2020-07-25 03:15:57,624 - 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 03:15:57,625 - mmaction - INFO - Distributed training: True 2020-07-25 03:15:57,625 - mmaction - INFO - Config: /mnt/lustre/linjintao/mmaction2/slurm_configs/recognition/i3d/i3d_r50_256p_32x2x1_100e_kinetics400_rgb.py # model settings model = dict( type='Recognizer3D', backbone=dict( type='ResNet3d', pretrained2d=True, pretrained='torchvision://resnet50', depth=50, conv_cfg=dict(type='Conv3d'), norm_eval=False, inflate=((1, 1, 1), (1, 0, 1, 0), (1, 0, 1, 0, 1, 0), (0, 1, 0)), zero_init_residual=False), cls_head=dict( type='I3DHead', num_classes=400, in_channels=2048, spatial_type='avg', dropout_ratio=0.5, init_std=0.01)) # 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=32, frame_interval=2, num_clips=1), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict( type='MultiScaleCrop', input_size=224, scales=(1, 0.8), random_crop=False, max_wh_scale_gap=0), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict(type='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='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=10, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=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_val, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', lr=0.01, momentum=0.9, weight_decay=0.0001) # this lr is used for 8 gpus optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='step', step=[40, 80]) total_epochs = 100 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/i3d_r50_256p_32x2x1_100e_kinetics400_rgb/' load_from = None resume_from = None workflow = [('train', 1)] 2020-07-25 03:15:59,824 - mmaction - INFO - load model from: torchvision://resnet50 2020-07-25 03:16:14,983 - mmaction - INFO - These parameters in the 2d checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2020-07-25 03:16:17,747 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-90, work_dir: /mnt/lustre/linjintao/mmaction2/workdir/i3d_r50_256p_32x2x1_100e_kinetics400_rgb_8g 2020-07-25 03:16:17,747 - mmaction - INFO - workflow: [('train', 1)], max: 100 epochs 2020-07-25 03:17:16,294 - mmaction - INFO - Epoch [1][20/3757] lr: 1.000e-02, eta: 12 days, 14:05:17, time: 2.895, data_time: 1.127, memory: 5170, top1_acc: 0.0039, top5_acc: 0.0234, loss_cls: 6.0128, loss: 6.0128, grad_norm: 5.3807 2020-07-25 03:17:58,757 - mmaction - INFO - Epoch [1][40/3757] lr: 1.000e-02, eta: 10 days, 23:03:49, time: 2.147, data_time: 0.185, memory: 5170, top1_acc: 0.0039, top5_acc: 0.0344, loss_cls: 6.0283, loss: 6.0283, grad_norm: 5.3931 2020-07-25 03:18:41,580 - mmaction - INFO - Epoch [1][60/3757] lr: 1.000e-02, eta: 10 days, 9:58:45, time: 2.145, data_time: 0.012, memory: 5170, top1_acc: 0.0156, top5_acc: 0.0508, loss_cls: 5.8482, loss: 5.8482, grad_norm: 5.3287 2020-07-25 03:19:25,147 - mmaction - INFO - Epoch [1][80/3757] lr: 1.000e-02, eta: 10 days, 4:13:13, time: 2.175, data_time: 0.007, memory: 5170, top1_acc: 0.0172, top5_acc: 0.0586, loss_cls: 5.7683, loss: 5.7683, grad_norm: 5.3418 2020-07-25 03:20:05,563 - mmaction - INFO - Epoch [1][100/3757] lr: 1.000e-02, eta: 9 days, 21:34:11, time: 2.023, data_time: 0.010, memory: 5170, top1_acc: 0.0195, top5_acc: 0.0797, loss_cls: 5.6370, loss: 5.6370, grad_norm: 5.3531 2020-07-25 03:20:47,680 - mmaction - INFO - Epoch [1][120/3757] lr: 1.000e-02, eta: 9 days, 18:37:06, time: 2.108, data_time: 0.012, memory: 5170, top1_acc: 0.0297, top5_acc: 0.1008, loss_cls: 5.4988, loss: 5.4988, grad_norm: 5.3341 2020-07-25 03:21:30,320 - mmaction - INFO - Epoch [1][140/3757] lr: 1.000e-02, eta: 9 days, 16:47:51, time: 2.128, data_time: 0.002, memory: 5170, top1_acc: 0.0359, top5_acc: 0.1328, loss_cls: 5.3967, loss: 5.3967, grad_norm: 5.5190 2020-07-25 03:22:09,181 - mmaction - INFO - Epoch [1][160/3757] lr: 1.000e-02, eta: 9 days, 13:02:45, time: 1.945, data_time: 0.007, memory: 5170, top1_acc: 0.0352, top5_acc: 0.1219, loss_cls: 5.3639, loss: 5.3639, grad_norm: 5.5284 2020-07-25 03:22:52,997 - mmaction - INFO - Epoch [1][180/3757] lr: 1.000e-02, eta: 9 days, 12:55:32, time: 2.186, data_time: 0.017, memory: 5170, top1_acc: 0.0461, top5_acc: 0.1352, loss_cls: 5.2812, loss: 5.2812, grad_norm: 5.6349 2020-07-25 03:23:35,279 - mmaction - INFO - Epoch [1][200/3757] lr: 1.000e-02, eta: 9 days, 12:06:38, time: 2.118, data_time: 0.475, memory: 5170, top1_acc: 0.0492, top5_acc: 0.1648, loss_cls: 5.1365, loss: 5.1365, grad_norm: 5.8243 2020-07-25 03:24:17,430 - mmaction - INFO - Epoch [1][220/3757] lr: 1.000e-02, eta: 9 days, 11:22:14, time: 2.110, data_time: 0.563, memory: 5170, top1_acc: 0.0563, top5_acc: 0.1734, loss_cls: 5.1267, loss: 5.1267, grad_norm: 5.8989 2020-07-25 03:25:00,684 - mmaction - INFO - Epoch [1][240/3757] lr: 1.000e-02, eta: 9 days, 11:11:11, time: 2.160, data_time: 0.882, memory: 5170, top1_acc: 0.0555, top5_acc: 0.1789, loss_cls: 5.0341, loss: 5.0341, grad_norm: 6.0024 2020-07-25 03:25:47,623 - mmaction - INFO - Epoch [1][260/3757] lr: 1.000e-02, eta: 9 days, 12:32:24, time: 2.349, data_time: 0.322, memory: 5170, top1_acc: 0.0625, top5_acc: 0.1945, loss_cls: 4.9437, loss: 4.9437, grad_norm: 6.0078 2020-07-25 03:26:26,444 - mmaction - INFO - Epoch [1][280/3757] lr: 1.000e-02, eta: 9 days, 10:39:49, time: 1.941, data_time: 0.017, memory: 5170, top1_acc: 0.0828, top5_acc: 0.2148, loss_cls: 4.8482, loss: 4.8482, grad_norm: 6.1550 2020-07-25 03:27:09,459 - mmaction - INFO - Epoch [1][300/3757] lr: 1.000e-02, eta: 9 days, 10:28:46, time: 2.149, data_time: 0.089, memory: 5170, top1_acc: 0.0781, top5_acc: 0.2109, loss_cls: 4.8295, loss: 4.8295, grad_norm: 6.2948 2020-07-25 03:27:53,282 - mmaction - INFO - Epoch [1][320/3757] lr: 1.000e-02, eta: 9 days, 10:36:40, time: 2.194, data_time: 0.023, memory: 5170, top1_acc: 0.0836, top5_acc: 0.2336, loss_cls: 4.8273, loss: 4.8273, grad_norm: 6.2043 2020-07-25 03:28:38,478 - mmaction - INFO - Epoch [1][340/3757] lr: 1.000e-02, eta: 9 days, 11:07:53, time: 2.260, data_time: 0.118, memory: 5170, top1_acc: 0.0820, top5_acc: 0.2398, loss_cls: 4.7764, loss: 4.7764, grad_norm: 6.3613 2020-07-25 03:29:19,062 - mmaction - INFO - Epoch [1][360/3757] lr: 1.000e-02, eta: 9 days, 10:15:21, time: 2.029, data_time: 0.002, memory: 5170, top1_acc: 0.0766, top5_acc: 0.2328, loss_cls: 4.8013, loss: 4.8013, grad_norm: 6.2939 2020-07-25 03:30:02,076 - mmaction - INFO - Epoch [1][380/3757] lr: 1.000e-02, eta: 9 days, 10:05:45, time: 2.143, data_time: 0.007, memory: 5170, top1_acc: 0.0922, top5_acc: 0.2391, loss_cls: 4.7827, loss: 4.7827, grad_norm: 6.3509 2020-07-25 03:30:43,786 - mmaction - INFO - Epoch [1][400/3757] lr: 1.000e-02, eta: 9 days, 9:39:53, time: 2.088, data_time: 0.010, memory: 5170, top1_acc: 0.0992, top5_acc: 0.2656, loss_cls: 4.6655, loss: 4.6655, grad_norm: 6.3680 2020-07-25 03:31:27,506 - mmaction - INFO - Epoch [1][420/3757] lr: 1.000e-02, eta: 9 days, 9:44:49, time: 2.184, data_time: 0.019, memory: 5170, top1_acc: 0.0938, top5_acc: 0.2570, loss_cls: 4.6540, loss: 4.6540, grad_norm: 6.3747 2020-07-25 03:32:07,718 - mmaction - INFO - Epoch [1][440/3757] lr: 1.000e-02, eta: 9 days, 9:02:12, time: 2.018, data_time: 0.019, memory: 5170, top1_acc: 0.1047, top5_acc: 0.2867, loss_cls: 4.5637, loss: 4.5637, grad_norm: 6.5323 2020-07-25 03:32:53,121 - mmaction - INFO - Epoch [1][460/3757] lr: 1.000e-02, eta: 9 days, 9:30:38, time: 2.266, data_time: 0.006, memory: 5170, top1_acc: 0.0977, top5_acc: 0.2781, loss_cls: 4.5845, loss: 4.5845, grad_norm: 6.5359 2020-07-25 03:33:33,272 - mmaction - INFO - Epoch [1][480/3757] lr: 1.000e-02, eta: 9 days, 8:49:42, time: 2.009, data_time: 0.018, memory: 5170, top1_acc: 0.1047, top5_acc: 0.2672, loss_cls: 4.6232, loss: 4.6232, grad_norm: 6.6744 2020-07-25 03:34:15,360 - mmaction - INFO - Epoch [1][500/3757] lr: 1.000e-02, eta: 9 days, 8:34:34, time: 2.099, data_time: 0.147, memory: 5170, top1_acc: 0.1117, top5_acc: 0.2680, loss_cls: 4.5580, loss: 4.5580, grad_norm: 6.3919 2020-07-25 03:34:57,328 - mmaction - INFO - Epoch [1][520/3757] lr: 1.000e-02, eta: 9 days, 8:21:53, time: 2.105, data_time: 0.026, memory: 5170, top1_acc: 0.0953, top5_acc: 0.2875, loss_cls: 4.5196, loss: 4.5196, grad_norm: 6.5880 2020-07-25 03:35:40,354 - mmaction - INFO - Epoch [1][540/3757] lr: 1.000e-02, eta: 9 days, 8:20:16, time: 2.149, data_time: 0.817, memory: 5170, top1_acc: 0.1047, top5_acc: 0.2758, loss_cls: 4.5469, loss: 4.5469, grad_norm: 6.5362 2020-07-25 03:36:23,334 - mmaction - INFO - Epoch [1][560/3757] lr: 1.000e-02, eta: 9 days, 8:19:23, time: 2.152, data_time: 0.057, memory: 5170, top1_acc: 0.1141, top5_acc: 0.2922, loss_cls: 4.4710, loss: 4.4710, grad_norm: 6.5341 2020-07-25 03:37:07,351 - mmaction - INFO - Epoch [1][580/3757] lr: 1.000e-02, eta: 9 days, 8:27:34, time: 2.194, data_time: 0.004, memory: 5170, top1_acc: 0.1297, top5_acc: 0.3180, loss_cls: 4.3918, loss: 4.3918, grad_norm: 6.6367 2020-07-25 03:37:50,400 - mmaction - INFO - Epoch [1][600/3757] lr: 1.000e-02, eta: 9 days, 8:26:04, time: 2.150, data_time: 0.107, memory: 5170, top1_acc: 0.1000, top5_acc: 0.2828, loss_cls: 4.5673, loss: 4.5673, grad_norm: 6.4613 2020-07-25 03:38:37,320 - mmaction - INFO - Epoch [1][620/3757] lr: 1.000e-02, eta: 9 days, 9:05:50, time: 2.355, data_time: 0.843, memory: 5170, top1_acc: 0.1109, top5_acc: 0.2984, loss_cls: 4.4143, loss: 4.4143, grad_norm: 6.5534 2020-07-25 03:39:28,089 - mmaction - INFO - Epoch [1][640/3757] lr: 1.000e-02, eta: 9 days, 10:17:37, time: 2.532, data_time: 0.196, memory: 5170, top1_acc: 0.1125, top5_acc: 0.2781, loss_cls: 4.4963, loss: 4.4963, grad_norm: 6.6748 2020-07-25 03:40:15,256 - mmaction - INFO - Epoch [1][660/3757] lr: 1.000e-02, eta: 9 days, 10:52:53, time: 2.362, data_time: 0.141, memory: 5170, top1_acc: 0.1172, top5_acc: 0.2961, loss_cls: 4.4468, loss: 4.4468, grad_norm: 6.4264 2020-07-25 03:41:04,288 - mmaction - INFO - Epoch [1][680/3757] lr: 1.000e-02, eta: 9 days, 11:42:50, time: 2.454, data_time: 0.958, memory: 5170, top1_acc: 0.1352, top5_acc: 0.3203, loss_cls: 4.3461, loss: 4.3461, grad_norm: 6.5252 2020-07-25 03:41:54,349 - mmaction - INFO - Epoch [1][700/3757] lr: 1.000e-02, eta: 9 days, 12:38:20, time: 2.501, data_time: 1.291, memory: 5170, top1_acc: 0.1180, top5_acc: 0.3055, loss_cls: 4.4395, loss: 4.4395, grad_norm: 6.6546 2020-07-25 03:42:43,608 - mmaction - INFO - Epoch [1][720/3757] lr: 1.000e-02, eta: 9 days, 13:24:43, time: 2.466, data_time: 1.289, memory: 5170, top1_acc: 0.1297, top5_acc: 0.3211, loss_cls: 4.3676, loss: 4.3676, grad_norm: 6.6896 2020-07-25 03:43:35,275 - mmaction - INFO - Epoch [1][740/3757] lr: 1.000e-02, eta: 9 days, 14:26:59, time: 2.575, data_time: 2.014, memory: 5170, top1_acc: 0.1266, top5_acc: 0.3141, loss_cls: 4.3912, loss: 4.3912, grad_norm: 6.5934 2020-07-25 03:44:21,118 - mmaction - INFO - Epoch [1][760/3757] lr: 1.000e-02, eta: 9 days, 14:40:32, time: 2.299, data_time: 0.926, memory: 5170, top1_acc: 0.1375, top5_acc: 0.3234, loss_cls: 4.3508, loss: 4.3508, grad_norm: 6.6031 2020-07-25 03:45:08,010 - mmaction - INFO - Epoch [1][780/3757] lr: 1.000e-02, eta: 9 days, 15:00:33, time: 2.344, data_time: 0.503, memory: 5170, top1_acc: 0.1328, top5_acc: 0.3125, loss_cls: 4.3819, loss: 4.3819, grad_norm: 6.6475 2020-07-25 03:45:59,600 - mmaction - INFO - Epoch [1][800/3757] lr: 1.000e-02, eta: 9 days, 15:55:59, time: 2.578, data_time: 0.319, memory: 5170, top1_acc: 0.1422, top5_acc: 0.3539, loss_cls: 4.2238, loss: 4.2238, grad_norm: 6.6551 2020-07-25 03:46:45,298 - mmaction - INFO - Epoch [1][820/3757] lr: 1.000e-02, eta: 9 days, 16:03:13, time: 2.280, data_time: 0.226, memory: 5170, top1_acc: 0.1250, top5_acc: 0.3422, loss_cls: 4.2661, loss: 4.2661, grad_norm: 6.7062 2020-07-25 03:47:36,024 - mmaction - INFO - Epoch [1][840/3757] lr: 1.000e-02, eta: 9 days, 16:48:55, time: 2.541, data_time: 0.441, memory: 5170, top1_acc: 0.1328, top5_acc: 0.3367, loss_cls: 4.2937, loss: 4.2937, grad_norm: 6.7505 2020-07-25 03:48:21,296 - mmaction - INFO - Epoch [1][860/3757] lr: 1.000e-02, eta: 9 days, 16:52:27, time: 2.265, data_time: 0.432, memory: 5170, top1_acc: 0.1406, top5_acc: 0.3422, loss_cls: 4.2920, loss: 4.2920, grad_norm: 6.7088 2020-07-25 03:49:10,442 - mmaction - INFO - Epoch [1][880/3757] lr: 1.000e-02, eta: 9 days, 17:22:16, time: 2.452, data_time: 0.293, memory: 5170, top1_acc: 0.1289, top5_acc: 0.3320, loss_cls: 4.3017, loss: 4.3017, grad_norm: 6.5719 2020-07-25 03:49:58,035 - mmaction - INFO - Epoch [1][900/3757] lr: 1.000e-02, eta: 9 days, 17:41:37, time: 2.386, data_time: 0.173, memory: 5170, top1_acc: 0.1414, top5_acc: 0.3422, loss_cls: 4.2323, loss: 4.2323, grad_norm: 6.6300 2020-07-25 03:50:45,466 - mmaction - INFO - Epoch [1][920/3757] lr: 1.000e-02, eta: 9 days, 17:57:11, time: 2.365, data_time: 0.638, memory: 5170, top1_acc: 0.1414, top5_acc: 0.3398, loss_cls: 4.2581, loss: 4.2581, grad_norm: 6.6476 2020-07-25 03:51:29,944 - mmaction - INFO - Epoch [1][940/3757] lr: 1.000e-02, eta: 9 days, 17:54:16, time: 2.231, data_time: 0.231, memory: 5170, top1_acc: 0.1359, top5_acc: 0.3430, loss_cls: 4.2618, loss: 4.2618, grad_norm: 6.6219 2020-07-25 03:52:26,000 - mmaction - INFO - Epoch [1][960/3757] lr: 1.000e-02, eta: 9 days, 19:05:42, time: 2.802, data_time: 0.074, memory: 5170, top1_acc: 0.1406, top5_acc: 0.3297, loss_cls: 4.2954, loss: 4.2954, grad_norm: 6.5949 2020-07-25 03:53:06,986 - mmaction - INFO - Epoch [1][980/3757] lr: 1.000e-02, eta: 9 days, 18:38:29, time: 2.051, data_time: 0.238, memory: 5170, top1_acc: 0.1562, top5_acc: 0.3656, loss_cls: 4.1309, loss: 4.1309, grad_norm: 6.4890 2020-07-25 03:53:57,497 - mmaction - INFO - Epoch [1][1000/3757] lr: 1.000e-02, eta: 9 days, 19:11:36, time: 2.525, data_time: 1.085, memory: 5170, top1_acc: 0.1320, top5_acc: 0.3391, loss_cls: 4.2808, loss: 4.2808, grad_norm: 6.7545 2020-07-25 03:54:45,050 - mmaction - INFO - Epoch [1][1020/3757] lr: 1.000e-02, eta: 9 days, 19:24:40, time: 2.372, data_time: 1.511, memory: 5170, top1_acc: 0.1352, top5_acc: 0.3602, loss_cls: 4.1384, loss: 4.1384, grad_norm: 6.7433 2020-07-25 03:55:36,945 - mmaction - INFO - Epoch [1][1040/3757] lr: 1.000e-02, eta: 9 days, 20:03:42, time: 2.593, data_time: 1.703, memory: 5170, top1_acc: 0.1578, top5_acc: 0.3719, loss_cls: 4.1441, loss: 4.1441, grad_norm: 6.7555 2020-07-25 03:56:21,698 - mmaction - INFO - Epoch [1][1060/3757] lr: 1.000e-02, eta: 9 days, 20:00:06, time: 2.244, data_time: 1.520, memory: 5170, top1_acc: 0.1492, top5_acc: 0.3617, loss_cls: 4.1783, loss: 4.1783, grad_norm: 6.6080 2020-07-25 03:57:09,544 - mmaction - INFO - Epoch [1][1080/3757] lr: 1.000e-02, eta: 9 days, 20:13:04, time: 2.386, data_time: 1.391, memory: 5170, top1_acc: 0.1656, top5_acc: 0.3625, loss_cls: 4.1686, loss: 4.1686, grad_norm: 6.4895 2020-07-25 03:57:56,933 - mmaction - INFO - Epoch [1][1100/3757] lr: 1.000e-02, eta: 9 days, 20:23:38, time: 2.370, data_time: 0.796, memory: 5170, top1_acc: 0.1562, top5_acc: 0.3609, loss_cls: 4.1537, loss: 4.1537, grad_norm: 6.7395 2020-07-25 03:58:47,369 - mmaction - INFO - Epoch [1][1120/3757] lr: 1.000e-02, eta: 9 days, 20:51:16, time: 2.527, data_time: 0.048, memory: 5170, top1_acc: 0.1703, top5_acc: 0.3656, loss_cls: 4.1274, loss: 4.1274, grad_norm: 6.6461 2020-07-25 03:59:37,337 - mmaction - INFO - Epoch [1][1140/3757] lr: 1.000e-02, eta: 9 days, 21:14:25, time: 2.495, data_time: 0.006, memory: 5170, top1_acc: 0.1453, top5_acc: 0.3688, loss_cls: 4.1719, loss: 4.1719, grad_norm: 6.7881 2020-07-25 04:00:21,616 - mmaction - INFO - Epoch [1][1160/3757] lr: 1.000e-02, eta: 9 days, 21:06:27, time: 2.213, data_time: 0.009, memory: 5170, top1_acc: 0.1508, top5_acc: 0.3617, loss_cls: 4.0894, loss: 4.0894, grad_norm: 6.6689 2020-07-25 04:01:11,690 - mmaction - INFO - Epoch [1][1180/3757] lr: 1.000e-02, eta: 9 days, 21:28:20, time: 2.493, data_time: 0.673, memory: 5170, top1_acc: 0.1602, top5_acc: 0.3766, loss_cls: 4.1323, loss: 4.1323, grad_norm: 6.5902 2020-07-25 04:01:58,738 - mmaction - INFO - Epoch [1][1200/3757] lr: 1.000e-02, eta: 9 days, 21:35:56, time: 2.363, data_time: 0.706, memory: 5170, top1_acc: 0.1484, top5_acc: 0.3578, loss_cls: 4.1788, loss: 4.1788, grad_norm: 6.5681 2020-07-25 04:02:46,800 - mmaction - INFO - Epoch [1][1220/3757] lr: 1.000e-02, eta: 9 days, 21:46:58, time: 2.399, data_time: 0.081, memory: 5170, top1_acc: 0.1555, top5_acc: 0.3648, loss_cls: 4.1584, loss: 4.1584, grad_norm: 6.4681 2020-07-25 04:03:37,739 - mmaction - INFO - Epoch [1][1240/3757] lr: 1.000e-02, eta: 9 days, 22:13:16, time: 2.555, data_time: 0.011, memory: 5170, top1_acc: 0.1648, top5_acc: 0.3781, loss_cls: 4.0400, loss: 4.0400, grad_norm: 6.5219 2020-07-25 04:04:24,847 - mmaction - INFO - Epoch [1][1260/3757] lr: 1.000e-02, eta: 9 days, 22:19:02, time: 2.356, data_time: 0.005, memory: 5170, top1_acc: 0.1703, top5_acc: 0.3734, loss_cls: 4.0591, loss: 4.0591, grad_norm: 6.7323 2020-07-25 04:05:12,655 - mmaction - INFO - Epoch [1][1280/3757] lr: 1.000e-02, eta: 9 days, 22:27:44, time: 2.388, data_time: 0.005, memory: 5170, top1_acc: 0.1609, top5_acc: 0.3922, loss_cls: 4.0435, loss: 4.0435, grad_norm: 6.6475 2020-07-25 04:06:01,688 - mmaction - INFO - Epoch [1][1300/3757] lr: 1.000e-02, eta: 9 days, 22:42:16, time: 2.452, data_time: 0.005, memory: 5170, top1_acc: 0.1648, top5_acc: 0.3883, loss_cls: 4.0330, loss: 4.0330, grad_norm: 6.6637 2020-07-25 04:06:48,348 - mmaction - INFO - Epoch [1][1320/3757] lr: 1.000e-02, eta: 9 days, 22:44:35, time: 2.328, data_time: 0.028, memory: 5170, top1_acc: 0.1547, top5_acc: 0.3812, loss_cls: 4.0531, loss: 4.0531, grad_norm: 6.5922 2020-07-25 04:07:36,262 - mmaction - INFO - Epoch [1][1340/3757] lr: 1.000e-02, eta: 9 days, 22:53:16, time: 2.397, data_time: 0.009, memory: 5170, top1_acc: 0.1750, top5_acc: 0.4070, loss_cls: 4.0131, loss: 4.0131, grad_norm: 6.6057 2020-07-25 04:08:22,359 - mmaction - INFO - Epoch [1][1360/3757] lr: 1.000e-02, eta: 9 days, 22:53:42, time: 2.310, data_time: 0.008, memory: 5170, top1_acc: 0.1805, top5_acc: 0.3906, loss_cls: 3.9588, loss: 3.9588, grad_norm: 6.5160 2020-07-25 04:09:12,400 - mmaction - INFO - Epoch [1][1380/3757] lr: 1.000e-02, eta: 9 days, 23:11:10, time: 2.499, data_time: 0.018, memory: 5170, top1_acc: 0.1672, top5_acc: 0.3984, loss_cls: 4.0522, loss: 4.0522, grad_norm: 6.4654 2020-07-25 04:09:59,914 - mmaction - INFO - Epoch [1][1400/3757] lr: 1.000e-02, eta: 9 days, 23:17:25, time: 2.379, data_time: 0.106, memory: 5170, top1_acc: 0.1742, top5_acc: 0.3984, loss_cls: 4.0041, loss: 4.0041, grad_norm: 6.5844 2020-07-25 04:10:48,453 - mmaction - INFO - Epoch [1][1420/3757] lr: 1.000e-02, eta: 9 days, 23:27:31, time: 2.425, data_time: 0.051, memory: 5170, top1_acc: 0.1844, top5_acc: 0.4062, loss_cls: 3.9262, loss: 3.9262, grad_norm: 6.6010 2020-07-25 04:11:37,116 - mmaction - INFO - Epoch [1][1440/3757] lr: 1.000e-02, eta: 9 days, 23:37:57, time: 2.432, data_time: 0.005, memory: 5170, top1_acc: 0.1945, top5_acc: 0.4289, loss_cls: 3.8652, loss: 3.8652, grad_norm: 6.6513 2020-07-25 04:12:26,104 - mmaction - INFO - Epoch [1][1460/3757] lr: 1.000e-02, eta: 9 days, 23:49:26, time: 2.448, data_time: 0.016, memory: 5170, top1_acc: 0.1586, top5_acc: 0.3984, loss_cls: 3.9800, loss: 3.9800, grad_norm: 6.6718 2020-07-25 04:13:14,467 - mmaction - INFO - Epoch [1][1480/3757] lr: 1.000e-02, eta: 9 days, 23:57:41, time: 2.414, data_time: 0.006, memory: 5170, top1_acc: 0.1766, top5_acc: 0.3898, loss_cls: 4.0105, loss: 4.0105, grad_norm: 6.6357 2020-07-25 04:14:01,819 - mmaction - INFO - Epoch [1][1500/3757] lr: 1.000e-02, eta: 10 days, 0:02:24, time: 2.374, data_time: 0.010, memory: 5170, top1_acc: 0.1867, top5_acc: 0.4102, loss_cls: 3.9712, loss: 3.9712, grad_norm: 6.5574 2020-07-25 04:14:50,002 - mmaction - INFO - Epoch [1][1520/3757] lr: 1.000e-02, eta: 10 days, 0:09:50, time: 2.409, data_time: 0.002, memory: 5170, top1_acc: 0.1828, top5_acc: 0.4156, loss_cls: 3.9619, loss: 3.9619, grad_norm: 6.5268 2020-07-25 04:15:36,636 - mmaction - INFO - Epoch [1][1540/3757] lr: 1.000e-02, eta: 10 days, 0:10:36, time: 2.330, data_time: 0.007, memory: 5170, top1_acc: 0.1812, top5_acc: 0.4047, loss_cls: 3.9420, loss: 3.9420, grad_norm: 6.5875 2020-07-25 04:16:27,175 - mmaction - INFO - Epoch [1][1560/3757] lr: 1.000e-02, eta: 10 days, 0:27:18, time: 2.529, data_time: 0.006, memory: 5170, top1_acc: 0.1961, top5_acc: 0.4227, loss_cls: 3.8559, loss: 3.8559, grad_norm: 6.6892 2020-07-25 04:17:12,002 - mmaction - INFO - Epoch [1][1580/3757] lr: 1.000e-02, eta: 10 days, 0:20:35, time: 2.238, data_time: 0.007, memory: 5170, top1_acc: 0.1672, top5_acc: 0.3945, loss_cls: 4.0039, loss: 4.0039, grad_norm: 6.8230 2020-07-25 04:17:57,477 - mmaction - INFO - Epoch [1][1600/3757] lr: 1.000e-02, eta: 10 days, 0:16:45, time: 2.274, data_time: 0.054, memory: 5170, top1_acc: 0.1852, top5_acc: 0.4273, loss_cls: 3.9154, loss: 3.9154, grad_norm: 6.4819 2020-07-25 04:18:46,072 - mmaction - INFO - Epoch [1][1620/3757] lr: 1.000e-02, eta: 10 days, 0:24:50, time: 2.427, data_time: 0.010, memory: 5170, top1_acc: 0.1719, top5_acc: 0.4180, loss_cls: 3.9334, loss: 3.9334, grad_norm: 6.4924 2020-07-25 04:19:30,727 - mmaction - INFO - Epoch [1][1640/3757] lr: 1.000e-02, eta: 10 days, 0:18:18, time: 2.238, data_time: 0.070, memory: 5170, top1_acc: 0.1766, top5_acc: 0.3922, loss_cls: 3.9858, loss: 3.9858, grad_norm: 6.4690 2020-07-25 04:20:16,524 - mmaction - INFO - Epoch [1][1660/3757] lr: 1.000e-02, eta: 10 days, 0:15:36, time: 2.287, data_time: 0.285, memory: 5170, top1_acc: 0.1898, top5_acc: 0.4086, loss_cls: 3.9136, loss: 3.9136, grad_norm: 6.2851 2020-07-25 04:21:04,254 - mmaction - INFO - Epoch [1][1680/3757] lr: 1.000e-02, eta: 10 days, 0:20:27, time: 2.388, data_time: 0.009, memory: 5170, top1_acc: 0.1883, top5_acc: 0.4180, loss_cls: 3.9379, loss: 3.9379, grad_norm: 6.5939 2020-07-25 04:21:51,418 - mmaction - INFO - Epoch [1][1700/3757] lr: 1.000e-02, eta: 10 days, 0:22:38, time: 2.354, data_time: 0.008, memory: 5170, top1_acc: 0.1867, top5_acc: 0.4164, loss_cls: 3.9125, loss: 3.9125, grad_norm: 6.6130 2020-07-25 04:22:41,196 - mmaction - INFO - Epoch [1][1720/3757] lr: 1.000e-02, eta: 10 days, 0:34:35, time: 2.489, data_time: 0.009, memory: 5170, top1_acc: 0.1844, top5_acc: 0.4086, loss_cls: 3.9211, loss: 3.9211, grad_norm: 6.5274 2020-07-25 04:23:23,113 - mmaction - INFO - Epoch [1][1740/3757] lr: 1.000e-02, eta: 10 days, 0:17:56, time: 2.094, data_time: 0.010, memory: 5170, top1_acc: 0.1859, top5_acc: 0.4117, loss_cls: 3.8965, loss: 3.8965, grad_norm: 6.4862 2020-07-25 04:24:11,139 - mmaction - INFO - Epoch [1][1760/3757] lr: 1.000e-02, eta: 10 days, 0:23:56, time: 2.409, data_time: 0.010, memory: 5170, top1_acc: 0.2039, top5_acc: 0.4320, loss_cls: 3.8164, loss: 3.8164, grad_norm: 6.4690 2020-07-25 04:24:59,195 - mmaction - INFO - Epoch [1][1780/3757] lr: 1.000e-02, eta: 10 days, 0:28:46, time: 2.394, data_time: 0.003, memory: 5170, top1_acc: 0.1914, top5_acc: 0.4148, loss_cls: 3.8837, loss: 3.8837, grad_norm: 6.6503 2020-07-25 04:25:44,576 - mmaction - INFO - Epoch [1][1800/3757] lr: 1.000e-02, eta: 10 days, 0:25:23, time: 2.278, data_time: 0.022, memory: 5170, top1_acc: 0.1758, top5_acc: 0.4305, loss_cls: 3.8975, loss: 3.8975, grad_norm: 6.7014 2020-07-25 04:26:30,922 - mmaction - INFO - Epoch [1][1820/3757] lr: 1.000e-02, eta: 10 days, 0:24:38, time: 2.315, data_time: 0.027, memory: 5170, top1_acc: 0.1883, top5_acc: 0.4156, loss_cls: 3.8885, loss: 3.8885, grad_norm: 6.7361 2020-07-25 04:27:19,114 - mmaction - INFO - Epoch [1][1840/3757] lr: 1.000e-02, eta: 10 days, 0:30:22, time: 2.411, data_time: 0.464, memory: 5170, top1_acc: 0.1914, top5_acc: 0.4133, loss_cls: 3.9463, loss: 3.9463, grad_norm: 6.5707 2020-07-25 04:28:08,627 - mmaction - INFO - Epoch [1][1860/3757] lr: 1.000e-02, eta: 10 days, 0:39:51, time: 2.469, data_time: 0.112, memory: 5170, top1_acc: 0.1883, top5_acc: 0.4453, loss_cls: 3.8684, loss: 3.8684, grad_norm: 6.3639 2020-07-25 04:28:57,728 - mmaction - INFO - Epoch [1][1880/3757] lr: 1.000e-02, eta: 10 days, 0:48:36, time: 2.461, data_time: 0.010, memory: 5170, top1_acc: 0.1945, top5_acc: 0.4539, loss_cls: 3.8730, loss: 3.8730, grad_norm: 6.4030 2020-07-25 04:29:45,607 - mmaction - INFO - Epoch [1][1900/3757] lr: 1.000e-02, eta: 10 days, 0:52:20, time: 2.388, data_time: 0.008, memory: 5170, top1_acc: 0.1922, top5_acc: 0.4125, loss_cls: 3.8799, loss: 3.8799, grad_norm: 6.4224 2020-07-25 04:30:33,721 - mmaction - INFO - Epoch [1][1920/3757] lr: 1.000e-02, eta: 10 days, 0:57:15, time: 2.407, data_time: 0.016, memory: 5170, top1_acc: 0.1852, top5_acc: 0.4195, loss_cls: 3.8660, loss: 3.8660, grad_norm: 6.6305 2020-07-25 04:31:18,468 - mmaction - INFO - Epoch [1][1940/3757] lr: 1.000e-02, eta: 10 days, 0:51:29, time: 2.243, data_time: 0.010, memory: 5170, top1_acc: 0.1977, top5_acc: 0.4414, loss_cls: 3.8427, loss: 3.8427, grad_norm: 6.5037 2020-07-25 04:32:07,081 - mmaction - INFO - Epoch [1][1960/3757] lr: 1.000e-02, eta: 10 days, 0:57:45, time: 2.431, data_time: 0.007, memory: 5170, top1_acc: 0.1789, top5_acc: 0.4023, loss_cls: 3.9784, loss: 3.9784, grad_norm: 6.6088 2020-07-25 04:32:52,030 - mmaction - INFO - Epoch [1][1980/3757] lr: 1.000e-02, eta: 10 days, 0:52:17, time: 2.247, data_time: 0.001, memory: 5170, top1_acc: 0.2141, top5_acc: 0.4266, loss_cls: 3.8488, loss: 3.8488, grad_norm: 6.3057 2020-07-25 04:33:40,275 - mmaction - INFO - Epoch [1][2000/3757] lr: 1.000e-02, eta: 10 days, 0:57:06, time: 2.410, data_time: 0.008, memory: 5170, top1_acc: 0.1938, top5_acc: 0.4156, loss_cls: 3.8812, loss: 3.8812, grad_norm: 6.3867 2020-07-25 04:34:27,439 - mmaction - INFO - Epoch [1][2020/3757] lr: 1.000e-02, eta: 10 days, 0:58:38, time: 2.359, data_time: 0.008, memory: 5170, top1_acc: 0.2039, top5_acc: 0.4570, loss_cls: 3.7524, loss: 3.7524, grad_norm: 6.4617 2020-07-25 04:35:11,237 - mmaction - INFO - Epoch [1][2040/3757] lr: 1.000e-02, eta: 10 days, 0:49:59, time: 2.192, data_time: 0.005, memory: 5170, top1_acc: 0.1867, top5_acc: 0.4180, loss_cls: 3.9028, loss: 3.9028, grad_norm: 6.6155 2020-07-25 04:35:58,569 - mmaction - INFO - Epoch [1][2060/3757] lr: 1.000e-02, eta: 10 days, 0:51:59, time: 2.366, data_time: 0.002, memory: 5170, top1_acc: 0.2055, top5_acc: 0.4430, loss_cls: 3.8127, loss: 3.8127, grad_norm: 6.2417 2020-07-25 04:36:45,489 - mmaction - INFO - Epoch [1][2080/3757] lr: 1.000e-02, eta: 10 days, 0:52:25, time: 2.341, data_time: 0.027, memory: 5170, top1_acc: 0.1891, top5_acc: 0.4313, loss_cls: 3.8377, loss: 3.8377, grad_norm: 6.5367 2020-07-25 04:37:33,574 - mmaction - INFO - Epoch [1][2100/3757] lr: 1.000e-02, eta: 10 days, 0:56:55, time: 2.410, data_time: 0.008, memory: 5170, top1_acc: 0.2039, top5_acc: 0.4133, loss_cls: 3.8481, loss: 3.8481, grad_norm: 6.4227 2020-07-25 04:38:20,271 - mmaction - INFO - Epoch [1][2120/3757] lr: 1.000e-02, eta: 10 days, 0:56:40, time: 2.331, data_time: 0.003, memory: 5170, top1_acc: 0.2141, top5_acc: 0.4531, loss_cls: 3.7566, loss: 3.7566, grad_norm: 6.4243 2020-07-25 04:39:07,135 - mmaction - INFO - Epoch [1][2140/3757] lr: 1.000e-02, eta: 10 days, 0:56:57, time: 2.340, data_time: 0.010, memory: 5170, top1_acc: 0.2281, top5_acc: 0.4688, loss_cls: 3.6474, loss: 3.6474, grad_norm: 6.5626 2020-07-25 04:39:54,789 - mmaction - INFO - Epoch [1][2160/3757] lr: 1.000e-02, eta: 10 days, 0:59:55, time: 2.387, data_time: 0.010, memory: 5170, top1_acc: 0.2195, top5_acc: 0.4562, loss_cls: 3.6763, loss: 3.6763, grad_norm: 6.4543 2020-07-25 04:40:41,969 - mmaction - INFO - Epoch [1][2180/3757] lr: 1.000e-02, eta: 10 days, 1:01:13, time: 2.359, data_time: 0.009, memory: 5170, top1_acc: 0.1977, top5_acc: 0.4406, loss_cls: 3.7736, loss: 3.7736, grad_norm: 6.5154 2020-07-25 04:41:30,258 - mmaction - INFO - Epoch [1][2200/3757] lr: 1.000e-02, eta: 10 days, 1:05:43, time: 2.416, data_time: 0.005, memory: 5170, top1_acc: 0.1977, top5_acc: 0.4242, loss_cls: 3.8526, loss: 3.8526, grad_norm: 6.6021 2020-07-25 04:42:15,856 - mmaction - INFO - Epoch [1][2220/3757] lr: 1.000e-02, eta: 10 days, 1:02:31, time: 2.281, data_time: 0.003, memory: 5170, top1_acc: 0.2031, top5_acc: 0.4250, loss_cls: 3.7972, loss: 3.7972, grad_norm: 6.4293 2020-07-25 04:43:00,687 - mmaction - INFO - Epoch [1][2240/3757] lr: 1.000e-02, eta: 10 days, 0:57:13, time: 2.242, data_time: 0.003, memory: 5170, top1_acc: 0.2188, top5_acc: 0.4617, loss_cls: 3.6983, loss: 3.6983, grad_norm: 6.1748 2020-07-25 04:43:48,380 - mmaction - INFO - Epoch [1][2260/3757] lr: 1.000e-02, eta: 10 days, 0:59:43, time: 2.382, data_time: 0.011, memory: 5170, top1_acc: 0.2070, top5_acc: 0.4352, loss_cls: 3.8340, loss: 3.8340, grad_norm: 6.5467 2020-07-25 04:44:35,786 - mmaction - INFO - Epoch [1][2280/3757] lr: 1.000e-02, eta: 10 days, 1:01:39, time: 2.373, data_time: 0.009, memory: 5170, top1_acc: 0.1992, top5_acc: 0.4406, loss_cls: 3.7748, loss: 3.7748, grad_norm: 6.5687 2020-07-25 04:45:23,524 - mmaction - INFO - Epoch [1][2300/3757] lr: 1.000e-02, eta: 10 days, 1:04:12, time: 2.385, data_time: 0.005, memory: 5170, top1_acc: 0.2180, top5_acc: 0.4398, loss_cls: 3.7705, loss: 3.7705, grad_norm: 6.6193 2020-07-25 04:46:07,215 - mmaction - INFO - Epoch [1][2320/3757] lr: 1.000e-02, eta: 10 days, 0:55:58, time: 2.185, data_time: 0.006, memory: 5170, top1_acc: 0.1984, top5_acc: 0.4430, loss_cls: 3.7806, loss: 3.7806, grad_norm: 6.4963 2020-07-25 04:46:54,414 - mmaction - INFO - Epoch [1][2340/3757] lr: 1.000e-02, eta: 10 days, 0:57:00, time: 2.357, data_time: 0.007, memory: 5170, top1_acc: 0.1945, top5_acc: 0.4344, loss_cls: 3.7297, loss: 3.7297, grad_norm: 6.3607 2020-07-25 04:47:37,715 - mmaction - INFO - Epoch [1][2360/3757] lr: 1.000e-02, eta: 10 days, 0:48:03, time: 2.168, data_time: 0.007, memory: 5170, top1_acc: 0.2172, top5_acc: 0.4570, loss_cls: 3.7571, loss: 3.7571, grad_norm: 6.4155 2020-07-25 04:48:25,339 - mmaction - INFO - Epoch [1][2380/3757] lr: 1.000e-02, eta: 10 days, 0:50:18, time: 2.380, data_time: 0.030, memory: 5170, top1_acc: 0.1977, top5_acc: 0.4469, loss_cls: 3.7455, loss: 3.7455, grad_norm: 6.2731 2020-07-25 04:49:10,105 - mmaction - INFO - Epoch [1][2400/3757] lr: 1.000e-02, eta: 10 days, 0:45:17, time: 2.241, data_time: 0.004, memory: 5170, top1_acc: 0.2102, top5_acc: 0.4516, loss_cls: 3.7143, loss: 3.7143, grad_norm: 6.4306 2020-07-25 04:49:58,496 - mmaction - INFO - Epoch [1][2420/3757] lr: 1.000e-02, eta: 10 days, 0:49:21, time: 2.416, data_time: 0.021, memory: 5170, top1_acc: 0.2156, top5_acc: 0.4469, loss_cls: 3.7550, loss: 3.7550, grad_norm: 6.3527 2020-07-25 04:50:44,498 - mmaction - INFO - Epoch [1][2440/3757] lr: 1.000e-02, eta: 10 days, 0:47:27, time: 2.300, data_time: 0.008, memory: 5170, top1_acc: 0.2172, top5_acc: 0.4625, loss_cls: 3.7065, loss: 3.7065, grad_norm: 6.4727 2020-07-25 04:51:25,940 - mmaction - INFO - Epoch [1][2460/3757] lr: 1.000e-02, eta: 10 days, 0:34:08, time: 2.074, data_time: 0.008, memory: 5170, top1_acc: 0.2086, top5_acc: 0.4578, loss_cls: 3.7266, loss: 3.7266, grad_norm: 6.6016 2020-07-25 04:52:12,297 - mmaction - INFO - Epoch [1][2480/3757] lr: 1.000e-02, eta: 10 days, 0:33:09, time: 2.316, data_time: 0.009, memory: 5170, top1_acc: 0.2062, top5_acc: 0.4336, loss_cls: 3.7745, loss: 3.7745, grad_norm: 6.4732 2020-07-25 04:52:56,176 - mmaction - INFO - Epoch [1][2500/3757] lr: 1.000e-02, eta: 10 days, 0:25:55, time: 2.191, data_time: 0.005, memory: 5170, top1_acc: 0.2367, top5_acc: 0.4734, loss_cls: 3.6540, loss: 3.6540, grad_norm: 6.3447 2020-07-25 04:53:39,201 - mmaction - INFO - Epoch [1][2520/3757] lr: 1.000e-02, eta: 10 days, 0:17:08, time: 2.157, data_time: 0.008, memory: 5170, top1_acc: 0.2250, top5_acc: 0.4547, loss_cls: 3.6735, loss: 3.6735, grad_norm: 6.5443 2020-07-25 04:54:23,960 - mmaction - INFO - Epoch [1][2540/3757] lr: 1.000e-02, eta: 10 days, 0:12:26, time: 2.238, data_time: 0.007, memory: 5170, top1_acc: 0.2094, top5_acc: 0.4766, loss_cls: 3.6839, loss: 3.6839, grad_norm: 6.3816 2020-07-25 04:55:07,978 - mmaction - INFO - Epoch [1][2560/3757] lr: 1.000e-02, eta: 10 days, 0:06:00, time: 2.201, data_time: 0.250, memory: 5170, top1_acc: 0.2313, top5_acc: 0.4727, loss_cls: 3.6496, loss: 3.6496, grad_norm: 6.3403 2020-07-25 04:55:54,895 - mmaction - INFO - Epoch [1][2580/3757] lr: 1.000e-02, eta: 10 days, 0:06:32, time: 2.344, data_time: 0.501, memory: 5170, top1_acc: 0.2367, top5_acc: 0.4797, loss_cls: 3.6271, loss: 3.6271, grad_norm: 6.4552 2020-07-25 04:56:37,372 - mmaction - INFO - Epoch [1][2600/3757] lr: 1.000e-02, eta: 9 days, 23:56:18, time: 2.119, data_time: 0.839, memory: 5170, top1_acc: 0.2023, top5_acc: 0.4516, loss_cls: 3.7783, loss: 3.7783, grad_norm: 6.4243 2020-07-25 04:57:23,943 - mmaction - INFO - Epoch [1][2620/3757] lr: 1.000e-02, eta: 9 days, 23:56:27, time: 2.335, data_time: 0.022, memory: 5170, top1_acc: 0.2289, top5_acc: 0.4719, loss_cls: 3.6337, loss: 3.6337, grad_norm: 6.3584 2020-07-25 04:58:09,400 - mmaction - INFO - Epoch [1][2640/3757] lr: 1.000e-02, eta: 9 days, 23:53:35, time: 2.271, data_time: 0.009, memory: 5170, top1_acc: 0.2289, top5_acc: 0.4695, loss_cls: 3.6624, loss: 3.6624, grad_norm: 6.5744 2020-07-25 04:58:55,000 - mmaction - INFO - Epoch [1][2660/3757] lr: 1.000e-02, eta: 9 days, 23:51:15, time: 2.282, data_time: 0.006, memory: 5170, top1_acc: 0.2203, top5_acc: 0.4453, loss_cls: 3.7501, loss: 3.7501, grad_norm: 6.4744 2020-07-25 04:59:38,992 - mmaction - INFO - Epoch [1][2680/3757] lr: 1.000e-02, eta: 9 days, 23:44:56, time: 2.195, data_time: 0.009, memory: 5170, top1_acc: 0.2242, top5_acc: 0.4688, loss_cls: 3.6760, loss: 3.6760, grad_norm: 6.3776 2020-07-25 05:00:22,583 - mmaction - INFO - Epoch [1][2700/3757] lr: 1.000e-02, eta: 9 days, 23:37:49, time: 2.176, data_time: 0.009, memory: 5170, top1_acc: 0.2344, top5_acc: 0.4672, loss_cls: 3.6458, loss: 3.6458, grad_norm: 6.4801 2020-07-25 05:01:09,176 - mmaction - INFO - Epoch [1][2720/3757] lr: 1.000e-02, eta: 9 days, 23:37:38, time: 2.326, data_time: 0.020, memory: 5170, top1_acc: 0.2016, top5_acc: 0.4453, loss_cls: 3.7152, loss: 3.7152, grad_norm: 6.5544 2020-07-25 05:01:53,738 - mmaction - INFO - Epoch [1][2740/3757] lr: 1.000e-02, eta: 9 days, 23:33:30, time: 2.239, data_time: 0.028, memory: 5170, top1_acc: 0.2500, top5_acc: 0.4781, loss_cls: 3.5465, loss: 3.5465, grad_norm: 6.2942 2020-07-25 05:02:35,859 - mmaction - INFO - Epoch [1][2760/3757] lr: 1.000e-02, eta: 9 days, 23:23:17, time: 2.103, data_time: 0.032, memory: 5170, top1_acc: 0.2266, top5_acc: 0.4797, loss_cls: 3.5981, loss: 3.5981, grad_norm: 6.4692 2020-07-25 05:03:24,794 - mmaction - INFO - Epoch [1][2780/3757] lr: 1.000e-02, eta: 9 days, 23:28:45, time: 2.450, data_time: 0.009, memory: 5170, top1_acc: 0.2328, top5_acc: 0.4789, loss_cls: 3.5909, loss: 3.5909, grad_norm: 6.4710 2020-07-25 05:04:08,897 - mmaction - INFO - Epoch [1][2800/3757] lr: 1.000e-02, eta: 9 days, 23:23:21, time: 2.208, data_time: 0.008, memory: 5170, top1_acc: 0.2172, top5_acc: 0.4547, loss_cls: 3.6746, loss: 3.6746, grad_norm: 6.3853 2020-07-25 05:04:53,052 - mmaction - INFO - Epoch [1][2820/3757] lr: 1.000e-02, eta: 9 days, 23:17:43, time: 2.201, data_time: 0.008, memory: 5170, top1_acc: 0.2242, top5_acc: 0.4508, loss_cls: 3.6867, loss: 3.6867, grad_norm: 6.4545 2020-07-25 05:05:36,757 - mmaction - INFO - Epoch [1][2840/3757] lr: 1.000e-02, eta: 9 days, 23:11:47, time: 2.192, data_time: 0.010, memory: 5170, top1_acc: 0.2414, top5_acc: 0.4992, loss_cls: 3.4828, loss: 3.4828, grad_norm: 6.3466 2020-07-25 05:06:21,296 - mmaction - INFO - Epoch [1][2860/3757] lr: 1.000e-02, eta: 9 days, 23:07:18, time: 2.224, data_time: 0.098, memory: 5170, top1_acc: 0.2266, top5_acc: 0.4531, loss_cls: 3.6833, loss: 3.6833, grad_norm: 6.6440 2020-07-25 05:07:05,217 - mmaction - INFO - Epoch [1][2880/3757] lr: 1.000e-02, eta: 9 days, 23:01:47, time: 2.199, data_time: 0.197, memory: 5170, top1_acc: 0.2422, top5_acc: 0.5102, loss_cls: 3.5481, loss: 3.5481, grad_norm: 6.4694 2020-07-25 05:07:49,202 - mmaction - INFO - Epoch [1][2900/3757] lr: 1.000e-02, eta: 9 days, 22:56:02, time: 2.192, data_time: 0.058, memory: 5170, top1_acc: 0.2422, top5_acc: 0.4758, loss_cls: 3.6045, loss: 3.6045, grad_norm: 6.5203 2020-07-25 05:08:34,441 - mmaction - INFO - Epoch [1][2920/3757] lr: 1.000e-02, eta: 9 days, 22:53:25, time: 2.264, data_time: 0.011, memory: 5170, top1_acc: 0.2305, top5_acc: 0.4727, loss_cls: 3.6501, loss: 3.6501, grad_norm: 6.5812 2020-07-25 05:09:15,384 - mmaction - INFO - Epoch [1][2940/3757] lr: 1.000e-02, eta: 9 days, 22:41:55, time: 2.053, data_time: 0.024, memory: 5170, top1_acc: 0.2391, top5_acc: 0.4766, loss_cls: 3.6188, loss: 3.6188, grad_norm: 6.4231 2020-07-25 05:09:57,390 - mmaction - INFO - Epoch [1][2960/3757] lr: 1.000e-02, eta: 9 days, 22:32:12, time: 2.092, data_time: 0.106, memory: 5170, top1_acc: 0.2437, top5_acc: 0.4750, loss_cls: 3.6608, loss: 3.6608, grad_norm: 6.4634 2020-07-25 05:10:41,097 - mmaction - INFO - Epoch [1][2980/3757] lr: 1.000e-02, eta: 9 days, 22:26:48, time: 2.193, data_time: 0.402, memory: 5170, top1_acc: 0.2328, top5_acc: 0.4578, loss_cls: 3.7076, loss: 3.7076, grad_norm: 6.3871 2020-07-25 05:11:23,549 - mmaction - INFO - Epoch [1][3000/3757] lr: 1.000e-02, eta: 9 days, 22:18:36, time: 2.123, data_time: 0.048, memory: 5170, top1_acc: 0.2531, top5_acc: 0.4719, loss_cls: 3.5803, loss: 3.5803, grad_norm: 6.2534 2020-07-25 05:12:09,773 - mmaction - INFO - Epoch [1][3020/3757] lr: 1.000e-02, eta: 9 days, 22:18:02, time: 2.307, data_time: 0.002, memory: 5170, top1_acc: 0.2352, top5_acc: 0.4648, loss_cls: 3.6666, loss: 3.6666, grad_norm: 6.3327 2020-07-25 05:12:50,670 - mmaction - INFO - Epoch [1][3040/3757] lr: 1.000e-02, eta: 9 days, 22:06:46, time: 2.045, data_time: 0.026, memory: 5170, top1_acc: 0.2258, top5_acc: 0.4750, loss_cls: 3.6572, loss: 3.6572, grad_norm: 6.4478 2020-07-25 05:13:36,957 - mmaction - INFO - Epoch [1][3060/3757] lr: 1.000e-02, eta: 9 days, 22:06:39, time: 2.316, data_time: 0.020, memory: 5170, top1_acc: 0.2383, top5_acc: 0.4828, loss_cls: 3.6046, loss: 3.6046, grad_norm: 6.2830 2020-07-25 05:14:23,043 - mmaction - INFO - Epoch [1][3080/3757] lr: 1.000e-02, eta: 9 days, 22:06:07, time: 2.306, data_time: 0.005, memory: 5170, top1_acc: 0.2258, top5_acc: 0.4953, loss_cls: 3.6370, loss: 3.6370, grad_norm: 6.4642 2020-07-25 05:15:09,212 - mmaction - INFO - Epoch [1][3100/3757] lr: 1.000e-02, eta: 9 days, 22:05:40, time: 2.308, data_time: 0.005, memory: 5170, top1_acc: 0.2109, top5_acc: 0.4539, loss_cls: 3.6965, loss: 3.6965, grad_norm: 6.4788 2020-07-25 05:15:51,714 - mmaction - INFO - Epoch [1][3120/3757] lr: 1.000e-02, eta: 9 days, 21:57:55, time: 2.125, data_time: 0.002, memory: 5170, top1_acc: 0.2313, top5_acc: 0.4781, loss_cls: 3.6088, loss: 3.6088, grad_norm: 6.3564 2020-07-25 05:16:37,663 - mmaction - INFO - Epoch [1][3140/3757] lr: 1.000e-02, eta: 9 days, 21:57:05, time: 2.297, data_time: 0.007, memory: 5170, top1_acc: 0.2211, top5_acc: 0.4789, loss_cls: 3.6118, loss: 3.6118, grad_norm: 6.3500 2020-07-25 05:17:21,157 - mmaction - INFO - Epoch [1][3160/3757] lr: 1.000e-02, eta: 9 days, 21:51:18, time: 2.172, data_time: 0.007, memory: 5170, top1_acc: 0.2383, top5_acc: 0.5055, loss_cls: 3.5118, loss: 3.5118, grad_norm: 6.4552 2020-07-25 05:18:05,326 - mmaction - INFO - Epoch [1][3180/3757] lr: 1.000e-02, eta: 9 days, 21:47:08, time: 2.211, data_time: 0.005, memory: 5170, top1_acc: 0.2445, top5_acc: 0.4945, loss_cls: 3.5086, loss: 3.5086, grad_norm: 6.5302 2020-07-25 05:18:47,564 - mmaction - INFO - Epoch [1][3200/3757] lr: 1.000e-02, eta: 9 days, 21:38:55, time: 2.106, data_time: 0.007, memory: 5170, top1_acc: 0.2391, top5_acc: 0.4852, loss_cls: 3.5861, loss: 3.5861, grad_norm: 6.4273 2020-07-25 05:19:33,360 - mmaction - INFO - Epoch [1][3220/3757] lr: 1.000e-02, eta: 9 days, 21:38:07, time: 2.296, data_time: 0.009, memory: 5170, top1_acc: 0.2500, top5_acc: 0.4914, loss_cls: 3.5867, loss: 3.5867, grad_norm: 6.3693 2020-07-25 05:20:16,332 - mmaction - INFO - Epoch [1][3240/3757] lr: 1.000e-02, eta: 9 days, 21:31:27, time: 2.143, data_time: 0.003, memory: 5170, top1_acc: 0.2469, top5_acc: 0.5047, loss_cls: 3.5049, loss: 3.5049, grad_norm: 6.4373 2020-07-25 05:21:01,452 - mmaction - INFO - Epoch [1][3260/3757] lr: 1.000e-02, eta: 9 days, 21:29:24, time: 2.262, data_time: 0.031, memory: 5170, top1_acc: 0.2258, top5_acc: 0.4852, loss_cls: 3.6050, loss: 3.6050, grad_norm: 6.6686 2020-07-25 05:21:44,046 - mmaction - INFO - Epoch [1][3280/3757] lr: 1.000e-02, eta: 9 days, 21:22:07, time: 2.123, data_time: 0.034, memory: 5170, top1_acc: 0.2305, top5_acc: 0.4789, loss_cls: 3.5814, loss: 3.5814, grad_norm: 6.3262 2020-07-25 05:22:25,987 - mmaction - INFO - Epoch [1][3300/3757] lr: 1.000e-02, eta: 9 days, 21:14:04, time: 2.101, data_time: 0.038, memory: 5170, top1_acc: 0.2578, top5_acc: 0.4836, loss_cls: 3.5275, loss: 3.5275, grad_norm: 6.3399 2020-07-25 05:23:10,720 - mmaction - INFO - Epoch [1][3320/3757] lr: 1.000e-02, eta: 9 days, 21:10:58, time: 2.231, data_time: 0.050, memory: 5170, top1_acc: 0.2344, top5_acc: 0.5141, loss_cls: 3.5193, loss: 3.5193, grad_norm: 6.4920 2020-07-25 05:23:51,658 - mmaction - INFO - Epoch [1][3340/3757] lr: 1.000e-02, eta: 9 days, 21:01:22, time: 2.055, data_time: 0.035, memory: 5170, top1_acc: 0.2531, top5_acc: 0.4977, loss_cls: 3.5998, loss: 3.5998, grad_norm: 6.3370 2020-07-25 05:24:36,500 - mmaction - INFO - Epoch [1][3360/3757] lr: 1.000e-02, eta: 9 days, 20:58:30, time: 2.235, data_time: 0.012, memory: 5170, top1_acc: 0.2289, top5_acc: 0.4945, loss_cls: 3.5839, loss: 3.5839, grad_norm: 6.3247 2020-07-25 05:25:21,399 - mmaction - INFO - Epoch [1][3380/3757] lr: 1.000e-02, eta: 9 days, 20:56:06, time: 2.247, data_time: 0.010, memory: 5170, top1_acc: 0.2602, top5_acc: 0.5047, loss_cls: 3.4254, loss: 3.4254, grad_norm: 6.2801 2020-07-25 05:26:04,676 - mmaction - INFO - Epoch [1][3400/3757] lr: 1.000e-02, eta: 9 days, 20:50:38, time: 2.162, data_time: 0.008, memory: 5170, top1_acc: 0.2328, top5_acc: 0.4820, loss_cls: 3.5876, loss: 3.5876, grad_norm: 6.2599 2020-07-25 05:26:50,788 - mmaction - INFO - Epoch [1][3420/3757] lr: 1.000e-02, eta: 9 days, 20:50:42, time: 2.313, data_time: 0.010, memory: 5170, top1_acc: 0.2492, top5_acc: 0.5148, loss_cls: 3.4885, loss: 3.4885, grad_norm: 6.4694 2020-07-25 05:27:34,605 - mmaction - INFO - Epoch [1][3440/3757] lr: 1.000e-02, eta: 9 days, 20:46:20, time: 2.190, data_time: 0.019, memory: 5170, top1_acc: 0.2375, top5_acc: 0.4898, loss_cls: 3.5492, loss: 3.5492, grad_norm: 6.4523 2020-07-25 05:28:17,329 - mmaction - INFO - Epoch [1][3460/3757] lr: 1.000e-02, eta: 9 days, 20:39:51, time: 2.130, data_time: 0.367, memory: 5170, top1_acc: 0.2687, top5_acc: 0.5000, loss_cls: 3.4985, loss: 3.4985, grad_norm: 6.2303 2020-07-25 05:28:59,529 - mmaction - INFO - Epoch [1][3480/3757] lr: 1.000e-02, eta: 9 days, 20:32:56, time: 2.116, data_time: 0.517, memory: 5170, top1_acc: 0.2672, top5_acc: 0.5055, loss_cls: 3.4963, loss: 3.4963, grad_norm: 6.4290 2020-07-25 05:29:41,670 - mmaction - INFO - Epoch [1][3500/3757] lr: 1.000e-02, eta: 9 days, 20:25:38, time: 2.104, data_time: 0.761, memory: 5170, top1_acc: 0.2570, top5_acc: 0.4938, loss_cls: 3.5417, loss: 3.5417, grad_norm: 6.3511 2020-07-25 05:30:25,217 - mmaction - INFO - Epoch [1][3520/3757] lr: 1.000e-02, eta: 9 days, 20:21:08, time: 2.181, data_time: 0.709, memory: 5170, top1_acc: 0.2500, top5_acc: 0.4883, loss_cls: 3.5076, loss: 3.5076, grad_norm: 6.2464 2020-07-25 05:31:06,260 - mmaction - INFO - Epoch [1][3540/3757] lr: 1.000e-02, eta: 9 days, 20:12:10, time: 2.052, data_time: 0.883, memory: 5170, top1_acc: 0.2375, top5_acc: 0.4930, loss_cls: 3.4767, loss: 3.4767, grad_norm: 6.3103 2020-07-25 05:31:49,624 - mmaction - INFO - Epoch [1][3560/3757] lr: 1.000e-02, eta: 9 days, 20:07:13, time: 2.164, data_time: 1.217, memory: 5170, top1_acc: 0.2484, top5_acc: 0.4930, loss_cls: 3.5169, loss: 3.5169, grad_norm: 6.3025 2020-07-25 05:32:33,742 - mmaction - INFO - Epoch [1][3580/3757] lr: 1.000e-02, eta: 9 days, 20:03:44, time: 2.206, data_time: 1.642, memory: 5170, top1_acc: 0.2500, top5_acc: 0.5227, loss_cls: 3.4257, loss: 3.4257, grad_norm: 6.2738 2020-07-25 05:33:15,004 - mmaction - INFO - Epoch [1][3600/3757] lr: 1.000e-02, eta: 9 days, 19:55:15, time: 2.059, data_time: 1.496, memory: 5170, top1_acc: 0.2531, top5_acc: 0.5227, loss_cls: 3.4730, loss: 3.4730, grad_norm: 6.5007 2020-07-25 05:33:59,312 - mmaction - INFO - Epoch [1][3620/3757] lr: 1.000e-02, eta: 9 days, 19:52:25, time: 2.222, data_time: 1.634, memory: 5170, top1_acc: 0.2375, top5_acc: 0.4805, loss_cls: 3.5646, loss: 3.5646, grad_norm: 6.6370 2020-07-25 05:34:39,515 - mmaction - INFO - Epoch [1][3640/3757] lr: 1.000e-02, eta: 9 days, 19:42:20, time: 2.008, data_time: 1.473, memory: 5170, top1_acc: 0.2328, top5_acc: 0.4773, loss_cls: 3.5826, loss: 3.5826, grad_norm: 6.3308 2020-07-25 05:35:19,176 - mmaction - INFO - Epoch [1][3660/3757] lr: 1.000e-02, eta: 9 days, 19:31:27, time: 1.982, data_time: 1.406, memory: 5170, top1_acc: 0.2242, top5_acc: 0.4797, loss_cls: 3.6239, loss: 3.6239, grad_norm: 6.3909 2020-07-25 05:36:01,379 - mmaction - INFO - Epoch [1][3680/3757] lr: 1.000e-02, eta: 9 days, 19:25:06, time: 2.113, data_time: 1.566, memory: 5170, top1_acc: 0.2648, top5_acc: 0.5039, loss_cls: 3.4517, loss: 3.4517, grad_norm: 6.3417 2020-07-25 05:36:43,488 - mmaction - INFO - Epoch [1][3700/3757] lr: 1.000e-02, eta: 9 days, 19:18:26, time: 2.102, data_time: 1.079, memory: 5170, top1_acc: 0.2391, top5_acc: 0.5008, loss_cls: 3.5137, loss: 3.5137, grad_norm: 6.5467 2020-07-25 05:37:24,555 - mmaction - INFO - Epoch [1][3720/3757] lr: 1.000e-02, eta: 9 days, 19:10:19, time: 2.057, data_time: 1.279, memory: 5170, top1_acc: 0.2484, top5_acc: 0.4969, loss_cls: 3.5280, loss: 3.5280, grad_norm: 6.2641 2020-07-25 05:38:06,089 - mmaction - INFO - Epoch [1][3740/3757] lr: 1.000e-02, eta: 9 days, 19:02:59, time: 2.078, data_time: 1.153, memory: 5170, top1_acc: 0.2352, top5_acc: 0.4914, loss_cls: 3.5318, loss: 3.5318, grad_norm: 6.4093 2020-07-25 05:38:38,351 - mmaction - INFO - Saving checkpoint at 1 epochs 2020-07-25 05:39:32,456 - mmaction - INFO - Epoch [2][20/3757] lr: 1.000e-02, eta: 9 days, 18:09:41, time: 2.627, data_time: 1.293, memory: 5170, top1_acc: 0.2609, top5_acc: 0.5047, loss_cls: 3.4243, loss: 3.4243, grad_norm: 6.3604 2020-07-25 05:40:13,621 - mmaction - INFO - Epoch [2][40/3757] lr: 1.000e-02, eta: 9 days, 18:01:58, time: 2.053, data_time: 0.085, memory: 5170, top1_acc: 0.2477, top5_acc: 0.5047, loss_cls: 3.5349, loss: 3.5349, grad_norm: 6.5240 2020-07-25 05:40:53,667 - mmaction - INFO - Epoch [2][60/3757] lr: 1.000e-02, eta: 9 days, 17:52:53, time: 2.009, data_time: 0.009, memory: 5170, top1_acc: 0.2672, top5_acc: 0.5219, loss_cls: 3.4060, loss: 3.4060, grad_norm: 6.2650 2020-07-25 05:41:31,146 - mmaction - INFO - Epoch [2][80/3757] lr: 1.000e-02, eta: 9 days, 17:39:17, time: 1.867, data_time: 0.006, memory: 5170, top1_acc: 0.2602, top5_acc: 0.5188, loss_cls: 3.4163, loss: 3.4163, grad_norm: 6.5607 2020-07-25 05:42:11,104 - mmaction - INFO - Epoch [2][100/3757] lr: 1.000e-02, eta: 9 days, 17:30:17, time: 2.005, data_time: 0.018, memory: 5170, top1_acc: 0.2680, top5_acc: 0.5148, loss_cls: 3.4018, loss: 3.4018, grad_norm: 6.2717 2020-07-25 05:42:48,473 - mmaction - INFO - Epoch [2][120/3757] lr: 1.000e-02, eta: 9 days, 17:16:42, time: 1.860, data_time: 0.006, memory: 5170, top1_acc: 0.2562, top5_acc: 0.5102, loss_cls: 3.4719, loss: 3.4719, grad_norm: 6.3597 2020-07-25 05:43:29,367 - mmaction - INFO - Epoch [2][140/3757] lr: 1.000e-02, eta: 9 days, 17:09:11, time: 2.046, data_time: 0.011, memory: 5170, top1_acc: 0.2602, top5_acc: 0.5172, loss_cls: 3.4382, loss: 3.4382, grad_norm: 6.4290 2020-07-25 05:44:07,810 - mmaction - INFO - Epoch [2][160/3757] lr: 1.000e-02, eta: 9 days, 16:57:50, time: 1.923, data_time: 0.010, memory: 5170, top1_acc: 0.2766, top5_acc: 0.5211, loss_cls: 3.3735, loss: 3.3735, grad_norm: 6.5280 2020-07-25 05:44:46,139 - mmaction - INFO - Epoch [2][180/3757] lr: 1.000e-02, eta: 9 days, 16:46:24, time: 1.916, data_time: 0.015, memory: 5170, top1_acc: 0.2602, top5_acc: 0.5000, loss_cls: 3.4330, loss: 3.4330, grad_norm: 6.3672 2020-07-25 05:45:23,746 - mmaction - INFO - Epoch [2][200/3757] lr: 1.000e-02, eta: 9 days, 16:34:00, time: 1.882, data_time: 0.010, memory: 5170, top1_acc: 0.2406, top5_acc: 0.5148, loss_cls: 3.4665, loss: 3.4665, grad_norm: 6.2329 2020-07-25 05:46:03,753 - mmaction - INFO - Epoch [2][220/3757] lr: 1.000e-02, eta: 9 days, 16:25:33, time: 2.005, data_time: 0.008, memory: 5170, top1_acc: 0.2672, top5_acc: 0.5211, loss_cls: 3.3577, loss: 3.3577, grad_norm: 6.2540 2020-07-25 05:46:39,179 - mmaction - INFO - Epoch [2][240/3757] lr: 1.000e-02, eta: 9 days, 16:09:52, time: 1.769, data_time: 0.008, memory: 5170, top1_acc: 0.2672, top5_acc: 0.5141, loss_cls: 3.3838, loss: 3.3838, grad_norm: 6.3839 2020-07-25 05:47:18,210 - mmaction - INFO - Epoch [2][260/3757] lr: 1.000e-02, eta: 9 days, 16:00:01, time: 1.954, data_time: 0.020, memory: 5170, top1_acc: 0.2437, top5_acc: 0.5031, loss_cls: 3.4580, loss: 3.4580, grad_norm: 6.3963 2020-07-25 05:47:54,853 - mmaction - INFO - Epoch [2][280/3757] lr: 1.000e-02, eta: 9 days, 15:46:22, time: 1.826, data_time: 0.008, memory: 5170, top1_acc: 0.2734, top5_acc: 0.5062, loss_cls: 3.4170, loss: 3.4170, grad_norm: 6.4321 2020-07-25 05:48:35,378 - mmaction - INFO - Epoch [2][300/3757] lr: 1.000e-02, eta: 9 days, 15:39:08, time: 2.033, data_time: 0.009, memory: 5170, top1_acc: 0.2594, top5_acc: 0.5383, loss_cls: 3.4328, loss: 3.4328, grad_norm: 6.4793 2020-07-25 05:49:14,742 - mmaction - INFO - Epoch [2][320/3757] lr: 1.000e-02, eta: 9 days, 15:29:46, time: 1.960, data_time: 0.009, memory: 5170, top1_acc: 0.2641, top5_acc: 0.5094, loss_cls: 3.4141, loss: 3.4141, grad_norm: 6.2508 2020-07-25 05:49:52,342 - mmaction - INFO - Epoch [2][340/3757] lr: 1.000e-02, eta: 9 days, 15:18:16, time: 1.887, data_time: 0.010, memory: 5170, top1_acc: 0.2586, top5_acc: 0.5016, loss_cls: 3.5382, loss: 3.5382, grad_norm: 6.4255 2020-07-25 05:50:31,039 - mmaction - INFO - Epoch [2][360/3757] lr: 1.000e-02, eta: 9 days, 15:08:14, time: 1.932, data_time: 0.007, memory: 5170, top1_acc: 0.2680, top5_acc: 0.5320, loss_cls: 3.3709, loss: 3.3709, grad_norm: 6.1716 2020-07-25 05:51:10,846 - mmaction - INFO - Epoch [2][380/3757] lr: 1.000e-02, eta: 9 days, 15:00:08, time: 1.994, data_time: 0.009, memory: 5170, top1_acc: 0.2836, top5_acc: 0.5203, loss_cls: 3.3875, loss: 3.3875, grad_norm: 6.3368 2020-07-25 05:51:51,199 - mmaction - INFO - Epoch [2][400/3757] lr: 1.000e-02, eta: 9 days, 14:52:35, time: 2.010, data_time: 0.008, memory: 5170, top1_acc: 0.2445, top5_acc: 0.4969, loss_cls: 3.5175, loss: 3.5175, grad_norm: 6.3658 2020-07-25 05:52:28,851 - mmaction - INFO - Epoch [2][420/3757] lr: 1.000e-02, eta: 9 days, 14:41:28, time: 1.888, data_time: 0.010, memory: 5170, top1_acc: 0.2516, top5_acc: 0.5031, loss_cls: 3.5011, loss: 3.5011, grad_norm: 6.2375 2020-07-25 05:53:04,497 - mmaction - INFO - Epoch [2][440/3757] lr: 1.000e-02, eta: 9 days, 14:27:23, time: 1.783, data_time: 0.015, memory: 5170, top1_acc: 0.2523, top5_acc: 0.5180, loss_cls: 3.4819, loss: 3.4819, grad_norm: 6.5012 2020-07-25 05:53:40,203 - mmaction - INFO - Epoch [2][460/3757] lr: 1.000e-02, eta: 9 days, 14:13:32, time: 1.787, data_time: 0.004, memory: 5170, top1_acc: 0.2781, top5_acc: 0.5203, loss_cls: 3.4506, loss: 3.4506, grad_norm: 6.3688 2020-07-25 05:54:24,569 - mmaction - INFO - Epoch [2][480/3757] lr: 1.000e-02, eta: 9 days, 14:12:23, time: 2.217, data_time: 0.003, memory: 5170, top1_acc: 0.2656, top5_acc: 0.5172, loss_cls: 3.4196, loss: 3.4196, grad_norm: 6.4189 2020-07-25 05:55:00,847 - mmaction - INFO - Epoch [2][500/3757] lr: 1.000e-02, eta: 9 days, 13:59:27, time: 1.812, data_time: 0.007, memory: 5170, top1_acc: 0.2812, top5_acc: 0.5305, loss_cls: 3.3186, loss: 3.3186, grad_norm: 6.3241 2020-07-25 05:55:38,970 - mmaction - INFO - Epoch [2][520/3757] lr: 1.000e-02, eta: 9 days, 13:49:17, time: 1.903, data_time: 0.024, memory: 5170, top1_acc: 0.2719, top5_acc: 0.5250, loss_cls: 3.3835, loss: 3.3835, grad_norm: 6.4066 2020-07-25 05:56:18,758 - mmaction - INFO - Epoch [2][540/3757] lr: 1.000e-02, eta: 9 days, 13:41:50, time: 1.995, data_time: 0.011, memory: 5170, top1_acc: 0.2789, top5_acc: 0.5250, loss_cls: 3.2738, loss: 3.2738, grad_norm: 6.4329 2020-07-25 05:56:57,080 - mmaction - INFO - Epoch [2][560/3757] lr: 1.000e-02, eta: 9 days, 13:31:56, time: 1.907, data_time: 0.008, memory: 5170, top1_acc: 0.2641, top5_acc: 0.5336, loss_cls: 3.3552, loss: 3.3552, grad_norm: 6.4143 2020-07-25 05:57:33,774 - mmaction - INFO - Epoch [2][580/3757] lr: 1.000e-02, eta: 9 days, 13:20:20, time: 1.845, data_time: 0.013, memory: 5170, top1_acc: 0.2695, top5_acc: 0.5273, loss_cls: 3.3704, loss: 3.3704, grad_norm: 6.3841 2020-07-25 05:58:14,230 - mmaction - INFO - Epoch [2][600/3757] lr: 1.000e-02, eta: 9 days, 13:13:38, time: 2.013, data_time: 0.048, memory: 5170, top1_acc: 0.2703, top5_acc: 0.5320, loss_cls: 3.2961, loss: 3.2961, grad_norm: 6.3395 2020-07-25 05:58:52,511 - mmaction - INFO - Epoch [2][620/3757] lr: 1.000e-02, eta: 9 days, 13:04:22, time: 1.921, data_time: 0.283, memory: 5170, top1_acc: 0.2602, top5_acc: 0.5328, loss_cls: 3.4219, loss: 3.4219, grad_norm: 6.2613 2020-07-25 05:59:30,752 - mmaction - INFO - Epoch [2][640/3757] lr: 1.000e-02, eta: 9 days, 12:54:59, time: 1.914, data_time: 1.015, memory: 5170, top1_acc: 0.2727, top5_acc: 0.5000, loss_cls: 3.3893, loss: 3.3893, grad_norm: 6.4211 2020-07-25 06:00:09,700 - mmaction - INFO - Epoch [2][660/3757] lr: 1.000e-02, eta: 9 days, 12:46:30, time: 1.943, data_time: 0.340, memory: 5170, top1_acc: 0.2672, top5_acc: 0.5078, loss_cls: 3.4140, loss: 3.4140, grad_norm: 6.3327 2020-07-25 06:00:44,707 - mmaction - INFO - Epoch [2][680/3757] lr: 1.000e-02, eta: 9 days, 12:32:44, time: 1.751, data_time: 0.308, memory: 5170, top1_acc: 0.2594, top5_acc: 0.4930, loss_cls: 3.4668, loss: 3.4668, grad_norm: 6.2533 2020-07-25 06:01:24,665 - mmaction - INFO - Epoch [2][700/3757] lr: 1.000e-02, eta: 9 days, 12:25:49, time: 1.994, data_time: 0.134, memory: 5170, top1_acc: 0.2773, top5_acc: 0.5422, loss_cls: 3.3439, loss: 3.3439, grad_norm: 6.1976 2020-07-25 06:02:03,762 - mmaction - INFO - Epoch [2][720/3757] lr: 1.000e-02, eta: 9 days, 12:18:04, time: 1.962, data_time: 0.242, memory: 5170, top1_acc: 0.2594, top5_acc: 0.5289, loss_cls: 3.3777, loss: 3.3777, grad_norm: 6.2554 2020-07-25 06:02:40,825 - mmaction - INFO - Epoch [2][740/3757] lr: 1.000e-02, eta: 9 days, 12:07:19, time: 1.850, data_time: 0.483, memory: 5170, top1_acc: 0.2820, top5_acc: 0.5258, loss_cls: 3.4281, loss: 3.4281, grad_norm: 6.2131 2020-07-25 06:03:23,335 - mmaction - INFO - Epoch [2][760/3757] lr: 1.000e-02, eta: 9 days, 12:04:06, time: 2.122, data_time: 0.722, memory: 5170, top1_acc: 0.2820, top5_acc: 0.5234, loss_cls: 3.3542, loss: 3.3542, grad_norm: 6.2629 2020-07-25 06:03:55,365 - mmaction - INFO - Epoch [2][780/3757] lr: 1.000e-02, eta: 9 days, 11:46:57, time: 1.610, data_time: 0.378, memory: 5170, top1_acc: 0.2758, top5_acc: 0.5188, loss_cls: 3.3891, loss: 3.3891, grad_norm: 6.4429 2020-07-25 06:04:32,518 - mmaction - INFO - Epoch [2][800/3757] lr: 1.000e-02, eta: 9 days, 11:36:23, time: 1.847, data_time: 1.064, memory: 5170, top1_acc: 0.3023, top5_acc: 0.5492, loss_cls: 3.2926, loss: 3.2926, grad_norm: 6.3070 2020-07-25 06:05:11,297 - mmaction - INFO - Epoch [2][820/3757] lr: 1.000e-02, eta: 9 days, 11:28:37, time: 1.947, data_time: 1.148, memory: 5170, top1_acc: 0.2766, top5_acc: 0.5594, loss_cls: 3.2966, loss: 3.2966, grad_norm: 6.2583 2020-07-25 06:05:51,068 - mmaction - INFO - Epoch [2][840/3757] lr: 1.000e-02, eta: 9 days, 11:22:03, time: 1.990, data_time: 0.333, memory: 5170, top1_acc: 0.2586, top5_acc: 0.5227, loss_cls: 3.4640, loss: 3.4640, grad_norm: 6.3816 2020-07-25 06:06:29,485 - mmaction - INFO - Epoch [2][860/3757] lr: 1.000e-02, eta: 9 days, 11:13:31, time: 1.915, data_time: 0.008, memory: 5170, top1_acc: 0.2844, top5_acc: 0.5367, loss_cls: 3.3186, loss: 3.3186, grad_norm: 6.3722 2020-07-25 06:07:05,293 - mmaction - INFO - Epoch [2][880/3757] lr: 1.000e-02, eta: 9 days, 11:01:54, time: 1.797, data_time: 0.015, memory: 5170, top1_acc: 0.2531, top5_acc: 0.5180, loss_cls: 3.4150, loss: 3.4150, grad_norm: 6.4229 2020-07-25 06:07:47,310 - mmaction - INFO - Epoch [2][900/3757] lr: 1.000e-02, eta: 9 days, 10:58:17, time: 2.094, data_time: 0.015, memory: 5170, top1_acc: 0.2750, top5_acc: 0.5102, loss_cls: 3.3708, loss: 3.3708, grad_norm: 6.2065 2020-07-25 06:08:27,941 - mmaction - INFO - Epoch [2][920/3757] lr: 1.000e-02, eta: 9 days, 10:53:14, time: 2.039, data_time: 0.010, memory: 5170, top1_acc: 0.3008, top5_acc: 0.5469, loss_cls: 3.2728, loss: 3.2728, grad_norm: 6.1246 2020-07-25 06:09:04,217 - mmaction - INFO - Epoch [2][940/3757] lr: 1.000e-02, eta: 9 days, 10:42:03, time: 1.805, data_time: 0.007, memory: 5170, top1_acc: 0.2992, top5_acc: 0.5500, loss_cls: 3.1737, loss: 3.1737, grad_norm: 6.2193 2020-07-25 06:09:41,947 - mmaction - INFO - Epoch [2][960/3757] lr: 1.000e-02, eta: 9 days, 10:33:19, time: 1.894, data_time: 0.011, memory: 5170, top1_acc: 0.2703, top5_acc: 0.5141, loss_cls: 3.3876, loss: 3.3876, grad_norm: 6.4110 2020-07-25 06:10:20,888 - mmaction - INFO - Epoch [2][980/3757] lr: 1.000e-02, eta: 9 days, 10:25:55, time: 1.943, data_time: 0.009, memory: 5170, top1_acc: 0.2617, top5_acc: 0.5219, loss_cls: 3.4012, loss: 3.4012, grad_norm: 6.1407 2020-07-25 06:10:58,554 - mmaction - INFO - Epoch [2][1000/3757] lr: 1.000e-02, eta: 9 days, 10:17:09, time: 1.889, data_time: 0.009, memory: 5170, top1_acc: 0.3047, top5_acc: 0.5461, loss_cls: 3.2598, loss: 3.2598, grad_norm: 6.1735 2020-07-25 06:11:35,100 - mmaction - INFO - Epoch [2][1020/3757] lr: 1.000e-02, eta: 9 days, 10:06:52, time: 1.827, data_time: 0.007, memory: 5170, top1_acc: 0.2531, top5_acc: 0.4984, loss_cls: 3.4581, loss: 3.4581, grad_norm: 6.4331 2020-07-25 06:12:15,301 - mmaction - INFO - Epoch [2][1040/3757] lr: 1.000e-02, eta: 9 days, 10:01:12, time: 2.003, data_time: 0.008, memory: 5170, top1_acc: 0.2812, top5_acc: 0.5383, loss_cls: 3.3823, loss: 3.3823, grad_norm: 6.2174 2020-07-25 06:12:54,438 - mmaction - INFO - Epoch [2][1060/3757] lr: 1.000e-02, eta: 9 days, 9:54:32, time: 1.962, data_time: 0.009, memory: 5170, top1_acc: 0.2883, top5_acc: 0.5172, loss_cls: 3.3360, loss: 3.3360, grad_norm: 6.2593 2020-07-25 06:13:30,541 - mmaction - INFO - Epoch [2][1080/3757] lr: 1.000e-02, eta: 9 days, 9:43:56, time: 1.807, data_time: 0.503, memory: 5170, top1_acc: 0.2734, top5_acc: 0.5328, loss_cls: 3.3273, loss: 3.3273, grad_norm: 6.1743 2020-07-25 06:14:08,834 - mmaction - INFO - Epoch [2][1100/3757] lr: 1.000e-02, eta: 9 days, 9:35:58, time: 1.907, data_time: 0.426, memory: 5170, top1_acc: 0.2891, top5_acc: 0.5352, loss_cls: 3.3344, loss: 3.3344, grad_norm: 6.4071 2020-07-25 06:14:46,671 - mmaction - INFO - Epoch [2][1120/3757] lr: 1.000e-02, eta: 9 days, 9:27:52, time: 1.899, data_time: 0.328, memory: 5170, top1_acc: 0.2656, top5_acc: 0.5234, loss_cls: 3.3483, loss: 3.3483, grad_norm: 6.3713 2020-07-25 06:15:26,657 - mmaction - INFO - Epoch [2][1140/3757] lr: 1.000e-02, eta: 9 days, 9:22:11, time: 1.992, data_time: 0.007, memory: 5170, top1_acc: 0.2938, top5_acc: 0.5336, loss_cls: 3.2804, loss: 3.2804, grad_norm: 6.3881 2020-07-25 06:16:03,875 - mmaction - INFO - Epoch [2][1160/3757] lr: 1.000e-02, eta: 9 days, 9:13:24, time: 1.868, data_time: 0.009, memory: 5170, top1_acc: 0.2906, top5_acc: 0.5320, loss_cls: 3.3545, loss: 3.3545, grad_norm: 6.2630 2020-07-25 06:16:43,211 - mmaction - INFO - Epoch [2][1180/3757] lr: 1.000e-02, eta: 9 days, 9:07:03, time: 1.962, data_time: 0.008, memory: 5170, top1_acc: 0.2781, top5_acc: 0.5414, loss_cls: 3.3057, loss: 3.3057, grad_norm: 6.3952 2020-07-25 06:17:19,533 - mmaction - INFO - Epoch [2][1200/3757] lr: 1.000e-02, eta: 9 days, 8:57:13, time: 1.821, data_time: 0.007, memory: 5170, top1_acc: 0.2719, top5_acc: 0.5352, loss_cls: 3.3325, loss: 3.3325, grad_norm: 6.4061 2020-07-25 06:17:57,872 - mmaction - INFO - Epoch [2][1220/3757] lr: 1.000e-02, eta: 9 days, 8:49:50, time: 1.916, data_time: 0.008, memory: 5170, top1_acc: 0.2648, top5_acc: 0.5406, loss_cls: 3.3399, loss: 3.3399, grad_norm: 6.2618 2020-07-25 06:18:36,377 - mmaction - INFO - Epoch [2][1240/3757] lr: 1.000e-02, eta: 9 days, 8:42:41, time: 1.924, data_time: 0.301, memory: 5170, top1_acc: 0.2719, top5_acc: 0.5070, loss_cls: 3.3940, loss: 3.3940, grad_norm: 6.1763 2020-07-25 06:19:16,389 - mmaction - INFO - Epoch [2][1260/3757] lr: 1.000e-02, eta: 9 days, 8:37:31, time: 2.002, data_time: 1.088, memory: 5170, top1_acc: 0.2602, top5_acc: 0.5211, loss_cls: 3.3718, loss: 3.3718, grad_norm: 6.2034 2020-07-25 06:19:53,602 - mmaction - INFO - Epoch [2][1280/3757] lr: 1.000e-02, eta: 9 days, 8:28:54, time: 1.860, data_time: 0.713, memory: 5170, top1_acc: 0.2719, top5_acc: 0.5273, loss_cls: 3.3738, loss: 3.3738, grad_norm: 6.2786 2020-07-25 06:20:30,881 - mmaction - INFO - Epoch [2][1300/3757] lr: 1.000e-02, eta: 9 days, 8:20:30, time: 1.866, data_time: 0.616, memory: 5170, top1_acc: 0.2828, top5_acc: 0.5281, loss_cls: 3.3157, loss: 3.3157, grad_norm: 6.3516 2020-07-25 06:21:14,778 - mmaction - INFO - Epoch [2][1320/3757] lr: 1.000e-02, eta: 9 days, 8:20:09, time: 2.195, data_time: 0.579, memory: 5170, top1_acc: 0.3016, top5_acc: 0.5344, loss_cls: 3.2984, loss: 3.2984, grad_norm: 6.1188 2020-07-25 06:21:49,551 - mmaction - INFO - Epoch [2][1340/3757] lr: 1.000e-02, eta: 9 days, 8:08:42, time: 1.736, data_time: 0.003, memory: 5170, top1_acc: 0.2617, top5_acc: 0.5062, loss_cls: 3.4196, loss: 3.4196, grad_norm: 6.2923 2020-07-25 06:22:26,800 - mmaction - INFO - Epoch [2][1360/3757] lr: 1.000e-02, eta: 9 days, 8:00:13, time: 1.856, data_time: 0.010, memory: 5170, top1_acc: 0.2680, top5_acc: 0.5437, loss_cls: 3.2844, loss: 3.2844, grad_norm: 6.1777 2020-07-25 06:23:02,126 - mmaction - INFO - Epoch [2][1380/3757] lr: 1.000e-02, eta: 9 days, 7:49:50, time: 1.775, data_time: 0.345, memory: 5170, top1_acc: 0.3055, top5_acc: 0.5398, loss_cls: 3.1811, loss: 3.1811, grad_norm: 6.2216 2020-07-25 06:23:41,288 - mmaction - INFO - Epoch [2][1400/3757] lr: 1.000e-02, eta: 9 days, 7:43:51, time: 1.955, data_time: 0.008, memory: 5170, top1_acc: 0.2859, top5_acc: 0.5680, loss_cls: 3.2286, loss: 3.2286, grad_norm: 6.3613 2020-07-25 06:24:21,704 - mmaction - INFO - Epoch [2][1420/3757] lr: 1.000e-02, eta: 9 days, 7:39:33, time: 2.024, data_time: 0.008, memory: 5170, top1_acc: 0.3070, top5_acc: 0.5344, loss_cls: 3.2627, loss: 3.2627, grad_norm: 6.3913 2020-07-25 06:24:58,440 - mmaction - INFO - Epoch [2][1440/3757] lr: 1.000e-02, eta: 9 days, 7:30:45, time: 1.833, data_time: 0.008, memory: 5170, top1_acc: 0.2898, top5_acc: 0.5164, loss_cls: 3.3542, loss: 3.3542, grad_norm: 6.2690 2020-07-25 06:25:38,695 - mmaction - INFO - Epoch [2][1460/3757] lr: 1.000e-02, eta: 9 days, 7:26:17, time: 2.014, data_time: 0.009, memory: 5170, top1_acc: 0.2695, top5_acc: 0.5344, loss_cls: 3.3196, loss: 3.3196, grad_norm: 6.1108 2020-07-25 06:26:17,827 - mmaction - INFO - Epoch [2][1480/3757] lr: 1.000e-02, eta: 9 days, 7:20:30, time: 1.956, data_time: 0.010, memory: 5170, top1_acc: 0.2789, top5_acc: 0.5359, loss_cls: 3.3222, loss: 3.3222, grad_norm: 6.3303 2020-07-25 06:26:53,221 - mmaction - INFO - Epoch [2][1500/3757] lr: 1.000e-02, eta: 9 days, 7:10:26, time: 1.773, data_time: 0.328, memory: 5170, top1_acc: 0.2844, top5_acc: 0.5508, loss_cls: 3.3641, loss: 3.3641, grad_norm: 6.3362 2020-07-25 06:27:30,069 - mmaction - INFO - Epoch [2][1520/3757] lr: 1.000e-02, eta: 9 days, 7:01:52, time: 1.833, data_time: 1.006, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5633, loss_cls: 3.2877, loss: 3.2877, grad_norm: 6.2534 2020-07-25 06:28:07,716 - mmaction - INFO - Epoch [2][1540/3757] lr: 1.000e-02, eta: 9 days, 6:54:42, time: 1.891, data_time: 0.357, memory: 5170, top1_acc: 0.2867, top5_acc: 0.5539, loss_cls: 3.2964, loss: 3.2964, grad_norm: 6.3205 2020-07-25 06:28:47,079 - mmaction - INFO - Epoch [2][1560/3757] lr: 1.000e-02, eta: 9 days, 6:49:22, time: 1.968, data_time: 0.034, memory: 5170, top1_acc: 0.2914, top5_acc: 0.5641, loss_cls: 3.2514, loss: 3.2514, grad_norm: 6.2550 2020-07-25 06:29:25,693 - mmaction - INFO - Epoch [2][1580/3757] lr: 1.000e-02, eta: 9 days, 6:43:13, time: 1.932, data_time: 0.022, memory: 5170, top1_acc: 0.2852, top5_acc: 0.5492, loss_cls: 3.2609, loss: 3.2609, grad_norm: 6.2408 2020-07-25 06:30:03,516 - mmaction - INFO - Epoch [2][1600/3757] lr: 1.000e-02, eta: 9 days, 6:36:05, time: 1.886, data_time: 0.007, memory: 5170, top1_acc: 0.2914, top5_acc: 0.5594, loss_cls: 3.2107, loss: 3.2107, grad_norm: 6.1418 2020-07-25 06:30:41,569 - mmaction - INFO - Epoch [2][1620/3757] lr: 1.000e-02, eta: 9 days, 6:29:28, time: 1.907, data_time: 0.056, memory: 5170, top1_acc: 0.2742, top5_acc: 0.5336, loss_cls: 3.3153, loss: 3.3153, grad_norm: 6.1820 2020-07-25 06:31:20,653 - mmaction - INFO - Epoch [2][1640/3757] lr: 1.000e-02, eta: 9 days, 6:23:50, time: 1.948, data_time: 0.758, memory: 5170, top1_acc: 0.2797, top5_acc: 0.5461, loss_cls: 3.2881, loss: 3.2881, grad_norm: 6.1472 2020-07-25 06:31:57,553 - mmaction - INFO - Epoch [2][1660/3757] lr: 1.000e-02, eta: 9 days, 6:15:54, time: 1.846, data_time: 0.789, memory: 5170, top1_acc: 0.2758, top5_acc: 0.5258, loss_cls: 3.3396, loss: 3.3396, grad_norm: 6.1270 2020-07-25 06:32:33,193 - mmaction - INFO - Epoch [2][1680/3757] lr: 1.000e-02, eta: 9 days, 6:06:38, time: 1.784, data_time: 0.029, memory: 5170, top1_acc: 0.2891, top5_acc: 0.5352, loss_cls: 3.3188, loss: 3.3188, grad_norm: 6.1144 2020-07-25 06:33:09,949 - mmaction - INFO - Epoch [2][1700/3757] lr: 1.000e-02, eta: 9 days, 5:58:38, time: 1.837, data_time: 0.008, memory: 5170, top1_acc: 0.2734, top5_acc: 0.5484, loss_cls: 3.2512, loss: 3.2512, grad_norm: 6.1433 2020-07-25 06:33:47,537 - mmaction - INFO - Epoch [2][1720/3757] lr: 1.000e-02, eta: 9 days, 5:51:41, time: 1.882, data_time: 0.005, memory: 5170, top1_acc: 0.3086, top5_acc: 0.5820, loss_cls: 3.1664, loss: 3.1664, grad_norm: 6.1921 2020-07-25 06:34:26,618 - mmaction - INFO - Epoch [2][1740/3757] lr: 1.000e-02, eta: 9 days, 5:46:17, time: 1.948, data_time: 0.008, memory: 5170, top1_acc: 0.2953, top5_acc: 0.5523, loss_cls: 3.2464, loss: 3.2464, grad_norm: 6.1843 2020-07-25 06:35:03,795 - mmaction - INFO - Epoch [2][1760/3757] lr: 1.000e-02, eta: 9 days, 5:39:03, time: 1.865, data_time: 0.009, memory: 5170, top1_acc: 0.2734, top5_acc: 0.5242, loss_cls: 3.3126, loss: 3.3126, grad_norm: 6.1811 2020-07-25 06:35:40,905 - mmaction - INFO - Epoch [2][1780/3757] lr: 1.000e-02, eta: 9 days, 5:31:37, time: 1.854, data_time: 0.002, memory: 5170, top1_acc: 0.2664, top5_acc: 0.5383, loss_cls: 3.3255, loss: 3.3255, grad_norm: 6.3530 2020-07-25 06:36:19,685 - mmaction - INFO - Epoch [2][1800/3757] lr: 1.000e-02, eta: 9 days, 5:26:00, time: 1.934, data_time: 0.009, memory: 5170, top1_acc: 0.2828, top5_acc: 0.5430, loss_cls: 3.3287, loss: 3.3287, grad_norm: 6.1597 2020-07-25 06:36:58,106 - mmaction - INFO - Epoch [2][1820/3757] lr: 1.000e-02, eta: 9 days, 5:20:16, time: 1.927, data_time: 0.009, memory: 5170, top1_acc: 0.3008, top5_acc: 0.5633, loss_cls: 3.1393, loss: 3.1393, grad_norm: 6.0198 2020-07-25 06:37:35,805 - mmaction - INFO - Epoch [2][1840/3757] lr: 1.000e-02, eta: 9 days, 5:13:31, time: 1.879, data_time: 0.008, memory: 5170, top1_acc: 0.2781, top5_acc: 0.5508, loss_cls: 3.3177, loss: 3.3177, grad_norm: 6.2593 2020-07-25 06:38:14,144 - mmaction - INFO - Epoch [2][1860/3757] lr: 1.000e-02, eta: 9 days, 5:07:44, time: 1.921, data_time: 0.009, memory: 5170, top1_acc: 0.2852, top5_acc: 0.5398, loss_cls: 3.3028, loss: 3.3028, grad_norm: 6.1309 2020-07-25 06:38:46,685 - mmaction - INFO - Epoch [2][1880/3757] lr: 1.000e-02, eta: 9 days, 4:55:34, time: 1.628, data_time: 0.013, memory: 5170, top1_acc: 0.2773, top5_acc: 0.5602, loss_cls: 3.2172, loss: 3.2172, grad_norm: 6.2156 2020-07-25 06:39:26,320 - mmaction - INFO - Epoch [2][1900/3757] lr: 1.000e-02, eta: 9 days, 4:51:06, time: 1.977, data_time: 0.003, memory: 5170, top1_acc: 0.2961, top5_acc: 0.5539, loss_cls: 3.2100, loss: 3.2100, grad_norm: 6.2259 2020-07-25 06:40:02,537 - mmaction - INFO - Epoch [2][1920/3757] lr: 1.000e-02, eta: 9 days, 4:43:09, time: 1.816, data_time: 0.007, memory: 5170, top1_acc: 0.2938, top5_acc: 0.5391, loss_cls: 3.3078, loss: 3.3078, grad_norm: 6.3744 2020-07-25 06:40:41,467 - mmaction - INFO - Epoch [2][1940/3757] lr: 1.000e-02, eta: 9 days, 4:38:05, time: 1.946, data_time: 0.003, memory: 5170, top1_acc: 0.2953, top5_acc: 0.5523, loss_cls: 3.2171, loss: 3.2171, grad_norm: 6.1834 2020-07-25 06:41:17,860 - mmaction - INFO - Epoch [2][1960/3757] lr: 1.000e-02, eta: 9 days, 4:30:11, time: 1.814, data_time: 0.009, memory: 5170, top1_acc: 0.2625, top5_acc: 0.5461, loss_cls: 3.2861, loss: 3.2861, grad_norm: 6.0286 2020-07-25 06:41:57,985 - mmaction - INFO - Epoch [2][1980/3757] lr: 1.000e-02, eta: 9 days, 4:26:35, time: 2.011, data_time: 0.016, memory: 5170, top1_acc: 0.2977, top5_acc: 0.5453, loss_cls: 3.2605, loss: 3.2605, grad_norm: 6.1322 2020-07-25 06:42:34,702 - mmaction - INFO - Epoch [2][2000/3757] lr: 1.000e-02, eta: 9 days, 4:19:16, time: 1.837, data_time: 0.004, memory: 5170, top1_acc: 0.2773, top5_acc: 0.5516, loss_cls: 3.2404, loss: 3.2404, grad_norm: 6.0363 2020-07-25 06:43:15,126 - mmaction - INFO - Epoch [2][2020/3757] lr: 1.000e-02, eta: 9 days, 4:15:43, time: 2.011, data_time: 0.013, memory: 5170, top1_acc: 0.2812, top5_acc: 0.5477, loss_cls: 3.3327, loss: 3.3327, grad_norm: 6.1054 2020-07-25 06:43:51,088 - mmaction - INFO - Epoch [2][2040/3757] lr: 1.000e-02, eta: 9 days, 4:07:42, time: 1.801, data_time: 0.013, memory: 5170, top1_acc: 0.2992, top5_acc: 0.5648, loss_cls: 3.2156, loss: 3.2156, grad_norm: 6.1722 2020-07-25 06:44:31,950 - mmaction - INFO - Epoch [2][2060/3757] lr: 1.000e-02, eta: 9 days, 4:05:04, time: 2.051, data_time: 0.011, memory: 5170, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.2243, loss: 3.2243, grad_norm: 6.2723 2020-07-25 06:45:07,125 - mmaction - INFO - Epoch [2][2080/3757] lr: 1.000e-02, eta: 9 days, 3:56:15, time: 1.759, data_time: 0.318, memory: 5170, top1_acc: 0.2891, top5_acc: 0.5430, loss_cls: 3.2630, loss: 3.2630, grad_norm: 6.1843 2020-07-25 06:45:45,992 - mmaction - INFO - Epoch [2][2100/3757] lr: 1.000e-02, eta: 9 days, 3:51:20, time: 1.941, data_time: 0.270, memory: 5170, top1_acc: 0.2891, top5_acc: 0.5375, loss_cls: 3.2937, loss: 3.2937, grad_norm: 6.2655 2020-07-25 06:46:23,495 - mmaction - INFO - Epoch [2][2120/3757] lr: 1.000e-02, eta: 9 days, 3:45:03, time: 1.874, data_time: 0.010, memory: 5170, top1_acc: 0.2914, top5_acc: 0.5437, loss_cls: 3.2932, loss: 3.2932, grad_norm: 6.2233 2020-07-25 06:46:59,333 - mmaction - INFO - Epoch [2][2140/3757] lr: 1.000e-02, eta: 9 days, 3:37:08, time: 1.795, data_time: 0.008, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.2077, loss: 3.2077, grad_norm: 6.1075 2020-07-25 06:47:36,376 - mmaction - INFO - Epoch [2][2160/3757] lr: 1.000e-02, eta: 9 days, 3:30:17, time: 1.844, data_time: 0.008, memory: 5170, top1_acc: 0.3016, top5_acc: 0.5430, loss_cls: 3.2309, loss: 3.2309, grad_norm: 6.1609 2020-07-25 06:48:16,001 - mmaction - INFO - Epoch [2][2180/3757] lr: 1.000e-02, eta: 9 days, 3:26:25, time: 1.984, data_time: 0.035, memory: 5170, top1_acc: 0.2797, top5_acc: 0.5484, loss_cls: 3.2612, loss: 3.2612, grad_norm: 6.1239 2020-07-25 06:48:52,373 - mmaction - INFO - Epoch [2][2200/3757] lr: 1.000e-02, eta: 9 days, 3:19:12, time: 1.822, data_time: 0.022, memory: 5170, top1_acc: 0.3000, top5_acc: 0.5711, loss_cls: 3.1580, loss: 3.1580, grad_norm: 6.2107 2020-07-25 06:49:30,638 - mmaction - INFO - Epoch [2][2220/3757] lr: 1.000e-02, eta: 9 days, 3:13:48, time: 1.908, data_time: 0.019, memory: 5170, top1_acc: 0.3094, top5_acc: 0.5633, loss_cls: 3.1831, loss: 3.1831, grad_norm: 6.0858 2020-07-25 06:50:09,442 - mmaction - INFO - Epoch [2][2240/3757] lr: 1.000e-02, eta: 9 days, 3:09:13, time: 1.946, data_time: 0.009, memory: 5170, top1_acc: 0.3016, top5_acc: 0.5555, loss_cls: 3.1843, loss: 3.1843, grad_norm: 6.1171 2020-07-25 06:50:44,189 - mmaction - INFO - Epoch [2][2260/3757] lr: 1.000e-02, eta: 9 days, 3:00:23, time: 1.738, data_time: 0.003, memory: 5170, top1_acc: 0.3016, top5_acc: 0.5672, loss_cls: 3.1754, loss: 3.1754, grad_norm: 6.0870 2020-07-25 06:51:21,124 - mmaction - INFO - Epoch [2][2280/3757] lr: 1.000e-02, eta: 9 days, 2:53:42, time: 1.840, data_time: 0.007, memory: 5170, top1_acc: 0.2945, top5_acc: 0.5484, loss_cls: 3.2482, loss: 3.2482, grad_norm: 6.2417 2020-07-25 06:52:01,768 - mmaction - INFO - Epoch [2][2300/3757] lr: 1.000e-02, eta: 9 days, 2:51:07, time: 2.040, data_time: 0.010, memory: 5170, top1_acc: 0.2844, top5_acc: 0.5477, loss_cls: 3.2398, loss: 3.2398, grad_norm: 6.3398 2020-07-25 06:52:37,085 - mmaction - INFO - Epoch [2][2320/3757] lr: 1.000e-02, eta: 9 days, 2:42:59, time: 1.765, data_time: 0.002, memory: 5170, top1_acc: 0.3000, top5_acc: 0.5539, loss_cls: 3.2354, loss: 3.2354, grad_norm: 6.2517 2020-07-25 06:53:10,353 - mmaction - INFO - Epoch [2][2340/3757] lr: 1.000e-02, eta: 9 days, 2:32:51, time: 1.664, data_time: 0.002, memory: 5170, top1_acc: 0.2883, top5_acc: 0.5430, loss_cls: 3.2808, loss: 3.2808, grad_norm: 6.2686 2020-07-25 06:53:48,350 - mmaction - INFO - Epoch [2][2360/3757] lr: 1.000e-02, eta: 9 days, 2:27:31, time: 1.899, data_time: 0.002, memory: 5170, top1_acc: 0.2852, top5_acc: 0.5250, loss_cls: 3.2913, loss: 3.2913, grad_norm: 6.1500 2020-07-25 06:54:27,945 - mmaction - INFO - Epoch [2][2380/3757] lr: 1.000e-02, eta: 9 days, 2:23:47, time: 1.977, data_time: 0.008, memory: 5170, top1_acc: 0.2898, top5_acc: 0.5539, loss_cls: 3.2462, loss: 3.2462, grad_norm: 6.2401 2020-07-25 06:55:02,773 - mmaction - INFO - Epoch [2][2400/3757] lr: 1.000e-02, eta: 9 days, 2:15:23, time: 1.743, data_time: 0.009, memory: 5170, top1_acc: 0.2930, top5_acc: 0.5547, loss_cls: 3.2500, loss: 3.2500, grad_norm: 6.2738 2020-07-25 06:55:42,814 - mmaction - INFO - Epoch [2][2420/3757] lr: 1.000e-02, eta: 9 days, 2:12:13, time: 2.003, data_time: 0.003, memory: 5170, top1_acc: 0.3219, top5_acc: 0.5703, loss_cls: 3.1946, loss: 3.1946, grad_norm: 6.1524 2020-07-25 06:56:22,160 - mmaction - INFO - Epoch [2][2440/3757] lr: 1.000e-02, eta: 9 days, 2:08:20, time: 1.966, data_time: 0.019, memory: 5170, top1_acc: 0.2883, top5_acc: 0.5484, loss_cls: 3.2670, loss: 3.2670, grad_norm: 6.2847 2020-07-25 06:56:56,536 - mmaction - INFO - Epoch [2][2460/3757] lr: 1.000e-02, eta: 9 days, 1:59:34, time: 1.718, data_time: 0.004, memory: 5170, top1_acc: 0.2891, top5_acc: 0.5523, loss_cls: 3.1999, loss: 3.1999, grad_norm: 6.0972 2020-07-25 06:57:35,908 - mmaction - INFO - Epoch [2][2480/3757] lr: 1.000e-02, eta: 9 days, 1:55:49, time: 1.970, data_time: 0.012, memory: 5170, top1_acc: 0.2992, top5_acc: 0.5664, loss_cls: 3.1412, loss: 3.1412, grad_norm: 6.1869 2020-07-25 06:58:13,184 - mmaction - INFO - Epoch [2][2500/3757] lr: 1.000e-02, eta: 9 days, 1:49:59, time: 1.863, data_time: 0.004, memory: 5170, top1_acc: 0.3039, top5_acc: 0.5727, loss_cls: 3.1589, loss: 3.1589, grad_norm: 6.3277 2020-07-25 06:58:50,886 - mmaction - INFO - Epoch [2][2520/3757] lr: 1.000e-02, eta: 9 days, 1:44:37, time: 1.885, data_time: 0.007, memory: 5170, top1_acc: 0.2836, top5_acc: 0.5414, loss_cls: 3.2974, loss: 3.2974, grad_norm: 6.2486 2020-07-25 06:59:26,827 - mmaction - INFO - Epoch [2][2540/3757] lr: 1.000e-02, eta: 9 days, 1:37:34, time: 1.798, data_time: 0.036, memory: 5170, top1_acc: 0.2883, top5_acc: 0.5563, loss_cls: 3.2536, loss: 3.2536, grad_norm: 6.1796 2020-07-25 07:00:08,090 - mmaction - INFO - Epoch [2][2560/3757] lr: 1.000e-02, eta: 9 days, 1:35:37, time: 2.057, data_time: 0.013, memory: 5170, top1_acc: 0.2781, top5_acc: 0.5312, loss_cls: 3.3092, loss: 3.3092, grad_norm: 6.0532 2020-07-25 07:00:43,096 - mmaction - INFO - Epoch [2][2580/3757] lr: 1.000e-02, eta: 9 days, 1:27:32, time: 1.741, data_time: 0.017, memory: 5170, top1_acc: 0.2945, top5_acc: 0.5508, loss_cls: 3.2514, loss: 3.2514, grad_norm: 6.1211 2020-07-25 07:01:22,683 - mmaction - INFO - Epoch [2][2600/3757] lr: 1.000e-02, eta: 9 days, 1:24:23, time: 1.993, data_time: 0.284, memory: 5170, top1_acc: 0.3031, top5_acc: 0.5602, loss_cls: 3.2075, loss: 3.2075, grad_norm: 6.1757 2020-07-25 07:02:01,926 - mmaction - INFO - Epoch [2][2620/3757] lr: 1.000e-02, eta: 9 days, 1:20:40, time: 1.964, data_time: 0.007, memory: 5170, top1_acc: 0.3094, top5_acc: 0.5711, loss_cls: 3.1748, loss: 3.1748, grad_norm: 6.2410 2020-07-25 07:02:35,213 - mmaction - INFO - Epoch [2][2640/3757] lr: 1.000e-02, eta: 9 days, 1:11:14, time: 1.665, data_time: 0.018, memory: 5170, top1_acc: 0.2836, top5_acc: 0.5414, loss_cls: 3.3060, loss: 3.3060, grad_norm: 6.3668 2020-07-25 07:03:16,208 - mmaction - INFO - Epoch [2][2660/3757] lr: 1.000e-02, eta: 9 days, 1:09:05, time: 2.041, data_time: 0.003, memory: 5170, top1_acc: 0.2805, top5_acc: 0.5555, loss_cls: 3.2309, loss: 3.2309, grad_norm: 6.2598 2020-07-25 07:03:51,372 - mmaction - INFO - Epoch [2][2680/3757] lr: 1.000e-02, eta: 9 days, 1:01:38, time: 1.765, data_time: 0.010, memory: 5170, top1_acc: 0.2961, top5_acc: 0.5609, loss_cls: 3.2231, loss: 3.2231, grad_norm: 6.1070 2020-07-25 07:04:29,477 - mmaction - INFO - Epoch [2][2700/3757] lr: 1.000e-02, eta: 9 days, 0:56:57, time: 1.907, data_time: 0.010, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5609, loss_cls: 3.2535, loss: 3.2535, grad_norm: 5.9944 2020-07-25 07:05:05,652 - mmaction - INFO - Epoch [2][2720/3757] lr: 1.000e-02, eta: 9 days, 0:50:24, time: 1.807, data_time: 0.002, memory: 5170, top1_acc: 0.3172, top5_acc: 0.5695, loss_cls: 3.1540, loss: 3.1540, grad_norm: 5.9635 2020-07-25 07:05:43,088 - mmaction - INFO - Epoch [2][2740/3757] lr: 1.000e-02, eta: 9 days, 0:45:07, time: 1.873, data_time: 0.003, memory: 5170, top1_acc: 0.3164, top5_acc: 0.5469, loss_cls: 3.2047, loss: 3.2047, grad_norm: 6.1467 2020-07-25 07:06:19,520 - mmaction - INFO - Epoch [2][2760/3757] lr: 1.000e-02, eta: 9 days, 0:38:53, time: 1.821, data_time: 0.012, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5453, loss_cls: 3.2597, loss: 3.2597, grad_norm: 6.0693 2020-07-25 07:06:54,887 - mmaction - INFO - Epoch [2][2780/3757] lr: 1.000e-02, eta: 9 days, 0:31:41, time: 1.767, data_time: 0.082, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5805, loss_cls: 3.1626, loss: 3.1626, grad_norm: 6.0893 2020-07-25 07:07:34,915 - mmaction - INFO - Epoch [2][2800/3757] lr: 1.000e-02, eta: 9 days, 0:28:52, time: 1.999, data_time: 0.100, memory: 5170, top1_acc: 0.2773, top5_acc: 0.5648, loss_cls: 3.2009, loss: 3.2009, grad_norm: 6.2868 2020-07-25 07:08:11,594 - mmaction - INFO - Epoch [2][2820/3757] lr: 1.000e-02, eta: 9 days, 0:23:04, time: 1.839, data_time: 0.007, memory: 5170, top1_acc: 0.3008, top5_acc: 0.5633, loss_cls: 3.1993, loss: 3.1993, grad_norm: 6.2077 2020-07-25 07:08:45,330 - mmaction - INFO - Epoch [2][2840/3757] lr: 1.000e-02, eta: 9 days, 0:14:20, time: 1.680, data_time: 0.318, memory: 5170, top1_acc: 0.3023, top5_acc: 0.5633, loss_cls: 3.1648, loss: 3.1648, grad_norm: 6.1382 2020-07-25 07:09:22,025 - mmaction - INFO - Epoch [2][2860/3757] lr: 1.000e-02, eta: 9 days, 0:08:38, time: 1.840, data_time: 0.237, memory: 5170, top1_acc: 0.3070, top5_acc: 0.5680, loss_cls: 3.1583, loss: 3.1583, grad_norm: 6.3220 2020-07-25 07:09:58,320 - mmaction - INFO - Epoch [2][2880/3757] lr: 1.000e-02, eta: 9 days, 0:02:26, time: 1.812, data_time: 0.220, memory: 5170, top1_acc: 0.3016, top5_acc: 0.5461, loss_cls: 3.3075, loss: 3.3075, grad_norm: 6.2073 2020-07-25 07:10:33,953 - mmaction - INFO - Epoch [2][2900/3757] lr: 1.000e-02, eta: 8 days, 23:55:47, time: 1.785, data_time: 0.127, memory: 5170, top1_acc: 0.2898, top5_acc: 0.5602, loss_cls: 3.2325, loss: 3.2325, grad_norm: 6.1897 2020-07-25 07:11:11,919 - mmaction - INFO - Epoch [2][2920/3757] lr: 1.000e-02, eta: 8 days, 23:51:07, time: 1.891, data_time: 0.007, memory: 5170, top1_acc: 0.3016, top5_acc: 0.5461, loss_cls: 3.2450, loss: 3.2450, grad_norm: 6.0960 2020-07-25 07:11:47,063 - mmaction - INFO - Epoch [2][2940/3757] lr: 1.000e-02, eta: 8 days, 23:44:05, time: 1.761, data_time: 0.017, memory: 5170, top1_acc: 0.3148, top5_acc: 0.5664, loss_cls: 3.1811, loss: 3.1811, grad_norm: 5.9296 2020-07-25 07:12:24,522 - mmaction - INFO - Epoch [2][2960/3757] lr: 1.000e-02, eta: 8 days, 23:39:05, time: 1.870, data_time: 0.019, memory: 5170, top1_acc: 0.3164, top5_acc: 0.5539, loss_cls: 3.2151, loss: 3.2151, grad_norm: 6.0616 2020-07-25 07:13:03,460 - mmaction - INFO - Epoch [2][2980/3757] lr: 1.000e-02, eta: 8 days, 23:35:36, time: 1.951, data_time: 0.256, memory: 5170, top1_acc: 0.3109, top5_acc: 0.5523, loss_cls: 3.1791, loss: 3.1791, grad_norm: 6.0914 2020-07-25 07:13:41,441 - mmaction - INFO - Epoch [2][3000/3757] lr: 1.000e-02, eta: 8 days, 23:31:11, time: 1.900, data_time: 0.159, memory: 5170, top1_acc: 0.3180, top5_acc: 0.5641, loss_cls: 3.1281, loss: 3.1281, grad_norm: 6.1028 2020-07-25 07:14:16,826 - mmaction - INFO - Epoch [2][3020/3757] lr: 1.000e-02, eta: 8 days, 23:24:21, time: 1.765, data_time: 0.150, memory: 5170, top1_acc: 0.3086, top5_acc: 0.5641, loss_cls: 3.2463, loss: 3.2463, grad_norm: 6.1486 2020-07-25 07:14:53,132 - mmaction - INFO - Epoch [2][3040/3757] lr: 1.000e-02, eta: 8 days, 23:18:34, time: 1.821, data_time: 0.140, memory: 5170, top1_acc: 0.3086, top5_acc: 0.5719, loss_cls: 3.1616, loss: 3.1616, grad_norm: 5.9804 2020-07-25 07:15:29,088 - mmaction - INFO - Epoch [2][3060/3757] lr: 1.000e-02, eta: 8 days, 23:12:14, time: 1.789, data_time: 0.193, memory: 5170, top1_acc: 0.3227, top5_acc: 0.5727, loss_cls: 3.1292, loss: 3.1292, grad_norm: 6.1318 2020-07-25 07:16:07,530 - mmaction - INFO - Epoch [2][3080/3757] lr: 1.000e-02, eta: 8 days, 23:08:28, time: 1.930, data_time: 0.188, memory: 5170, top1_acc: 0.2953, top5_acc: 0.5727, loss_cls: 3.1654, loss: 3.1654, grad_norm: 6.2449 2020-07-25 07:16:43,105 - mmaction - INFO - Epoch [2][3100/3757] lr: 1.000e-02, eta: 8 days, 23:01:58, time: 1.776, data_time: 0.425, memory: 5170, top1_acc: 0.3180, top5_acc: 0.5695, loss_cls: 3.1160, loss: 3.1160, grad_norm: 6.1330 2020-07-25 07:17:21,653 - mmaction - INFO - Epoch [2][3120/3757] lr: 1.000e-02, eta: 8 days, 22:58:15, time: 1.930, data_time: 0.167, memory: 5170, top1_acc: 0.3031, top5_acc: 0.5648, loss_cls: 3.1875, loss: 3.1875, grad_norm: 6.1035 2020-07-25 07:17:57,647 - mmaction - INFO - Epoch [2][3140/3757] lr: 1.000e-02, eta: 8 days, 22:52:11, time: 1.797, data_time: 0.076, memory: 5170, top1_acc: 0.3000, top5_acc: 0.5687, loss_cls: 3.1770, loss: 3.1770, grad_norm: 6.0518 2020-07-25 07:18:36,198 - mmaction - INFO - Epoch [2][3160/3757] lr: 1.000e-02, eta: 8 days, 22:48:30, time: 1.929, data_time: 0.086, memory: 5170, top1_acc: 0.3055, top5_acc: 0.5641, loss_cls: 3.1851, loss: 3.1851, grad_norm: 6.2032 2020-07-25 07:19:10,002 - mmaction - INFO - Epoch [2][3180/3757] lr: 1.000e-02, eta: 8 days, 22:40:34, time: 1.689, data_time: 0.061, memory: 5170, top1_acc: 0.3148, top5_acc: 0.5734, loss_cls: 3.1602, loss: 3.1602, grad_norm: 6.1421 2020-07-25 07:19:48,491 - mmaction - INFO - Epoch [2][3200/3757] lr: 1.000e-02, eta: 8 days, 22:36:54, time: 1.927, data_time: 0.007, memory: 5170, top1_acc: 0.2984, top5_acc: 0.5625, loss_cls: 3.2058, loss: 3.2058, grad_norm: 6.0853 2020-07-25 07:20:27,010 - mmaction - INFO - Epoch [2][3220/3757] lr: 1.000e-02, eta: 8 days, 22:33:04, time: 1.918, data_time: 0.002, memory: 5170, top1_acc: 0.3031, top5_acc: 0.5430, loss_cls: 3.2280, loss: 3.2280, grad_norm: 6.1102 2020-07-25 07:21:03,648 - mmaction - INFO - Epoch [2][3240/3757] lr: 1.000e-02, eta: 8 days, 22:27:53, time: 1.840, data_time: 0.012, memory: 5170, top1_acc: 0.2852, top5_acc: 0.5508, loss_cls: 3.2555, loss: 3.2555, grad_norm: 6.1033 2020-07-25 07:21:41,350 - mmaction - INFO - Epoch [2][3260/3757] lr: 1.000e-02, eta: 8 days, 22:23:26, time: 1.879, data_time: 0.009, memory: 5170, top1_acc: 0.2820, top5_acc: 0.5383, loss_cls: 3.2887, loss: 3.2887, grad_norm: 6.1874 2020-07-25 07:22:19,452 - mmaction - INFO - Epoch [2][3280/3757] lr: 1.000e-02, eta: 8 days, 22:19:25, time: 1.904, data_time: 0.009, memory: 5170, top1_acc: 0.3211, top5_acc: 0.5781, loss_cls: 3.0739, loss: 3.0739, grad_norm: 6.1391 2020-07-25 07:22:55,930 - mmaction - INFO - Epoch [2][3300/3757] lr: 1.000e-02, eta: 8 days, 22:14:09, time: 1.830, data_time: 0.010, memory: 5170, top1_acc: 0.3086, top5_acc: 0.5664, loss_cls: 3.1276, loss: 3.1276, grad_norm: 6.2217 2020-07-25 07:23:32,786 - mmaction - INFO - Epoch [2][3320/3757] lr: 1.000e-02, eta: 8 days, 22:09:00, time: 1.835, data_time: 0.009, memory: 5170, top1_acc: 0.3141, top5_acc: 0.5570, loss_cls: 3.1668, loss: 3.1668, grad_norm: 6.0286 2020-07-25 07:24:08,944 - mmaction - INFO - Epoch [2][3340/3757] lr: 1.000e-02, eta: 8 days, 22:03:32, time: 1.817, data_time: 0.011, memory: 5170, top1_acc: 0.3016, top5_acc: 0.5555, loss_cls: 3.2443, loss: 3.2443, grad_norm: 6.2326 2020-07-25 07:24:45,472 - mmaction - INFO - Epoch [2][3360/3757] lr: 1.000e-02, eta: 8 days, 21:58:11, time: 1.821, data_time: 0.008, memory: 5170, top1_acc: 0.2945, top5_acc: 0.5609, loss_cls: 3.1874, loss: 3.1874, grad_norm: 6.1116 2020-07-25 07:25:20,896 - mmaction - INFO - Epoch [2][3380/3757] lr: 1.000e-02, eta: 8 days, 21:52:02, time: 1.774, data_time: 0.008, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5570, loss_cls: 3.1181, loss: 3.1181, grad_norm: 5.8317 2020-07-25 07:25:56,436 - mmaction - INFO - Epoch [2][3400/3757] lr: 1.000e-02, eta: 8 days, 21:46:03, time: 1.780, data_time: 0.009, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 3.1269, loss: 3.1269, grad_norm: 5.8963 2020-07-25 07:26:33,231 - mmaction - INFO - Epoch [2][3420/3757] lr: 1.000e-02, eta: 8 days, 21:40:58, time: 1.832, data_time: 0.092, memory: 5170, top1_acc: 0.2984, top5_acc: 0.5719, loss_cls: 3.1779, loss: 3.1779, grad_norm: 6.0403 2020-07-25 07:27:11,148 - mmaction - INFO - Epoch [2][3440/3757] lr: 1.000e-02, eta: 8 days, 21:37:08, time: 1.903, data_time: 0.406, memory: 5170, top1_acc: 0.2766, top5_acc: 0.5477, loss_cls: 3.2857, loss: 3.2857, grad_norm: 6.1062 2020-07-25 07:27:48,481 - mmaction - INFO - Epoch [2][3460/3757] lr: 1.000e-02, eta: 8 days, 21:32:32, time: 1.858, data_time: 0.007, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5633, loss_cls: 3.1643, loss: 3.1643, grad_norm: 6.1410 2020-07-25 07:28:24,958 - mmaction - INFO - Epoch [2][3480/3757] lr: 1.000e-02, eta: 8 days, 21:27:32, time: 1.833, data_time: 0.011, memory: 5170, top1_acc: 0.3180, top5_acc: 0.5672, loss_cls: 3.1676, loss: 3.1676, grad_norm: 6.1252 2020-07-25 07:29:01,993 - mmaction - INFO - Epoch [2][3500/3757] lr: 1.000e-02, eta: 8 days, 21:22:50, time: 1.849, data_time: 0.008, memory: 5170, top1_acc: 0.2992, top5_acc: 0.5719, loss_cls: 3.1496, loss: 3.1496, grad_norm: 5.9145 2020-07-25 07:29:39,031 - mmaction - INFO - Epoch [2][3520/3757] lr: 1.000e-02, eta: 8 days, 21:18:16, time: 1.856, data_time: 0.009, memory: 5170, top1_acc: 0.3391, top5_acc: 0.5867, loss_cls: 3.0239, loss: 3.0239, grad_norm: 5.9401 2020-07-25 07:30:17,900 - mmaction - INFO - Epoch [2][3540/3757] lr: 1.000e-02, eta: 8 days, 21:15:08, time: 1.939, data_time: 0.007, memory: 5170, top1_acc: 0.3203, top5_acc: 0.5734, loss_cls: 3.1363, loss: 3.1363, grad_norm: 6.0455 2020-07-25 07:30:52,476 - mmaction - INFO - Epoch [2][3560/3757] lr: 1.000e-02, eta: 8 days, 21:08:29, time: 1.729, data_time: 0.013, memory: 5170, top1_acc: 0.3398, top5_acc: 0.5805, loss_cls: 3.1159, loss: 3.1159, grad_norm: 6.0284 2020-07-25 07:31:30,515 - mmaction - INFO - Epoch [2][3580/3757] lr: 1.000e-02, eta: 8 days, 21:04:42, time: 1.898, data_time: 0.010, memory: 5170, top1_acc: 0.3195, top5_acc: 0.5891, loss_cls: 3.0371, loss: 3.0371, grad_norm: 6.0157 2020-07-25 07:32:08,724 - mmaction - INFO - Epoch [2][3600/3757] lr: 1.000e-02, eta: 8 days, 21:01:15, time: 1.917, data_time: 0.010, memory: 5170, top1_acc: 0.2914, top5_acc: 0.5602, loss_cls: 3.2149, loss: 3.2149, grad_norm: 6.2367 2020-07-25 07:32:44,234 - mmaction - INFO - Epoch [2][3620/3757] lr: 1.000e-02, eta: 8 days, 20:55:28, time: 1.776, data_time: 0.003, memory: 5170, top1_acc: 0.3281, top5_acc: 0.5953, loss_cls: 3.0733, loss: 3.0733, grad_norm: 6.2124 2020-07-25 07:33:23,687 - mmaction - INFO - Epoch [2][3640/3757] lr: 1.000e-02, eta: 8 days, 20:52:56, time: 1.971, data_time: 0.005, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.1417, loss: 3.1417, grad_norm: 6.2422 2020-07-25 07:33:58,631 - mmaction - INFO - Epoch [2][3660/3757] lr: 1.000e-02, eta: 8 days, 20:46:44, time: 1.748, data_time: 0.004, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5797, loss_cls: 3.1600, loss: 3.1600, grad_norm: 6.2765 2020-07-25 07:34:34,929 - mmaction - INFO - Epoch [2][3680/3757] lr: 1.000e-02, eta: 8 days, 20:41:35, time: 1.810, data_time: 0.006, memory: 5170, top1_acc: 0.3180, top5_acc: 0.5578, loss_cls: 3.1076, loss: 3.1076, grad_norm: 6.0825 2020-07-25 07:35:10,530 - mmaction - INFO - Epoch [2][3700/3757] lr: 1.000e-02, eta: 8 days, 20:36:03, time: 1.785, data_time: 0.010, memory: 5170, top1_acc: 0.2891, top5_acc: 0.5469, loss_cls: 3.1921, loss: 3.1921, grad_norm: 6.1354 2020-07-25 07:35:49,641 - mmaction - INFO - Epoch [2][3720/3757] lr: 1.000e-02, eta: 8 days, 20:33:20, time: 1.955, data_time: 0.002, memory: 5170, top1_acc: 0.3063, top5_acc: 0.5602, loss_cls: 3.1699, loss: 3.1699, grad_norm: 5.9775 2020-07-25 07:36:27,270 - mmaction - INFO - Epoch [2][3740/3757] lr: 1.000e-02, eta: 8 days, 20:29:23, time: 1.879, data_time: 0.008, memory: 5170, top1_acc: 0.3227, top5_acc: 0.5938, loss_cls: 3.0712, loss: 3.0712, grad_norm: 6.0439 2020-07-25 07:36:51,325 - mmaction - INFO - Saving checkpoint at 2 epochs 2020-07-25 07:37:43,848 - mmaction - INFO - Epoch [3][20/3757] lr: 1.000e-02, eta: 8 days, 20:06:10, time: 2.496, data_time: 1.829, memory: 5170, top1_acc: 0.3180, top5_acc: 0.5734, loss_cls: 3.0623, loss: 3.0623, grad_norm: 6.0631 2020-07-25 07:38:20,346 - mmaction - INFO - Epoch [3][40/3757] lr: 1.000e-02, eta: 8 days, 20:01:29, time: 1.828, data_time: 1.265, memory: 5170, top1_acc: 0.3164, top5_acc: 0.5617, loss_cls: 3.1245, loss: 3.1245, grad_norm: 6.1495 2020-07-25 07:38:55,515 - mmaction - INFO - Epoch [3][60/3757] lr: 1.000e-02, eta: 8 days, 19:55:44, time: 1.761, data_time: 1.183, memory: 5170, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 3.1083, loss: 3.1083, grad_norm: 6.1197 2020-07-25 07:39:31,511 - mmaction - INFO - Epoch [3][80/3757] lr: 1.000e-02, eta: 8 days, 19:50:37, time: 1.799, data_time: 1.218, memory: 5170, top1_acc: 0.3195, top5_acc: 0.5883, loss_cls: 3.0814, loss: 3.0814, grad_norm: 6.1314 2020-07-25 07:40:07,528 - mmaction - INFO - Epoch [3][100/3757] lr: 1.000e-02, eta: 8 days, 19:45:33, time: 1.800, data_time: 1.193, memory: 5170, top1_acc: 0.3203, top5_acc: 0.5570, loss_cls: 3.1341, loss: 3.1341, grad_norm: 6.1643 2020-07-25 07:40:43,954 - mmaction - INFO - Epoch [3][120/3757] lr: 1.000e-02, eta: 8 days, 19:40:50, time: 1.820, data_time: 1.227, memory: 5170, top1_acc: 0.3086, top5_acc: 0.5711, loss_cls: 3.0995, loss: 3.0995, grad_norm: 6.0275 2020-07-25 07:41:20,522 - mmaction - INFO - Epoch [3][140/3757] lr: 1.000e-02, eta: 8 days, 19:36:10, time: 1.822, data_time: 1.222, memory: 5170, top1_acc: 0.3203, top5_acc: 0.5758, loss_cls: 3.1140, loss: 3.1140, grad_norm: 6.1025 2020-07-25 07:41:56,467 - mmaction - INFO - Epoch [3][160/3757] lr: 1.000e-02, eta: 8 days, 19:31:05, time: 1.796, data_time: 1.105, memory: 5170, top1_acc: 0.3211, top5_acc: 0.5711, loss_cls: 3.1576, loss: 3.1576, grad_norm: 5.9577 2020-07-25 07:42:33,101 - mmaction - INFO - Epoch [3][180/3757] lr: 1.000e-02, eta: 8 days, 19:26:41, time: 1.836, data_time: 0.273, memory: 5170, top1_acc: 0.3383, top5_acc: 0.5938, loss_cls: 3.0435, loss: 3.0435, grad_norm: 5.8244 2020-07-25 07:43:10,372 - mmaction - INFO - Epoch [3][200/3757] lr: 1.000e-02, eta: 8 days, 19:22:49, time: 1.869, data_time: 0.008, memory: 5170, top1_acc: 0.3023, top5_acc: 0.5641, loss_cls: 3.1348, loss: 3.1348, grad_norm: 6.2364 2020-07-25 07:43:46,739 - mmaction - INFO - Epoch [3][220/3757] lr: 1.000e-02, eta: 8 days, 19:18:09, time: 1.817, data_time: 0.003, memory: 5170, top1_acc: 0.3211, top5_acc: 0.5914, loss_cls: 3.0772, loss: 3.0772, grad_norm: 6.0311 2020-07-25 07:44:22,407 - mmaction - INFO - Epoch [3][240/3757] lr: 1.000e-02, eta: 8 days, 19:13:00, time: 1.785, data_time: 0.009, memory: 5170, top1_acc: 0.3195, top5_acc: 0.5766, loss_cls: 3.0271, loss: 3.0271, grad_norm: 6.1020 2020-07-25 07:45:00,451 - mmaction - INFO - Epoch [3][260/3757] lr: 1.000e-02, eta: 8 days, 19:09:43, time: 1.903, data_time: 0.010, memory: 5170, top1_acc: 0.3250, top5_acc: 0.5719, loss_cls: 3.1206, loss: 3.1206, grad_norm: 6.1410 2020-07-25 07:45:37,214 - mmaction - INFO - Epoch [3][280/3757] lr: 1.000e-02, eta: 8 days, 19:05:27, time: 1.838, data_time: 0.002, memory: 5170, top1_acc: 0.3352, top5_acc: 0.6141, loss_cls: 2.9787, loss: 2.9787, grad_norm: 6.0410 2020-07-25 07:46:12,417 - mmaction - INFO - Epoch [3][300/3757] lr: 1.000e-02, eta: 8 days, 18:59:49, time: 1.751, data_time: 0.008, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5695, loss_cls: 3.1076, loss: 3.1076, grad_norm: 6.0312 2020-07-25 07:46:47,137 - mmaction - INFO - Epoch [3][320/3757] lr: 1.000e-02, eta: 8 days, 18:54:04, time: 1.741, data_time: 0.022, memory: 5170, top1_acc: 0.3203, top5_acc: 0.5758, loss_cls: 3.0948, loss: 3.0948, grad_norm: 6.0606 2020-07-25 07:47:25,288 - mmaction - INFO - Epoch [3][340/3757] lr: 1.000e-02, eta: 8 days, 18:50:58, time: 1.910, data_time: 0.021, memory: 5170, top1_acc: 0.3148, top5_acc: 0.5539, loss_cls: 3.1347, loss: 3.1347, grad_norm: 6.0301 2020-07-25 07:47:58,784 - mmaction - INFO - Epoch [3][360/3757] lr: 1.000e-02, eta: 8 days, 18:44:08, time: 1.669, data_time: 0.010, memory: 5170, top1_acc: 0.3133, top5_acc: 0.5563, loss_cls: 3.1500, loss: 3.1500, grad_norm: 6.1816 2020-07-25 07:48:33,787 - mmaction - INFO - Epoch [3][380/3757] lr: 1.000e-02, eta: 8 days, 18:38:42, time: 1.757, data_time: 0.011, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5867, loss_cls: 3.0845, loss: 3.0845, grad_norm: 5.8675 2020-07-25 07:49:09,409 - mmaction - INFO - Epoch [3][400/3757] lr: 1.000e-02, eta: 8 days, 18:33:40, time: 1.781, data_time: 0.011, memory: 5170, top1_acc: 0.3234, top5_acc: 0.5781, loss_cls: 3.1042, loss: 3.1042, grad_norm: 6.0219 2020-07-25 07:49:47,958 - mmaction - INFO - Epoch [3][420/3757] lr: 1.000e-02, eta: 8 days, 18:30:55, time: 1.927, data_time: 0.003, memory: 5170, top1_acc: 0.3078, top5_acc: 0.5656, loss_cls: 3.1243, loss: 3.1243, grad_norm: 6.0014 2020-07-25 07:50:26,193 - mmaction - INFO - Epoch [3][440/3757] lr: 1.000e-02, eta: 8 days, 18:27:51, time: 1.906, data_time: 0.009, memory: 5170, top1_acc: 0.3258, top5_acc: 0.5938, loss_cls: 3.0784, loss: 3.0784, grad_norm: 6.2330 2020-07-25 07:51:03,273 - mmaction - INFO - Epoch [3][460/3757] lr: 1.000e-02, eta: 8 days, 18:24:05, time: 1.860, data_time: 0.009, memory: 5170, top1_acc: 0.3297, top5_acc: 0.5891, loss_cls: 3.0413, loss: 3.0413, grad_norm: 6.0890 2020-07-25 07:51:37,066 - mmaction - INFO - Epoch [3][480/3757] lr: 1.000e-02, eta: 8 days, 18:17:42, time: 1.689, data_time: 0.008, memory: 5170, top1_acc: 0.3078, top5_acc: 0.5859, loss_cls: 3.1100, loss: 3.1100, grad_norm: 6.2918 2020-07-25 07:52:11,715 - mmaction - INFO - Epoch [3][500/3757] lr: 1.000e-02, eta: 8 days, 18:11:56, time: 1.727, data_time: 0.061, memory: 5170, top1_acc: 0.3180, top5_acc: 0.5758, loss_cls: 3.1186, loss: 3.1186, grad_norm: 6.1409 2020-07-25 07:52:48,063 - mmaction - INFO - Epoch [3][520/3757] lr: 1.000e-02, eta: 8 days, 18:07:41, time: 1.824, data_time: 0.449, memory: 5170, top1_acc: 0.3133, top5_acc: 0.5805, loss_cls: 3.1035, loss: 3.1035, grad_norm: 6.1851 2020-07-25 07:53:23,846 - mmaction - INFO - Epoch [3][540/3757] lr: 1.000e-02, eta: 8 days, 18:02:49, time: 1.783, data_time: 0.745, memory: 5170, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.0862, loss: 3.0862, grad_norm: 6.1092 2020-07-25 07:54:00,962 - mmaction - INFO - Epoch [3][560/3757] lr: 1.000e-02, eta: 8 days, 17:59:10, time: 1.861, data_time: 0.548, memory: 5170, top1_acc: 0.3242, top5_acc: 0.5852, loss_cls: 3.0705, loss: 3.0705, grad_norm: 6.1727 2020-07-25 07:54:38,070 - mmaction - INFO - Epoch [3][580/3757] lr: 1.000e-02, eta: 8 days, 17:55:27, time: 1.857, data_time: 0.907, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5891, loss_cls: 3.0368, loss: 3.0368, grad_norm: 5.9617 2020-07-25 07:55:15,078 - mmaction - INFO - Epoch [3][600/3757] lr: 1.000e-02, eta: 8 days, 17:51:34, time: 1.844, data_time: 1.083, memory: 5170, top1_acc: 0.3281, top5_acc: 0.5906, loss_cls: 3.1059, loss: 3.1059, grad_norm: 6.0713 2020-07-25 07:55:50,625 - mmaction - INFO - Epoch [3][620/3757] lr: 1.000e-02, eta: 8 days, 17:46:46, time: 1.783, data_time: 1.001, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5805, loss_cls: 3.1267, loss: 3.1267, grad_norm: 6.1331 2020-07-25 07:56:25,253 - mmaction - INFO - Epoch [3][640/3757] lr: 1.000e-02, eta: 8 days, 17:41:07, time: 1.723, data_time: 0.057, memory: 5170, top1_acc: 0.3367, top5_acc: 0.5992, loss_cls: 2.9353, loss: 2.9353, grad_norm: 5.8841 2020-07-25 07:57:04,110 - mmaction - INFO - Epoch [3][660/3757] lr: 1.000e-02, eta: 8 days, 17:38:54, time: 1.952, data_time: 0.315, memory: 5170, top1_acc: 0.3203, top5_acc: 0.5953, loss_cls: 3.0274, loss: 3.0274, grad_norm: 6.0872 2020-07-25 07:57:36,046 - mmaction - INFO - Epoch [3][680/3757] lr: 1.000e-02, eta: 8 days, 17:31:22, time: 1.595, data_time: 0.664, memory: 5170, top1_acc: 0.3516, top5_acc: 0.6000, loss_cls: 2.9931, loss: 2.9931, grad_norm: 5.9370 2020-07-25 07:58:12,446 - mmaction - INFO - Epoch [3][700/3757] lr: 1.000e-02, eta: 8 days, 17:27:14, time: 1.822, data_time: 0.082, memory: 5170, top1_acc: 0.3242, top5_acc: 0.5867, loss_cls: 3.0778, loss: 3.0778, grad_norm: 6.0314 2020-07-25 07:58:46,510 - mmaction - INFO - Epoch [3][720/3757] lr: 1.000e-02, eta: 8 days, 17:21:15, time: 1.696, data_time: 0.007, memory: 5170, top1_acc: 0.3547, top5_acc: 0.6125, loss_cls: 2.9522, loss: 2.9522, grad_norm: 6.0182 2020-07-25 07:59:24,760 - mmaction - INFO - Epoch [3][740/3757] lr: 1.000e-02, eta: 8 days, 17:18:37, time: 1.920, data_time: 0.010, memory: 5170, top1_acc: 0.3063, top5_acc: 0.6102, loss_cls: 3.0205, loss: 3.0205, grad_norm: 6.2743 2020-07-25 08:00:07,156 - mmaction - INFO - Epoch [3][760/3757] lr: 1.000e-02, eta: 8 days, 17:18:57, time: 2.119, data_time: 0.003, memory: 5170, top1_acc: 0.3438, top5_acc: 0.5820, loss_cls: 3.0131, loss: 3.0131, grad_norm: 6.0134 2020-07-25 08:00:41,922 - mmaction - INFO - Epoch [3][780/3757] lr: 1.000e-02, eta: 8 days, 17:13:32, time: 1.731, data_time: 0.008, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6195, loss_cls: 2.9145, loss: 2.9145, grad_norm: 6.0459 2020-07-25 08:01:17,959 - mmaction - INFO - Epoch [3][800/3757] lr: 1.000e-02, eta: 8 days, 17:09:14, time: 1.805, data_time: 0.020, memory: 5170, top1_acc: 0.3016, top5_acc: 0.5594, loss_cls: 3.1471, loss: 3.1471, grad_norm: 6.2966 2020-07-25 08:01:54,204 - mmaction - INFO - Epoch [3][820/3757] lr: 1.000e-02, eta: 8 days, 17:05:04, time: 1.813, data_time: 0.010, memory: 5170, top1_acc: 0.3008, top5_acc: 0.5750, loss_cls: 3.1278, loss: 3.1278, grad_norm: 6.1112 2020-07-25 08:02:27,985 - mmaction - INFO - Epoch [3][840/3757] lr: 1.000e-02, eta: 8 days, 16:59:12, time: 1.694, data_time: 0.009, memory: 5170, top1_acc: 0.3086, top5_acc: 0.5930, loss_cls: 3.0912, loss: 3.0912, grad_norm: 6.1034 2020-07-25 08:03:04,361 - mmaction - INFO - Epoch [3][860/3757] lr: 1.000e-02, eta: 8 days, 16:55:10, time: 1.820, data_time: 0.014, memory: 5170, top1_acc: 0.3359, top5_acc: 0.5875, loss_cls: 3.0497, loss: 3.0497, grad_norm: 5.9506 2020-07-25 08:03:41,805 - mmaction - INFO - Epoch [3][880/3757] lr: 1.000e-02, eta: 8 days, 16:51:53, time: 1.869, data_time: 0.002, memory: 5170, top1_acc: 0.3109, top5_acc: 0.5836, loss_cls: 3.0656, loss: 3.0656, grad_norm: 6.0375 2020-07-25 08:04:16,133 - mmaction - INFO - Epoch [3][900/3757] lr: 1.000e-02, eta: 8 days, 16:46:26, time: 1.719, data_time: 0.041, memory: 5170, top1_acc: 0.3094, top5_acc: 0.5641, loss_cls: 3.1698, loss: 3.1698, grad_norm: 6.1885 2020-07-25 08:04:55,536 - mmaction - INFO - Epoch [3][920/3757] lr: 1.000e-02, eta: 8 days, 16:44:37, time: 1.968, data_time: 0.010, memory: 5170, top1_acc: 0.3273, top5_acc: 0.5891, loss_cls: 3.0737, loss: 3.0737, grad_norm: 6.0453 2020-07-25 08:05:31,658 - mmaction - INFO - Epoch [3][940/3757] lr: 1.000e-02, eta: 8 days, 16:40:28, time: 1.807, data_time: 0.005, memory: 5170, top1_acc: 0.3234, top5_acc: 0.5875, loss_cls: 3.0770, loss: 3.0770, grad_norm: 6.0818 2020-07-25 08:06:07,433 - mmaction - INFO - Epoch [3][960/3757] lr: 1.000e-02, eta: 8 days, 16:36:03, time: 1.787, data_time: 0.434, memory: 5170, top1_acc: 0.3312, top5_acc: 0.6031, loss_cls: 3.0105, loss: 3.0105, grad_norm: 6.0580 2020-07-25 08:06:42,413 - mmaction - INFO - Epoch [3][980/3757] lr: 1.000e-02, eta: 8 days, 16:31:07, time: 1.750, data_time: 1.183, memory: 5170, top1_acc: 0.3258, top5_acc: 0.5789, loss_cls: 3.1147, loss: 3.1147, grad_norm: 6.1604 2020-07-25 08:07:17,996 - mmaction - INFO - Epoch [3][1000/3757] lr: 1.000e-02, eta: 8 days, 16:26:38, time: 1.780, data_time: 0.659, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5945, loss_cls: 3.0437, loss: 3.0437, grad_norm: 6.1147 2020-07-25 08:07:52,848 - mmaction - INFO - Epoch [3][1020/3757] lr: 1.000e-02, eta: 8 days, 16:21:39, time: 1.743, data_time: 0.004, memory: 5170, top1_acc: 0.3375, top5_acc: 0.5914, loss_cls: 3.0388, loss: 3.0388, grad_norm: 6.0197 2020-07-25 08:08:29,502 - mmaction - INFO - Epoch [3][1040/3757] lr: 1.000e-02, eta: 8 days, 16:17:55, time: 1.829, data_time: 0.008, memory: 5170, top1_acc: 0.3422, top5_acc: 0.6031, loss_cls: 2.9860, loss: 2.9860, grad_norm: 6.0614 2020-07-25 08:09:07,501 - mmaction - INFO - Epoch [3][1060/3757] lr: 1.000e-02, eta: 8 days, 16:15:09, time: 1.896, data_time: 0.156, memory: 5170, top1_acc: 0.3367, top5_acc: 0.6094, loss_cls: 2.9876, loss: 2.9876, grad_norm: 6.0713 2020-07-25 08:09:42,754 - mmaction - INFO - Epoch [3][1080/3757] lr: 1.000e-02, eta: 8 days, 16:10:34, time: 1.768, data_time: 0.248, memory: 5170, top1_acc: 0.3258, top5_acc: 0.5930, loss_cls: 3.0015, loss: 3.0015, grad_norm: 6.0526 2020-07-25 08:10:20,246 - mmaction - INFO - Epoch [3][1100/3757] lr: 1.000e-02, eta: 8 days, 16:07:27, time: 1.870, data_time: 0.285, memory: 5170, top1_acc: 0.3195, top5_acc: 0.6109, loss_cls: 3.0337, loss: 3.0337, grad_norm: 6.0395 2020-07-25 08:10:55,329 - mmaction - INFO - Epoch [3][1120/3757] lr: 1.000e-02, eta: 8 days, 16:02:42, time: 1.754, data_time: 0.009, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1140, loss: 3.1140, grad_norm: 6.0423 2020-07-25 08:11:30,622 - mmaction - INFO - Epoch [3][1140/3757] lr: 1.000e-02, eta: 8 days, 15:58:06, time: 1.762, data_time: 0.013, memory: 5170, top1_acc: 0.3523, top5_acc: 0.5953, loss_cls: 3.0253, loss: 3.0253, grad_norm: 6.1243 2020-07-25 08:12:07,827 - mmaction - INFO - Epoch [3][1160/3757] lr: 1.000e-02, eta: 8 days, 15:54:59, time: 1.868, data_time: 0.041, memory: 5170, top1_acc: 0.3195, top5_acc: 0.6117, loss_cls: 3.0027, loss: 3.0027, grad_norm: 6.2131 2020-07-25 08:12:44,882 - mmaction - INFO - Epoch [3][1180/3757] lr: 1.000e-02, eta: 8 days, 15:51:36, time: 1.848, data_time: 0.029, memory: 5170, top1_acc: 0.3164, top5_acc: 0.5961, loss_cls: 3.0452, loss: 3.0452, grad_norm: 6.0914 2020-07-25 08:13:19,335 - mmaction - INFO - Epoch [3][1200/3757] lr: 1.000e-02, eta: 8 days, 15:46:29, time: 1.723, data_time: 0.009, memory: 5170, top1_acc: 0.3289, top5_acc: 0.5883, loss_cls: 3.1200, loss: 3.1200, grad_norm: 5.9491 2020-07-25 08:13:55,910 - mmaction - INFO - Epoch [3][1220/3757] lr: 1.000e-02, eta: 8 days, 15:42:54, time: 1.831, data_time: 0.010, memory: 5170, top1_acc: 0.3180, top5_acc: 0.5945, loss_cls: 3.0444, loss: 3.0444, grad_norm: 5.9705 2020-07-25 08:14:29,004 - mmaction - INFO - Epoch [3][1240/3757] lr: 1.000e-02, eta: 8 days, 15:36:49, time: 1.651, data_time: 0.012, memory: 5170, top1_acc: 0.3391, top5_acc: 0.6133, loss_cls: 2.9413, loss: 2.9413, grad_norm: 6.0850 2020-07-25 08:15:06,812 - mmaction - INFO - Epoch [3][1260/3757] lr: 1.000e-02, eta: 8 days, 15:34:12, time: 1.897, data_time: 0.010, memory: 5170, top1_acc: 0.3406, top5_acc: 0.6164, loss_cls: 2.9529, loss: 2.9529, grad_norm: 6.0659 2020-07-25 08:15:40,358 - mmaction - INFO - Epoch [3][1280/3757] lr: 1.000e-02, eta: 8 days, 15:28:32, time: 1.678, data_time: 0.003, memory: 5170, top1_acc: 0.2977, top5_acc: 0.5719, loss_cls: 3.1203, loss: 3.1203, grad_norm: 6.0367 2020-07-25 08:16:19,096 - mmaction - INFO - Epoch [3][1300/3757] lr: 1.000e-02, eta: 8 days, 15:26:28, time: 1.935, data_time: 0.002, memory: 5170, top1_acc: 0.3328, top5_acc: 0.5766, loss_cls: 3.0519, loss: 3.0519, grad_norm: 6.0016 2020-07-25 08:16:54,876 - mmaction - INFO - Epoch [3][1320/3757] lr: 1.000e-02, eta: 8 days, 15:22:23, time: 1.790, data_time: 0.009, memory: 5170, top1_acc: 0.3328, top5_acc: 0.5883, loss_cls: 3.0144, loss: 3.0144, grad_norm: 5.9925 2020-07-25 08:17:29,723 - mmaction - INFO - Epoch [3][1340/3757] lr: 1.000e-02, eta: 8 days, 15:17:41, time: 1.743, data_time: 0.003, memory: 5170, top1_acc: 0.3227, top5_acc: 0.5883, loss_cls: 3.0633, loss: 3.0633, grad_norm: 6.1629 2020-07-25 08:18:07,660 - mmaction - INFO - Epoch [3][1360/3757] lr: 1.000e-02, eta: 8 days, 15:15:04, time: 1.893, data_time: 0.007, memory: 5170, top1_acc: 0.3117, top5_acc: 0.6016, loss_cls: 3.1001, loss: 3.1001, grad_norm: 6.0508 2020-07-25 08:18:38,643 - mmaction - INFO - Epoch [3][1380/3757] lr: 1.000e-02, eta: 8 days, 15:07:46, time: 1.553, data_time: 0.009, memory: 5170, top1_acc: 0.3398, top5_acc: 0.5922, loss_cls: 2.9892, loss: 2.9892, grad_norm: 5.9952 2020-07-25 08:19:15,589 - mmaction - INFO - Epoch [3][1400/3757] lr: 1.000e-02, eta: 8 days, 15:04:29, time: 1.843, data_time: 0.189, memory: 5170, top1_acc: 0.3133, top5_acc: 0.5953, loss_cls: 3.0284, loss: 3.0284, grad_norm: 6.3116 2020-07-25 08:19:50,999 - mmaction - INFO - Epoch [3][1420/3757] lr: 1.000e-02, eta: 8 days, 15:00:17, time: 1.775, data_time: 0.645, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5852, loss_cls: 3.1042, loss: 3.1042, grad_norm: 6.1074 2020-07-25 08:20:27,705 - mmaction - INFO - Epoch [3][1440/3757] lr: 1.000e-02, eta: 8 days, 14:56:50, time: 1.829, data_time: 0.005, memory: 5170, top1_acc: 0.3320, top5_acc: 0.6070, loss_cls: 3.0320, loss: 3.0320, grad_norm: 5.9931 2020-07-25 08:21:03,041 - mmaction - INFO - Epoch [3][1460/3757] lr: 1.000e-02, eta: 8 days, 14:52:37, time: 1.772, data_time: 0.008, memory: 5170, top1_acc: 0.3180, top5_acc: 0.5914, loss_cls: 3.0794, loss: 3.0794, grad_norm: 5.9267 2020-07-25 08:21:37,360 - mmaction - INFO - Epoch [3][1480/3757] lr: 1.000e-02, eta: 8 days, 14:47:37, time: 1.713, data_time: 0.009, memory: 5170, top1_acc: 0.3375, top5_acc: 0.6086, loss_cls: 2.9881, loss: 2.9881, grad_norm: 5.9482 2020-07-25 08:22:14,814 - mmaction - INFO - Epoch [3][1500/3757] lr: 1.000e-02, eta: 8 days, 14:44:51, time: 1.876, data_time: 0.022, memory: 5170, top1_acc: 0.3109, top5_acc: 0.5820, loss_cls: 3.1183, loss: 3.1183, grad_norm: 6.0913 2020-07-25 08:22:52,795 - mmaction - INFO - Epoch [3][1520/3757] lr: 1.000e-02, eta: 8 days, 14:42:23, time: 1.897, data_time: 0.006, memory: 5170, top1_acc: 0.3312, top5_acc: 0.5953, loss_cls: 3.0234, loss: 3.0234, grad_norm: 5.9407 2020-07-25 08:23:30,420 - mmaction - INFO - Epoch [3][1540/3757] lr: 1.000e-02, eta: 8 days, 14:39:42, time: 1.880, data_time: 0.193, memory: 5170, top1_acc: 0.3242, top5_acc: 0.5836, loss_cls: 3.0474, loss: 3.0474, grad_norm: 5.9357 2020-07-25 08:24:04,267 - mmaction - INFO - Epoch [3][1560/3757] lr: 1.000e-02, eta: 8 days, 14:34:31, time: 1.695, data_time: 0.120, memory: 5170, top1_acc: 0.3398, top5_acc: 0.6008, loss_cls: 3.0015, loss: 3.0015, grad_norm: 5.9273 2020-07-25 08:24:39,775 - mmaction - INFO - Epoch [3][1580/3757] lr: 1.000e-02, eta: 8 days, 14:30:26, time: 1.774, data_time: 0.809, memory: 5170, top1_acc: 0.3484, top5_acc: 0.6172, loss_cls: 2.8837, loss: 2.8837, grad_norm: 5.9915 2020-07-25 08:25:14,587 - mmaction - INFO - Epoch [3][1600/3757] lr: 1.000e-02, eta: 8 days, 14:25:51, time: 1.737, data_time: 1.113, memory: 5170, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.0342, loss: 3.0342, grad_norm: 6.0760 2020-07-25 08:25:54,228 - mmaction - INFO - Epoch [3][1620/3757] lr: 1.000e-02, eta: 8 days, 14:24:39, time: 1.987, data_time: 1.400, memory: 5170, top1_acc: 0.3281, top5_acc: 0.6039, loss_cls: 2.9953, loss: 2.9953, grad_norm: 6.0031 2020-07-25 08:26:29,388 - mmaction - INFO - Epoch [3][1640/3757] lr: 1.000e-02, eta: 8 days, 14:20:21, time: 1.756, data_time: 0.615, memory: 5170, top1_acc: 0.3102, top5_acc: 0.5719, loss_cls: 3.1081, loss: 3.1081, grad_norm: 6.0723 2020-07-25 08:27:05,888 - mmaction - INFO - Epoch [3][1660/3757] lr: 1.000e-02, eta: 8 days, 14:17:00, time: 1.825, data_time: 0.033, memory: 5170, top1_acc: 0.3367, top5_acc: 0.6055, loss_cls: 2.9733, loss: 2.9733, grad_norm: 6.1118 2020-07-25 08:27:41,862 - mmaction - INFO - Epoch [3][1680/3757] lr: 1.000e-02, eta: 8 days, 14:13:11, time: 1.789, data_time: 0.008, memory: 5170, top1_acc: 0.3430, top5_acc: 0.6156, loss_cls: 2.9877, loss: 2.9877, grad_norm: 5.9840 2020-07-25 08:28:19,700 - mmaction - INFO - Epoch [3][1700/3757] lr: 1.000e-02, eta: 8 days, 14:10:51, time: 1.901, data_time: 0.012, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6203, loss_cls: 2.8405, loss: 2.8405, grad_norm: 5.8532 2020-07-25 08:28:55,150 - mmaction - INFO - Epoch [3][1720/3757] lr: 1.000e-02, eta: 8 days, 14:06:49, time: 1.772, data_time: 0.004, memory: 5170, top1_acc: 0.3367, top5_acc: 0.6102, loss_cls: 2.9847, loss: 2.9847, grad_norm: 5.9062 2020-07-25 08:29:30,254 - mmaction - INFO - Epoch [3][1740/3757] lr: 1.000e-02, eta: 8 days, 14:02:33, time: 1.753, data_time: 0.009, memory: 5170, top1_acc: 0.3508, top5_acc: 0.6219, loss_cls: 2.9225, loss: 2.9225, grad_norm: 5.9961 2020-07-25 08:30:08,444 - mmaction - INFO - Epoch [3][1760/3757] lr: 1.000e-02, eta: 8 days, 14:00:26, time: 1.914, data_time: 0.014, memory: 5170, top1_acc: 0.3477, top5_acc: 0.6078, loss_cls: 2.9162, loss: 2.9162, grad_norm: 5.9103 2020-07-25 08:30:42,080 - mmaction - INFO - Epoch [3][1780/3757] lr: 1.000e-02, eta: 8 days, 13:55:15, time: 1.681, data_time: 0.407, memory: 5170, top1_acc: 0.3305, top5_acc: 0.5781, loss_cls: 3.0305, loss: 3.0305, grad_norm: 6.1007 2020-07-25 08:31:17,659 - mmaction - INFO - Epoch [3][1800/3757] lr: 1.000e-02, eta: 8 days, 13:51:18, time: 1.774, data_time: 0.696, memory: 5170, top1_acc: 0.3336, top5_acc: 0.5938, loss_cls: 3.0123, loss: 3.0123, grad_norm: 6.0605 2020-07-25 08:31:53,670 - mmaction - INFO - Epoch [3][1820/3757] lr: 1.000e-02, eta: 8 days, 13:47:41, time: 1.798, data_time: 1.026, memory: 5170, top1_acc: 0.3438, top5_acc: 0.6117, loss_cls: 2.9832, loss: 2.9832, grad_norm: 6.1022 2020-07-25 08:32:31,455 - mmaction - INFO - Epoch [3][1840/3757] lr: 1.000e-02, eta: 8 days, 13:45:18, time: 1.892, data_time: 0.414, memory: 5170, top1_acc: 0.3367, top5_acc: 0.5977, loss_cls: 3.0174, loss: 3.0174, grad_norm: 5.9226 2020-07-25 08:33:07,406 - mmaction - INFO - Epoch [3][1860/3757] lr: 1.000e-02, eta: 8 days, 13:41:48, time: 1.804, data_time: 0.009, memory: 5170, top1_acc: 0.3094, top5_acc: 0.5797, loss_cls: 3.0882, loss: 3.0882, grad_norm: 6.0346 2020-07-25 08:33:45,537 - mmaction - INFO - Epoch [3][1880/3757] lr: 1.000e-02, eta: 8 days, 13:39:35, time: 1.903, data_time: 0.025, memory: 5170, top1_acc: 0.3250, top5_acc: 0.5898, loss_cls: 3.0360, loss: 3.0360, grad_norm: 5.9883 2020-07-25 08:34:18,656 - mmaction - INFO - Epoch [3][1900/3757] lr: 1.000e-02, eta: 8 days, 13:34:08, time: 1.653, data_time: 0.007, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6141, loss_cls: 2.9247, loss: 2.9247, grad_norm: 5.9243 2020-07-25 08:34:55,877 - mmaction - INFO - Epoch [3][1920/3757] lr: 1.000e-02, eta: 8 days, 13:31:28, time: 1.867, data_time: 0.009, memory: 5170, top1_acc: 0.3312, top5_acc: 0.6047, loss_cls: 3.0186, loss: 3.0186, grad_norm: 6.1623 2020-07-25 08:35:32,987 - mmaction - INFO - Epoch [3][1940/3757] lr: 1.000e-02, eta: 8 days, 13:28:38, time: 1.852, data_time: 0.008, memory: 5170, top1_acc: 0.3508, top5_acc: 0.6195, loss_cls: 2.9359, loss: 2.9359, grad_norm: 5.8728 2020-07-25 08:36:07,660 - mmaction - INFO - Epoch [3][1960/3757] lr: 1.000e-02, eta: 8 days, 13:24:19, time: 1.738, data_time: 0.009, memory: 5170, top1_acc: 0.3234, top5_acc: 0.5992, loss_cls: 3.0361, loss: 3.0361, grad_norm: 6.0246 2020-07-25 08:36:44,424 - mmaction - INFO - Epoch [3][1980/3757] lr: 1.000e-02, eta: 8 days, 13:21:14, time: 1.831, data_time: 0.011, memory: 5170, top1_acc: 0.3141, top5_acc: 0.5664, loss_cls: 3.1255, loss: 3.1255, grad_norm: 6.0628 2020-07-25 08:37:20,018 - mmaction - INFO - Epoch [3][2000/3757] lr: 1.000e-02, eta: 8 days, 13:17:35, time: 1.787, data_time: 0.010, memory: 5170, top1_acc: 0.3375, top5_acc: 0.5898, loss_cls: 3.0239, loss: 3.0239, grad_norm: 5.8527 2020-07-25 08:37:53,578 - mmaction - INFO - Epoch [3][2020/3757] lr: 1.000e-02, eta: 8 days, 13:12:28, time: 1.671, data_time: 0.012, memory: 5170, top1_acc: 0.3172, top5_acc: 0.5672, loss_cls: 3.1188, loss: 3.1188, grad_norm: 5.9878 2020-07-25 08:38:29,487 - mmaction - INFO - Epoch [3][2040/3757] lr: 1.000e-02, eta: 8 days, 13:09:01, time: 1.801, data_time: 0.472, memory: 5170, top1_acc: 0.3398, top5_acc: 0.5938, loss_cls: 3.0455, loss: 3.0455, grad_norm: 5.9376 2020-07-25 08:39:06,017 - mmaction - INFO - Epoch [3][2060/3757] lr: 1.000e-02, eta: 8 days, 13:05:55, time: 1.827, data_time: 0.475, memory: 5170, top1_acc: 0.3250, top5_acc: 0.6094, loss_cls: 2.9854, loss: 2.9854, grad_norm: 5.8426 2020-07-25 08:39:42,479 - mmaction - INFO - Epoch [3][2080/3757] lr: 1.000e-02, eta: 8 days, 13:02:48, time: 1.823, data_time: 0.479, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5766, loss_cls: 3.0721, loss: 3.0721, grad_norm: 6.0260 2020-07-25 08:40:19,438 - mmaction - INFO - Epoch [3][2100/3757] lr: 1.000e-02, eta: 8 days, 12:59:55, time: 1.843, data_time: 0.249, memory: 5170, top1_acc: 0.3234, top5_acc: 0.5938, loss_cls: 3.0656, loss: 3.0656, grad_norm: 6.0896 2020-07-25 08:40:55,006 - mmaction - INFO - Epoch [3][2120/3757] lr: 1.000e-02, eta: 8 days, 12:56:18, time: 1.783, data_time: 0.330, memory: 5170, top1_acc: 0.3391, top5_acc: 0.5977, loss_cls: 3.0654, loss: 3.0654, grad_norm: 5.7850 2020-07-25 08:41:29,652 - mmaction - INFO - Epoch [3][2140/3757] lr: 1.000e-02, eta: 8 days, 12:52:03, time: 1.733, data_time: 0.171, memory: 5170, top1_acc: 0.3375, top5_acc: 0.6016, loss_cls: 3.0339, loss: 3.0339, grad_norm: 5.9508 2020-07-25 08:42:07,708 - mmaction - INFO - Epoch [3][2160/3757] lr: 1.000e-02, eta: 8 days, 12:49:57, time: 1.901, data_time: 0.217, memory: 5170, top1_acc: 0.3102, top5_acc: 0.5648, loss_cls: 3.0980, loss: 3.0980, grad_norm: 6.1516 2020-07-25 08:42:41,530 - mmaction - INFO - Epoch [3][2180/3757] lr: 1.000e-02, eta: 8 days, 12:45:12, time: 1.691, data_time: 0.373, memory: 5170, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.0708, loss: 3.0708, grad_norm: 5.9108 2020-07-25 08:43:16,870 - mmaction - INFO - Epoch [3][2200/3757] lr: 1.000e-02, eta: 8 days, 12:41:22, time: 1.763, data_time: 0.715, memory: 5170, top1_acc: 0.3430, top5_acc: 0.5867, loss_cls: 3.0121, loss: 3.0121, grad_norm: 5.8929 2020-07-25 08:43:50,763 - mmaction - INFO - Epoch [3][2220/3757] lr: 1.000e-02, eta: 8 days, 12:36:47, time: 1.700, data_time: 0.841, memory: 5170, top1_acc: 0.3117, top5_acc: 0.5961, loss_cls: 3.0955, loss: 3.0955, grad_norm: 6.0837 2020-07-25 08:44:29,649 - mmaction - INFO - Epoch [3][2240/3757] lr: 1.000e-02, eta: 8 days, 12:35:15, time: 1.943, data_time: 0.839, memory: 5170, top1_acc: 0.3422, top5_acc: 0.6039, loss_cls: 2.9461, loss: 2.9461, grad_norm: 5.9547 2020-07-25 08:45:03,598 - mmaction - INFO - Epoch [3][2260/3757] lr: 1.000e-02, eta: 8 days, 12:30:39, time: 1.698, data_time: 0.496, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5680, loss_cls: 3.1469, loss: 3.1469, grad_norm: 5.9445 2020-07-25 08:45:40,471 - mmaction - INFO - Epoch [3][2280/3757] lr: 1.000e-02, eta: 8 days, 12:27:54, time: 1.845, data_time: 1.181, memory: 5170, top1_acc: 0.3461, top5_acc: 0.6055, loss_cls: 2.9744, loss: 2.9744, grad_norm: 5.9189 2020-07-25 08:46:14,692 - mmaction - INFO - Epoch [3][2300/3757] lr: 1.000e-02, eta: 8 days, 12:23:28, time: 1.709, data_time: 0.754, memory: 5170, top1_acc: 0.3508, top5_acc: 0.6102, loss_cls: 2.9041, loss: 2.9041, grad_norm: 5.9623 2020-07-25 08:46:50,305 - mmaction - INFO - Epoch [3][2320/3757] lr: 1.000e-02, eta: 8 days, 12:19:56, time: 1.781, data_time: 0.572, memory: 5170, top1_acc: 0.3477, top5_acc: 0.6031, loss_cls: 2.9504, loss: 2.9504, grad_norm: 5.9750 2020-07-25 08:47:28,153 - mmaction - INFO - Epoch [3][2340/3757] lr: 1.000e-02, eta: 8 days, 12:17:45, time: 1.887, data_time: 0.019, memory: 5170, top1_acc: 0.3492, top5_acc: 0.6203, loss_cls: 2.9371, loss: 2.9371, grad_norm: 5.8964 2020-07-25 08:48:00,633 - mmaction - INFO - Epoch [3][2360/3757] lr: 1.000e-02, eta: 8 days, 12:12:24, time: 1.631, data_time: 0.014, memory: 5170, top1_acc: 0.3531, top5_acc: 0.5992, loss_cls: 2.9276, loss: 2.9276, grad_norm: 6.0075 2020-07-25 08:48:36,086 - mmaction - INFO - Epoch [3][2380/3757] lr: 1.000e-02, eta: 8 days, 12:08:46, time: 1.770, data_time: 0.007, memory: 5170, top1_acc: 0.3352, top5_acc: 0.5945, loss_cls: 3.0681, loss: 3.0681, grad_norm: 5.9714 2020-07-25 08:49:12,146 - mmaction - INFO - Epoch [3][2400/3757] lr: 1.000e-02, eta: 8 days, 12:05:30, time: 1.798, data_time: 0.019, memory: 5170, top1_acc: 0.3523, top5_acc: 0.6016, loss_cls: 2.9273, loss: 2.9273, grad_norm: 5.8962 2020-07-25 08:49:47,899 - mmaction - INFO - Epoch [3][2420/3757] lr: 1.000e-02, eta: 8 days, 12:02:12, time: 1.795, data_time: 0.010, memory: 5170, top1_acc: 0.3344, top5_acc: 0.6000, loss_cls: 2.9936, loss: 2.9936, grad_norm: 5.9197 2020-07-25 08:50:24,176 - mmaction - INFO - Epoch [3][2440/3757] lr: 1.000e-02, eta: 8 days, 11:59:07, time: 1.811, data_time: 0.012, memory: 5170, top1_acc: 0.3359, top5_acc: 0.5797, loss_cls: 3.0959, loss: 3.0959, grad_norm: 5.9375 2020-07-25 08:51:01,258 - mmaction - INFO - Epoch [3][2460/3757] lr: 1.000e-02, eta: 8 days, 11:56:36, time: 1.857, data_time: 0.743, memory: 5170, top1_acc: 0.3383, top5_acc: 0.6055, loss_cls: 3.0099, loss: 3.0099, grad_norm: 6.0680 2020-07-25 08:51:38,910 - mmaction - INFO - Epoch [3][2480/3757] lr: 1.000e-02, eta: 8 days, 11:54:25, time: 1.882, data_time: 0.480, memory: 5170, top1_acc: 0.3398, top5_acc: 0.5953, loss_cls: 3.0260, loss: 3.0260, grad_norm: 5.7739 2020-07-25 08:52:16,103 - mmaction - INFO - Epoch [3][2500/3757] lr: 1.000e-02, eta: 8 days, 11:51:52, time: 1.854, data_time: 0.008, memory: 5170, top1_acc: 0.3352, top5_acc: 0.5945, loss_cls: 3.0197, loss: 3.0197, grad_norm: 5.9974 2020-07-25 08:52:51,070 - mmaction - INFO - Epoch [3][2520/3757] lr: 1.000e-02, eta: 8 days, 11:48:08, time: 1.755, data_time: 0.441, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6039, loss_cls: 3.0044, loss: 3.0044, grad_norm: 6.0533 2020-07-25 08:53:26,716 - mmaction - INFO - Epoch [3][2540/3757] lr: 1.000e-02, eta: 8 days, 11:44:40, time: 1.775, data_time: 1.198, memory: 5170, top1_acc: 0.3281, top5_acc: 0.5984, loss_cls: 2.9583, loss: 2.9583, grad_norm: 6.0558 2020-07-25 08:54:01,108 - mmaction - INFO - Epoch [3][2560/3757] lr: 1.000e-02, eta: 8 days, 11:40:36, time: 1.726, data_time: 0.871, memory: 5170, top1_acc: 0.3391, top5_acc: 0.6008, loss_cls: 2.9426, loss: 2.9426, grad_norm: 5.8091 2020-07-25 08:54:35,828 - mmaction - INFO - Epoch [3][2580/3757] lr: 1.000e-02, eta: 8 days, 11:36:38, time: 1.731, data_time: 0.008, memory: 5170, top1_acc: 0.3484, top5_acc: 0.6188, loss_cls: 2.9457, loss: 2.9457, grad_norm: 5.9752 2020-07-25 08:55:13,315 - mmaction - INFO - Epoch [3][2600/3757] lr: 1.000e-02, eta: 8 days, 11:34:25, time: 1.877, data_time: 0.202, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5852, loss_cls: 3.0895, loss: 3.0895, grad_norm: 6.0002 2020-07-25 08:55:47,257 - mmaction - INFO - Epoch [3][2620/3757] lr: 1.000e-02, eta: 8 days, 11:30:04, time: 1.699, data_time: 0.944, memory: 5170, top1_acc: 0.3422, top5_acc: 0.5930, loss_cls: 3.0212, loss: 3.0212, grad_norm: 6.1193 2020-07-25 08:56:23,738 - mmaction - INFO - Epoch [3][2640/3757] lr: 1.000e-02, eta: 8 days, 11:27:15, time: 1.825, data_time: 0.192, memory: 5170, top1_acc: 0.3406, top5_acc: 0.6109, loss_cls: 2.9558, loss: 2.9558, grad_norm: 5.9749 2020-07-25 08:57:00,260 - mmaction - INFO - Epoch [3][2660/3757] lr: 1.000e-02, eta: 8 days, 11:24:27, time: 1.825, data_time: 0.523, memory: 5170, top1_acc: 0.3406, top5_acc: 0.5953, loss_cls: 2.9851, loss: 2.9851, grad_norm: 5.8046 2020-07-25 08:57:35,997 - mmaction - INFO - Epoch [3][2680/3757] lr: 1.000e-02, eta: 8 days, 11:21:10, time: 1.784, data_time: 0.885, memory: 5170, top1_acc: 0.3258, top5_acc: 0.5734, loss_cls: 3.0603, loss: 3.0603, grad_norm: 5.9957 2020-07-25 08:58:12,140 - mmaction - INFO - Epoch [3][2700/3757] lr: 1.000e-02, eta: 8 days, 11:18:13, time: 1.812, data_time: 0.801, memory: 5170, top1_acc: 0.3422, top5_acc: 0.6023, loss_cls: 2.9955, loss: 2.9955, grad_norm: 5.9846 2020-07-25 08:58:46,671 - mmaction - INFO - Epoch [3][2720/3757] lr: 1.000e-02, eta: 8 days, 11:14:11, time: 1.720, data_time: 0.331, memory: 5170, top1_acc: 0.3328, top5_acc: 0.6016, loss_cls: 2.9790, loss: 2.9790, grad_norm: 5.9033 2020-07-25 08:59:19,897 - mmaction - INFO - Epoch [3][2740/3757] lr: 1.000e-02, eta: 8 days, 11:09:32, time: 1.667, data_time: 0.631, memory: 5170, top1_acc: 0.3258, top5_acc: 0.6039, loss_cls: 2.9457, loss: 2.9457, grad_norm: 5.8886 2020-07-25 08:59:57,678 - mmaction - INFO - Epoch [3][2760/3757] lr: 1.000e-02, eta: 8 days, 11:07:33, time: 1.890, data_time: 0.154, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6039, loss_cls: 2.9488, loss: 2.9488, grad_norm: 6.1335 2020-07-25 09:00:37,365 - mmaction - INFO - Epoch [3][2780/3757] lr: 1.000e-02, eta: 8 days, 11:06:33, time: 1.973, data_time: 0.010, memory: 5170, top1_acc: 0.3383, top5_acc: 0.6078, loss_cls: 2.8943, loss: 2.8943, grad_norm: 5.8260 2020-07-25 09:01:09,506 - mmaction - INFO - Epoch [3][2800/3757] lr: 1.000e-02, eta: 8 days, 11:01:22, time: 1.618, data_time: 0.026, memory: 5170, top1_acc: 0.3578, top5_acc: 0.6070, loss_cls: 2.9760, loss: 2.9760, grad_norm: 5.8108 2020-07-25 09:01:43,338 - mmaction - INFO - Epoch [3][2820/3757] lr: 1.000e-02, eta: 8 days, 10:57:03, time: 1.691, data_time: 0.147, memory: 5170, top1_acc: 0.3508, top5_acc: 0.5859, loss_cls: 2.9739, loss: 2.9739, grad_norm: 5.9301 2020-07-25 09:02:21,240 - mmaction - INFO - Epoch [3][2840/3757] lr: 1.000e-02, eta: 8 days, 10:55:02, time: 1.885, data_time: 0.008, memory: 5170, top1_acc: 0.3461, top5_acc: 0.5906, loss_cls: 2.9854, loss: 2.9854, grad_norm: 6.1121 2020-07-25 09:03:02,864 - mmaction - INFO - Epoch [3][2860/3757] lr: 1.000e-02, eta: 8 days, 10:55:25, time: 2.088, data_time: 0.013, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6102, loss_cls: 2.9838, loss: 2.9838, grad_norm: 6.0030 2020-07-25 09:03:36,345 - mmaction - INFO - Epoch [3][2880/3757] lr: 1.000e-02, eta: 8 days, 10:50:57, time: 1.676, data_time: 0.006, memory: 5170, top1_acc: 0.3352, top5_acc: 0.6094, loss_cls: 2.9907, loss: 2.9907, grad_norm: 6.1288 2020-07-25 09:04:11,321 - mmaction - INFO - Epoch [3][2900/3757] lr: 1.000e-02, eta: 8 days, 10:47:21, time: 1.748, data_time: 0.184, memory: 5170, top1_acc: 0.3242, top5_acc: 0.5969, loss_cls: 3.0199, loss: 3.0199, grad_norm: 6.0303 2020-07-25 09:04:46,142 - mmaction - INFO - Epoch [3][2920/3757] lr: 1.000e-02, eta: 8 days, 10:43:42, time: 1.742, data_time: 0.006, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6070, loss_cls: 2.9641, loss: 2.9641, grad_norm: 5.8525 2020-07-25 09:05:21,541 - mmaction - INFO - Epoch [3][2940/3757] lr: 1.000e-02, eta: 8 days, 10:40:20, time: 1.767, data_time: 0.008, memory: 5170, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 2.9653, loss: 2.9653, grad_norm: 6.0744 2020-07-25 09:05:56,503 - mmaction - INFO - Epoch [3][2960/3757] lr: 1.000e-02, eta: 8 days, 10:36:46, time: 1.748, data_time: 0.008, memory: 5170, top1_acc: 0.3547, top5_acc: 0.6086, loss_cls: 2.9054, loss: 2.9054, grad_norm: 5.9918 2020-07-25 09:06:32,065 - mmaction - INFO - Epoch [3][2980/3757] lr: 1.000e-02, eta: 8 days, 10:33:32, time: 1.776, data_time: 0.567, memory: 5170, top1_acc: 0.3484, top5_acc: 0.6086, loss_cls: 2.9728, loss: 2.9728, grad_norm: 5.9867 2020-07-25 09:07:09,733 - mmaction - INFO - Epoch [3][3000/3757] lr: 1.000e-02, eta: 8 days, 10:31:37, time: 1.889, data_time: 0.896, memory: 5170, top1_acc: 0.3508, top5_acc: 0.6016, loss_cls: 2.9884, loss: 2.9884, grad_norm: 5.9833 2020-07-25 09:07:46,459 - mmaction - INFO - Epoch [3][3020/3757] lr: 1.000e-02, eta: 8 days, 10:29:04, time: 1.833, data_time: 0.226, memory: 5170, top1_acc: 0.3398, top5_acc: 0.6195, loss_cls: 2.9814, loss: 2.9814, grad_norm: 5.8754 2020-07-25 09:08:20,035 - mmaction - INFO - Epoch [3][3040/3757] lr: 1.000e-02, eta: 8 days, 10:24:42, time: 1.676, data_time: 0.030, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6219, loss_cls: 2.8616, loss: 2.8616, grad_norm: 5.8361 2020-07-25 09:08:53,216 - mmaction - INFO - Epoch [3][3060/3757] lr: 1.000e-02, eta: 8 days, 10:20:15, time: 1.666, data_time: 0.010, memory: 5170, top1_acc: 0.3414, top5_acc: 0.6156, loss_cls: 2.8865, loss: 2.8865, grad_norm: 5.9407 2020-07-25 09:09:28,210 - mmaction - INFO - Epoch [3][3080/3757] lr: 1.000e-02, eta: 8 days, 10:16:41, time: 1.743, data_time: 0.008, memory: 5170, top1_acc: 0.3477, top5_acc: 0.5938, loss_cls: 2.9512, loss: 2.9512, grad_norm: 5.9478 2020-07-25 09:10:04,626 - mmaction - INFO - Epoch [3][3100/3757] lr: 1.000e-02, eta: 8 days, 10:14:05, time: 1.826, data_time: 0.017, memory: 5170, top1_acc: 0.3344, top5_acc: 0.5977, loss_cls: 2.9866, loss: 2.9866, grad_norm: 6.0344 2020-07-25 09:10:41,111 - mmaction - INFO - Epoch [3][3120/3757] lr: 1.000e-02, eta: 8 days, 10:11:29, time: 1.825, data_time: 0.117, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6258, loss_cls: 2.9173, loss: 2.9173, grad_norm: 5.9760 2020-07-25 09:11:15,728 - mmaction - INFO - Epoch [3][3140/3757] lr: 1.000e-02, eta: 8 days, 10:07:48, time: 1.730, data_time: 0.117, memory: 5170, top1_acc: 0.3305, top5_acc: 0.6070, loss_cls: 2.9562, loss: 2.9562, grad_norm: 6.0460 2020-07-25 09:11:56,277 - mmaction - INFO - Epoch [3][3160/3757] lr: 1.000e-02, eta: 8 days, 10:07:28, time: 2.023, data_time: 0.349, memory: 5170, top1_acc: 0.3484, top5_acc: 0.6141, loss_cls: 2.9440, loss: 2.9440, grad_norm: 5.8609 2020-07-25 09:12:30,141 - mmaction - INFO - Epoch [3][3180/3757] lr: 1.000e-02, eta: 8 days, 10:03:28, time: 1.700, data_time: 0.009, memory: 5170, top1_acc: 0.3453, top5_acc: 0.6008, loss_cls: 2.9610, loss: 2.9610, grad_norm: 5.7764 2020-07-25 09:13:04,188 - mmaction - INFO - Epoch [3][3200/3757] lr: 1.000e-02, eta: 8 days, 9:59:30, time: 1.701, data_time: 0.009, memory: 5170, top1_acc: 0.3453, top5_acc: 0.6055, loss_cls: 2.9858, loss: 2.9858, grad_norm: 5.8954 2020-07-25 09:13:39,516 - mmaction - INFO - Epoch [3][3220/3757] lr: 1.000e-02, eta: 8 days, 9:56:16, time: 1.766, data_time: 0.003, memory: 5170, top1_acc: 0.3383, top5_acc: 0.5938, loss_cls: 3.0184, loss: 3.0184, grad_norm: 5.8950 2020-07-25 09:14:17,322 - mmaction - INFO - Epoch [3][3240/3757] lr: 1.000e-02, eta: 8 days, 9:54:26, time: 1.889, data_time: 0.016, memory: 5170, top1_acc: 0.3367, top5_acc: 0.6008, loss_cls: 2.9700, loss: 2.9700, grad_norm: 5.9453 2020-07-25 09:14:54,453 - mmaction - INFO - Epoch [3][3260/3757] lr: 1.000e-02, eta: 8 days, 9:52:16, time: 1.859, data_time: 0.006, memory: 5170, top1_acc: 0.3352, top5_acc: 0.5867, loss_cls: 3.0409, loss: 3.0409, grad_norm: 6.0053 2020-07-25 09:15:29,146 - mmaction - INFO - Epoch [3][3280/3757] lr: 1.000e-02, eta: 8 days, 9:48:41, time: 1.731, data_time: 0.008, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6047, loss_cls: 2.9359, loss: 2.9359, grad_norm: 5.9313 2020-07-25 09:16:05,051 - mmaction - INFO - Epoch [3][3300/3757] lr: 1.000e-02, eta: 8 days, 9:45:51, time: 1.799, data_time: 0.014, memory: 5170, top1_acc: 0.3477, top5_acc: 0.6336, loss_cls: 2.9106, loss: 2.9106, grad_norm: 6.1002 2020-07-25 09:16:41,275 - mmaction - INFO - Epoch [3][3320/3757] lr: 1.000e-02, eta: 8 days, 9:43:10, time: 1.810, data_time: 0.046, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5781, loss_cls: 3.0854, loss: 3.0854, grad_norm: 5.9853 2020-07-25 09:17:17,791 - mmaction - INFO - Epoch [3][3340/3757] lr: 1.000e-02, eta: 8 days, 9:40:40, time: 1.826, data_time: 0.281, memory: 5170, top1_acc: 0.3234, top5_acc: 0.5906, loss_cls: 2.9978, loss: 2.9978, grad_norm: 5.9282 2020-07-25 09:17:50,739 - mmaction - INFO - Epoch [3][3360/3757] lr: 1.000e-02, eta: 8 days, 9:36:10, time: 1.648, data_time: 0.636, memory: 5170, top1_acc: 0.3445, top5_acc: 0.5844, loss_cls: 3.0311, loss: 3.0311, grad_norm: 5.8664 2020-07-25 09:18:25,127 - mmaction - INFO - Epoch [3][3380/3757] lr: 1.000e-02, eta: 8 days, 9:32:25, time: 1.712, data_time: 0.706, memory: 5170, top1_acc: 0.3258, top5_acc: 0.5922, loss_cls: 3.0060, loss: 3.0060, grad_norm: 5.8547 2020-07-25 09:18:59,556 - mmaction - INFO - Epoch [3][3400/3757] lr: 1.000e-02, eta: 8 days, 9:28:51, time: 1.728, data_time: 0.722, memory: 5170, top1_acc: 0.3352, top5_acc: 0.5906, loss_cls: 3.0543, loss: 3.0543, grad_norm: 5.9040 2020-07-25 09:19:36,678 - mmaction - INFO - Epoch [3][3420/3757] lr: 1.000e-02, eta: 8 days, 9:26:39, time: 1.850, data_time: 0.008, memory: 5170, top1_acc: 0.3398, top5_acc: 0.6023, loss_cls: 3.0097, loss: 3.0097, grad_norm: 6.0046 2020-07-25 09:20:12,671 - mmaction - INFO - Epoch [3][3440/3757] lr: 1.000e-02, eta: 8 days, 9:23:57, time: 1.805, data_time: 0.010, memory: 5170, top1_acc: 0.3305, top5_acc: 0.5938, loss_cls: 2.9953, loss: 2.9953, grad_norm: 5.8367 2020-07-25 09:20:47,111 - mmaction - INFO - Epoch [3][3460/3757] lr: 1.000e-02, eta: 8 days, 9:20:20, time: 1.722, data_time: 0.005, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6438, loss_cls: 2.7912, loss: 2.7912, grad_norm: 5.7498 2020-07-25 09:21:21,588 - mmaction - INFO - Epoch [3][3480/3757] lr: 1.000e-02, eta: 8 days, 9:16:44, time: 1.721, data_time: 0.008, memory: 5170, top1_acc: 0.3531, top5_acc: 0.6086, loss_cls: 2.8708, loss: 2.8708, grad_norm: 5.7985 2020-07-25 09:21:59,229 - mmaction - INFO - Epoch [3][3500/3757] lr: 1.000e-02, eta: 8 days, 9:14:57, time: 1.885, data_time: 0.022, memory: 5170, top1_acc: 0.3578, top5_acc: 0.6016, loss_cls: 2.9603, loss: 2.9603, grad_norm: 5.8731 2020-07-25 09:22:35,354 - mmaction - INFO - Epoch [3][3520/3757] lr: 1.000e-02, eta: 8 days, 9:12:18, time: 1.806, data_time: 0.539, memory: 5170, top1_acc: 0.3391, top5_acc: 0.5875, loss_cls: 3.0066, loss: 3.0066, grad_norm: 6.0437 2020-07-25 09:23:09,302 - mmaction - INFO - Epoch [3][3540/3757] lr: 1.000e-02, eta: 8 days, 9:08:26, time: 1.695, data_time: 0.007, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6062, loss_cls: 2.9350, loss: 2.9350, grad_norm: 5.8724 2020-07-25 09:23:43,461 - mmaction - INFO - Epoch [3][3560/3757] lr: 1.000e-02, eta: 8 days, 9:04:45, time: 1.710, data_time: 0.025, memory: 5170, top1_acc: 0.3578, top5_acc: 0.6180, loss_cls: 2.8810, loss: 2.8810, grad_norm: 5.7730 2020-07-25 09:24:17,927 - mmaction - INFO - Epoch [3][3580/3757] lr: 1.000e-02, eta: 8 days, 9:01:13, time: 1.723, data_time: 0.028, memory: 5170, top1_acc: 0.3656, top5_acc: 0.6078, loss_cls: 2.9167, loss: 2.9167, grad_norm: 5.9205 2020-07-25 09:24:53,923 - mmaction - INFO - Epoch [3][3600/3757] lr: 1.000e-02, eta: 8 days, 8:58:32, time: 1.800, data_time: 0.155, memory: 5170, top1_acc: 0.3609, top5_acc: 0.6266, loss_cls: 2.8315, loss: 2.8315, grad_norm: 5.8339 2020-07-25 09:25:30,178 - mmaction - INFO - Epoch [3][3620/3757] lr: 1.000e-02, eta: 8 days, 8:55:59, time: 1.812, data_time: 0.007, memory: 5170, top1_acc: 0.3336, top5_acc: 0.5813, loss_cls: 3.0325, loss: 3.0325, grad_norm: 6.0084 2020-07-25 09:26:04,932 - mmaction - INFO - Epoch [3][3640/3757] lr: 1.000e-02, eta: 8 days, 8:52:39, time: 1.739, data_time: 0.005, memory: 5170, top1_acc: 0.3578, top5_acc: 0.6109, loss_cls: 2.8816, loss: 2.8816, grad_norm: 5.7463 2020-07-25 09:26:40,412 - mmaction - INFO - Epoch [3][3660/3757] lr: 1.000e-02, eta: 8 days, 8:49:43, time: 1.775, data_time: 0.004, memory: 5170, top1_acc: 0.3484, top5_acc: 0.6227, loss_cls: 2.9660, loss: 2.9660, grad_norm: 5.8903 2020-07-25 09:27:18,769 - mmaction - INFO - Epoch [3][3680/3757] lr: 1.000e-02, eta: 8 days, 8:48:21, time: 1.918, data_time: 0.015, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6328, loss_cls: 2.8248, loss: 2.8248, grad_norm: 5.6949 2020-07-25 09:27:52,964 - mmaction - INFO - Epoch [3][3700/3757] lr: 1.000e-02, eta: 8 days, 8:44:43, time: 1.709, data_time: 0.299, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6258, loss_cls: 2.8322, loss: 2.8322, grad_norm: 5.8390 2020-07-25 09:28:28,231 - mmaction - INFO - Epoch [3][3720/3757] lr: 1.000e-02, eta: 8 days, 8:41:39, time: 1.760, data_time: 0.291, memory: 5170, top1_acc: 0.3477, top5_acc: 0.6234, loss_cls: 2.8893, loss: 2.8893, grad_norm: 6.0854 2020-07-25 09:29:04,802 - mmaction - INFO - Epoch [3][3740/3757] lr: 1.000e-02, eta: 8 days, 8:39:21, time: 1.831, data_time: 0.077, memory: 5170, top1_acc: 0.3273, top5_acc: 0.5938, loss_cls: 2.9822, loss: 2.9822, grad_norm: 6.1652 2020-07-25 09:29:29,020 - mmaction - INFO - Saving checkpoint at 3 epochs 2020-07-25 09:30:18,731 - mmaction - INFO - Epoch [4][20/3757] lr: 1.000e-02, eta: 8 days, 8:24:20, time: 2.384, data_time: 1.757, memory: 5170, top1_acc: 0.3742, top5_acc: 0.6406, loss_cls: 2.8296, loss: 2.8296, grad_norm: 5.8183 2020-07-25 09:30:54,415 - mmaction - INFO - Epoch [4][40/3757] lr: 1.000e-02, eta: 8 days, 8:21:38, time: 1.789, data_time: 1.108, memory: 5170, top1_acc: 0.3531, top5_acc: 0.5867, loss_cls: 2.9704, loss: 2.9704, grad_norm: 5.8668 2020-07-25 09:31:29,680 - mmaction - INFO - Epoch [4][60/3757] lr: 1.000e-02, eta: 8 days, 8:18:34, time: 1.756, data_time: 0.826, memory: 5170, top1_acc: 0.3492, top5_acc: 0.6305, loss_cls: 2.8699, loss: 2.8699, grad_norm: 5.8175 2020-07-25 09:32:07,787 - mmaction - INFO - Epoch [4][80/3757] lr: 1.000e-02, eta: 8 days, 8:17:12, time: 1.912, data_time: 1.098, memory: 5170, top1_acc: 0.3516, top5_acc: 0.6258, loss_cls: 2.8511, loss: 2.8511, grad_norm: 5.9249 2020-07-25 09:32:42,232 - mmaction - INFO - Epoch [4][100/3757] lr: 1.000e-02, eta: 8 days, 8:13:47, time: 1.722, data_time: 0.672, memory: 5170, top1_acc: 0.3336, top5_acc: 0.6000, loss_cls: 2.9273, loss: 2.9273, grad_norm: 6.0981 2020-07-25 09:33:18,064 - mmaction - INFO - Epoch [4][120/3757] lr: 1.000e-02, eta: 8 days, 8:11:06, time: 1.788, data_time: 0.964, memory: 5170, top1_acc: 0.3578, top5_acc: 0.6258, loss_cls: 2.8949, loss: 2.8949, grad_norm: 5.8208 2020-07-25 09:33:53,610 - mmaction - INFO - Epoch [4][140/3757] lr: 1.000e-02, eta: 8 days, 8:08:19, time: 1.778, data_time: 1.206, memory: 5170, top1_acc: 0.3477, top5_acc: 0.6055, loss_cls: 2.9849, loss: 2.9849, grad_norm: 5.8349 2020-07-25 09:34:30,427 - mmaction - INFO - Epoch [4][160/3757] lr: 1.000e-02, eta: 8 days, 8:06:14, time: 1.844, data_time: 1.062, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6406, loss_cls: 2.8054, loss: 2.8054, grad_norm: 5.6867 2020-07-25 09:35:08,508 - mmaction - INFO - Epoch [4][180/3757] lr: 1.000e-02, eta: 8 days, 8:04:47, time: 1.903, data_time: 0.047, memory: 5170, top1_acc: 0.3438, top5_acc: 0.6133, loss_cls: 2.9407, loss: 2.9407, grad_norm: 5.9383 2020-07-25 09:35:42,014 - mmaction - INFO - Epoch [4][200/3757] lr: 1.000e-02, eta: 8 days, 8:00:56, time: 1.676, data_time: 0.003, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6320, loss_cls: 2.7880, loss: 2.7880, grad_norm: 5.8202 2020-07-25 09:36:14,257 - mmaction - INFO - Epoch [4][220/3757] lr: 1.000e-02, eta: 8 days, 7:56:21, time: 1.605, data_time: 0.009, memory: 5170, top1_acc: 0.3422, top5_acc: 0.5953, loss_cls: 2.9538, loss: 2.9538, grad_norm: 5.8805 2020-07-25 09:36:48,265 - mmaction - INFO - Epoch [4][240/3757] lr: 1.000e-02, eta: 8 days, 7:52:51, time: 1.707, data_time: 0.024, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6383, loss_cls: 2.8120, loss: 2.8120, grad_norm: 5.8738 2020-07-25 09:37:24,281 - mmaction - INFO - Epoch [4][260/3757] lr: 1.000e-02, eta: 8 days, 7:50:16, time: 1.793, data_time: 0.285, memory: 5170, top1_acc: 0.3563, top5_acc: 0.5953, loss_cls: 2.9543, loss: 2.9543, grad_norm: 5.8601 2020-07-25 09:38:01,537 - mmaction - INFO - Epoch [4][280/3757] lr: 1.000e-02, eta: 8 days, 7:48:26, time: 1.865, data_time: 0.628, memory: 5170, top1_acc: 0.3719, top5_acc: 0.6211, loss_cls: 2.8602, loss: 2.8602, grad_norm: 5.8079 2020-07-25 09:38:35,224 - mmaction - INFO - Epoch [4][300/3757] lr: 1.000e-02, eta: 8 days, 7:44:47, time: 1.690, data_time: 0.331, memory: 5170, top1_acc: 0.3469, top5_acc: 0.6281, loss_cls: 2.8650, loss: 2.8650, grad_norm: 5.8464 2020-07-25 09:39:11,555 - mmaction - INFO - Epoch [4][320/3757] lr: 1.000e-02, eta: 8 days, 7:42:27, time: 1.813, data_time: 0.300, memory: 5170, top1_acc: 0.3836, top5_acc: 0.6359, loss_cls: 2.8032, loss: 2.8032, grad_norm: 5.8725 2020-07-25 09:39:47,457 - mmaction - INFO - Epoch [4][340/3757] lr: 1.000e-02, eta: 8 days, 7:39:56, time: 1.797, data_time: 0.006, memory: 5170, top1_acc: 0.3609, top5_acc: 0.6133, loss_cls: 2.8847, loss: 2.8847, grad_norm: 5.9063 2020-07-25 09:40:20,728 - mmaction - INFO - Epoch [4][360/3757] lr: 1.000e-02, eta: 8 days, 7:36:02, time: 1.663, data_time: 0.009, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6383, loss_cls: 2.7858, loss: 2.7858, grad_norm: 5.7895 2020-07-25 09:40:58,708 - mmaction - INFO - Epoch [4][380/3757] lr: 1.000e-02, eta: 8 days, 7:34:36, time: 1.900, data_time: 0.003, memory: 5170, top1_acc: 0.3555, top5_acc: 0.6047, loss_cls: 2.9643, loss: 2.9643, grad_norm: 5.9822 2020-07-25 09:41:32,418 - mmaction - INFO - Epoch [4][400/3757] lr: 1.000e-02, eta: 8 days, 7:30:54, time: 1.681, data_time: 0.007, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6398, loss_cls: 2.7526, loss: 2.7526, grad_norm: 5.7901 2020-07-25 09:42:08,264 - mmaction - INFO - Epoch [4][420/3757] lr: 1.000e-02, eta: 8 days, 7:28:23, time: 1.794, data_time: 0.010, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6305, loss_cls: 2.8104, loss: 2.8104, grad_norm: 5.9537 2020-07-25 09:42:47,453 - mmaction - INFO - Epoch [4][440/3757] lr: 1.000e-02, eta: 8 days, 7:27:34, time: 1.956, data_time: 0.007, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6195, loss_cls: 2.8778, loss: 2.8778, grad_norm: 5.8679 2020-07-25 09:43:17,773 - mmaction - INFO - Epoch [4][460/3757] lr: 1.000e-02, eta: 8 days, 7:22:12, time: 1.518, data_time: 0.020, memory: 5170, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.8331, loss: 2.8331, grad_norm: 5.7392 2020-07-25 09:43:53,353 - mmaction - INFO - Epoch [4][480/3757] lr: 1.000e-02, eta: 8 days, 7:19:36, time: 1.783, data_time: 0.043, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6586, loss_cls: 2.7349, loss: 2.7349, grad_norm: 5.7899 2020-07-25 09:44:27,855 - mmaction - INFO - Epoch [4][500/3757] lr: 1.000e-02, eta: 8 days, 7:16:24, time: 1.725, data_time: 0.384, memory: 5170, top1_acc: 0.3477, top5_acc: 0.6094, loss_cls: 2.9390, loss: 2.9390, grad_norm: 6.1313 2020-07-25 09:45:05,771 - mmaction - INFO - Epoch [4][520/3757] lr: 1.000e-02, eta: 8 days, 7:14:56, time: 1.892, data_time: 0.952, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6266, loss_cls: 2.8858, loss: 2.8858, grad_norm: 5.9394 2020-07-25 09:45:41,145 - mmaction - INFO - Epoch [4][540/3757] lr: 1.000e-02, eta: 8 days, 7:12:14, time: 1.772, data_time: 0.263, memory: 5170, top1_acc: 0.3789, top5_acc: 0.6414, loss_cls: 2.7552, loss: 2.7552, grad_norm: 5.8429 2020-07-25 09:46:16,330 - mmaction - INFO - Epoch [4][560/3757] lr: 1.000e-02, eta: 8 days, 7:09:21, time: 1.754, data_time: 0.009, memory: 5170, top1_acc: 0.3359, top5_acc: 0.6102, loss_cls: 2.9713, loss: 2.9713, grad_norm: 5.9329 2020-07-25 09:46:51,242 - mmaction - INFO - Epoch [4][580/3757] lr: 1.000e-02, eta: 8 days, 7:06:26, time: 1.751, data_time: 0.009, memory: 5170, top1_acc: 0.3430, top5_acc: 0.6219, loss_cls: 2.8638, loss: 2.8638, grad_norm: 5.8277 2020-07-25 09:47:27,547 - mmaction - INFO - Epoch [4][600/3757] lr: 1.000e-02, eta: 8 days, 7:04:10, time: 1.812, data_time: 0.009, memory: 5170, top1_acc: 0.3492, top5_acc: 0.5969, loss_cls: 2.8976, loss: 2.8976, grad_norm: 5.8509 2020-07-25 09:48:03,296 - mmaction - INFO - Epoch [4][620/3757] lr: 1.000e-02, eta: 8 days, 7:01:41, time: 1.791, data_time: 0.138, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6289, loss_cls: 2.7768, loss: 2.7768, grad_norm: 5.8119 2020-07-25 09:48:39,885 - mmaction - INFO - Epoch [4][640/3757] lr: 1.000e-02, eta: 8 days, 6:59:32, time: 1.822, data_time: 0.357, memory: 5170, top1_acc: 0.3664, top5_acc: 0.5984, loss_cls: 2.9325, loss: 2.9325, grad_norm: 6.1223 2020-07-25 09:49:19,079 - mmaction - INFO - Epoch [4][660/3757] lr: 1.000e-02, eta: 8 days, 6:58:50, time: 1.966, data_time: 0.011, memory: 5170, top1_acc: 0.3609, top5_acc: 0.6516, loss_cls: 2.7042, loss: 2.7042, grad_norm: 5.7995 2020-07-25 09:49:52,423 - mmaction - INFO - Epoch [4][680/3757] lr: 1.000e-02, eta: 8 days, 6:55:07, time: 1.667, data_time: 0.062, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6164, loss_cls: 2.8955, loss: 2.8955, grad_norm: 6.0165 2020-07-25 09:50:30,870 - mmaction - INFO - Epoch [4][700/3757] lr: 1.000e-02, eta: 8 days, 6:53:57, time: 1.919, data_time: 0.088, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6016, loss_cls: 2.9543, loss: 2.9543, grad_norm: 5.9008 2020-07-25 09:51:04,383 - mmaction - INFO - Epoch [4][720/3757] lr: 1.000e-02, eta: 8 days, 6:50:21, time: 1.678, data_time: 0.009, memory: 5170, top1_acc: 0.3703, top5_acc: 0.6406, loss_cls: 2.8391, loss: 2.8391, grad_norm: 5.9163 2020-07-25 09:51:40,760 - mmaction - INFO - Epoch [4][740/3757] lr: 1.000e-02, eta: 8 days, 6:48:12, time: 1.819, data_time: 0.011, memory: 5170, top1_acc: 0.3766, top5_acc: 0.6148, loss_cls: 2.8728, loss: 2.8728, grad_norm: 5.9872 2020-07-25 09:52:16,792 - mmaction - INFO - Epoch [4][760/3757] lr: 1.000e-02, eta: 8 days, 6:45:54, time: 1.805, data_time: 0.014, memory: 5170, top1_acc: 0.3492, top5_acc: 0.6102, loss_cls: 2.9003, loss: 2.9003, grad_norm: 6.0381 2020-07-25 09:52:52,453 - mmaction - INFO - Epoch [4][780/3757] lr: 1.000e-02, eta: 8 days, 6:43:18, time: 1.775, data_time: 0.003, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6102, loss_cls: 2.9462, loss: 2.9462, grad_norm: 5.9542 2020-07-25 09:53:25,348 - mmaction - INFO - Epoch [4][800/3757] lr: 1.000e-02, eta: 8 days, 6:39:26, time: 1.646, data_time: 0.013, memory: 5170, top1_acc: 0.3570, top5_acc: 0.6039, loss_cls: 2.9404, loss: 2.9404, grad_norm: 5.8487 2020-07-25 09:54:01,752 - mmaction - INFO - Epoch [4][820/3757] lr: 1.000e-02, eta: 8 days, 6:37:22, time: 1.826, data_time: 0.010, memory: 5170, top1_acc: 0.3609, top5_acc: 0.6391, loss_cls: 2.8772, loss: 2.8772, grad_norm: 5.7391 2020-07-25 09:54:34,233 - mmaction - INFO - Epoch [4][840/3757] lr: 1.000e-02, eta: 8 days, 6:33:12, time: 1.617, data_time: 0.008, memory: 5170, top1_acc: 0.3820, top5_acc: 0.6148, loss_cls: 2.7952, loss: 2.7952, grad_norm: 5.9025 2020-07-25 09:55:10,616 - mmaction - INFO - Epoch [4][860/3757] lr: 1.000e-02, eta: 8 days, 6:31:08, time: 1.825, data_time: 0.317, memory: 5170, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 2.9381, loss: 2.9381, grad_norm: 5.9375 2020-07-25 09:55:46,033 - mmaction - INFO - Epoch [4][880/3757] lr: 1.000e-02, eta: 8 days, 6:28:32, time: 1.771, data_time: 0.268, memory: 5170, top1_acc: 0.3531, top5_acc: 0.6133, loss_cls: 2.8918, loss: 2.8918, grad_norm: 5.8859 2020-07-25 09:56:22,410 - mmaction - INFO - Epoch [4][900/3757] lr: 1.000e-02, eta: 8 days, 6:26:23, time: 1.814, data_time: 0.020, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6438, loss_cls: 2.7579, loss: 2.7579, grad_norm: 5.9354 2020-07-25 09:56:57,619 - mmaction - INFO - Epoch [4][920/3757] lr: 1.000e-02, eta: 8 days, 6:23:43, time: 1.763, data_time: 0.014, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6297, loss_cls: 2.8314, loss: 2.8314, grad_norm: 5.9600 2020-07-25 09:57:32,361 - mmaction - INFO - Epoch [4][940/3757] lr: 1.000e-02, eta: 8 days, 6:20:50, time: 1.741, data_time: 0.009, memory: 5170, top1_acc: 0.3547, top5_acc: 0.6062, loss_cls: 2.9071, loss: 2.9071, grad_norm: 5.8060 2020-07-25 09:58:10,423 - mmaction - INFO - Epoch [4][960/3757] lr: 1.000e-02, eta: 8 days, 6:19:30, time: 1.895, data_time: 0.011, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6312, loss_cls: 2.8398, loss: 2.8398, grad_norm: 5.7063 2020-07-25 09:58:44,745 - mmaction - INFO - Epoch [4][980/3757] lr: 1.000e-02, eta: 8 days, 6:16:27, time: 1.722, data_time: 0.011, memory: 5170, top1_acc: 0.3742, top5_acc: 0.6234, loss_cls: 2.8352, loss: 2.8352, grad_norm: 5.8364 2020-07-25 09:59:21,887 - mmaction - INFO - Epoch [4][1000/3757] lr: 1.000e-02, eta: 8 days, 6:14:45, time: 1.859, data_time: 0.074, memory: 5170, top1_acc: 0.3578, top5_acc: 0.6117, loss_cls: 2.8911, loss: 2.8911, grad_norm: 5.8808 2020-07-25 09:59:56,342 - mmaction - INFO - Epoch [4][1020/3757] lr: 1.000e-02, eta: 8 days, 6:11:41, time: 1.719, data_time: 0.084, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6289, loss_cls: 2.8726, loss: 2.8726, grad_norm: 5.9425 2020-07-25 10:00:30,656 - mmaction - INFO - Epoch [4][1040/3757] lr: 1.000e-02, eta: 8 days, 6:08:31, time: 1.708, data_time: 0.011, memory: 5170, top1_acc: 0.3609, top5_acc: 0.6117, loss_cls: 2.8357, loss: 2.8357, grad_norm: 5.8302 2020-07-25 10:01:08,506 - mmaction - INFO - Epoch [4][1060/3757] lr: 1.000e-02, eta: 8 days, 6:07:18, time: 1.905, data_time: 0.023, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6250, loss_cls: 2.8589, loss: 2.8589, grad_norm: 5.8560 2020-07-25 10:01:41,972 - mmaction - INFO - Epoch [4][1080/3757] lr: 1.000e-02, eta: 8 days, 6:03:48, time: 1.673, data_time: 0.007, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6242, loss_cls: 2.8448, loss: 2.8448, grad_norm: 5.8904 2020-07-25 10:02:21,675 - mmaction - INFO - Epoch [4][1100/3757] lr: 1.000e-02, eta: 8 days, 6:03:22, time: 1.985, data_time: 0.004, memory: 5170, top1_acc: 0.3664, top5_acc: 0.6359, loss_cls: 2.8689, loss: 2.8689, grad_norm: 5.8334 2020-07-25 10:02:55,076 - mmaction - INFO - Epoch [4][1120/3757] lr: 1.000e-02, eta: 8 days, 5:59:51, time: 1.669, data_time: 0.002, memory: 5170, top1_acc: 0.3758, top5_acc: 0.6250, loss_cls: 2.8423, loss: 2.8423, grad_norm: 5.7439 2020-07-25 10:03:28,707 - mmaction - INFO - Epoch [4][1140/3757] lr: 1.000e-02, eta: 8 days, 5:56:25, time: 1.678, data_time: 0.003, memory: 5170, top1_acc: 0.3703, top5_acc: 0.6242, loss_cls: 2.8590, loss: 2.8590, grad_norm: 5.8176 2020-07-25 10:04:06,079 - mmaction - INFO - Epoch [4][1160/3757] lr: 1.000e-02, eta: 8 days, 5:54:52, time: 1.870, data_time: 0.012, memory: 5170, top1_acc: 0.3648, top5_acc: 0.6289, loss_cls: 2.8566, loss: 2.8566, grad_norm: 5.8507 2020-07-25 10:04:39,308 - mmaction - INFO - Epoch [4][1180/3757] lr: 1.000e-02, eta: 8 days, 5:51:15, time: 1.656, data_time: 0.011, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6250, loss_cls: 2.8621, loss: 2.8621, grad_norm: 5.8734 2020-07-25 10:05:14,171 - mmaction - INFO - Epoch [4][1200/3757] lr: 1.000e-02, eta: 8 days, 5:48:34, time: 1.752, data_time: 0.012, memory: 5170, top1_acc: 0.3633, top5_acc: 0.6227, loss_cls: 2.8425, loss: 2.8425, grad_norm: 5.8021 2020-07-25 10:05:48,177 - mmaction - INFO - Epoch [4][1220/3757] lr: 1.000e-02, eta: 8 days, 5:45:24, time: 1.700, data_time: 0.052, memory: 5170, top1_acc: 0.3719, top5_acc: 0.6508, loss_cls: 2.7662, loss: 2.7662, grad_norm: 5.7372 2020-07-25 10:06:25,782 - mmaction - INFO - Epoch [4][1240/3757] lr: 1.000e-02, eta: 8 days, 5:43:52, time: 1.870, data_time: 0.356, memory: 5170, top1_acc: 0.3789, top5_acc: 0.6406, loss_cls: 2.7626, loss: 2.7626, grad_norm: 5.7219 2020-07-25 10:07:01,161 - mmaction - INFO - Epoch [4][1260/3757] lr: 1.000e-02, eta: 8 days, 5:41:27, time: 1.778, data_time: 0.977, memory: 5170, top1_acc: 0.3531, top5_acc: 0.6188, loss_cls: 2.8911, loss: 2.8911, grad_norm: 5.9826 2020-07-25 10:07:33,513 - mmaction - INFO - Epoch [4][1280/3757] lr: 1.000e-02, eta: 8 days, 5:37:30, time: 1.617, data_time: 0.940, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.8710, loss: 2.8710, grad_norm: 6.0794 2020-07-25 10:08:06,717 - mmaction - INFO - Epoch [4][1300/3757] lr: 1.000e-02, eta: 8 days, 5:33:56, time: 1.658, data_time: 0.600, memory: 5170, top1_acc: 0.3266, top5_acc: 0.5875, loss_cls: 2.9935, loss: 2.9935, grad_norm: 5.9642 2020-07-25 10:08:42,685 - mmaction - INFO - Epoch [4][1320/3757] lr: 1.000e-02, eta: 8 days, 5:31:47, time: 1.803, data_time: 0.064, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6336, loss_cls: 2.7925, loss: 2.7925, grad_norm: 5.8534 2020-07-25 10:09:19,261 - mmaction - INFO - Epoch [4][1340/3757] lr: 1.000e-02, eta: 8 days, 5:29:54, time: 1.829, data_time: 0.434, memory: 5170, top1_acc: 0.3453, top5_acc: 0.6023, loss_cls: 2.9652, loss: 2.9652, grad_norm: 6.1345 2020-07-25 10:09:54,950 - mmaction - INFO - Epoch [4][1360/3757] lr: 1.000e-02, eta: 8 days, 5:27:31, time: 1.777, data_time: 0.215, memory: 5170, top1_acc: 0.3719, top5_acc: 0.6266, loss_cls: 2.8409, loss: 2.8409, grad_norm: 6.0756 2020-07-25 10:10:30,927 - mmaction - INFO - Epoch [4][1380/3757] lr: 1.000e-02, eta: 8 days, 5:25:21, time: 1.801, data_time: 0.018, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6367, loss_cls: 2.7275, loss: 2.7275, grad_norm: 5.8997 2020-07-25 10:11:06,196 - mmaction - INFO - Epoch [4][1400/3757] lr: 1.000e-02, eta: 8 days, 5:22:51, time: 1.763, data_time: 0.014, memory: 5170, top1_acc: 0.3578, top5_acc: 0.6312, loss_cls: 2.8446, loss: 2.8446, grad_norm: 5.8834 2020-07-25 10:11:42,586 - mmaction - INFO - Epoch [4][1420/3757] lr: 1.000e-02, eta: 8 days, 5:20:55, time: 1.824, data_time: 0.011, memory: 5170, top1_acc: 0.3727, top5_acc: 0.6211, loss_cls: 2.9273, loss: 2.9273, grad_norm: 5.8917 2020-07-25 10:12:16,006 - mmaction - INFO - Epoch [4][1440/3757] lr: 1.000e-02, eta: 8 days, 5:17:33, time: 1.672, data_time: 0.003, memory: 5170, top1_acc: 0.3484, top5_acc: 0.6195, loss_cls: 2.9031, loss: 2.9031, grad_norm: 5.8745 2020-07-25 10:12:53,524 - mmaction - INFO - Epoch [4][1460/3757] lr: 1.000e-02, eta: 8 days, 5:16:08, time: 1.876, data_time: 0.002, memory: 5170, top1_acc: 0.3664, top5_acc: 0.6367, loss_cls: 2.8493, loss: 2.8493, grad_norm: 5.8434 2020-07-25 10:13:28,736 - mmaction - INFO - Epoch [4][1480/3757] lr: 1.000e-02, eta: 8 days, 5:13:34, time: 1.756, data_time: 0.007, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6094, loss_cls: 2.9033, loss: 2.9033, grad_norm: 5.8962 2020-07-25 10:14:05,222 - mmaction - INFO - Epoch [4][1500/3757] lr: 1.000e-02, eta: 8 days, 5:11:43, time: 1.829, data_time: 0.221, memory: 5170, top1_acc: 0.3594, top5_acc: 0.6008, loss_cls: 2.9065, loss: 2.9065, grad_norm: 5.8235 2020-07-25 10:14:39,354 - mmaction - INFO - Epoch [4][1520/3757] lr: 1.000e-02, eta: 8 days, 5:08:42, time: 1.706, data_time: 0.018, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6289, loss_cls: 2.8236, loss: 2.8236, grad_norm: 5.8132 2020-07-25 10:15:19,254 - mmaction - INFO - Epoch [4][1540/3757] lr: 1.000e-02, eta: 8 days, 5:08:21, time: 1.988, data_time: 0.007, memory: 5170, top1_acc: 0.3508, top5_acc: 0.6156, loss_cls: 2.8582, loss: 2.8582, grad_norm: 5.9018 2020-07-25 10:15:54,160 - mmaction - INFO - Epoch [4][1560/3757] lr: 1.000e-02, eta: 8 days, 5:05:47, time: 1.751, data_time: 0.017, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6227, loss_cls: 2.8632, loss: 2.8632, grad_norm: 5.9408 2020-07-25 10:16:28,592 - mmaction - INFO - Epoch [4][1580/3757] lr: 1.000e-02, eta: 8 days, 5:02:51, time: 1.714, data_time: 0.013, memory: 5170, top1_acc: 0.3664, top5_acc: 0.6281, loss_cls: 2.8019, loss: 2.8019, grad_norm: 5.7478 2020-07-25 10:17:07,280 - mmaction - INFO - Epoch [4][1600/3757] lr: 1.000e-02, eta: 8 days, 5:02:05, time: 1.943, data_time: 0.585, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6195, loss_cls: 2.8833, loss: 2.8833, grad_norm: 5.8191 2020-07-25 10:17:43,167 - mmaction - INFO - Epoch [4][1620/3757] lr: 1.000e-02, eta: 8 days, 4:59:51, time: 1.786, data_time: 1.138, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6430, loss_cls: 2.7943, loss: 2.7943, grad_norm: 5.8082 2020-07-25 10:18:17,524 - mmaction - INFO - Epoch [4][1640/3757] lr: 1.000e-02, eta: 8 days, 4:57:04, time: 1.726, data_time: 0.344, memory: 5170, top1_acc: 0.3555, top5_acc: 0.6383, loss_cls: 2.8347, loss: 2.8347, grad_norm: 5.9835 2020-07-25 10:18:53,385 - mmaction - INFO - Epoch [4][1660/3757] lr: 1.000e-02, eta: 8 days, 4:54:49, time: 1.784, data_time: 0.007, memory: 5170, top1_acc: 0.3438, top5_acc: 0.6125, loss_cls: 2.9386, loss: 2.9386, grad_norm: 5.9463 2020-07-25 10:19:28,075 - mmaction - INFO - Epoch [4][1680/3757] lr: 1.000e-02, eta: 8 days, 4:52:12, time: 1.743, data_time: 0.011, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6375, loss_cls: 2.7917, loss: 2.7917, grad_norm: 5.9103 2020-07-25 10:20:05,040 - mmaction - INFO - Epoch [4][1700/3757] lr: 1.000e-02, eta: 8 days, 4:50:34, time: 1.849, data_time: 0.008, memory: 5170, top1_acc: 0.3758, top5_acc: 0.6227, loss_cls: 2.8147, loss: 2.8147, grad_norm: 5.9147 2020-07-25 10:20:38,720 - mmaction - INFO - Epoch [4][1720/3757] lr: 1.000e-02, eta: 8 days, 4:47:24, time: 1.684, data_time: 0.002, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6414, loss_cls: 2.7956, loss: 2.7956, grad_norm: 6.0020 2020-07-25 10:21:12,920 - mmaction - INFO - Epoch [4][1740/3757] lr: 1.000e-02, eta: 8 days, 4:44:25, time: 1.702, data_time: 0.008, memory: 5170, top1_acc: 0.3414, top5_acc: 0.6305, loss_cls: 2.8953, loss: 2.8953, grad_norm: 5.9160 2020-07-25 10:21:49,603 - mmaction - INFO - Epoch [4][1760/3757] lr: 1.000e-02, eta: 8 days, 4:42:43, time: 1.839, data_time: 0.011, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6289, loss_cls: 2.8695, loss: 2.8695, grad_norm: 5.8295 2020-07-25 10:22:24,618 - mmaction - INFO - Epoch [4][1780/3757] lr: 1.000e-02, eta: 8 days, 4:40:11, time: 1.749, data_time: 0.006, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.9176, loss: 2.9176, grad_norm: 5.9328 2020-07-25 10:23:01,538 - mmaction - INFO - Epoch [4][1800/3757] lr: 1.000e-02, eta: 8 days, 4:38:35, time: 1.851, data_time: 0.011, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6203, loss_cls: 2.8630, loss: 2.8630, grad_norm: 5.9648 2020-07-25 10:23:38,697 - mmaction - INFO - Epoch [4][1820/3757] lr: 1.000e-02, eta: 8 days, 4:37:01, time: 1.853, data_time: 0.008, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6289, loss_cls: 2.8362, loss: 2.8362, grad_norm: 5.9323 2020-07-25 10:24:13,769 - mmaction - INFO - Epoch [4][1840/3757] lr: 1.000e-02, eta: 8 days, 4:34:35, time: 1.759, data_time: 0.009, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6258, loss_cls: 2.9084, loss: 2.9084, grad_norm: 5.9096 2020-07-25 10:24:48,216 - mmaction - INFO - Epoch [4][1860/3757] lr: 1.000e-02, eta: 8 days, 4:31:44, time: 1.713, data_time: 0.107, memory: 5170, top1_acc: 0.3492, top5_acc: 0.6258, loss_cls: 2.8567, loss: 2.8567, grad_norm: 5.8771 2020-07-25 10:25:25,074 - mmaction - INFO - Epoch [4][1880/3757] lr: 1.000e-02, eta: 8 days, 4:30:08, time: 1.848, data_time: 0.012, memory: 5170, top1_acc: 0.3531, top5_acc: 0.6258, loss_cls: 2.8794, loss: 2.8794, grad_norm: 5.8366 2020-07-25 10:25:59,970 - mmaction - INFO - Epoch [4][1900/3757] lr: 1.000e-02, eta: 8 days, 4:27:36, time: 1.746, data_time: 0.010, memory: 5170, top1_acc: 0.3742, top5_acc: 0.6406, loss_cls: 2.8031, loss: 2.8031, grad_norm: 5.8139 2020-07-25 10:26:32,921 - mmaction - INFO - Epoch [4][1920/3757] lr: 1.000e-02, eta: 8 days, 4:24:12, time: 1.651, data_time: 0.014, memory: 5170, top1_acc: 0.3703, top5_acc: 0.6266, loss_cls: 2.8268, loss: 2.8268, grad_norm: 5.7389 2020-07-25 10:27:13,217 - mmaction - INFO - Epoch [4][1940/3757] lr: 1.000e-02, eta: 8 days, 4:24:06, time: 2.010, data_time: 0.014, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6148, loss_cls: 2.8593, loss: 2.8593, grad_norm: 5.9540 2020-07-25 10:27:47,700 - mmaction - INFO - Epoch [4][1960/3757] lr: 1.000e-02, eta: 8 days, 4:21:26, time: 1.730, data_time: 0.009, memory: 5170, top1_acc: 0.3570, top5_acc: 0.6070, loss_cls: 2.8555, loss: 2.8555, grad_norm: 5.8873 2020-07-25 10:28:21,564 - mmaction - INFO - Epoch [4][1980/3757] lr: 1.000e-02, eta: 8 days, 4:18:25, time: 1.692, data_time: 0.007, memory: 5170, top1_acc: 0.3531, top5_acc: 0.6148, loss_cls: 2.9289, loss: 2.9289, grad_norm: 5.8729 2020-07-25 10:28:57,913 - mmaction - INFO - Epoch [4][2000/3757] lr: 1.000e-02, eta: 8 days, 4:16:34, time: 1.819, data_time: 0.008, memory: 5170, top1_acc: 0.3664, top5_acc: 0.5922, loss_cls: 2.9549, loss: 2.9549, grad_norm: 5.8830 2020-07-25 10:29:33,409 - mmaction - INFO - Epoch [4][2020/3757] lr: 1.000e-02, eta: 8 days, 4:14:18, time: 1.771, data_time: 0.003, memory: 5170, top1_acc: 0.3578, top5_acc: 0.6055, loss_cls: 2.8974, loss: 2.8974, grad_norm: 5.7181 2020-07-25 10:30:09,052 - mmaction - INFO - Epoch [4][2040/3757] lr: 1.000e-02, eta: 8 days, 4:12:09, time: 1.783, data_time: 0.012, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.9414, loss: 2.9414, grad_norm: 5.9011 2020-07-25 10:30:41,644 - mmaction - INFO - Epoch [4][2060/3757] lr: 1.000e-02, eta: 8 days, 4:08:37, time: 1.631, data_time: 0.088, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6258, loss_cls: 2.8494, loss: 2.8494, grad_norm: 5.8369 2020-07-25 10:31:20,733 - mmaction - INFO - Epoch [4][2080/3757] lr: 1.000e-02, eta: 8 days, 4:07:58, time: 1.948, data_time: 0.114, memory: 5170, top1_acc: 0.3383, top5_acc: 0.6219, loss_cls: 2.9403, loss: 2.9403, grad_norm: 5.7869 2020-07-25 10:31:52,726 - mmaction - INFO - Epoch [4][2100/3757] lr: 1.000e-02, eta: 8 days, 4:04:12, time: 1.604, data_time: 0.011, memory: 5170, top1_acc: 0.3547, top5_acc: 0.6164, loss_cls: 2.8206, loss: 2.8206, grad_norm: 5.8328 2020-07-25 10:32:30,026 - mmaction - INFO - Epoch [4][2120/3757] lr: 1.000e-02, eta: 8 days, 4:02:47, time: 1.863, data_time: 0.070, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6281, loss_cls: 2.8698, loss: 2.8698, grad_norm: 5.7385 2020-07-25 10:33:04,753 - mmaction - INFO - Epoch [4][2140/3757] lr: 1.000e-02, eta: 8 days, 4:00:16, time: 1.742, data_time: 0.022, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6281, loss_cls: 2.8317, loss: 2.8317, grad_norm: 5.7339 2020-07-25 10:33:41,038 - mmaction - INFO - Epoch [4][2160/3757] lr: 1.000e-02, eta: 8 days, 3:58:25, time: 1.814, data_time: 0.095, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6438, loss_cls: 2.7738, loss: 2.7738, grad_norm: 5.6526 2020-07-25 10:34:16,871 - mmaction - INFO - Epoch [4][2180/3757] lr: 1.000e-02, eta: 8 days, 3:56:22, time: 1.792, data_time: 0.994, memory: 5170, top1_acc: 0.3820, top5_acc: 0.6266, loss_cls: 2.7997, loss: 2.7997, grad_norm: 5.7216 2020-07-25 10:34:53,669 - mmaction - INFO - Epoch [4][2200/3757] lr: 1.000e-02, eta: 8 days, 3:54:41, time: 1.831, data_time: 1.153, memory: 5170, top1_acc: 0.3523, top5_acc: 0.6289, loss_cls: 2.8320, loss: 2.8320, grad_norm: 5.7992 2020-07-25 10:35:29,124 - mmaction - INFO - Epoch [4][2220/3757] lr: 1.000e-02, eta: 8 days, 3:52:30, time: 1.775, data_time: 0.872, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6242, loss_cls: 2.8461, loss: 2.8461, grad_norm: 5.8354 2020-07-25 10:36:03,273 - mmaction - INFO - Epoch [4][2240/3757] lr: 1.000e-02, eta: 8 days, 3:49:46, time: 1.713, data_time: 0.778, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6305, loss_cls: 2.8161, loss: 2.8161, grad_norm: 5.7812 2020-07-25 10:36:38,578 - mmaction - INFO - Epoch [4][2260/3757] lr: 1.000e-02, eta: 8 days, 3:47:28, time: 1.761, data_time: 0.210, memory: 5170, top1_acc: 0.3508, top5_acc: 0.5992, loss_cls: 2.9316, loss: 2.9316, grad_norm: 6.0841 2020-07-25 10:37:15,432 - mmaction - INFO - Epoch [4][2280/3757] lr: 1.000e-02, eta: 8 days, 3:45:56, time: 1.848, data_time: 0.012, memory: 5170, top1_acc: 0.3586, top5_acc: 0.6352, loss_cls: 2.8443, loss: 2.8443, grad_norm: 5.8938 2020-07-25 10:37:49,897 - mmaction - INFO - Epoch [4][2300/3757] lr: 1.000e-02, eta: 8 days, 3:43:16, time: 1.720, data_time: 0.108, memory: 5170, top1_acc: 0.3555, top5_acc: 0.6188, loss_cls: 2.8787, loss: 2.8787, grad_norm: 5.7530 2020-07-25 10:38:25,690 - mmaction - INFO - Epoch [4][2320/3757] lr: 1.000e-02, eta: 8 days, 3:41:15, time: 1.792, data_time: 0.008, memory: 5170, top1_acc: 0.3398, top5_acc: 0.6039, loss_cls: 2.9080, loss: 2.9080, grad_norm: 5.7695 2020-07-25 10:39:01,317 - mmaction - INFO - Epoch [4][2340/3757] lr: 1.000e-02, eta: 8 days, 3:39:08, time: 1.779, data_time: 0.050, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.7946, loss: 2.7946, grad_norm: 5.7295 2020-07-25 10:39:34,017 - mmaction - INFO - Epoch [4][2360/3757] lr: 1.000e-02, eta: 8 days, 3:35:45, time: 1.637, data_time: 0.645, memory: 5170, top1_acc: 0.3633, top5_acc: 0.6156, loss_cls: 2.8741, loss: 2.8741, grad_norm: 5.8025 2020-07-25 10:40:11,006 - mmaction - INFO - Epoch [4][2380/3757] lr: 1.000e-02, eta: 8 days, 3:34:16, time: 1.849, data_time: 0.719, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6461, loss_cls: 2.7695, loss: 2.7695, grad_norm: 5.8267 2020-07-25 10:40:46,787 - mmaction - INFO - Epoch [4][2400/3757] lr: 1.000e-02, eta: 8 days, 3:32:15, time: 1.790, data_time: 0.004, memory: 5170, top1_acc: 0.3383, top5_acc: 0.6102, loss_cls: 2.9258, loss: 2.9258, grad_norm: 5.9923 2020-07-25 10:41:22,069 - mmaction - INFO - Epoch [4][2420/3757] lr: 1.000e-02, eta: 8 days, 3:30:01, time: 1.764, data_time: 0.097, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6117, loss_cls: 2.8541, loss: 2.8541, grad_norm: 5.8362 2020-07-25 10:41:59,336 - mmaction - INFO - Epoch [4][2440/3757] lr: 1.000e-02, eta: 8 days, 3:28:34, time: 1.853, data_time: 0.641, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6312, loss_cls: 2.8342, loss: 2.8342, grad_norm: 5.7505 2020-07-25 10:42:35,735 - mmaction - INFO - Epoch [4][2460/3757] lr: 1.000e-02, eta: 8 days, 3:26:51, time: 1.824, data_time: 1.081, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6375, loss_cls: 2.7871, loss: 2.7871, grad_norm: 5.7610 2020-07-25 10:43:09,071 - mmaction - INFO - Epoch [4][2480/3757] lr: 1.000e-02, eta: 8 days, 3:23:47, time: 1.667, data_time: 0.881, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6219, loss_cls: 2.8462, loss: 2.8462, grad_norm: 5.9016 2020-07-25 10:43:44,105 - mmaction - INFO - Epoch [4][2500/3757] lr: 1.000e-02, eta: 8 days, 3:21:30, time: 1.758, data_time: 0.281, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6102, loss_cls: 2.8676, loss: 2.8676, grad_norm: 5.8297 2020-07-25 10:44:18,434 - mmaction - INFO - Epoch [4][2520/3757] lr: 1.000e-02, eta: 8 days, 3:18:49, time: 1.710, data_time: 0.077, memory: 5170, top1_acc: 0.3719, top5_acc: 0.6055, loss_cls: 2.8767, loss: 2.8767, grad_norm: 5.8722 2020-07-25 10:44:53,938 - mmaction - INFO - Epoch [4][2540/3757] lr: 1.000e-02, eta: 8 days, 3:16:46, time: 1.782, data_time: 0.076, memory: 5170, top1_acc: 0.3836, top5_acc: 0.6289, loss_cls: 2.7859, loss: 2.7859, grad_norm: 5.7345 2020-07-25 10:45:32,075 - mmaction - INFO - Epoch [4][2560/3757] lr: 1.000e-02, eta: 8 days, 3:15:46, time: 1.902, data_time: 0.015, memory: 5170, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 2.8976, loss: 2.8976, grad_norm: 5.8367 2020-07-25 10:46:05,943 - mmaction - INFO - Epoch [4][2580/3757] lr: 1.000e-02, eta: 8 days, 3:12:58, time: 1.696, data_time: 0.009, memory: 5170, top1_acc: 0.3719, top5_acc: 0.6227, loss_cls: 2.8627, loss: 2.8627, grad_norm: 5.8047 2020-07-25 10:46:40,429 - mmaction - INFO - Epoch [4][2600/3757] lr: 1.000e-02, eta: 8 days, 3:10:23, time: 1.719, data_time: 0.191, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6398, loss_cls: 2.8290, loss: 2.8290, grad_norm: 5.8569 2020-07-25 10:47:15,493 - mmaction - INFO - Epoch [4][2620/3757] lr: 1.000e-02, eta: 8 days, 3:08:09, time: 1.759, data_time: 0.504, memory: 5170, top1_acc: 0.3570, top5_acc: 0.6047, loss_cls: 2.9202, loss: 2.9202, grad_norm: 5.7876 2020-07-25 10:47:50,978 - mmaction - INFO - Epoch [4][2640/3757] lr: 1.000e-02, eta: 8 days, 3:06:01, time: 1.770, data_time: 0.718, memory: 5170, top1_acc: 0.3664, top5_acc: 0.6375, loss_cls: 2.8104, loss: 2.8104, grad_norm: 5.7646 2020-07-25 10:48:24,741 - mmaction - INFO - Epoch [4][2660/3757] lr: 1.000e-02, eta: 8 days, 3:03:12, time: 1.691, data_time: 0.052, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6273, loss_cls: 2.8266, loss: 2.8266, grad_norm: 5.7428 2020-07-25 10:49:00,516 - mmaction - INFO - Epoch [4][2680/3757] lr: 1.000e-02, eta: 8 days, 3:01:16, time: 1.791, data_time: 0.010, memory: 5170, top1_acc: 0.3820, top5_acc: 0.6281, loss_cls: 2.8347, loss: 2.8347, grad_norm: 5.6105 2020-07-25 10:49:35,467 - mmaction - INFO - Epoch [4][2700/3757] lr: 1.000e-02, eta: 8 days, 2:58:57, time: 1.748, data_time: 0.002, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6281, loss_cls: 2.8165, loss: 2.8165, grad_norm: 5.8424 2020-07-25 10:50:13,610 - mmaction - INFO - Epoch [4][2720/3757] lr: 1.000e-02, eta: 8 days, 2:57:58, time: 1.902, data_time: 0.008, memory: 5170, top1_acc: 0.3469, top5_acc: 0.6242, loss_cls: 2.8885, loss: 2.8885, grad_norm: 5.7358 2020-07-25 10:50:47,727 - mmaction - INFO - Epoch [4][2740/3757] lr: 1.000e-02, eta: 8 days, 2:55:19, time: 1.708, data_time: 0.009, memory: 5170, top1_acc: 0.3789, top5_acc: 0.6289, loss_cls: 2.7873, loss: 2.7873, grad_norm: 5.5315 2020-07-25 10:51:23,362 - mmaction - INFO - Epoch [4][2760/3757] lr: 1.000e-02, eta: 8 days, 2:53:15, time: 1.774, data_time: 0.011, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6664, loss_cls: 2.7014, loss: 2.7014, grad_norm: 5.7709 2020-07-25 10:51:58,078 - mmaction - INFO - Epoch [4][2780/3757] lr: 1.000e-02, eta: 8 days, 2:50:54, time: 1.742, data_time: 0.013, memory: 5170, top1_acc: 0.3742, top5_acc: 0.6273, loss_cls: 2.8184, loss: 2.8184, grad_norm: 5.7624 2020-07-25 10:52:31,830 - mmaction - INFO - Epoch [4][2800/3757] lr: 1.000e-02, eta: 8 days, 2:48:08, time: 1.693, data_time: 0.008, memory: 5170, top1_acc: 0.3766, top5_acc: 0.5977, loss_cls: 2.8934, loss: 2.8934, grad_norm: 5.7436 2020-07-25 10:53:04,656 - mmaction - INFO - Epoch [4][2820/3757] lr: 1.000e-02, eta: 8 days, 2:44:56, time: 1.641, data_time: 0.008, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6328, loss_cls: 2.7819, loss: 2.7819, grad_norm: 5.5274 2020-07-25 10:53:43,851 - mmaction - INFO - Epoch [4][2840/3757] lr: 1.000e-02, eta: 8 days, 2:44:27, time: 1.958, data_time: 0.679, memory: 5170, top1_acc: 0.3609, top5_acc: 0.6352, loss_cls: 2.7804, loss: 2.7804, grad_norm: 5.7526 2020-07-25 10:54:18,139 - mmaction - INFO - Epoch [4][2860/3757] lr: 1.000e-02, eta: 8 days, 2:41:54, time: 1.715, data_time: 1.137, memory: 5170, top1_acc: 0.3609, top5_acc: 0.6273, loss_cls: 2.8393, loss: 2.8393, grad_norm: 5.8974 2020-07-25 10:54:53,516 - mmaction - INFO - Epoch [4][2880/3757] lr: 1.000e-02, eta: 8 days, 2:39:44, time: 1.762, data_time: 1.181, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6312, loss_cls: 2.8565, loss: 2.8565, grad_norm: 5.7866 2020-07-25 10:55:25,485 - mmaction - INFO - Epoch [4][2900/3757] lr: 1.000e-02, eta: 8 days, 2:36:16, time: 1.606, data_time: 0.956, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6211, loss_cls: 2.8229, loss: 2.8229, grad_norm: 5.7006 2020-07-25 10:56:00,076 - mmaction - INFO - Epoch [4][2920/3757] lr: 1.000e-02, eta: 8 days, 2:33:52, time: 1.731, data_time: 0.027, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6250, loss_cls: 2.8795, loss: 2.8795, grad_norm: 5.8993 2020-07-25 10:56:37,691 - mmaction - INFO - Epoch [4][2940/3757] lr: 1.000e-02, eta: 8 days, 2:32:43, time: 1.878, data_time: 0.003, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6406, loss_cls: 2.8011, loss: 2.8011, grad_norm: 5.7821 2020-07-25 10:57:10,700 - mmaction - INFO - Epoch [4][2960/3757] lr: 1.000e-02, eta: 8 days, 2:29:37, time: 1.647, data_time: 0.015, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6125, loss_cls: 2.8475, loss: 2.8475, grad_norm: 5.8681 2020-07-25 10:57:43,564 - mmaction - INFO - Epoch [4][2980/3757] lr: 1.000e-02, eta: 8 days, 2:26:31, time: 1.648, data_time: 0.167, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6344, loss_cls: 2.8839, loss: 2.8839, grad_norm: 5.8001 2020-07-25 10:58:20,854 - mmaction - INFO - Epoch [4][3000/3757] lr: 1.000e-02, eta: 8 days, 2:25:13, time: 1.859, data_time: 0.623, memory: 5170, top1_acc: 0.3609, top5_acc: 0.6445, loss_cls: 2.7830, loss: 2.7830, grad_norm: 5.6030 2020-07-25 10:58:57,803 - mmaction - INFO - Epoch [4][3020/3757] lr: 1.000e-02, eta: 8 days, 2:23:52, time: 1.853, data_time: 0.572, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6172, loss_cls: 2.8490, loss: 2.8490, grad_norm: 5.6768 2020-07-25 10:59:33,077 - mmaction - INFO - Epoch [4][3040/3757] lr: 1.000e-02, eta: 8 days, 2:21:45, time: 1.761, data_time: 0.715, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6547, loss_cls: 2.7201, loss: 2.7201, grad_norm: 5.8942 2020-07-25 11:00:14,274 - mmaction - INFO - Epoch [4][3060/3757] lr: 1.000e-02, eta: 8 days, 2:22:07, time: 2.056, data_time: 0.160, memory: 5170, top1_acc: 0.3508, top5_acc: 0.6086, loss_cls: 2.9179, loss: 2.9179, grad_norm: 5.9696 2020-07-25 11:00:44,798 - mmaction - INFO - Epoch [4][3080/3757] lr: 1.000e-02, eta: 8 days, 2:18:06, time: 1.535, data_time: 0.124, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6336, loss_cls: 2.8231, loss: 2.8231, grad_norm: 5.8598 2020-07-25 11:01:18,148 - mmaction - INFO - Epoch [4][3100/3757] lr: 1.000e-02, eta: 8 days, 2:15:07, time: 1.658, data_time: 0.011, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6266, loss_cls: 2.8314, loss: 2.8314, grad_norm: 5.8283 2020-07-25 11:01:55,232 - mmaction - INFO - Epoch [4][3120/3757] lr: 1.000e-02, eta: 8 days, 2:13:51, time: 1.861, data_time: 0.016, memory: 5170, top1_acc: 0.3656, top5_acc: 0.6312, loss_cls: 2.8547, loss: 2.8547, grad_norm: 5.8394 2020-07-25 11:02:30,216 - mmaction - INFO - Epoch [4][3140/3757] lr: 1.000e-02, eta: 8 days, 2:11:39, time: 1.748, data_time: 0.004, memory: 5170, top1_acc: 0.3594, top5_acc: 0.6023, loss_cls: 2.9236, loss: 2.9236, grad_norm: 5.6081 2020-07-25 11:03:05,530 - mmaction - INFO - Epoch [4][3160/3757] lr: 1.000e-02, eta: 8 days, 2:09:36, time: 1.766, data_time: 0.007, memory: 5170, top1_acc: 0.3648, top5_acc: 0.6234, loss_cls: 2.9006, loss: 2.9006, grad_norm: 5.8711 2020-07-25 11:03:41,740 - mmaction - INFO - Epoch [4][3180/3757] lr: 1.000e-02, eta: 8 days, 2:07:56, time: 1.813, data_time: 0.005, memory: 5170, top1_acc: 0.3727, top5_acc: 0.6359, loss_cls: 2.7850, loss: 2.7850, grad_norm: 5.7388 2020-07-25 11:04:15,477 - mmaction - INFO - Epoch [4][3200/3757] lr: 1.000e-02, eta: 8 days, 2:05:13, time: 1.687, data_time: 0.060, memory: 5170, top1_acc: 0.3516, top5_acc: 0.6539, loss_cls: 2.8071, loss: 2.8071, grad_norm: 5.7441 2020-07-25 11:04:51,620 - mmaction - INFO - Epoch [4][3220/3757] lr: 1.000e-02, eta: 8 days, 2:03:31, time: 1.807, data_time: 0.492, memory: 5170, top1_acc: 0.3703, top5_acc: 0.6359, loss_cls: 2.8609, loss: 2.8609, grad_norm: 5.7794 2020-07-25 11:05:27,672 - mmaction - INFO - Epoch [4][3240/3757] lr: 1.000e-02, eta: 8 days, 2:01:45, time: 1.799, data_time: 0.017, memory: 5170, top1_acc: 0.3727, top5_acc: 0.6258, loss_cls: 2.7911, loss: 2.7911, grad_norm: 5.8655 2020-07-25 11:06:01,173 - mmaction - INFO - Epoch [4][3260/3757] lr: 1.000e-02, eta: 8 days, 1:58:59, time: 1.678, data_time: 0.136, memory: 5170, top1_acc: 0.3430, top5_acc: 0.6023, loss_cls: 2.9315, loss: 2.9315, grad_norm: 5.8417 2020-07-25 11:06:35,520 - mmaction - INFO - Epoch [4][3280/3757] lr: 1.000e-02, eta: 8 days, 1:56:30, time: 1.711, data_time: 0.034, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6484, loss_cls: 2.7483, loss: 2.7483, grad_norm: 5.6439 2020-07-25 11:07:12,196 - mmaction - INFO - Epoch [4][3300/3757] lr: 1.000e-02, eta: 8 days, 1:55:05, time: 1.839, data_time: 0.187, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6273, loss_cls: 2.7965, loss: 2.7965, grad_norm: 5.6804 2020-07-25 11:07:49,506 - mmaction - INFO - Epoch [4][3320/3757] lr: 1.000e-02, eta: 8 days, 1:53:54, time: 1.867, data_time: 0.081, memory: 5170, top1_acc: 0.3859, top5_acc: 0.6180, loss_cls: 2.8421, loss: 2.8421, grad_norm: 5.7424 2020-07-25 11:08:21,686 - mmaction - INFO - Epoch [4][3340/3757] lr: 1.000e-02, eta: 8 days, 1:50:33, time: 1.605, data_time: 0.003, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6305, loss_cls: 2.8032, loss: 2.8032, grad_norm: 5.8353 2020-07-25 11:08:57,107 - mmaction - INFO - Epoch [4][3360/3757] lr: 1.000e-02, eta: 8 days, 1:48:33, time: 1.769, data_time: 0.176, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6039, loss_cls: 2.9126, loss: 2.9126, grad_norm: 5.6877 2020-07-25 11:09:35,374 - mmaction - INFO - Epoch [4][3380/3757] lr: 1.000e-02, eta: 8 days, 1:47:49, time: 1.920, data_time: 0.011, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6203, loss_cls: 2.8350, loss: 2.8350, grad_norm: 5.8251 2020-07-25 11:10:10,681 - mmaction - INFO - Epoch [4][3400/3757] lr: 1.000e-02, eta: 8 days, 1:45:47, time: 1.764, data_time: 0.008, memory: 5170, top1_acc: 0.3586, top5_acc: 0.6297, loss_cls: 2.8729, loss: 2.8729, grad_norm: 5.7631 2020-07-25 11:10:46,484 - mmaction - INFO - Epoch [4][3420/3757] lr: 1.000e-02, eta: 8 days, 1:43:55, time: 1.782, data_time: 0.004, memory: 5170, top1_acc: 0.3758, top5_acc: 0.6359, loss_cls: 2.7756, loss: 2.7756, grad_norm: 5.5736 2020-07-25 11:11:20,060 - mmaction - INFO - Epoch [4][3440/3757] lr: 1.000e-02, eta: 8 days, 1:41:16, time: 1.688, data_time: 0.012, memory: 5170, top1_acc: 0.3648, top5_acc: 0.6297, loss_cls: 2.8863, loss: 2.8863, grad_norm: 5.7134 2020-07-25 11:11:53,453 - mmaction - INFO - Epoch [4][3460/3757] lr: 1.000e-02, eta: 8 days, 1:38:29, time: 1.669, data_time: 0.004, memory: 5170, top1_acc: 0.3461, top5_acc: 0.6359, loss_cls: 2.8268, loss: 2.8268, grad_norm: 5.7003 2020-07-25 11:12:27,973 - mmaction - INFO - Epoch [4][3480/3757] lr: 1.000e-02, eta: 8 days, 1:36:09, time: 1.725, data_time: 0.008, memory: 5170, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 2.9628, loss: 2.9628, grad_norm: 5.8292 2020-07-25 11:13:03,181 - mmaction - INFO - Epoch [4][3500/3757] lr: 1.000e-02, eta: 8 days, 1:34:05, time: 1.755, data_time: 0.006, memory: 5170, top1_acc: 0.3727, top5_acc: 0.6328, loss_cls: 2.7655, loss: 2.7655, grad_norm: 5.6333 2020-07-25 11:13:39,452 - mmaction - INFO - Epoch [4][3520/3757] lr: 1.000e-02, eta: 8 days, 1:32:31, time: 1.817, data_time: 0.204, memory: 5170, top1_acc: 0.3656, top5_acc: 0.6328, loss_cls: 2.7971, loss: 2.7971, grad_norm: 5.7095 2020-07-25 11:14:15,105 - mmaction - INFO - Epoch [4][3540/3757] lr: 1.000e-02, eta: 8 days, 1:30:38, time: 1.779, data_time: 0.022, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6359, loss_cls: 2.7800, loss: 2.7800, grad_norm: 5.7098 2020-07-25 11:14:50,405 - mmaction - INFO - Epoch [4][3560/3757] lr: 1.000e-02, eta: 8 days, 1:28:43, time: 1.773, data_time: 0.010, memory: 5170, top1_acc: 0.3766, top5_acc: 0.6375, loss_cls: 2.8002, loss: 2.8002, grad_norm: 5.7434 2020-07-25 11:15:24,067 - mmaction - INFO - Epoch [4][3580/3757] lr: 1.000e-02, eta: 8 days, 1:26:01, time: 1.676, data_time: 0.008, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6172, loss_cls: 2.8725, loss: 2.8725, grad_norm: 5.8996 2020-07-25 11:15:58,210 - mmaction - INFO - Epoch [4][3600/3757] lr: 1.000e-02, eta: 8 days, 1:23:37, time: 1.714, data_time: 0.010, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6383, loss_cls: 2.7726, loss: 2.7726, grad_norm: 5.8388 2020-07-25 11:16:37,408 - mmaction - INFO - Epoch [4][3620/3757] lr: 1.000e-02, eta: 8 days, 1:23:11, time: 1.953, data_time: 0.014, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.8026, loss: 2.8026, grad_norm: 5.8162 2020-07-25 11:17:12,232 - mmaction - INFO - Epoch [4][3640/3757] lr: 1.000e-02, eta: 8 days, 1:21:04, time: 1.747, data_time: 0.009, memory: 5170, top1_acc: 0.3766, top5_acc: 0.6344, loss_cls: 2.7742, loss: 2.7742, grad_norm: 5.5578 2020-07-25 11:17:45,282 - mmaction - INFO - Epoch [4][3660/3757] lr: 1.000e-02, eta: 8 days, 1:18:10, time: 1.650, data_time: 0.026, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.8116, loss: 2.8116, grad_norm: 5.6939 2020-07-25 11:18:21,323 - mmaction - INFO - Epoch [4][3680/3757] lr: 1.000e-02, eta: 8 days, 1:16:31, time: 1.805, data_time: 0.118, memory: 5170, top1_acc: 0.3609, top5_acc: 0.6281, loss_cls: 2.7726, loss: 2.7726, grad_norm: 5.8725 2020-07-25 11:18:56,571 - mmaction - INFO - Epoch [4][3700/3757] lr: 1.000e-02, eta: 8 days, 1:14:29, time: 1.754, data_time: 0.143, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6570, loss_cls: 2.7374, loss: 2.7374, grad_norm: 5.5792 2020-07-25 11:19:31,551 - mmaction - INFO - Epoch [4][3720/3757] lr: 1.000e-02, eta: 8 days, 1:12:28, time: 1.757, data_time: 0.442, memory: 5170, top1_acc: 0.3766, top5_acc: 0.6367, loss_cls: 2.7626, loss: 2.7626, grad_norm: 5.7669 2020-07-25 11:20:08,856 - mmaction - INFO - Epoch [4][3740/3757] lr: 1.000e-02, eta: 8 days, 1:11:18, time: 1.864, data_time: 0.330, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6227, loss_cls: 2.8503, loss: 2.8503, grad_norm: 5.9840 2020-07-25 11:20:32,004 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-07-25 11:21:24,952 - mmaction - INFO - Epoch [5][20/3757] lr: 1.000e-02, eta: 8 days, 1:02:07, time: 2.566, data_time: 0.731, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6555, loss_cls: 2.6980, loss: 2.6980, grad_norm: 5.5407 2020-07-25 11:21:57,134 - mmaction - INFO - Epoch [5][40/3757] lr: 1.000e-02, eta: 8 days, 0:59:00, time: 1.617, data_time: 0.353, memory: 5170, top1_acc: 0.3820, top5_acc: 0.6375, loss_cls: 2.7495, loss: 2.7495, grad_norm: 5.7768 2020-07-25 11:22:33,263 - mmaction - INFO - Epoch [5][60/3757] lr: 1.000e-02, eta: 8 days, 0:57:20, time: 1.797, data_time: 0.186, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6336, loss_cls: 2.7665, loss: 2.7665, grad_norm: 5.8477 2020-07-25 11:23:10,049 - mmaction - INFO - Epoch [5][80/3757] lr: 1.000e-02, eta: 8 days, 0:56:04, time: 1.849, data_time: 0.134, memory: 5170, top1_acc: 0.3766, top5_acc: 0.6445, loss_cls: 2.7750, loss: 2.7750, grad_norm: 5.8285 2020-07-25 11:23:46,961 - mmaction - INFO - Epoch [5][100/3757] lr: 1.000e-02, eta: 8 days, 0:54:47, time: 1.845, data_time: 0.439, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6375, loss_cls: 2.7847, loss: 2.7847, grad_norm: 5.8397 2020-07-25 11:24:19,613 - mmaction - INFO - Epoch [5][120/3757] lr: 1.000e-02, eta: 8 days, 0:51:47, time: 1.628, data_time: 0.146, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6562, loss_cls: 2.7381, loss: 2.7381, grad_norm: 5.7911 2020-07-25 11:24:56,271 - mmaction - INFO - Epoch [5][140/3757] lr: 1.000e-02, eta: 8 days, 0:50:26, time: 1.837, data_time: 0.297, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6227, loss_cls: 2.8156, loss: 2.8156, grad_norm: 5.8493 2020-07-25 11:25:34,510 - mmaction - INFO - Epoch [5][160/3757] lr: 1.000e-02, eta: 8 days, 0:49:41, time: 1.911, data_time: 0.966, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6633, loss_cls: 2.6737, loss: 2.6737, grad_norm: 5.6740 2020-07-25 11:26:10,505 - mmaction - INFO - Epoch [5][180/3757] lr: 1.000e-02, eta: 8 days, 0:48:02, time: 1.798, data_time: 0.431, memory: 5170, top1_acc: 0.3727, top5_acc: 0.6359, loss_cls: 2.7755, loss: 2.7755, grad_norm: 5.9344 2020-07-25 11:26:46,840 - mmaction - INFO - Epoch [5][200/3757] lr: 1.000e-02, eta: 8 days, 0:46:33, time: 1.818, data_time: 0.004, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6320, loss_cls: 2.8321, loss: 2.8321, grad_norm: 5.7693 2020-07-25 11:27:19,840 - mmaction - INFO - Epoch [5][220/3757] lr: 1.000e-02, eta: 8 days, 0:43:44, time: 1.649, data_time: 0.008, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6258, loss_cls: 2.8594, loss: 2.8594, grad_norm: 5.7778 2020-07-25 11:27:52,118 - mmaction - INFO - Epoch [5][240/3757] lr: 1.000e-02, eta: 8 days, 0:40:39, time: 1.616, data_time: 0.004, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6406, loss_cls: 2.8310, loss: 2.8310, grad_norm: 5.6913 2020-07-25 11:28:27,298 - mmaction - INFO - Epoch [5][260/3757] lr: 1.000e-02, eta: 8 days, 0:38:39, time: 1.751, data_time: 0.008, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6141, loss_cls: 2.8249, loss: 2.8249, grad_norm: 5.7170 2020-07-25 11:29:06,611 - mmaction - INFO - Epoch [5][280/3757] lr: 1.000e-02, eta: 8 days, 0:38:22, time: 1.970, data_time: 0.012, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6297, loss_cls: 2.7941, loss: 2.7941, grad_norm: 5.6763 2020-07-25 11:29:38,740 - mmaction - INFO - Epoch [5][300/3757] lr: 1.000e-02, eta: 8 days, 0:35:16, time: 1.610, data_time: 0.006, memory: 5170, top1_acc: 0.3742, top5_acc: 0.6445, loss_cls: 2.7497, loss: 2.7497, grad_norm: 5.7576 2020-07-25 11:30:12,997 - mmaction - INFO - Epoch [5][320/3757] lr: 1.000e-02, eta: 8 days, 0:32:56, time: 1.709, data_time: 0.042, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6445, loss_cls: 2.7146, loss: 2.7146, grad_norm: 5.7339 2020-07-25 11:30:46,952 - mmaction - INFO - Epoch [5][340/3757] lr: 1.000e-02, eta: 8 days, 0:30:34, time: 1.702, data_time: 0.384, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6453, loss_cls: 2.7577, loss: 2.7577, grad_norm: 5.7411 2020-07-25 11:31:25,645 - mmaction - INFO - Epoch [5][360/3757] lr: 1.000e-02, eta: 8 days, 0:29:58, time: 1.928, data_time: 0.415, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6391, loss_cls: 2.7610, loss: 2.7610, grad_norm: 5.7697 2020-07-25 11:32:00,857 - mmaction - INFO - Epoch [5][380/3757] lr: 1.000e-02, eta: 8 days, 0:28:04, time: 1.763, data_time: 0.237, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6594, loss_cls: 2.7124, loss: 2.7124, grad_norm: 5.6034 2020-07-25 11:32:35,224 - mmaction - INFO - Epoch [5][400/3757] lr: 1.000e-02, eta: 8 days, 0:25:49, time: 1.716, data_time: 0.376, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6336, loss_cls: 2.7451, loss: 2.7451, grad_norm: 5.7151 2020-07-25 11:33:10,208 - mmaction - INFO - Epoch [5][420/3757] lr: 1.000e-02, eta: 8 days, 0:23:52, time: 1.755, data_time: 0.228, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6227, loss_cls: 2.7814, loss: 2.7814, grad_norm: 5.7849 2020-07-25 11:33:45,138 - mmaction - INFO - Epoch [5][440/3757] lr: 1.000e-02, eta: 8 days, 0:21:51, time: 1.745, data_time: 0.282, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6555, loss_cls: 2.6595, loss: 2.6595, grad_norm: 5.7759 2020-07-25 11:34:22,702 - mmaction - INFO - Epoch [5][460/3757] lr: 1.000e-02, eta: 8 days, 0:20:52, time: 1.877, data_time: 0.067, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6164, loss_cls: 2.8611, loss: 2.8611, grad_norm: 5.8842 2020-07-25 11:34:57,840 - mmaction - INFO - Epoch [5][480/3757] lr: 1.000e-02, eta: 8 days, 0:18:57, time: 1.758, data_time: 0.095, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6508, loss_cls: 2.7057, loss: 2.7057, grad_norm: 5.7507 2020-07-25 11:35:31,244 - mmaction - INFO - Epoch [5][500/3757] lr: 1.000e-02, eta: 8 days, 0:16:22, time: 1.671, data_time: 0.035, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.7884, loss: 2.7884, grad_norm: 5.8330 2020-07-25 11:36:08,597 - mmaction - INFO - Epoch [5][520/3757] lr: 1.000e-02, eta: 8 days, 0:15:18, time: 1.868, data_time: 0.003, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6250, loss_cls: 2.8050, loss: 2.8050, grad_norm: 5.8583 2020-07-25 11:36:43,911 - mmaction - INFO - Epoch [5][540/3757] lr: 1.000e-02, eta: 8 days, 0:13:24, time: 1.757, data_time: 0.008, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6164, loss_cls: 2.8273, loss: 2.8273, grad_norm: 5.9048 2020-07-25 11:37:16,343 - mmaction - INFO - Epoch [5][560/3757] lr: 1.000e-02, eta: 8 days, 0:10:31, time: 1.630, data_time: 0.011, memory: 5170, top1_acc: 0.3836, top5_acc: 0.6281, loss_cls: 2.8039, loss: 2.8039, grad_norm: 5.7488 2020-07-25 11:37:54,866 - mmaction - INFO - Epoch [5][580/3757] lr: 1.000e-02, eta: 8 days, 0:09:53, time: 1.923, data_time: 0.008, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6578, loss_cls: 2.7683, loss: 2.7683, grad_norm: 5.8310 2020-07-25 11:38:27,173 - mmaction - INFO - Epoch [5][600/3757] lr: 1.000e-02, eta: 8 days, 0:06:55, time: 1.619, data_time: 0.097, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6641, loss_cls: 2.6412, loss: 2.6412, grad_norm: 5.6729 2020-07-25 11:39:03,751 - mmaction - INFO - Epoch [5][620/3757] lr: 1.000e-02, eta: 8 days, 0:05:35, time: 1.830, data_time: 0.004, memory: 5170, top1_acc: 0.3727, top5_acc: 0.6438, loss_cls: 2.7421, loss: 2.7421, grad_norm: 5.7383 2020-07-25 11:39:36,077 - mmaction - INFO - Epoch [5][640/3757] lr: 1.000e-02, eta: 8 days, 0:02:33, time: 1.608, data_time: 0.040, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6477, loss_cls: 2.7837, loss: 2.7837, grad_norm: 5.7276 2020-07-25 11:40:14,115 - mmaction - INFO - Epoch [5][660/3757] lr: 1.000e-02, eta: 8 days, 0:01:48, time: 1.907, data_time: 0.812, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.7587, loss: 2.7587, grad_norm: 5.7679 2020-07-25 11:40:50,049 - mmaction - INFO - Epoch [5][680/3757] lr: 1.000e-02, eta: 8 days, 0:00:15, time: 1.800, data_time: 0.156, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6641, loss_cls: 2.6482, loss: 2.6482, grad_norm: 5.8544 2020-07-25 11:41:22,579 - mmaction - INFO - Epoch [5][700/3757] lr: 1.000e-02, eta: 7 days, 23:57:19, time: 1.620, data_time: 0.008, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6383, loss_cls: 2.7632, loss: 2.7632, grad_norm: 5.7616 2020-07-25 11:42:00,585 - mmaction - INFO - Epoch [5][720/3757] lr: 1.000e-02, eta: 7 days, 23:56:31, time: 1.899, data_time: 0.080, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6547, loss_cls: 2.7049, loss: 2.7049, grad_norm: 5.6916 2020-07-25 11:42:32,252 - mmaction - INFO - Epoch [5][740/3757] lr: 1.000e-02, eta: 7 days, 23:53:19, time: 1.584, data_time: 0.011, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6367, loss_cls: 2.7250, loss: 2.7250, grad_norm: 5.7795 2020-07-25 11:43:08,289 - mmaction - INFO - Epoch [5][760/3757] lr: 1.000e-02, eta: 7 days, 23:51:50, time: 1.808, data_time: 0.080, memory: 5170, top1_acc: 0.3719, top5_acc: 0.6461, loss_cls: 2.7950, loss: 2.7950, grad_norm: 5.8169 2020-07-25 11:43:41,239 - mmaction - INFO - Epoch [5][780/3757] lr: 1.000e-02, eta: 7 days, 23:49:08, time: 1.649, data_time: 0.049, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6555, loss_cls: 2.6671, loss: 2.6671, grad_norm: 5.6653 2020-07-25 11:44:16,132 - mmaction - INFO - Epoch [5][800/3757] lr: 1.000e-02, eta: 7 days, 23:47:11, time: 1.744, data_time: 0.789, memory: 5170, top1_acc: 0.3648, top5_acc: 0.6242, loss_cls: 2.8309, loss: 2.8309, grad_norm: 5.8799 2020-07-25 11:44:51,923 - mmaction - INFO - Epoch [5][820/3757] lr: 1.000e-02, eta: 7 days, 23:45:34, time: 1.790, data_time: 0.895, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6539, loss_cls: 2.6802, loss: 2.6802, grad_norm: 5.5371 2020-07-25 11:45:26,397 - mmaction - INFO - Epoch [5][840/3757] lr: 1.000e-02, eta: 7 days, 23:43:26, time: 1.721, data_time: 0.965, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6570, loss_cls: 2.6667, loss: 2.6667, grad_norm: 5.5427 2020-07-25 11:46:00,113 - mmaction - INFO - Epoch [5][860/3757] lr: 1.000e-02, eta: 7 days, 23:41:03, time: 1.688, data_time: 0.770, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6375, loss_cls: 2.7273, loss: 2.7273, grad_norm: 5.8440 2020-07-25 11:46:36,425 - mmaction - INFO - Epoch [5][880/3757] lr: 1.000e-02, eta: 7 days, 23:39:35, time: 1.809, data_time: 1.081, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6289, loss_cls: 2.8288, loss: 2.8288, grad_norm: 5.8133 2020-07-25 11:47:11,932 - mmaction - INFO - Epoch [5][900/3757] lr: 1.000e-02, eta: 7 days, 23:37:57, time: 1.784, data_time: 0.744, memory: 5170, top1_acc: 0.3758, top5_acc: 0.6398, loss_cls: 2.7836, loss: 2.7836, grad_norm: 5.8918 2020-07-25 11:47:48,027 - mmaction - INFO - Epoch [5][920/3757] lr: 1.000e-02, eta: 7 days, 23:36:26, time: 1.802, data_time: 0.812, memory: 5170, top1_acc: 0.3820, top5_acc: 0.6492, loss_cls: 2.8089, loss: 2.8089, grad_norm: 5.7801 2020-07-25 11:48:23,365 - mmaction - INFO - Epoch [5][940/3757] lr: 1.000e-02, eta: 7 days, 23:34:40, time: 1.768, data_time: 0.207, memory: 5170, top1_acc: 0.3766, top5_acc: 0.6539, loss_cls: 2.7443, loss: 2.7443, grad_norm: 5.6331 2020-07-25 11:48:57,787 - mmaction - INFO - Epoch [5][960/3757] lr: 1.000e-02, eta: 7 days, 23:32:33, time: 1.721, data_time: 0.010, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6461, loss_cls: 2.6878, loss: 2.6878, grad_norm: 5.7285 2020-07-25 11:49:33,565 - mmaction - INFO - Epoch [5][980/3757] lr: 1.000e-02, eta: 7 days, 23:30:55, time: 1.784, data_time: 0.010, memory: 5170, top1_acc: 0.3758, top5_acc: 0.6375, loss_cls: 2.7648, loss: 2.7648, grad_norm: 5.8756 2020-07-25 11:50:07,277 - mmaction - INFO - Epoch [5][1000/3757] lr: 1.000e-02, eta: 7 days, 23:28:36, time: 1.692, data_time: 0.060, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6430, loss_cls: 2.7472, loss: 2.7472, grad_norm: 5.7143 2020-07-25 11:50:43,946 - mmaction - INFO - Epoch [5][1020/3757] lr: 1.000e-02, eta: 7 days, 23:27:20, time: 1.833, data_time: 0.118, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6250, loss_cls: 2.8464, loss: 2.8464, grad_norm: 5.9154 2020-07-25 11:51:22,223 - mmaction - INFO - Epoch [5][1040/3757] lr: 1.000e-02, eta: 7 days, 23:26:38, time: 1.907, data_time: 0.008, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6281, loss_cls: 2.7794, loss: 2.7794, grad_norm: 5.6842 2020-07-25 11:51:55,268 - mmaction - INFO - Epoch [5][1060/3757] lr: 1.000e-02, eta: 7 days, 23:24:03, time: 1.656, data_time: 0.010, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6469, loss_cls: 2.7053, loss: 2.7053, grad_norm: 5.6786 2020-07-25 11:52:32,893 - mmaction - INFO - Epoch [5][1080/3757] lr: 1.000e-02, eta: 7 days, 23:23:09, time: 1.881, data_time: 0.012, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6547, loss_cls: 2.7090, loss: 2.7090, grad_norm: 5.8518 2020-07-25 11:53:05,151 - mmaction - INFO - Epoch [5][1100/3757] lr: 1.000e-02, eta: 7 days, 23:20:17, time: 1.616, data_time: 0.276, memory: 5170, top1_acc: 0.3859, top5_acc: 0.6242, loss_cls: 2.8434, loss: 2.8434, grad_norm: 5.9528 2020-07-25 11:53:41,342 - mmaction - INFO - Epoch [5][1120/3757] lr: 1.000e-02, eta: 7 days, 23:18:52, time: 1.810, data_time: 0.412, memory: 5170, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8511, loss: 2.8511, grad_norm: 5.8166 2020-07-25 11:54:17,256 - mmaction - INFO - Epoch [5][1140/3757] lr: 1.000e-02, eta: 7 days, 23:17:19, time: 1.793, data_time: 0.076, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6523, loss_cls: 2.7192, loss: 2.7192, grad_norm: 5.6254 2020-07-25 11:54:51,327 - mmaction - INFO - Epoch [5][1160/3757] lr: 1.000e-02, eta: 7 days, 23:15:08, time: 1.707, data_time: 0.010, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6539, loss_cls: 2.6948, loss: 2.6948, grad_norm: 5.6159 2020-07-25 11:55:25,826 - mmaction - INFO - Epoch [5][1180/3757] lr: 1.000e-02, eta: 7 days, 23:13:03, time: 1.720, data_time: 0.007, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6445, loss_cls: 2.7140, loss: 2.7140, grad_norm: 5.6087 2020-07-25 11:56:04,075 - mmaction - INFO - Epoch [5][1200/3757] lr: 1.000e-02, eta: 7 days, 23:12:25, time: 1.915, data_time: 0.009, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6883, loss_cls: 2.5949, loss: 2.5949, grad_norm: 5.6878 2020-07-25 11:56:39,189 - mmaction - INFO - Epoch [5][1220/3757] lr: 1.000e-02, eta: 7 days, 23:10:36, time: 1.755, data_time: 0.009, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6500, loss_cls: 2.7687, loss: 2.7687, grad_norm: 5.8220 2020-07-25 11:57:13,515 - mmaction - INFO - Epoch [5][1240/3757] lr: 1.000e-02, eta: 7 days, 23:08:31, time: 1.719, data_time: 0.005, memory: 5170, top1_acc: 0.3859, top5_acc: 0.6375, loss_cls: 2.8249, loss: 2.8249, grad_norm: 5.9385 2020-07-25 11:57:48,465 - mmaction - INFO - Epoch [5][1260/3757] lr: 1.000e-02, eta: 7 days, 23:06:37, time: 1.743, data_time: 0.007, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6531, loss_cls: 2.6503, loss: 2.6503, grad_norm: 5.7385 2020-07-25 11:58:22,235 - mmaction - INFO - Epoch [5][1280/3757] lr: 1.000e-02, eta: 7 days, 23:04:19, time: 1.687, data_time: 0.009, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6578, loss_cls: 2.6877, loss: 2.6877, grad_norm: 5.7349 2020-07-25 11:58:57,006 - mmaction - INFO - Epoch [5][1300/3757] lr: 1.000e-02, eta: 7 days, 23:02:25, time: 1.743, data_time: 0.010, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6258, loss_cls: 2.7852, loss: 2.7852, grad_norm: 5.7605 2020-07-25 11:59:32,727 - mmaction - INFO - Epoch [5][1320/3757] lr: 1.000e-02, eta: 7 days, 23:00:51, time: 1.787, data_time: 0.011, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6781, loss_cls: 2.6153, loss: 2.6153, grad_norm: 5.6847 2020-07-25 12:00:09,387 - mmaction - INFO - Epoch [5][1340/3757] lr: 1.000e-02, eta: 7 days, 22:59:35, time: 1.828, data_time: 0.003, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.7446, loss: 2.7446, grad_norm: 5.8634 2020-07-25 12:00:43,918 - mmaction - INFO - Epoch [5][1360/3757] lr: 1.000e-02, eta: 7 days, 22:57:38, time: 1.732, data_time: 0.013, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6367, loss_cls: 2.7660, loss: 2.7660, grad_norm: 5.7302 2020-07-25 12:01:17,991 - mmaction - INFO - Epoch [5][1380/3757] lr: 1.000e-02, eta: 7 days, 22:55:23, time: 1.694, data_time: 0.009, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6477, loss_cls: 2.7096, loss: 2.7096, grad_norm: 5.6898 2020-07-25 12:01:55,396 - mmaction - INFO - Epoch [5][1400/3757] lr: 1.000e-02, eta: 7 days, 22:54:29, time: 1.876, data_time: 0.107, memory: 5170, top1_acc: 0.3766, top5_acc: 0.6406, loss_cls: 2.7138, loss: 2.7138, grad_norm: 5.8294 2020-07-25 12:02:30,665 - mmaction - INFO - Epoch [5][1420/3757] lr: 1.000e-02, eta: 7 days, 22:52:45, time: 1.764, data_time: 0.111, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6523, loss_cls: 2.7234, loss: 2.7234, grad_norm: 5.6987 2020-07-25 12:03:07,450 - mmaction - INFO - Epoch [5][1440/3757] lr: 1.000e-02, eta: 7 days, 22:51:36, time: 1.843, data_time: 0.010, memory: 5170, top1_acc: 0.3859, top5_acc: 0.6398, loss_cls: 2.7883, loss: 2.7883, grad_norm: 5.8391 2020-07-25 12:03:42,414 - mmaction - INFO - Epoch [5][1460/3757] lr: 1.000e-02, eta: 7 days, 22:49:46, time: 1.748, data_time: 0.003, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6656, loss_cls: 2.6959, loss: 2.6959, grad_norm: 5.7585 2020-07-25 12:04:19,733 - mmaction - INFO - Epoch [5][1480/3757] lr: 1.000e-02, eta: 7 days, 22:48:45, time: 1.859, data_time: 0.009, memory: 5170, top1_acc: 0.3719, top5_acc: 0.6422, loss_cls: 2.7899, loss: 2.7899, grad_norm: 5.7443 2020-07-25 12:04:51,135 - mmaction - INFO - Epoch [5][1500/3757] lr: 1.000e-02, eta: 7 days, 22:45:41, time: 1.577, data_time: 0.010, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6297, loss_cls: 2.7841, loss: 2.7841, grad_norm: 5.8009 2020-07-25 12:05:27,393 - mmaction - INFO - Epoch [5][1520/3757] lr: 1.000e-02, eta: 7 days, 22:44:20, time: 1.813, data_time: 0.012, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6273, loss_cls: 2.7889, loss: 2.7889, grad_norm: 5.7649 2020-07-25 12:06:02,830 - mmaction - INFO - Epoch [5][1540/3757] lr: 1.000e-02, eta: 7 days, 22:42:39, time: 1.769, data_time: 0.027, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6320, loss_cls: 2.7684, loss: 2.7684, grad_norm: 5.8476 2020-07-25 12:06:37,858 - mmaction - INFO - Epoch [5][1560/3757] lr: 1.000e-02, eta: 7 days, 22:40:53, time: 1.755, data_time: 0.225, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6336, loss_cls: 2.8174, loss: 2.8174, grad_norm: 5.7835 2020-07-25 12:07:13,508 - mmaction - INFO - Epoch [5][1580/3757] lr: 1.000e-02, eta: 7 days, 22:39:16, time: 1.775, data_time: 0.348, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6687, loss_cls: 2.6228, loss: 2.6228, grad_norm: 5.7827 2020-07-25 12:07:48,670 - mmaction - INFO - Epoch [5][1600/3757] lr: 1.000e-02, eta: 7 days, 22:37:33, time: 1.762, data_time: 0.620, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6570, loss_cls: 2.6983, loss: 2.6983, grad_norm: 5.8701 2020-07-25 12:08:24,434 - mmaction - INFO - Epoch [5][1620/3757] lr: 1.000e-02, eta: 7 days, 22:36:03, time: 1.790, data_time: 0.682, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6344, loss_cls: 2.7049, loss: 2.7049, grad_norm: 5.6942 2020-07-25 12:08:59,130 - mmaction - INFO - Epoch [5][1640/3757] lr: 1.000e-02, eta: 7 days, 22:34:09, time: 1.734, data_time: 0.767, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6422, loss_cls: 2.7003, loss: 2.7003, grad_norm: 5.8445 2020-07-25 12:09:36,678 - mmaction - INFO - Epoch [5][1660/3757] lr: 1.000e-02, eta: 7 days, 22:33:13, time: 1.871, data_time: 0.157, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6359, loss_cls: 2.8096, loss: 2.8096, grad_norm: 5.7980 2020-07-25 12:10:11,294 - mmaction - INFO - Epoch [5][1680/3757] lr: 1.000e-02, eta: 7 days, 22:31:20, time: 1.736, data_time: 0.012, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6391, loss_cls: 2.7619, loss: 2.7619, grad_norm: 5.7071 2020-07-25 12:10:44,972 - mmaction - INFO - Epoch [5][1700/3757] lr: 1.000e-02, eta: 7 days, 22:29:03, time: 1.681, data_time: 0.005, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6250, loss_cls: 2.8091, loss: 2.8091, grad_norm: 5.8374 2020-07-25 12:11:18,395 - mmaction - INFO - Epoch [5][1720/3757] lr: 1.000e-02, eta: 7 days, 22:26:45, time: 1.676, data_time: 0.223, memory: 5170, top1_acc: 0.3820, top5_acc: 0.6438, loss_cls: 2.7290, loss: 2.7290, grad_norm: 5.7575 2020-07-25 12:11:52,971 - mmaction - INFO - Epoch [5][1740/3757] lr: 1.000e-02, eta: 7 days, 22:24:49, time: 1.729, data_time: 0.886, memory: 5170, top1_acc: 0.3836, top5_acc: 0.6508, loss_cls: 2.7472, loss: 2.7472, grad_norm: 5.9528 2020-07-25 12:12:29,186 - mmaction - INFO - Epoch [5][1760/3757] lr: 1.000e-02, eta: 7 days, 22:23:28, time: 1.810, data_time: 0.689, memory: 5170, top1_acc: 0.3664, top5_acc: 0.6266, loss_cls: 2.8196, loss: 2.8196, grad_norm: 5.7894 2020-07-25 12:13:02,138 - mmaction - INFO - Epoch [5][1780/3757] lr: 1.000e-02, eta: 7 days, 22:20:58, time: 1.648, data_time: 0.059, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6406, loss_cls: 2.7125, loss: 2.7125, grad_norm: 5.5842 2020-07-25 12:13:39,621 - mmaction - INFO - Epoch [5][1800/3757] lr: 1.000e-02, eta: 7 days, 22:20:04, time: 1.873, data_time: 0.003, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6273, loss_cls: 2.8419, loss: 2.8419, grad_norm: 5.6929 2020-07-25 12:14:13,111 - mmaction - INFO - Epoch [5][1820/3757] lr: 1.000e-02, eta: 7 days, 22:17:43, time: 1.667, data_time: 0.010, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6500, loss_cls: 2.6845, loss: 2.6845, grad_norm: 5.6657 2020-07-25 12:14:50,018 - mmaction - INFO - Epoch [5][1840/3757] lr: 1.000e-02, eta: 7 days, 22:16:42, time: 1.855, data_time: 0.012, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6609, loss_cls: 2.6231, loss: 2.6231, grad_norm: 5.5880 2020-07-25 12:15:21,924 - mmaction - INFO - Epoch [5][1860/3757] lr: 1.000e-02, eta: 7 days, 22:13:48, time: 1.589, data_time: 0.003, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6414, loss_cls: 2.6893, loss: 2.6893, grad_norm: 5.7481 2020-07-25 12:15:58,164 - mmaction - INFO - Epoch [5][1880/3757] lr: 1.000e-02, eta: 7 days, 22:12:31, time: 1.817, data_time: 0.031, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6516, loss_cls: 2.7780, loss: 2.7780, grad_norm: 5.9326 2020-07-25 12:16:33,183 - mmaction - INFO - Epoch [5][1900/3757] lr: 1.000e-02, eta: 7 days, 22:10:44, time: 1.747, data_time: 0.207, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6648, loss_cls: 2.6484, loss: 2.6484, grad_norm: 5.6206 2020-07-25 12:17:07,419 - mmaction - INFO - Epoch [5][1920/3757] lr: 1.000e-02, eta: 7 days, 22:08:44, time: 1.715, data_time: 0.752, memory: 5170, top1_acc: 0.3727, top5_acc: 0.6352, loss_cls: 2.8052, loss: 2.8052, grad_norm: 5.9680 2020-07-25 12:17:40,227 - mmaction - INFO - Epoch [5][1940/3757] lr: 1.000e-02, eta: 7 days, 22:06:14, time: 1.642, data_time: 0.783, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6602, loss_cls: 2.7292, loss: 2.7292, grad_norm: 5.7269 2020-07-25 12:18:14,444 - mmaction - INFO - Epoch [5][1960/3757] lr: 1.000e-02, eta: 7 days, 22:04:09, time: 1.702, data_time: 0.579, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6375, loss_cls: 2.7738, loss: 2.7738, grad_norm: 5.6833 2020-07-25 12:18:49,846 - mmaction - INFO - Epoch [5][1980/3757] lr: 1.000e-02, eta: 7 days, 22:02:35, time: 1.777, data_time: 0.016, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6562, loss_cls: 2.7213, loss: 2.7213, grad_norm: 5.7180 2020-07-25 12:19:28,227 - mmaction - INFO - Epoch [5][2000/3757] lr: 1.000e-02, eta: 7 days, 22:02:01, time: 1.916, data_time: 0.221, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6445, loss_cls: 2.8081, loss: 2.8081, grad_norm: 5.6636 2020-07-25 12:20:04,120 - mmaction - INFO - Epoch [5][2020/3757] lr: 1.000e-02, eta: 7 days, 22:00:36, time: 1.797, data_time: 0.387, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6242, loss_cls: 2.7865, loss: 2.7865, grad_norm: 5.6644 2020-07-25 12:20:39,469 - mmaction - INFO - Epoch [5][2040/3757] lr: 1.000e-02, eta: 7 days, 21:58:59, time: 1.766, data_time: 0.639, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.7425, loss: 2.7425, grad_norm: 5.6777 2020-07-25 12:21:12,403 - mmaction - INFO - Epoch [5][2060/3757] lr: 1.000e-02, eta: 7 days, 21:56:33, time: 1.651, data_time: 0.506, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6430, loss_cls: 2.7995, loss: 2.7995, grad_norm: 5.8607 2020-07-25 12:21:50,013 - mmaction - INFO - Epoch [5][2080/3757] lr: 1.000e-02, eta: 7 days, 21:55:43, time: 1.878, data_time: 0.174, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6258, loss_cls: 2.7796, loss: 2.7796, grad_norm: 5.7545 2020-07-25 12:22:27,916 - mmaction - INFO - Epoch [5][2100/3757] lr: 1.000e-02, eta: 7 days, 21:54:58, time: 1.889, data_time: 1.254, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6406, loss_cls: 2.7294, loss: 2.7294, grad_norm: 5.7168 2020-07-25 12:23:02,559 - mmaction - INFO - Epoch [5][2120/3757] lr: 1.000e-02, eta: 7 days, 21:53:09, time: 1.739, data_time: 1.181, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6484, loss_cls: 2.6645, loss: 2.6645, grad_norm: 5.6132 2020-07-25 12:23:35,289 - mmaction - INFO - Epoch [5][2140/3757] lr: 1.000e-02, eta: 7 days, 21:50:37, time: 1.633, data_time: 1.028, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6570, loss_cls: 2.6490, loss: 2.6490, grad_norm: 5.6611 2020-07-25 12:24:10,662 - mmaction - INFO - Epoch [5][2160/3757] lr: 1.000e-02, eta: 7 days, 21:49:02, time: 1.770, data_time: 0.855, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6188, loss_cls: 2.8564, loss: 2.8564, grad_norm: 5.6467 2020-07-25 12:24:45,720 - mmaction - INFO - Epoch [5][2180/3757] lr: 1.000e-02, eta: 7 days, 21:47:20, time: 1.753, data_time: 0.658, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6461, loss_cls: 2.6718, loss: 2.6718, grad_norm: 5.6987 2020-07-25 12:25:17,811 - mmaction - INFO - Epoch [5][2200/3757] lr: 1.000e-02, eta: 7 days, 21:44:36, time: 1.603, data_time: 0.718, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6312, loss_cls: 2.8020, loss: 2.8020, grad_norm: 5.6943 2020-07-25 12:25:52,912 - mmaction - INFO - Epoch [5][2220/3757] lr: 1.000e-02, eta: 7 days, 21:42:56, time: 1.757, data_time: 0.287, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6438, loss_cls: 2.7807, loss: 2.7807, grad_norm: 5.6468 2020-07-25 12:26:26,903 - mmaction - INFO - Epoch [5][2240/3757] lr: 1.000e-02, eta: 7 days, 21:40:52, time: 1.698, data_time: 0.306, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6414, loss_cls: 2.7885, loss: 2.7885, grad_norm: 5.7855 2020-07-25 12:27:04,761 - mmaction - INFO - Epoch [5][2260/3757] lr: 1.000e-02, eta: 7 days, 21:40:10, time: 1.897, data_time: 0.008, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6719, loss_cls: 2.6843, loss: 2.6843, grad_norm: 5.7908 2020-07-25 12:27:39,688 - mmaction - INFO - Epoch [5][2280/3757] lr: 1.000e-02, eta: 7 days, 21:38:26, time: 1.746, data_time: 0.007, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6531, loss_cls: 2.6726, loss: 2.6726, grad_norm: 5.7687 2020-07-25 12:28:13,927 - mmaction - INFO - Epoch [5][2300/3757] lr: 1.000e-02, eta: 7 days, 21:36:28, time: 1.711, data_time: 0.085, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6359, loss_cls: 2.7403, loss: 2.7403, grad_norm: 5.6009 2020-07-25 12:28:50,223 - mmaction - INFO - Epoch [5][2320/3757] lr: 1.000e-02, eta: 7 days, 21:35:10, time: 1.809, data_time: 0.159, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6664, loss_cls: 2.6230, loss: 2.6230, grad_norm: 5.5838 2020-07-25 12:29:29,345 - mmaction - INFO - Epoch [5][2340/3757] lr: 1.000e-02, eta: 7 days, 21:34:55, time: 1.961, data_time: 0.081, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6328, loss_cls: 2.8010, loss: 2.8010, grad_norm: 5.7959 2020-07-25 12:30:02,936 - mmaction - INFO - Epoch [5][2360/3757] lr: 1.000e-02, eta: 7 days, 21:32:46, time: 1.683, data_time: 0.009, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6359, loss_cls: 2.7688, loss: 2.7688, grad_norm: 5.6634 2020-07-25 12:30:37,038 - mmaction - INFO - Epoch [5][2380/3757] lr: 1.000e-02, eta: 7 days, 21:30:46, time: 1.705, data_time: 0.004, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6430, loss_cls: 2.7005, loss: 2.7005, grad_norm: 5.6759 2020-07-25 12:31:12,320 - mmaction - INFO - Epoch [5][2400/3757] lr: 1.000e-02, eta: 7 days, 21:29:06, time: 1.754, data_time: 0.018, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6617, loss_cls: 2.6519, loss: 2.6519, grad_norm: 5.7610 2020-07-25 12:31:45,510 - mmaction - INFO - Epoch [5][2420/3757] lr: 1.000e-02, eta: 7 days, 21:26:51, time: 1.669, data_time: 0.012, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6766, loss_cls: 2.5833, loss: 2.5833, grad_norm: 5.7687 2020-07-25 12:32:25,368 - mmaction - INFO - Epoch [5][2440/3757] lr: 1.000e-02, eta: 7 days, 21:26:50, time: 1.993, data_time: 0.008, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6555, loss_cls: 2.6796, loss: 2.6796, grad_norm: 5.6375 2020-07-25 12:33:00,906 - mmaction - INFO - Epoch [5][2460/3757] lr: 1.000e-02, eta: 7 days, 21:25:17, time: 1.771, data_time: 0.007, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6461, loss_cls: 2.7200, loss: 2.7200, grad_norm: 5.7397 2020-07-25 12:33:34,277 - mmaction - INFO - Epoch [5][2480/3757] lr: 1.000e-02, eta: 7 days, 21:23:05, time: 1.673, data_time: 0.017, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6523, loss_cls: 2.6644, loss: 2.6644, grad_norm: 5.6343 2020-07-25 12:34:08,045 - mmaction - INFO - Epoch [5][2500/3757] lr: 1.000e-02, eta: 7 days, 21:20:59, time: 1.690, data_time: 0.074, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6461, loss_cls: 2.7321, loss: 2.7321, grad_norm: 5.6476 2020-07-25 12:34:42,607 - mmaction - INFO - Epoch [5][2520/3757] lr: 1.000e-02, eta: 7 days, 21:19:10, time: 1.728, data_time: 0.002, memory: 5170, top1_acc: 0.3578, top5_acc: 0.6203, loss_cls: 2.8520, loss: 2.8520, grad_norm: 5.9303 2020-07-25 12:35:18,931 - mmaction - INFO - Epoch [5][2540/3757] lr: 1.000e-02, eta: 7 days, 21:17:53, time: 1.809, data_time: 0.003, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6500, loss_cls: 2.8022, loss: 2.8022, grad_norm: 5.7311 2020-07-25 12:35:52,199 - mmaction - INFO - Epoch [5][2560/3757] lr: 1.000e-02, eta: 7 days, 21:15:40, time: 1.670, data_time: 0.010, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6656, loss_cls: 2.6491, loss: 2.6491, grad_norm: 5.6175 2020-07-25 12:36:28,077 - mmaction - INFO - Epoch [5][2580/3757] lr: 1.000e-02, eta: 7 days, 21:14:15, time: 1.787, data_time: 0.009, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6578, loss_cls: 2.7283, loss: 2.7283, grad_norm: 5.9027 2020-07-25 12:37:02,155 - mmaction - INFO - Epoch [5][2600/3757] lr: 1.000e-02, eta: 7 days, 21:12:20, time: 1.712, data_time: 0.011, memory: 5170, top1_acc: 0.3859, top5_acc: 0.6578, loss_cls: 2.7063, loss: 2.7063, grad_norm: 5.7243 2020-07-25 12:37:36,168 - mmaction - INFO - Epoch [5][2620/3757] lr: 1.000e-02, eta: 7 days, 21:10:20, time: 1.701, data_time: 0.002, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6625, loss_cls: 2.6484, loss: 2.6484, grad_norm: 5.5111 2020-07-25 12:38:11,444 - mmaction - INFO - Epoch [5][2640/3757] lr: 1.000e-02, eta: 7 days, 21:08:42, time: 1.755, data_time: 0.002, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6508, loss_cls: 2.6920, loss: 2.6920, grad_norm: 5.8422 2020-07-25 12:38:46,052 - mmaction - INFO - Epoch [5][2660/3757] lr: 1.000e-02, eta: 7 days, 21:06:58, time: 1.738, data_time: 0.020, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6523, loss_cls: 2.7271, loss: 2.7271, grad_norm: 5.7778 2020-07-25 12:39:19,307 - mmaction - INFO - Epoch [5][2680/3757] lr: 1.000e-02, eta: 7 days, 21:04:42, time: 1.661, data_time: 0.015, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6383, loss_cls: 2.7017, loss: 2.7017, grad_norm: 5.6583 2020-07-25 12:39:55,540 - mmaction - INFO - Epoch [5][2700/3757] lr: 1.000e-02, eta: 7 days, 21:03:29, time: 1.814, data_time: 0.318, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6547, loss_cls: 2.7014, loss: 2.7014, grad_norm: 5.8559 2020-07-25 12:40:34,127 - mmaction - INFO - Epoch [5][2720/3757] lr: 1.000e-02, eta: 7 days, 21:03:03, time: 1.930, data_time: 0.180, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6641, loss_cls: 2.6472, loss: 2.6472, grad_norm: 5.7496 2020-07-25 12:41:09,230 - mmaction - INFO - Epoch [5][2740/3757] lr: 1.000e-02, eta: 7 days, 21:01:26, time: 1.756, data_time: 0.004, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6562, loss_cls: 2.6269, loss: 2.6269, grad_norm: 5.6835 2020-07-25 12:41:42,624 - mmaction - INFO - Epoch [5][2760/3757] lr: 1.000e-02, eta: 7 days, 20:59:15, time: 1.670, data_time: 0.008, memory: 5170, top1_acc: 0.3648, top5_acc: 0.6336, loss_cls: 2.7949, loss: 2.7949, grad_norm: 5.8193 2020-07-25 12:42:17,677 - mmaction - INFO - Epoch [5][2780/3757] lr: 1.000e-02, eta: 7 days, 20:57:37, time: 1.752, data_time: 0.009, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6438, loss_cls: 2.7901, loss: 2.7901, grad_norm: 5.6846 2020-07-25 12:42:52,916 - mmaction - INFO - Epoch [5][2800/3757] lr: 1.000e-02, eta: 7 days, 20:56:03, time: 1.762, data_time: 0.003, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6484, loss_cls: 2.6849, loss: 2.6849, grad_norm: 5.5850 2020-07-25 12:43:27,071 - mmaction - INFO - Epoch [5][2820/3757] lr: 1.000e-02, eta: 7 days, 20:54:04, time: 1.697, data_time: 0.007, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6711, loss_cls: 2.6161, loss: 2.6161, grad_norm: 5.4463 2020-07-25 12:44:02,323 - mmaction - INFO - Epoch [5][2840/3757] lr: 1.000e-02, eta: 7 days, 20:52:34, time: 1.772, data_time: 0.605, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6656, loss_cls: 2.6703, loss: 2.6703, grad_norm: 5.6267 2020-07-25 12:44:39,229 - mmaction - INFO - Epoch [5][2860/3757] lr: 1.000e-02, eta: 7 days, 20:51:34, time: 1.844, data_time: 0.532, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6516, loss_cls: 2.7153, loss: 2.7153, grad_norm: 5.6912 2020-07-25 12:45:12,944 - mmaction - INFO - Epoch [5][2880/3757] lr: 1.000e-02, eta: 7 days, 20:49:31, time: 1.688, data_time: 0.478, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6289, loss_cls: 2.7912, loss: 2.7912, grad_norm: 5.6391 2020-07-25 12:45:50,558 - mmaction - INFO - Epoch [5][2900/3757] lr: 1.000e-02, eta: 7 days, 20:48:43, time: 1.875, data_time: 0.003, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6484, loss_cls: 2.7002, loss: 2.7002, grad_norm: 5.6492 2020-07-25 12:46:25,191 - mmaction - INFO - Epoch [5][2920/3757] lr: 1.000e-02, eta: 7 days, 20:47:00, time: 1.736, data_time: 0.009, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6453, loss_cls: 2.7499, loss: 2.7499, grad_norm: 5.7132 2020-07-25 12:47:01,744 - mmaction - INFO - Epoch [5][2940/3757] lr: 1.000e-02, eta: 7 days, 20:45:53, time: 1.826, data_time: 0.008, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6547, loss_cls: 2.6984, loss: 2.6984, grad_norm: 5.7895 2020-07-25 12:47:38,833 - mmaction - INFO - Epoch [5][2960/3757] lr: 1.000e-02, eta: 7 days, 20:44:58, time: 1.857, data_time: 0.006, memory: 5170, top1_acc: 0.3836, top5_acc: 0.6289, loss_cls: 2.7870, loss: 2.7870, grad_norm: 5.8502 2020-07-25 12:48:13,894 - mmaction - INFO - Epoch [5][2980/3757] lr: 1.000e-02, eta: 7 days, 20:43:20, time: 1.749, data_time: 0.006, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6234, loss_cls: 2.8140, loss: 2.8140, grad_norm: 5.7740 2020-07-25 12:48:50,781 - mmaction - INFO - Epoch [5][3000/3757] lr: 1.000e-02, eta: 7 days, 20:42:22, time: 1.848, data_time: 0.010, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6547, loss_cls: 2.7063, loss: 2.7063, grad_norm: 5.7106 2020-07-25 12:49:24,172 - mmaction - INFO - Epoch [5][3020/3757] lr: 1.000e-02, eta: 7 days, 20:40:12, time: 1.669, data_time: 0.009, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6711, loss_cls: 2.5946, loss: 2.5946, grad_norm: 5.6551 2020-07-25 12:50:01,150 - mmaction - INFO - Epoch [5][3040/3757] lr: 1.000e-02, eta: 7 days, 20:39:14, time: 1.848, data_time: 0.006, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6508, loss_cls: 2.7016, loss: 2.7016, grad_norm: 5.6993 2020-07-25 12:50:37,826 - mmaction - INFO - Epoch [5][3060/3757] lr: 1.000e-02, eta: 7 days, 20:38:08, time: 1.827, data_time: 0.009, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6484, loss_cls: 2.6532, loss: 2.6532, grad_norm: 5.5975 2020-07-25 12:51:12,780 - mmaction - INFO - Epoch [5][3080/3757] lr: 1.000e-02, eta: 7 days, 20:36:33, time: 1.756, data_time: 0.013, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6633, loss_cls: 2.7023, loss: 2.7023, grad_norm: 5.8705 2020-07-25 12:51:50,509 - mmaction - INFO - Epoch [5][3100/3757] lr: 1.000e-02, eta: 7 days, 20:35:47, time: 1.877, data_time: 0.007, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6359, loss_cls: 2.6994, loss: 2.6994, grad_norm: 5.9451 2020-07-25 12:52:23,089 - mmaction - INFO - Epoch [5][3120/3757] lr: 1.000e-02, eta: 7 days, 20:33:26, time: 1.637, data_time: 0.012, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6391, loss_cls: 2.7700, loss: 2.7700, grad_norm: 5.8267 2020-07-25 12:52:56,079 - mmaction - INFO - Epoch [5][3140/3757] lr: 1.000e-02, eta: 7 days, 20:31:08, time: 1.645, data_time: 0.010, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6461, loss_cls: 2.6402, loss: 2.6402, grad_norm: 5.6367 2020-07-25 12:53:31,701 - mmaction - INFO - Epoch [5][3160/3757] lr: 1.000e-02, eta: 7 days, 20:29:46, time: 1.786, data_time: 0.040, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6469, loss_cls: 2.7475, loss: 2.7475, grad_norm: 5.9066 2020-07-25 12:54:08,787 - mmaction - INFO - Epoch [5][3180/3757] lr: 1.000e-02, eta: 7 days, 20:28:50, time: 1.851, data_time: 0.060, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6180, loss_cls: 2.7933, loss: 2.7933, grad_norm: 5.5945 2020-07-25 12:54:44,657 - mmaction - INFO - Epoch [5][3200/3757] lr: 1.000e-02, eta: 7 days, 20:27:32, time: 1.796, data_time: 0.013, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6398, loss_cls: 2.7146, loss: 2.7146, grad_norm: 5.6194 2020-07-25 12:55:19,998 - mmaction - INFO - Epoch [5][3220/3757] lr: 1.000e-02, eta: 7 days, 20:26:01, time: 1.764, data_time: 0.009, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6359, loss_cls: 2.8150, loss: 2.8150, grad_norm: 5.8287 2020-07-25 12:55:52,801 - mmaction - INFO - Epoch [5][3240/3757] lr: 1.000e-02, eta: 7 days, 20:23:44, time: 1.645, data_time: 0.008, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6422, loss_cls: 2.7130, loss: 2.7130, grad_norm: 5.6891 2020-07-25 12:56:32,416 - mmaction - INFO - Epoch [5][3260/3757] lr: 1.000e-02, eta: 7 days, 20:23:36, time: 1.972, data_time: 0.008, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6539, loss_cls: 2.7107, loss: 2.7107, grad_norm: 5.4485 2020-07-25 12:57:09,931 - mmaction - INFO - Epoch [5][3280/3757] lr: 1.000e-02, eta: 7 days, 20:22:51, time: 1.880, data_time: 0.011, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6609, loss_cls: 2.7323, loss: 2.7323, grad_norm: 5.6354 2020-07-25 12:57:43,090 - mmaction - INFO - Epoch [5][3300/3757] lr: 1.000e-02, eta: 7 days, 20:20:41, time: 1.661, data_time: 0.010, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6531, loss_cls: 2.6950, loss: 2.6950, grad_norm: 5.6308 2020-07-25 12:58:18,758 - mmaction - INFO - Epoch [5][3320/3757] lr: 1.000e-02, eta: 7 days, 20:19:15, time: 1.775, data_time: 0.018, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6453, loss_cls: 2.7520, loss: 2.7520, grad_norm: 5.7595 2020-07-25 12:58:49,715 - mmaction - INFO - Epoch [5][3340/3757] lr: 1.000e-02, eta: 7 days, 20:16:25, time: 1.557, data_time: 0.011, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6375, loss_cls: 2.7204, loss: 2.7204, grad_norm: 5.6859 2020-07-25 12:59:27,506 - mmaction - INFO - Epoch [5][3360/3757] lr: 1.000e-02, eta: 7 days, 20:15:43, time: 1.887, data_time: 0.007, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6578, loss_cls: 2.6869, loss: 2.6869, grad_norm: 5.8550 2020-07-25 12:59:59,460 - mmaction - INFO - Epoch [5][3380/3757] lr: 1.000e-02, eta: 7 days, 20:13:07, time: 1.593, data_time: 0.008, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6562, loss_cls: 2.7103, loss: 2.7103, grad_norm: 5.7905 2020-07-25 13:00:35,238 - mmaction - INFO - Epoch [5][3400/3757] lr: 1.000e-02, eta: 7 days, 20:11:44, time: 1.779, data_time: 0.010, memory: 5170, top1_acc: 0.3758, top5_acc: 0.6328, loss_cls: 2.7659, loss: 2.7659, grad_norm: 5.7674 2020-07-25 13:01:12,209 - mmaction - INFO - Epoch [5][3420/3757] lr: 1.000e-02, eta: 7 days, 20:10:50, time: 1.857, data_time: 0.033, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6828, loss_cls: 2.6319, loss: 2.6319, grad_norm: 5.6755 2020-07-25 13:01:49,440 - mmaction - INFO - Epoch [5][3440/3757] lr: 1.000e-02, eta: 7 days, 20:10:00, time: 1.864, data_time: 0.020, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6703, loss_cls: 2.6593, loss: 2.6593, grad_norm: 5.7990 2020-07-25 13:02:22,368 - mmaction - INFO - Epoch [5][3460/3757] lr: 1.000e-02, eta: 7 days, 20:07:45, time: 1.647, data_time: 0.209, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6633, loss_cls: 2.6193, loss: 2.6193, grad_norm: 5.6810 2020-07-25 13:02:58,315 - mmaction - INFO - Epoch [5][3480/3757] lr: 1.000e-02, eta: 7 days, 20:06:32, time: 1.803, data_time: 0.329, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6391, loss_cls: 2.7675, loss: 2.7675, grad_norm: 5.7811 2020-07-25 13:03:35,759 - mmaction - INFO - Epoch [5][3500/3757] lr: 1.000e-02, eta: 7 days, 20:05:45, time: 1.872, data_time: 0.014, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6492, loss_cls: 2.7467, loss: 2.7467, grad_norm: 5.8623 2020-07-25 13:04:08,693 - mmaction - INFO - Epoch [5][3520/3757] lr: 1.000e-02, eta: 7 days, 20:03:31, time: 1.647, data_time: 0.240, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6633, loss_cls: 2.6350, loss: 2.6350, grad_norm: 5.7132 2020-07-25 13:04:45,114 - mmaction - INFO - Epoch [5][3540/3757] lr: 1.000e-02, eta: 7 days, 20:02:23, time: 1.818, data_time: 0.575, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6703, loss_cls: 2.6462, loss: 2.6462, grad_norm: 5.7043 2020-07-25 13:05:20,823 - mmaction - INFO - Epoch [5][3560/3757] lr: 1.000e-02, eta: 7 days, 20:01:01, time: 1.781, data_time: 0.294, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6648, loss_cls: 2.6587, loss: 2.6587, grad_norm: 5.6705 2020-07-25 13:05:56,483 - mmaction - INFO - Epoch [5][3580/3757] lr: 1.000e-02, eta: 7 days, 19:59:42, time: 1.789, data_time: 0.011, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6414, loss_cls: 2.7113, loss: 2.7113, grad_norm: 5.5133 2020-07-25 13:06:27,630 - mmaction - INFO - Epoch [5][3600/3757] lr: 1.000e-02, eta: 7 days, 19:56:56, time: 1.560, data_time: 0.011, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6508, loss_cls: 2.7120, loss: 2.7120, grad_norm: 5.6305 2020-07-25 13:07:03,681 - mmaction - INFO - Epoch [5][3620/3757] lr: 1.000e-02, eta: 7 days, 19:55:42, time: 1.802, data_time: 0.008, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6617, loss_cls: 2.6548, loss: 2.6548, grad_norm: 5.5565 2020-07-25 13:07:39,794 - mmaction - INFO - Epoch [5][3640/3757] lr: 1.000e-02, eta: 7 days, 19:54:30, time: 1.804, data_time: 0.041, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6453, loss_cls: 2.7235, loss: 2.7235, grad_norm: 5.8996 2020-07-25 13:08:15,127 - mmaction - INFO - Epoch [5][3660/3757] lr: 1.000e-02, eta: 7 days, 19:53:01, time: 1.761, data_time: 0.009, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6266, loss_cls: 2.7949, loss: 2.7949, grad_norm: 5.8951 2020-07-25 13:08:50,057 - mmaction - INFO - Epoch [5][3680/3757] lr: 1.000e-02, eta: 7 days, 19:51:29, time: 1.754, data_time: 0.187, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6445, loss_cls: 2.7073, loss: 2.7073, grad_norm: 5.8470 2020-07-25 13:09:26,152 - mmaction - INFO - Epoch [5][3700/3757] lr: 1.000e-02, eta: 7 days, 19:50:15, time: 1.800, data_time: 0.817, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6414, loss_cls: 2.6976, loss: 2.6976, grad_norm: 5.6616 2020-07-25 13:09:58,763 - mmaction - INFO - Epoch [5][3720/3757] lr: 1.000e-02, eta: 7 days, 19:47:59, time: 1.635, data_time: 0.808, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6562, loss_cls: 2.7091, loss: 2.7091, grad_norm: 5.8624 2020-07-25 13:10:36,793 - mmaction - INFO - Epoch [5][3740/3757] lr: 1.000e-02, eta: 7 days, 19:47:20, time: 1.891, data_time: 0.171, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6461, loss_cls: 2.7570, loss: 2.7570, grad_norm: 5.7346 2020-07-25 13:10:58,668 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-07-25 13:11:49,264 - mmaction - INFO - Epoch [6][20/3757] lr: 1.000e-02, eta: 7 days, 19:39:37, time: 2.471, data_time: 1.050, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6664, loss_cls: 2.6282, loss: 2.6282, grad_norm: 5.5123 2020-07-25 13:12:24,380 - mmaction - INFO - Epoch [6][40/3757] lr: 1.000e-02, eta: 7 days, 19:38:04, time: 1.746, data_time: 1.032, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6445, loss_cls: 2.7224, loss: 2.7224, grad_norm: 5.7145 2020-07-25 13:12:57,486 - mmaction - INFO - Epoch [6][60/3757] lr: 1.000e-02, eta: 7 days, 19:35:59, time: 1.663, data_time: 0.394, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6469, loss_cls: 2.6898, loss: 2.6898, grad_norm: 5.6108 2020-07-25 13:13:34,989 - mmaction - INFO - Epoch [6][80/3757] lr: 1.000e-02, eta: 7 days, 19:35:16, time: 1.878, data_time: 0.514, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6820, loss_cls: 2.6092, loss: 2.6092, grad_norm: 5.6788 2020-07-25 13:14:11,603 - mmaction - INFO - Epoch [6][100/3757] lr: 1.000e-02, eta: 7 days, 19:34:11, time: 1.821, data_time: 0.014, memory: 5170, top1_acc: 0.3836, top5_acc: 0.6531, loss_cls: 2.6865, loss: 2.6865, grad_norm: 5.6390 2020-07-25 13:14:47,172 - mmaction - INFO - Epoch [6][120/3757] lr: 1.000e-02, eta: 7 days, 19:32:53, time: 1.787, data_time: 0.112, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6586, loss_cls: 2.6595, loss: 2.6595, grad_norm: 5.5752 2020-07-25 13:15:25,038 - mmaction - INFO - Epoch [6][140/3757] lr: 1.000e-02, eta: 7 days, 19:32:14, time: 1.889, data_time: 0.149, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6422, loss_cls: 2.7099, loss: 2.7099, grad_norm: 5.7879 2020-07-25 13:15:59,105 - mmaction - INFO - Epoch [6][160/3757] lr: 1.000e-02, eta: 7 days, 19:30:24, time: 1.702, data_time: 0.012, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6562, loss_cls: 2.7062, loss: 2.7062, grad_norm: 5.7547 2020-07-25 13:16:34,975 - mmaction - INFO - Epoch [6][180/3757] lr: 1.000e-02, eta: 7 days, 19:29:12, time: 1.799, data_time: 0.009, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6672, loss_cls: 2.6644, loss: 2.6644, grad_norm: 5.7452 2020-07-25 13:17:10,185 - mmaction - INFO - Epoch [6][200/3757] lr: 1.000e-02, eta: 7 days, 19:27:44, time: 1.759, data_time: 0.007, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6680, loss_cls: 2.5775, loss: 2.5775, grad_norm: 5.8189 2020-07-25 13:17:42,092 - mmaction - INFO - Epoch [6][220/3757] lr: 1.000e-02, eta: 7 days, 19:25:15, time: 1.597, data_time: 0.005, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6453, loss_cls: 2.6963, loss: 2.6963, grad_norm: 5.8017 2020-07-25 13:18:20,514 - mmaction - INFO - Epoch [6][240/3757] lr: 1.000e-02, eta: 7 days, 19:24:49, time: 1.923, data_time: 0.018, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6742, loss_cls: 2.5659, loss: 2.5659, grad_norm: 5.6325 2020-07-25 13:18:53,035 - mmaction - INFO - Epoch [6][260/3757] lr: 1.000e-02, eta: 7 days, 19:22:31, time: 1.625, data_time: 0.783, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6672, loss_cls: 2.6539, loss: 2.6539, grad_norm: 5.8471 2020-07-25 13:19:26,580 - mmaction - INFO - Epoch [6][280/3757] lr: 1.000e-02, eta: 7 days, 19:20:33, time: 1.677, data_time: 0.254, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6586, loss_cls: 2.6822, loss: 2.6822, grad_norm: 5.8917 2020-07-25 13:20:04,392 - mmaction - INFO - Epoch [6][300/3757] lr: 1.000e-02, eta: 7 days, 19:19:56, time: 1.891, data_time: 0.578, memory: 5170, top1_acc: 0.3906, top5_acc: 0.6500, loss_cls: 2.7165, loss: 2.7165, grad_norm: 5.7953 2020-07-25 13:20:36,985 - mmaction - INFO - Epoch [6][320/3757] lr: 1.000e-02, eta: 7 days, 19:17:40, time: 1.628, data_time: 0.075, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6422, loss_cls: 2.7267, loss: 2.7267, grad_norm: 5.7285 2020-07-25 13:21:12,080 - mmaction - INFO - Epoch [6][340/3757] lr: 1.000e-02, eta: 7 days, 19:16:12, time: 1.756, data_time: 0.225, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6820, loss_cls: 2.5080, loss: 2.5080, grad_norm: 5.4965 2020-07-25 13:21:49,946 - mmaction - INFO - Epoch [6][360/3757] lr: 1.000e-02, eta: 7 days, 19:15:35, time: 1.893, data_time: 0.002, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6562, loss_cls: 2.5968, loss: 2.5968, grad_norm: 5.7113 2020-07-25 13:22:22,895 - mmaction - INFO - Epoch [6][380/3757] lr: 1.000e-02, eta: 7 days, 19:13:26, time: 1.647, data_time: 0.003, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6750, loss_cls: 2.5434, loss: 2.5434, grad_norm: 5.7525 2020-07-25 13:22:58,062 - mmaction - INFO - Epoch [6][400/3757] lr: 1.000e-02, eta: 7 days, 19:11:58, time: 1.754, data_time: 0.008, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6711, loss_cls: 2.6174, loss: 2.6174, grad_norm: 5.8029 2020-07-25 13:23:35,588 - mmaction - INFO - Epoch [6][420/3757] lr: 1.000e-02, eta: 7 days, 19:11:17, time: 1.881, data_time: 0.010, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6672, loss_cls: 2.6145, loss: 2.6145, grad_norm: 5.8198 2020-07-25 13:24:10,682 - mmaction - INFO - Epoch [6][440/3757] lr: 1.000e-02, eta: 7 days, 19:09:46, time: 1.747, data_time: 0.008, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6469, loss_cls: 2.6397, loss: 2.6397, grad_norm: 5.6843 2020-07-25 13:24:44,317 - mmaction - INFO - Epoch [6][460/3757] lr: 1.000e-02, eta: 7 days, 19:07:53, time: 1.689, data_time: 0.010, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6641, loss_cls: 2.6542, loss: 2.6542, grad_norm: 5.6965 2020-07-25 13:25:21,566 - mmaction - INFO - Epoch [6][480/3757] lr: 1.000e-02, eta: 7 days, 19:07:03, time: 1.857, data_time: 0.090, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6531, loss_cls: 2.7207, loss: 2.7207, grad_norm: 5.6865 2020-07-25 13:25:56,128 - mmaction - INFO - Epoch [6][500/3757] lr: 1.000e-02, eta: 7 days, 19:05:28, time: 1.733, data_time: 0.492, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6656, loss_cls: 2.6677, loss: 2.6677, grad_norm: 5.6134 2020-07-25 13:26:32,283 - mmaction - INFO - Epoch [6][520/3757] lr: 1.000e-02, eta: 7 days, 19:04:19, time: 1.806, data_time: 0.331, memory: 5170, top1_acc: 0.3766, top5_acc: 0.6477, loss_cls: 2.7732, loss: 2.7732, grad_norm: 5.7866 2020-07-25 13:27:06,400 - mmaction - INFO - Epoch [6][540/3757] lr: 1.000e-02, eta: 7 days, 19:02:33, time: 1.705, data_time: 0.031, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6438, loss_cls: 2.6638, loss: 2.6638, grad_norm: 5.6405 2020-07-25 13:27:42,856 - mmaction - INFO - Epoch [6][560/3757] lr: 1.000e-02, eta: 7 days, 19:01:32, time: 1.826, data_time: 0.008, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6562, loss_cls: 2.6793, loss: 2.6793, grad_norm: 5.8023 2020-07-25 13:28:17,581 - mmaction - INFO - Epoch [6][580/3757] lr: 1.000e-02, eta: 7 days, 18:59:57, time: 1.734, data_time: 0.008, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.5980, loss: 2.5980, grad_norm: 5.7810 2020-07-25 13:28:50,637 - mmaction - INFO - Epoch [6][600/3757] lr: 1.000e-02, eta: 7 days, 18:57:53, time: 1.654, data_time: 0.008, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6664, loss_cls: 2.6256, loss: 2.6256, grad_norm: 5.6782 2020-07-25 13:29:24,430 - mmaction - INFO - Epoch [6][620/3757] lr: 1.000e-02, eta: 7 days, 18:56:00, time: 1.685, data_time: 0.011, memory: 5170, top1_acc: 0.3664, top5_acc: 0.6227, loss_cls: 2.7935, loss: 2.7935, grad_norm: 5.9069 2020-07-25 13:30:01,743 - mmaction - INFO - Epoch [6][640/3757] lr: 1.000e-02, eta: 7 days, 18:55:15, time: 1.869, data_time: 0.008, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6352, loss_cls: 2.8237, loss: 2.8237, grad_norm: 5.9310 2020-07-25 13:30:35,544 - mmaction - INFO - Epoch [6][660/3757] lr: 1.000e-02, eta: 7 days, 18:53:22, time: 1.683, data_time: 0.186, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6750, loss_cls: 2.6374, loss: 2.6374, grad_norm: 5.6349 2020-07-25 13:31:11,012 - mmaction - INFO - Epoch [6][680/3757] lr: 1.000e-02, eta: 7 days, 18:52:05, time: 1.783, data_time: 0.959, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6602, loss_cls: 2.6582, loss: 2.6582, grad_norm: 5.6413 2020-07-25 13:31:46,164 - mmaction - INFO - Epoch [6][700/3757] lr: 1.000e-02, eta: 7 days, 18:50:39, time: 1.755, data_time: 0.074, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6578, loss_cls: 2.6383, loss: 2.6383, grad_norm: 5.7335 2020-07-25 13:32:22,408 - mmaction - INFO - Epoch [6][720/3757] lr: 1.000e-02, eta: 7 days, 18:49:31, time: 1.806, data_time: 0.005, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6797, loss_cls: 2.5480, loss: 2.5480, grad_norm: 5.7457 2020-07-25 13:32:58,049 - mmaction - INFO - Epoch [6][740/3757] lr: 1.000e-02, eta: 7 days, 18:48:17, time: 1.789, data_time: 0.011, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6758, loss_cls: 2.5635, loss: 2.5635, grad_norm: 5.7709 2020-07-25 13:33:30,918 - mmaction - INFO - Epoch [6][760/3757] lr: 1.000e-02, eta: 7 days, 18:46:08, time: 1.638, data_time: 0.225, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6703, loss_cls: 2.5795, loss: 2.5795, grad_norm: 5.7213 2020-07-25 13:34:07,649 - mmaction - INFO - Epoch [6][780/3757] lr: 1.000e-02, eta: 7 days, 18:45:13, time: 1.840, data_time: 0.010, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6766, loss_cls: 2.5921, loss: 2.5921, grad_norm: 5.6941 2020-07-25 13:34:43,118 - mmaction - INFO - Epoch [6][800/3757] lr: 1.000e-02, eta: 7 days, 18:43:54, time: 1.777, data_time: 0.012, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6547, loss_cls: 2.6430, loss: 2.6430, grad_norm: 5.8911 2020-07-25 13:35:15,749 - mmaction - INFO - Epoch [6][820/3757] lr: 1.000e-02, eta: 7 days, 18:41:41, time: 1.625, data_time: 0.004, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6469, loss_cls: 2.7209, loss: 2.7209, grad_norm: 5.7960 2020-07-25 13:35:50,898 - mmaction - INFO - Epoch [6][840/3757] lr: 1.000e-02, eta: 7 days, 18:40:19, time: 1.765, data_time: 0.015, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6555, loss_cls: 2.6836, loss: 2.6836, grad_norm: 5.4717 2020-07-25 13:36:26,040 - mmaction - INFO - Epoch [6][860/3757] lr: 1.000e-02, eta: 7 days, 18:38:50, time: 1.746, data_time: 0.008, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6578, loss_cls: 2.5767, loss: 2.5767, grad_norm: 5.5423 2020-07-25 13:36:59,922 - mmaction - INFO - Epoch [6][880/3757] lr: 1.000e-02, eta: 7 days, 18:37:05, time: 1.700, data_time: 0.013, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6562, loss_cls: 2.6871, loss: 2.6871, grad_norm: 5.7467 2020-07-25 13:37:36,582 - mmaction - INFO - Epoch [6][900/3757] lr: 1.000e-02, eta: 7 days, 18:36:09, time: 1.837, data_time: 0.024, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6586, loss_cls: 2.6240, loss: 2.6240, grad_norm: 5.8038 2020-07-25 13:38:10,416 - mmaction - INFO - Epoch [6][920/3757] lr: 1.000e-02, eta: 7 days, 18:34:19, time: 1.687, data_time: 0.017, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6547, loss_cls: 2.7409, loss: 2.7409, grad_norm: 5.8170 2020-07-25 13:38:46,641 - mmaction - INFO - Epoch [6][940/3757] lr: 1.000e-02, eta: 7 days, 18:33:15, time: 1.815, data_time: 0.009, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6359, loss_cls: 2.7545, loss: 2.7545, grad_norm: 5.8053 2020-07-25 13:39:21,261 - mmaction - INFO - Epoch [6][960/3757] lr: 1.000e-02, eta: 7 days, 18:31:41, time: 1.730, data_time: 0.010, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6508, loss_cls: 2.6852, loss: 2.6852, grad_norm: 5.6126 2020-07-25 13:39:55,117 - mmaction - INFO - Epoch [6][980/3757] lr: 1.000e-02, eta: 7 days, 18:29:52, time: 1.688, data_time: 0.011, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6813, loss_cls: 2.5250, loss: 2.5250, grad_norm: 5.4273 2020-07-25 13:40:31,262 - mmaction - INFO - Epoch [6][1000/3757] lr: 1.000e-02, eta: 7 days, 18:28:48, time: 1.814, data_time: 0.011, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6555, loss_cls: 2.6389, loss: 2.6389, grad_norm: 5.6310 2020-07-25 13:41:04,017 - mmaction - INFO - Epoch [6][1020/3757] lr: 1.000e-02, eta: 7 days, 18:26:41, time: 1.637, data_time: 0.036, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6445, loss_cls: 2.7447, loss: 2.7447, grad_norm: 5.7720 2020-07-25 13:41:38,953 - mmaction - INFO - Epoch [6][1040/3757] lr: 1.000e-02, eta: 7 days, 18:25:13, time: 1.747, data_time: 0.163, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6687, loss_cls: 2.6285, loss: 2.6285, grad_norm: 5.5680 2020-07-25 13:42:15,201 - mmaction - INFO - Epoch [6][1060/3757] lr: 1.000e-02, eta: 7 days, 18:24:10, time: 1.814, data_time: 0.156, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.6757, loss: 2.6757, grad_norm: 5.6633 2020-07-25 13:42:48,059 - mmaction - INFO - Epoch [6][1080/3757] lr: 1.000e-02, eta: 7 days, 18:22:05, time: 1.643, data_time: 0.003, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6664, loss_cls: 2.6555, loss: 2.6555, grad_norm: 5.5350 2020-07-25 13:43:24,882 - mmaction - INFO - Epoch [6][1100/3757] lr: 1.000e-02, eta: 7 days, 18:21:10, time: 1.837, data_time: 0.008, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6586, loss_cls: 2.6521, loss: 2.6521, grad_norm: 5.7734 2020-07-25 13:43:59,988 - mmaction - INFO - Epoch [6][1120/3757] lr: 1.000e-02, eta: 7 days, 18:19:47, time: 1.758, data_time: 0.015, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6711, loss_cls: 2.6207, loss: 2.6207, grad_norm: 5.4532 2020-07-25 13:44:36,711 - mmaction - INFO - Epoch [6][1140/3757] lr: 1.000e-02, eta: 7 days, 18:18:49, time: 1.831, data_time: 0.261, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6680, loss_cls: 2.5850, loss: 2.5850, grad_norm: 5.4951 2020-07-25 13:45:12,644 - mmaction - INFO - Epoch [6][1160/3757] lr: 1.000e-02, eta: 7 days, 18:17:42, time: 1.802, data_time: 0.032, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6625, loss_cls: 2.6435, loss: 2.6435, grad_norm: 5.4472 2020-07-25 13:45:47,330 - mmaction - INFO - Epoch [6][1180/3757] lr: 1.000e-02, eta: 7 days, 18:16:11, time: 1.736, data_time: 0.163, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6508, loss_cls: 2.6845, loss: 2.6845, grad_norm: 5.4967 2020-07-25 13:46:22,977 - mmaction - INFO - Epoch [6][1200/3757] lr: 1.000e-02, eta: 7 days, 18:14:55, time: 1.776, data_time: 0.012, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6555, loss_cls: 2.6982, loss: 2.6982, grad_norm: 5.6373 2020-07-25 13:46:58,066 - mmaction - INFO - Epoch [6][1220/3757] lr: 1.000e-02, eta: 7 days, 18:13:32, time: 1.758, data_time: 0.009, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6781, loss_cls: 2.5176, loss: 2.5176, grad_norm: 5.4671 2020-07-25 13:47:33,332 - mmaction - INFO - Epoch [6][1240/3757] lr: 1.000e-02, eta: 7 days, 18:12:09, time: 1.758, data_time: 0.010, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6602, loss_cls: 2.6778, loss: 2.6778, grad_norm: 5.6530 2020-07-25 13:48:06,660 - mmaction - INFO - Epoch [6][1260/3757] lr: 1.000e-02, eta: 7 days, 18:10:14, time: 1.668, data_time: 0.010, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6617, loss_cls: 2.6461, loss: 2.6461, grad_norm: 5.5914 2020-07-25 13:48:41,514 - mmaction - INFO - Epoch [6][1280/3757] lr: 1.000e-02, eta: 7 days, 18:08:48, time: 1.749, data_time: 0.360, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6633, loss_cls: 2.6211, loss: 2.6211, grad_norm: 5.6517 2020-07-25 13:49:18,122 - mmaction - INFO - Epoch [6][1300/3757] lr: 1.000e-02, eta: 7 days, 18:07:49, time: 1.824, data_time: 0.124, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6734, loss_cls: 2.6252, loss: 2.6252, grad_norm: 5.6419 2020-07-25 13:49:52,663 - mmaction - INFO - Epoch [6][1320/3757] lr: 1.000e-02, eta: 7 days, 18:06:18, time: 1.733, data_time: 0.056, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6648, loss_cls: 2.6081, loss: 2.6081, grad_norm: 5.6236 2020-07-25 13:50:26,616 - mmaction - INFO - Epoch [6][1340/3757] lr: 1.000e-02, eta: 7 days, 18:04:33, time: 1.693, data_time: 0.010, memory: 5170, top1_acc: 0.3859, top5_acc: 0.6492, loss_cls: 2.7253, loss: 2.7253, grad_norm: 5.7097 2020-07-25 13:51:04,331 - mmaction - INFO - Epoch [6][1360/3757] lr: 1.000e-02, eta: 7 days, 18:03:57, time: 1.889, data_time: 0.026, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6664, loss_cls: 2.6510, loss: 2.6510, grad_norm: 5.6301 2020-07-25 13:51:40,116 - mmaction - INFO - Epoch [6][1380/3757] lr: 1.000e-02, eta: 7 days, 18:02:47, time: 1.792, data_time: 0.008, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6383, loss_cls: 2.8213, loss: 2.8213, grad_norm: 5.7021 2020-07-25 13:52:15,213 - mmaction - INFO - Epoch [6][1400/3757] lr: 1.000e-02, eta: 7 days, 18:01:24, time: 1.755, data_time: 0.008, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6469, loss_cls: 2.6989, loss: 2.6989, grad_norm: 5.5109 2020-07-25 13:52:47,953 - mmaction - INFO - Epoch [6][1420/3757] lr: 1.000e-02, eta: 7 days, 17:59:19, time: 1.635, data_time: 0.044, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6555, loss_cls: 2.6482, loss: 2.6482, grad_norm: 5.6805 2020-07-25 13:53:24,649 - mmaction - INFO - Epoch [6][1440/3757] lr: 1.000e-02, eta: 7 days, 17:58:22, time: 1.828, data_time: 0.492, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6703, loss_cls: 2.5999, loss: 2.5999, grad_norm: 5.6600 2020-07-25 13:53:59,421 - mmaction - INFO - Epoch [6][1460/3757] lr: 1.000e-02, eta: 7 days, 17:56:55, time: 1.745, data_time: 0.103, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6617, loss_cls: 2.5981, loss: 2.5981, grad_norm: 5.5913 2020-07-25 13:54:34,158 - mmaction - INFO - Epoch [6][1480/3757] lr: 1.000e-02, eta: 7 days, 17:55:25, time: 1.732, data_time: 0.038, memory: 5170, top1_acc: 0.3906, top5_acc: 0.6602, loss_cls: 2.6437, loss: 2.6437, grad_norm: 5.7374 2020-07-25 13:55:08,147 - mmaction - INFO - Epoch [6][1500/3757] lr: 1.000e-02, eta: 7 days, 17:53:45, time: 1.705, data_time: 0.009, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6523, loss_cls: 2.6719, loss: 2.6719, grad_norm: 5.6298 2020-07-25 13:55:44,957 - mmaction - INFO - Epoch [6][1520/3757] lr: 1.000e-02, eta: 7 days, 17:52:52, time: 1.841, data_time: 0.010, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6766, loss_cls: 2.5609, loss: 2.5609, grad_norm: 5.5874 2020-07-25 13:56:22,299 - mmaction - INFO - Epoch [6][1540/3757] lr: 1.000e-02, eta: 7 days, 17:52:08, time: 1.864, data_time: 0.013, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6672, loss_cls: 2.6309, loss: 2.6309, grad_norm: 5.6808 2020-07-25 13:56:53,366 - mmaction - INFO - Epoch [6][1560/3757] lr: 1.000e-02, eta: 7 days, 17:49:36, time: 1.554, data_time: 0.063, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6336, loss_cls: 2.7933, loss: 2.7933, grad_norm: 5.8646 2020-07-25 13:57:32,452 - mmaction - INFO - Epoch [6][1580/3757] lr: 1.000e-02, eta: 7 days, 17:49:22, time: 1.952, data_time: 0.561, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6680, loss_cls: 2.5988, loss: 2.5988, grad_norm: 5.5465 2020-07-25 13:58:09,032 - mmaction - INFO - Epoch [6][1600/3757] lr: 1.000e-02, eta: 7 days, 17:48:26, time: 1.830, data_time: 0.673, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6523, loss_cls: 2.7214, loss: 2.7214, grad_norm: 5.7659 2020-07-25 13:58:43,359 - mmaction - INFO - Epoch [6][1620/3757] lr: 1.000e-02, eta: 7 days, 17:46:52, time: 1.720, data_time: 0.455, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6578, loss_cls: 2.7154, loss: 2.7154, grad_norm: 5.7953 2020-07-25 13:59:18,228 - mmaction - INFO - Epoch [6][1640/3757] lr: 1.000e-02, eta: 7 days, 17:45:23, time: 1.734, data_time: 0.267, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6516, loss_cls: 2.6363, loss: 2.6363, grad_norm: 5.6952 2020-07-25 13:59:53,511 - mmaction - INFO - Epoch [6][1660/3757] lr: 1.000e-02, eta: 7 days, 17:44:07, time: 1.772, data_time: 0.049, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6570, loss_cls: 2.6849, loss: 2.6849, grad_norm: 5.7415 2020-07-25 14:00:29,672 - mmaction - INFO - Epoch [6][1680/3757] lr: 1.000e-02, eta: 7 days, 17:42:58, time: 1.793, data_time: 0.119, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6633, loss_cls: 2.6810, loss: 2.6810, grad_norm: 5.6984 2020-07-25 14:01:05,502 - mmaction - INFO - Epoch [6][1700/3757] lr: 1.000e-02, eta: 7 days, 17:41:55, time: 1.808, data_time: 0.029, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6531, loss_cls: 2.6887, loss: 2.6887, grad_norm: 5.7810 2020-07-25 14:01:41,436 - mmaction - INFO - Epoch [6][1720/3757] lr: 1.000e-02, eta: 7 days, 17:40:46, time: 1.792, data_time: 0.003, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6625, loss_cls: 2.6116, loss: 2.6116, grad_norm: 5.5551 2020-07-25 14:02:16,872 - mmaction - INFO - Epoch [6][1740/3757] lr: 1.000e-02, eta: 7 days, 17:39:32, time: 1.776, data_time: 0.010, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6797, loss_cls: 2.5262, loss: 2.5262, grad_norm: 5.4336 2020-07-25 14:02:50,068 - mmaction - INFO - Epoch [6][1760/3757] lr: 1.000e-02, eta: 7 days, 17:37:37, time: 1.660, data_time: 0.003, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6289, loss_cls: 2.8120, loss: 2.8120, grad_norm: 5.8421 2020-07-25 14:03:25,065 - mmaction - INFO - Epoch [6][1780/3757] lr: 1.000e-02, eta: 7 days, 17:36:12, time: 1.742, data_time: 0.008, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.6341, loss: 2.6341, grad_norm: 5.5433 2020-07-25 14:03:58,860 - mmaction - INFO - Epoch [6][1800/3757] lr: 1.000e-02, eta: 7 days, 17:34:30, time: 1.696, data_time: 0.078, memory: 5170, top1_acc: 0.3859, top5_acc: 0.6609, loss_cls: 2.7161, loss: 2.7161, grad_norm: 5.7316 2020-07-25 14:04:34,009 - mmaction - INFO - Epoch [6][1820/3757] lr: 1.000e-02, eta: 7 days, 17:33:07, time: 1.749, data_time: 0.009, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6492, loss_cls: 2.7007, loss: 2.7007, grad_norm: 5.6784 2020-07-25 14:05:09,000 - mmaction - INFO - Epoch [6][1840/3757] lr: 1.000e-02, eta: 7 days, 17:31:47, time: 1.759, data_time: 0.022, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6578, loss_cls: 2.6238, loss: 2.6238, grad_norm: 5.4634 2020-07-25 14:05:46,347 - mmaction - INFO - Epoch [6][1860/3757] lr: 1.000e-02, eta: 7 days, 17:31:05, time: 1.866, data_time: 0.010, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6648, loss_cls: 2.6367, loss: 2.6367, grad_norm: 5.5923 2020-07-25 14:06:22,742 - mmaction - INFO - Epoch [6][1880/3757] lr: 1.000e-02, eta: 7 days, 17:30:05, time: 1.817, data_time: 0.010, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6586, loss_cls: 2.6761, loss: 2.6761, grad_norm: 5.7607 2020-07-25 14:06:56,835 - mmaction - INFO - Epoch [6][1900/3757] lr: 1.000e-02, eta: 7 days, 17:28:25, time: 1.700, data_time: 0.008, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6672, loss_cls: 2.6042, loss: 2.6042, grad_norm: 5.7671 2020-07-25 14:07:30,434 - mmaction - INFO - Epoch [6][1920/3757] lr: 1.000e-02, eta: 7 days, 17:26:41, time: 1.686, data_time: 0.010, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6789, loss_cls: 2.5540, loss: 2.5540, grad_norm: 5.5959 2020-07-25 14:08:05,614 - mmaction - INFO - Epoch [6][1940/3757] lr: 1.000e-02, eta: 7 days, 17:25:20, time: 1.754, data_time: 0.040, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6773, loss_cls: 2.5772, loss: 2.5772, grad_norm: 5.6275 2020-07-25 14:08:42,547 - mmaction - INFO - Epoch [6][1960/3757] lr: 1.000e-02, eta: 7 days, 17:24:33, time: 1.851, data_time: 0.009, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6953, loss_cls: 2.5300, loss: 2.5300, grad_norm: 5.5626 2020-07-25 14:09:19,364 - mmaction - INFO - Epoch [6][1980/3757] lr: 1.000e-02, eta: 7 days, 17:23:41, time: 1.841, data_time: 0.009, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6656, loss_cls: 2.5946, loss: 2.5946, grad_norm: 5.6188 2020-07-25 14:09:51,083 - mmaction - INFO - Epoch [6][2000/3757] lr: 1.000e-02, eta: 7 days, 17:21:24, time: 1.587, data_time: 0.008, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6555, loss_cls: 2.6591, loss: 2.6591, grad_norm: 5.7935 2020-07-25 14:10:28,595 - mmaction - INFO - Epoch [6][2020/3757] lr: 1.000e-02, eta: 7 days, 17:20:43, time: 1.871, data_time: 0.008, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6422, loss_cls: 2.7029, loss: 2.7029, grad_norm: 5.6962 2020-07-25 14:11:02,345 - mmaction - INFO - Epoch [6][2040/3757] lr: 1.000e-02, eta: 7 days, 17:19:01, time: 1.690, data_time: 0.010, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6586, loss_cls: 2.5942, loss: 2.5942, grad_norm: 5.4803 2020-07-25 14:11:38,666 - mmaction - INFO - Epoch [6][2060/3757] lr: 1.000e-02, eta: 7 days, 17:18:01, time: 1.814, data_time: 0.006, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6695, loss_cls: 2.5750, loss: 2.5750, grad_norm: 5.7400 2020-07-25 14:12:14,136 - mmaction - INFO - Epoch [6][2080/3757] lr: 1.000e-02, eta: 7 days, 17:16:48, time: 1.776, data_time: 0.008, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.8077, loss: 2.8077, grad_norm: 5.7645 2020-07-25 14:12:49,670 - mmaction - INFO - Epoch [6][2100/3757] lr: 1.000e-02, eta: 7 days, 17:15:34, time: 1.772, data_time: 0.009, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6758, loss_cls: 2.6548, loss: 2.6548, grad_norm: 5.6975 2020-07-25 14:13:24,915 - mmaction - INFO - Epoch [6][2120/3757] lr: 1.000e-02, eta: 7 days, 17:14:16, time: 1.762, data_time: 0.008, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6914, loss_cls: 2.5367, loss: 2.5367, grad_norm: 5.5809 2020-07-25 14:13:59,699 - mmaction - INFO - Epoch [6][2140/3757] lr: 1.000e-02, eta: 7 days, 17:12:53, time: 1.744, data_time: 0.009, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6797, loss_cls: 2.5482, loss: 2.5482, grad_norm: 5.5318 2020-07-25 14:14:36,830 - mmaction - INFO - Epoch [6][2160/3757] lr: 1.000e-02, eta: 7 days, 17:12:07, time: 1.857, data_time: 0.010, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6859, loss_cls: 2.5742, loss: 2.5742, grad_norm: 5.6470 2020-07-25 14:15:11,824 - mmaction - INFO - Epoch [6][2180/3757] lr: 1.000e-02, eta: 7 days, 17:10:45, time: 1.748, data_time: 0.003, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6648, loss_cls: 2.6570, loss: 2.6570, grad_norm: 5.7473 2020-07-25 14:15:45,155 - mmaction - INFO - Epoch [6][2200/3757] lr: 1.000e-02, eta: 7 days, 17:08:56, time: 1.668, data_time: 0.044, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6656, loss_cls: 2.6310, loss: 2.6310, grad_norm: 5.7328 2020-07-25 14:16:22,782 - mmaction - INFO - Epoch [6][2220/3757] lr: 1.000e-02, eta: 7 days, 17:08:20, time: 1.882, data_time: 0.451, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6625, loss_cls: 2.6966, loss: 2.6966, grad_norm: 5.7633 2020-07-25 14:16:54,731 - mmaction - INFO - Epoch [6][2240/3757] lr: 1.000e-02, eta: 7 days, 17:06:07, time: 1.596, data_time: 0.003, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6469, loss_cls: 2.6560, loss: 2.6560, grad_norm: 5.6563 2020-07-25 14:17:28,409 - mmaction - INFO - Epoch [6][2260/3757] lr: 1.000e-02, eta: 7 days, 17:04:23, time: 1.683, data_time: 0.012, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6656, loss_cls: 2.6367, loss: 2.6367, grad_norm: 5.6295 2020-07-25 14:18:00,735 - mmaction - INFO - Epoch [6][2280/3757] lr: 1.000e-02, eta: 7 days, 17:02:18, time: 1.618, data_time: 0.038, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6875, loss_cls: 2.5288, loss: 2.5288, grad_norm: 5.7285 2020-07-25 14:18:37,385 - mmaction - INFO - Epoch [6][2300/3757] lr: 1.000e-02, eta: 7 days, 17:01:22, time: 1.825, data_time: 0.460, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6562, loss_cls: 2.6336, loss: 2.6336, grad_norm: 5.7486 2020-07-25 14:19:15,442 - mmaction - INFO - Epoch [6][2320/3757] lr: 1.000e-02, eta: 7 days, 17:00:56, time: 1.912, data_time: 0.988, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6516, loss_cls: 2.7424, loss: 2.7424, grad_norm: 5.7406 2020-07-25 14:19:51,020 - mmaction - INFO - Epoch [6][2340/3757] lr: 1.000e-02, eta: 7 days, 16:59:45, time: 1.778, data_time: 0.959, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6664, loss_cls: 2.6022, loss: 2.6022, grad_norm: 5.5023 2020-07-25 14:20:26,341 - mmaction - INFO - Epoch [6][2360/3757] lr: 1.000e-02, eta: 7 days, 16:58:28, time: 1.762, data_time: 1.132, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6578, loss_cls: 2.6342, loss: 2.6342, grad_norm: 5.5105 2020-07-25 14:21:01,834 - mmaction - INFO - Epoch [6][2380/3757] lr: 1.000e-02, eta: 7 days, 16:57:15, time: 1.772, data_time: 1.165, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6406, loss_cls: 2.7009, loss: 2.7009, grad_norm: 5.8152 2020-07-25 14:21:39,615 - mmaction - INFO - Epoch [6][2400/3757] lr: 1.000e-02, eta: 7 days, 16:56:42, time: 1.891, data_time: 1.223, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6562, loss_cls: 2.6201, loss: 2.6201, grad_norm: 5.6750 2020-07-25 14:22:12,961 - mmaction - INFO - Epoch [6][2420/3757] lr: 1.000e-02, eta: 7 days, 16:54:55, time: 1.673, data_time: 0.427, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6703, loss_cls: 2.6156, loss: 2.6156, grad_norm: 5.6201 2020-07-25 14:22:48,387 - mmaction - INFO - Epoch [6][2440/3757] lr: 1.000e-02, eta: 7 days, 16:53:41, time: 1.767, data_time: 0.050, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6648, loss_cls: 2.5905, loss: 2.5905, grad_norm: 5.6604 2020-07-25 14:23:20,706 - mmaction - INFO - Epoch [6][2460/3757] lr: 1.000e-02, eta: 7 days, 16:51:35, time: 1.613, data_time: 0.008, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6539, loss_cls: 2.6891, loss: 2.6891, grad_norm: 5.7143 2020-07-25 14:23:55,264 - mmaction - INFO - Epoch [6][2480/3757] lr: 1.000e-02, eta: 7 days, 16:50:10, time: 1.734, data_time: 0.009, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6625, loss_cls: 2.6410, loss: 2.6410, grad_norm: 5.6748 2020-07-25 14:24:31,479 - mmaction - INFO - Epoch [6][2500/3757] lr: 1.000e-02, eta: 7 days, 16:49:08, time: 1.805, data_time: 0.008, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6516, loss_cls: 2.7093, loss: 2.7093, grad_norm: 5.7025 2020-07-25 14:25:04,481 - mmaction - INFO - Epoch [6][2520/3757] lr: 1.000e-02, eta: 7 days, 16:47:17, time: 1.657, data_time: 0.009, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6625, loss_cls: 2.6301, loss: 2.6301, grad_norm: 5.6275 2020-07-25 14:25:40,664 - mmaction - INFO - Epoch [6][2540/3757] lr: 1.000e-02, eta: 7 days, 16:46:17, time: 1.808, data_time: 0.217, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6359, loss_cls: 2.7492, loss: 2.7492, grad_norm: 5.7996 2020-07-25 14:26:18,865 - mmaction - INFO - Epoch [6][2560/3757] lr: 1.000e-02, eta: 7 days, 16:45:49, time: 1.908, data_time: 0.077, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6625, loss_cls: 2.6004, loss: 2.6004, grad_norm: 5.5596 2020-07-25 14:26:54,236 - mmaction - INFO - Epoch [6][2580/3757] lr: 1.000e-02, eta: 7 days, 16:44:37, time: 1.772, data_time: 0.008, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6664, loss_cls: 2.6186, loss: 2.6186, grad_norm: 5.5844 2020-07-25 14:27:28,625 - mmaction - INFO - Epoch [6][2600/3757] lr: 1.000e-02, eta: 7 days, 16:43:06, time: 1.716, data_time: 0.006, memory: 5170, top1_acc: 0.3906, top5_acc: 0.6352, loss_cls: 2.7102, loss: 2.7102, grad_norm: 5.6401 2020-07-25 14:28:02,736 - mmaction - INFO - Epoch [6][2620/3757] lr: 1.000e-02, eta: 7 days, 16:41:32, time: 1.708, data_time: 0.011, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6687, loss_cls: 2.6388, loss: 2.6388, grad_norm: 5.5936 2020-07-25 14:28:39,058 - mmaction - INFO - Epoch [6][2640/3757] lr: 1.000e-02, eta: 7 days, 16:40:34, time: 1.813, data_time: 0.029, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6547, loss_cls: 2.7397, loss: 2.7397, grad_norm: 5.6952 2020-07-25 14:29:12,376 - mmaction - INFO - Epoch [6][2660/3757] lr: 1.000e-02, eta: 7 days, 16:38:48, time: 1.670, data_time: 0.243, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6398, loss_cls: 2.6733, loss: 2.6733, grad_norm: 5.5391 2020-07-25 14:29:47,781 - mmaction - INFO - Epoch [6][2680/3757] lr: 1.000e-02, eta: 7 days, 16:37:32, time: 1.761, data_time: 0.327, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6367, loss_cls: 2.7106, loss: 2.7106, grad_norm: 5.5976 2020-07-25 14:30:25,355 - mmaction - INFO - Epoch [6][2700/3757] lr: 1.000e-02, eta: 7 days, 16:36:58, time: 1.886, data_time: 0.012, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6742, loss_cls: 2.5989, loss: 2.5989, grad_norm: 5.6453 2020-07-25 14:30:59,010 - mmaction - INFO - Epoch [6][2720/3757] lr: 1.000e-02, eta: 7 days, 16:35:17, time: 1.685, data_time: 0.006, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6687, loss_cls: 2.6372, loss: 2.6372, grad_norm: 5.6788 2020-07-25 14:31:35,395 - mmaction - INFO - Epoch [6][2740/3757] lr: 1.000e-02, eta: 7 days, 16:34:20, time: 1.814, data_time: 0.010, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6781, loss_cls: 2.5749, loss: 2.5749, grad_norm: 5.6787 2020-07-25 14:32:09,747 - mmaction - INFO - Epoch [6][2760/3757] lr: 1.000e-02, eta: 7 days, 16:32:50, time: 1.717, data_time: 0.009, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6609, loss_cls: 2.6356, loss: 2.6356, grad_norm: 5.6460 2020-07-25 14:32:42,891 - mmaction - INFO - Epoch [6][2780/3757] lr: 1.000e-02, eta: 7 days, 16:31:02, time: 1.663, data_time: 0.008, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6695, loss_cls: 2.6203, loss: 2.6203, grad_norm: 5.5500 2020-07-25 14:33:17,880 - mmaction - INFO - Epoch [6][2800/3757] lr: 1.000e-02, eta: 7 days, 16:29:43, time: 1.749, data_time: 0.003, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6547, loss_cls: 2.7279, loss: 2.7279, grad_norm: 5.5596 2020-07-25 14:33:53,519 - mmaction - INFO - Epoch [6][2820/3757] lr: 1.000e-02, eta: 7 days, 16:28:34, time: 1.779, data_time: 0.003, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6594, loss_cls: 2.6199, loss: 2.6199, grad_norm: 5.6511 2020-07-25 14:34:28,561 - mmaction - INFO - Epoch [6][2840/3757] lr: 1.000e-02, eta: 7 days, 16:27:15, time: 1.747, data_time: 0.008, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6695, loss_cls: 2.6297, loss: 2.6297, grad_norm: 5.8264 2020-07-25 14:35:02,316 - mmaction - INFO - Epoch [6][2860/3757] lr: 1.000e-02, eta: 7 days, 16:25:37, time: 1.692, data_time: 0.010, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6477, loss_cls: 2.6467, loss: 2.6467, grad_norm: 5.5045 2020-07-25 14:35:38,303 - mmaction - INFO - Epoch [6][2880/3757] lr: 1.000e-02, eta: 7 days, 16:24:35, time: 1.801, data_time: 0.005, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6656, loss_cls: 2.6365, loss: 2.6365, grad_norm: 5.7167 2020-07-25 14:36:14,654 - mmaction - INFO - Epoch [6][2900/3757] lr: 1.000e-02, eta: 7 days, 16:23:39, time: 1.817, data_time: 0.010, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6797, loss_cls: 2.5836, loss: 2.5836, grad_norm: 5.7207 2020-07-25 14:36:49,270 - mmaction - INFO - Epoch [6][2920/3757] lr: 1.000e-02, eta: 7 days, 16:22:14, time: 1.729, data_time: 0.018, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6555, loss_cls: 2.6204, loss: 2.6204, grad_norm: 5.6816 2020-07-25 14:37:23,554 - mmaction - INFO - Epoch [6][2940/3757] lr: 1.000e-02, eta: 7 days, 16:20:44, time: 1.716, data_time: 0.007, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6594, loss_cls: 2.6445, loss: 2.6445, grad_norm: 5.5868 2020-07-25 14:37:55,918 - mmaction - INFO - Epoch [6][2960/3757] lr: 1.000e-02, eta: 7 days, 16:18:42, time: 1.615, data_time: 0.011, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6586, loss_cls: 2.6583, loss: 2.6583, grad_norm: 5.5997 2020-07-25 14:38:34,573 - mmaction - INFO - Epoch [6][2980/3757] lr: 1.000e-02, eta: 7 days, 16:18:22, time: 1.927, data_time: 0.008, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6742, loss_cls: 2.6292, loss: 2.6292, grad_norm: 5.6216 2020-07-25 14:39:08,752 - mmaction - INFO - Epoch [6][3000/3757] lr: 1.000e-02, eta: 7 days, 16:16:54, time: 1.719, data_time: 0.013, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6547, loss_cls: 2.6253, loss: 2.6253, grad_norm: 5.6268 2020-07-25 14:39:42,662 - mmaction - INFO - Epoch [6][3020/3757] lr: 1.000e-02, eta: 7 days, 16:15:16, time: 1.688, data_time: 0.008, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6570, loss_cls: 2.6447, loss: 2.6447, grad_norm: 5.6815 2020-07-25 14:40:17,660 - mmaction - INFO - Epoch [6][3040/3757] lr: 1.000e-02, eta: 7 days, 16:14:00, time: 1.754, data_time: 0.011, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6562, loss_cls: 2.7140, loss: 2.7140, grad_norm: 5.6327 2020-07-25 14:40:52,416 - mmaction - INFO - Epoch [6][3060/3757] lr: 1.000e-02, eta: 7 days, 16:12:38, time: 1.737, data_time: 0.008, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6703, loss_cls: 2.6721, loss: 2.6721, grad_norm: 5.7876 2020-07-25 14:41:24,939 - mmaction - INFO - Epoch [6][3080/3757] lr: 1.000e-02, eta: 7 days, 16:10:39, time: 1.623, data_time: 0.009, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6547, loss_cls: 2.7038, loss: 2.7038, grad_norm: 5.5295 2020-07-25 14:42:03,605 - mmaction - INFO - Epoch [6][3100/3757] lr: 1.000e-02, eta: 7 days, 16:10:21, time: 1.935, data_time: 0.010, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6711, loss_cls: 2.5405, loss: 2.5405, grad_norm: 5.3474 2020-07-25 14:42:38,508 - mmaction - INFO - Epoch [6][3120/3757] lr: 1.000e-02, eta: 7 days, 16:09:04, time: 1.750, data_time: 0.009, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6656, loss_cls: 2.6290, loss: 2.6290, grad_norm: 5.5061 2020-07-25 14:43:13,372 - mmaction - INFO - Epoch [6][3140/3757] lr: 1.000e-02, eta: 7 days, 16:07:43, time: 1.741, data_time: 0.008, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6633, loss_cls: 2.6229, loss: 2.6229, grad_norm: 5.5675 2020-07-25 14:43:48,885 - mmaction - INFO - Epoch [6][3160/3757] lr: 1.000e-02, eta: 7 days, 16:06:35, time: 1.777, data_time: 0.013, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6633, loss_cls: 2.6750, loss: 2.6750, grad_norm: 5.6299 2020-07-25 14:44:23,541 - mmaction - INFO - Epoch [6][3180/3757] lr: 1.000e-02, eta: 7 days, 16:05:12, time: 1.734, data_time: 0.009, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6695, loss_cls: 2.6052, loss: 2.6052, grad_norm: 5.5679 2020-07-25 14:45:00,586 - mmaction - INFO - Epoch [6][3200/3757] lr: 1.000e-02, eta: 7 days, 16:04:28, time: 1.852, data_time: 0.003, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6711, loss_cls: 2.6453, loss: 2.6453, grad_norm: 5.6892 2020-07-25 14:45:35,631 - mmaction - INFO - Epoch [6][3220/3757] lr: 1.000e-02, eta: 7 days, 16:03:10, time: 1.749, data_time: 0.008, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6758, loss_cls: 2.6485, loss: 2.6485, grad_norm: 5.7030 2020-07-25 14:46:09,268 - mmaction - INFO - Epoch [6][3240/3757] lr: 1.000e-02, eta: 7 days, 16:01:32, time: 1.683, data_time: 0.052, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6617, loss_cls: 2.6893, loss: 2.6893, grad_norm: 5.7952 2020-07-25 14:46:42,379 - mmaction - INFO - Epoch [6][3260/3757] lr: 1.000e-02, eta: 7 days, 15:59:45, time: 1.658, data_time: 0.010, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6555, loss_cls: 2.6685, loss: 2.6685, grad_norm: 5.6183 2020-07-25 14:47:17,751 - mmaction - INFO - Epoch [6][3280/3757] lr: 1.000e-02, eta: 7 days, 15:58:32, time: 1.763, data_time: 0.008, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6773, loss_cls: 2.5410, loss: 2.5410, grad_norm: 5.5823 2020-07-25 14:47:53,000 - mmaction - INFO - Epoch [6][3300/3757] lr: 1.000e-02, eta: 7 days, 15:57:21, time: 1.766, data_time: 0.464, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6586, loss_cls: 2.6630, loss: 2.6630, grad_norm: 5.7019 2020-07-25 14:48:26,997 - mmaction - INFO - Epoch [6][3320/3757] lr: 1.000e-02, eta: 7 days, 15:55:49, time: 1.702, data_time: 0.740, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6609, loss_cls: 2.6400, loss: 2.6400, grad_norm: 5.7149 2020-07-25 14:49:02,654 - mmaction - INFO - Epoch [6][3340/3757] lr: 1.000e-02, eta: 7 days, 15:54:39, time: 1.773, data_time: 0.655, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6625, loss_cls: 2.6160, loss: 2.6160, grad_norm: 5.5879 2020-07-25 14:49:36,147 - mmaction - INFO - Epoch [6][3360/3757] lr: 1.000e-02, eta: 7 days, 15:53:02, time: 1.685, data_time: 0.689, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6617, loss_cls: 2.6550, loss: 2.6550, grad_norm: 5.5603 2020-07-25 14:50:15,321 - mmaction - INFO - Epoch [6][3380/3757] lr: 1.000e-02, eta: 7 days, 15:52:51, time: 1.955, data_time: 0.085, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6586, loss_cls: 2.6603, loss: 2.6603, grad_norm: 5.8947 2020-07-25 14:50:48,344 - mmaction - INFO - Epoch [6][3400/3757] lr: 1.000e-02, eta: 7 days, 15:51:04, time: 1.655, data_time: 0.637, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6617, loss_cls: 2.7025, loss: 2.7025, grad_norm: 5.6209 2020-07-25 14:51:19,985 - mmaction - INFO - Epoch [6][3420/3757] lr: 1.000e-02, eta: 7 days, 15:48:52, time: 1.576, data_time: 0.009, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6438, loss_cls: 2.6578, loss: 2.6578, grad_norm: 5.6330 2020-07-25 14:51:58,918 - mmaction - INFO - Epoch [6][3440/3757] lr: 1.000e-02, eta: 7 days, 15:48:40, time: 1.951, data_time: 0.021, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6898, loss_cls: 2.5311, loss: 2.5311, grad_norm: 5.5516 2020-07-25 14:52:35,243 - mmaction - INFO - Epoch [6][3460/3757] lr: 1.000e-02, eta: 7 days, 15:47:45, time: 1.817, data_time: 0.118, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6836, loss_cls: 2.6400, loss: 2.6400, grad_norm: 5.7159 2020-07-25 14:53:07,702 - mmaction - INFO - Epoch [6][3480/3757] lr: 1.000e-02, eta: 7 days, 15:45:48, time: 1.623, data_time: 0.068, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6672, loss_cls: 2.6169, loss: 2.6169, grad_norm: 5.6307 2020-07-25 14:53:44,581 - mmaction - INFO - Epoch [6][3500/3757] lr: 1.000e-02, eta: 7 days, 15:45:02, time: 1.845, data_time: 0.004, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6781, loss_cls: 2.5797, loss: 2.5797, grad_norm: 5.5543 2020-07-25 14:54:19,726 - mmaction - INFO - Epoch [6][3520/3757] lr: 1.000e-02, eta: 7 days, 15:43:49, time: 1.757, data_time: 0.008, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6836, loss_cls: 2.5594, loss: 2.5594, grad_norm: 5.6501 2020-07-25 14:54:51,501 - mmaction - INFO - Epoch [6][3540/3757] lr: 1.000e-02, eta: 7 days, 15:41:42, time: 1.589, data_time: 0.003, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6672, loss_cls: 2.6484, loss: 2.6484, grad_norm: 5.7444 2020-07-25 14:55:27,384 - mmaction - INFO - Epoch [6][3560/3757] lr: 1.000e-02, eta: 7 days, 15:40:38, time: 1.787, data_time: 0.015, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6500, loss_cls: 2.7068, loss: 2.7068, grad_norm: 5.7193 2020-07-25 14:56:02,344 - mmaction - INFO - Epoch [6][3580/3757] lr: 1.000e-02, eta: 7 days, 15:39:24, time: 1.756, data_time: 0.182, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6672, loss_cls: 2.6446, loss: 2.6446, grad_norm: 5.7788 2020-07-25 14:56:38,393 - mmaction - INFO - Epoch [6][3600/3757] lr: 1.000e-02, eta: 7 days, 15:38:24, time: 1.802, data_time: 0.088, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6727, loss_cls: 2.6559, loss: 2.6559, grad_norm: 5.6707 2020-07-25 14:57:10,166 - mmaction - INFO - Epoch [6][3620/3757] lr: 1.000e-02, eta: 7 days, 15:36:17, time: 1.588, data_time: 0.008, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6625, loss_cls: 2.6580, loss: 2.6580, grad_norm: 5.4688 2020-07-25 14:57:46,882 - mmaction - INFO - Epoch [6][3640/3757] lr: 1.000e-02, eta: 7 days, 15:35:29, time: 1.837, data_time: 0.380, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6625, loss_cls: 2.6530, loss: 2.6530, grad_norm: 5.6535 2020-07-25 14:58:22,077 - mmaction - INFO - Epoch [6][3660/3757] lr: 1.000e-02, eta: 7 days, 15:34:17, time: 1.760, data_time: 0.137, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6547, loss_cls: 2.6173, loss: 2.6173, grad_norm: 5.5961 2020-07-25 14:58:56,963 - mmaction - INFO - Epoch [6][3680/3757] lr: 1.000e-02, eta: 7 days, 15:33:00, time: 1.743, data_time: 0.147, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6625, loss_cls: 2.5905, loss: 2.5905, grad_norm: 5.4820 2020-07-25 14:59:32,862 - mmaction - INFO - Epoch [6][3700/3757] lr: 1.000e-02, eta: 7 days, 15:31:57, time: 1.791, data_time: 0.003, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6570, loss_cls: 2.6207, loss: 2.6207, grad_norm: 5.7784 2020-07-25 15:00:09,330 - mmaction - INFO - Epoch [6][3720/3757] lr: 1.000e-02, eta: 7 days, 15:31:05, time: 1.823, data_time: 0.008, memory: 5170, top1_acc: 0.3836, top5_acc: 0.6438, loss_cls: 2.8059, loss: 2.8059, grad_norm: 5.8677 2020-07-25 15:00:43,946 - mmaction - INFO - Epoch [6][3740/3757] lr: 1.000e-02, eta: 7 days, 15:29:45, time: 1.735, data_time: 0.015, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6477, loss_cls: 2.6505, loss: 2.6505, grad_norm: 5.5304 2020-07-25 15:01:07,571 - mmaction - INFO - Saving checkpoint at 6 epochs 2020-07-25 15:01:59,319 - mmaction - INFO - Epoch [7][20/3757] lr: 1.000e-02, eta: 7 days, 15:23:37, time: 2.507, data_time: 1.489, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6656, loss_cls: 2.6425, loss: 2.6425, grad_norm: 5.7737 2020-07-25 15:02:34,350 - mmaction - INFO - Epoch [7][40/3757] lr: 1.000e-02, eta: 7 days, 15:22:23, time: 1.752, data_time: 1.017, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6531, loss_cls: 2.6450, loss: 2.6450, grad_norm: 5.4947 2020-07-25 15:03:11,017 - mmaction - INFO - Epoch [7][60/3757] lr: 1.000e-02, eta: 7 days, 15:21:36, time: 1.840, data_time: 0.936, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6789, loss_cls: 2.5473, loss: 2.5473, grad_norm: 5.4649 2020-07-25 15:03:44,687 - mmaction - INFO - Epoch [7][80/3757] lr: 1.000e-02, eta: 7 days, 15:20:01, time: 1.685, data_time: 0.456, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6609, loss_cls: 2.6117, loss: 2.6117, grad_norm: 5.7680 2020-07-25 15:04:22,200 - mmaction - INFO - Epoch [7][100/3757] lr: 1.000e-02, eta: 7 days, 15:19:26, time: 1.875, data_time: 1.039, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6594, loss_cls: 2.6208, loss: 2.6208, grad_norm: 5.6256 2020-07-25 15:04:55,563 - mmaction - INFO - Epoch [7][120/3757] lr: 1.000e-02, eta: 7 days, 15:17:45, time: 1.667, data_time: 0.998, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6852, loss_cls: 2.5177, loss: 2.5177, grad_norm: 5.5281 2020-07-25 15:05:30,488 - mmaction - INFO - Epoch [7][140/3757] lr: 1.000e-02, eta: 7 days, 15:16:29, time: 1.744, data_time: 1.161, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6898, loss_cls: 2.5225, loss: 2.5225, grad_norm: 5.5813 2020-07-25 15:06:04,375 - mmaction - INFO - Epoch [7][160/3757] lr: 1.000e-02, eta: 7 days, 15:14:56, time: 1.691, data_time: 0.819, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6797, loss_cls: 2.5436, loss: 2.5436, grad_norm: 5.6084 2020-07-25 15:06:41,361 - mmaction - INFO - Epoch [7][180/3757] lr: 1.000e-02, eta: 7 days, 15:14:15, time: 1.856, data_time: 0.160, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6805, loss_cls: 2.5423, loss: 2.5423, grad_norm: 5.6410 2020-07-25 15:07:16,208 - mmaction - INFO - Epoch [7][200/3757] lr: 1.000e-02, eta: 7 days, 15:12:58, time: 1.740, data_time: 0.035, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6492, loss_cls: 2.6458, loss: 2.6458, grad_norm: 5.7510 2020-07-25 15:07:53,461 - mmaction - INFO - Epoch [7][220/3757] lr: 1.000e-02, eta: 7 days, 15:12:19, time: 1.864, data_time: 0.007, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6687, loss_cls: 2.5691, loss: 2.5691, grad_norm: 5.6836 2020-07-25 15:08:27,234 - mmaction - INFO - Epoch [7][240/3757] lr: 1.000e-02, eta: 7 days, 15:10:46, time: 1.689, data_time: 0.002, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6719, loss_cls: 2.5923, loss: 2.5923, grad_norm: 5.5713 2020-07-25 15:09:02,265 - mmaction - INFO - Epoch [7][260/3757] lr: 1.000e-02, eta: 7 days, 15:09:30, time: 1.743, data_time: 0.008, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6547, loss_cls: 2.6114, loss: 2.6114, grad_norm: 5.6607 2020-07-25 15:09:37,620 - mmaction - INFO - Epoch [7][280/3757] lr: 1.000e-02, eta: 7 days, 15:08:24, time: 1.775, data_time: 0.012, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6906, loss_cls: 2.5455, loss: 2.5455, grad_norm: 5.6285 2020-07-25 15:10:11,415 - mmaction - INFO - Epoch [7][300/3757] lr: 1.000e-02, eta: 7 days, 15:06:51, time: 1.688, data_time: 0.008, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6672, loss_cls: 2.6123, loss: 2.6123, grad_norm: 5.5880 2020-07-25 15:10:51,336 - mmaction - INFO - Epoch [7][320/3757] lr: 1.000e-02, eta: 7 days, 15:06:53, time: 1.998, data_time: 0.071, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6789, loss_cls: 2.5936, loss: 2.5936, grad_norm: 5.6116 2020-07-25 15:11:25,437 - mmaction - INFO - Epoch [7][340/3757] lr: 1.000e-02, eta: 7 days, 15:05:26, time: 1.705, data_time: 0.008, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6875, loss_cls: 2.5382, loss: 2.5382, grad_norm: 5.5610 2020-07-25 15:12:00,760 - mmaction - INFO - Epoch [7][360/3757] lr: 1.000e-02, eta: 7 days, 15:04:17, time: 1.766, data_time: 0.002, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6852, loss_cls: 2.5454, loss: 2.5454, grad_norm: 5.6725 2020-07-25 15:12:33,405 - mmaction - INFO - Epoch [7][380/3757] lr: 1.000e-02, eta: 7 days, 15:02:25, time: 1.627, data_time: 0.007, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6766, loss_cls: 2.5770, loss: 2.5770, grad_norm: 5.7291 2020-07-25 15:13:07,878 - mmaction - INFO - Epoch [7][400/3757] lr: 1.000e-02, eta: 7 days, 15:01:05, time: 1.729, data_time: 0.030, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6594, loss_cls: 2.6553, loss: 2.6553, grad_norm: 5.6978 2020-07-25 15:13:42,221 - mmaction - INFO - Epoch [7][420/3757] lr: 1.000e-02, eta: 7 days, 14:59:41, time: 1.716, data_time: 0.002, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6727, loss_cls: 2.6102, loss: 2.6102, grad_norm: 5.7145 2020-07-25 15:14:17,408 - mmaction - INFO - Epoch [7][440/3757] lr: 1.000e-02, eta: 7 days, 14:58:28, time: 1.752, data_time: 0.095, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6914, loss_cls: 2.6021, loss: 2.6021, grad_norm: 5.7927 2020-07-25 15:14:51,096 - mmaction - INFO - Epoch [7][460/3757] lr: 1.000e-02, eta: 7 days, 14:56:57, time: 1.690, data_time: 0.043, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6766, loss_cls: 2.5769, loss: 2.5769, grad_norm: 5.5652 2020-07-25 15:15:26,338 - mmaction - INFO - Epoch [7][480/3757] lr: 1.000e-02, eta: 7 days, 14:55:45, time: 1.756, data_time: 0.146, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6727, loss_cls: 2.5861, loss: 2.5861, grad_norm: 5.6913 2020-07-25 15:16:04,583 - mmaction - INFO - Epoch [7][500/3757] lr: 1.000e-02, eta: 7 days, 14:55:23, time: 1.916, data_time: 0.032, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6539, loss_cls: 2.6428, loss: 2.6428, grad_norm: 5.6117 2020-07-25 15:16:38,976 - mmaction - INFO - Epoch [7][520/3757] lr: 1.000e-02, eta: 7 days, 14:54:01, time: 1.722, data_time: 0.006, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6687, loss_cls: 2.5804, loss: 2.5804, grad_norm: 5.5228 2020-07-25 15:17:13,859 - mmaction - INFO - Epoch [7][540/3757] lr: 1.000e-02, eta: 7 days, 14:52:44, time: 1.738, data_time: 0.008, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6805, loss_cls: 2.5449, loss: 2.5449, grad_norm: 5.6328 2020-07-25 15:17:45,653 - mmaction - INFO - Epoch [7][560/3757] lr: 1.000e-02, eta: 7 days, 14:50:45, time: 1.598, data_time: 0.011, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6867, loss_cls: 2.5044, loss: 2.5044, grad_norm: 5.6197 2020-07-25 15:18:21,427 - mmaction - INFO - Epoch [7][580/3757] lr: 1.000e-02, eta: 7 days, 14:49:43, time: 1.788, data_time: 0.017, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6750, loss_cls: 2.5413, loss: 2.5413, grad_norm: 5.7120 2020-07-25 15:18:57,114 - mmaction - INFO - Epoch [7][600/3757] lr: 1.000e-02, eta: 7 days, 14:48:41, time: 1.785, data_time: 0.004, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6695, loss_cls: 2.6201, loss: 2.6201, grad_norm: 5.6350 2020-07-25 15:19:34,212 - mmaction - INFO - Epoch [7][620/3757] lr: 1.000e-02, eta: 7 days, 14:47:59, time: 1.850, data_time: 0.007, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6602, loss_cls: 2.5671, loss: 2.5671, grad_norm: 5.5870 2020-07-25 15:20:05,973 - mmaction - INFO - Epoch [7][640/3757] lr: 1.000e-02, eta: 7 days, 14:45:57, time: 1.589, data_time: 0.040, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6594, loss_cls: 2.6508, loss: 2.6508, grad_norm: 5.6727 2020-07-25 15:20:43,093 - mmaction - INFO - Epoch [7][660/3757] lr: 1.000e-02, eta: 7 days, 14:45:18, time: 1.859, data_time: 0.296, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6695, loss_cls: 2.5481, loss: 2.5481, grad_norm: 5.5462 2020-07-25 15:21:17,550 - mmaction - INFO - Epoch [7][680/3757] lr: 1.000e-02, eta: 7 days, 14:43:54, time: 1.715, data_time: 0.546, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6703, loss_cls: 2.6204, loss: 2.6204, grad_norm: 5.6388 2020-07-25 15:21:50,821 - mmaction - INFO - Epoch [7][700/3757] lr: 1.000e-02, eta: 7 days, 14:42:17, time: 1.670, data_time: 0.167, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.6091, loss: 2.6091, grad_norm: 5.6802 2020-07-25 15:22:25,311 - mmaction - INFO - Epoch [7][720/3757] lr: 1.000e-02, eta: 7 days, 14:40:57, time: 1.723, data_time: 0.145, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6883, loss_cls: 2.5190, loss: 2.5190, grad_norm: 5.7371 2020-07-25 15:23:02,020 - mmaction - INFO - Epoch [7][740/3757] lr: 1.000e-02, eta: 7 days, 14:40:11, time: 1.837, data_time: 0.005, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6727, loss_cls: 2.5874, loss: 2.5874, grad_norm: 5.6939 2020-07-25 15:23:36,515 - mmaction - INFO - Epoch [7][760/3757] lr: 1.000e-02, eta: 7 days, 14:38:51, time: 1.726, data_time: 0.009, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6805, loss_cls: 2.5044, loss: 2.5044, grad_norm: 5.6342 2020-07-25 15:24:12,756 - mmaction - INFO - Epoch [7][780/3757] lr: 1.000e-02, eta: 7 days, 14:37:57, time: 1.812, data_time: 0.003, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6555, loss_cls: 2.6041, loss: 2.6041, grad_norm: 5.8016 2020-07-25 15:24:47,342 - mmaction - INFO - Epoch [7][800/3757] lr: 1.000e-02, eta: 7 days, 14:36:36, time: 1.722, data_time: 0.008, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6703, loss_cls: 2.5976, loss: 2.5976, grad_norm: 5.7535 2020-07-25 15:25:20,785 - mmaction - INFO - Epoch [7][820/3757] lr: 1.000e-02, eta: 7 days, 14:35:00, time: 1.671, data_time: 0.034, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.6716, loss: 2.6716, grad_norm: 5.8045 2020-07-25 15:25:56,675 - mmaction - INFO - Epoch [7][840/3757] lr: 1.000e-02, eta: 7 days, 14:34:04, time: 1.803, data_time: 0.193, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6766, loss_cls: 2.5701, loss: 2.5701, grad_norm: 5.5366 2020-07-25 15:26:32,386 - mmaction - INFO - Epoch [7][860/3757] lr: 1.000e-02, eta: 7 days, 14:33:01, time: 1.781, data_time: 0.064, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6508, loss_cls: 2.6250, loss: 2.6250, grad_norm: 5.6255 2020-07-25 15:27:06,470 - mmaction - INFO - Epoch [7][880/3757] lr: 1.000e-02, eta: 7 days, 14:31:36, time: 1.707, data_time: 0.541, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6617, loss_cls: 2.6061, loss: 2.6061, grad_norm: 5.5896 2020-07-25 15:27:41,219 - mmaction - INFO - Epoch [7][900/3757] lr: 1.000e-02, eta: 7 days, 14:30:19, time: 1.733, data_time: 0.009, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6852, loss_cls: 2.4872, loss: 2.4872, grad_norm: 5.5299 2020-07-25 15:28:19,631 - mmaction - INFO - Epoch [7][920/3757] lr: 1.000e-02, eta: 7 days, 14:30:01, time: 1.927, data_time: 0.010, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6656, loss_cls: 2.6038, loss: 2.6038, grad_norm: 5.6401 2020-07-25 15:28:54,997 - mmaction - INFO - Epoch [7][940/3757] lr: 1.000e-02, eta: 7 days, 14:28:52, time: 1.761, data_time: 0.007, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6891, loss_cls: 2.5064, loss: 2.5064, grad_norm: 5.5517 2020-07-25 15:29:27,745 - mmaction - INFO - Epoch [7][960/3757] lr: 1.000e-02, eta: 7 days, 14:27:08, time: 1.644, data_time: 0.010, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6734, loss_cls: 2.5516, loss: 2.5516, grad_norm: 5.6091 2020-07-25 15:30:06,317 - mmaction - INFO - Epoch [7][980/3757] lr: 1.000e-02, eta: 7 days, 14:26:50, time: 1.928, data_time: 0.009, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6766, loss_cls: 2.5877, loss: 2.5877, grad_norm: 5.5447 2020-07-25 15:30:41,031 - mmaction - INFO - Epoch [7][1000/3757] lr: 1.000e-02, eta: 7 days, 14:25:34, time: 1.735, data_time: 0.004, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6687, loss_cls: 2.5836, loss: 2.5836, grad_norm: 5.5725 2020-07-25 15:31:16,957 - mmaction - INFO - Epoch [7][1020/3757] lr: 1.000e-02, eta: 7 days, 14:24:36, time: 1.795, data_time: 0.101, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6852, loss_cls: 2.5351, loss: 2.5351, grad_norm: 5.5371 2020-07-25 15:31:50,643 - mmaction - INFO - Epoch [7][1040/3757] lr: 1.000e-02, eta: 7 days, 14:23:05, time: 1.686, data_time: 0.008, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6586, loss_cls: 2.6257, loss: 2.6257, grad_norm: 5.6555 2020-07-25 15:32:29,322 - mmaction - INFO - Epoch [7][1060/3757] lr: 1.000e-02, eta: 7 days, 14:22:47, time: 1.928, data_time: 0.026, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6680, loss_cls: 2.5965, loss: 2.5965, grad_norm: 5.6066 2020-07-25 15:33:01,939 - mmaction - INFO - Epoch [7][1080/3757] lr: 1.000e-02, eta: 7 days, 14:21:01, time: 1.636, data_time: 0.010, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6758, loss_cls: 2.5492, loss: 2.5492, grad_norm: 5.6912 2020-07-25 15:33:38,539 - mmaction - INFO - Epoch [7][1100/3757] lr: 1.000e-02, eta: 7 days, 14:20:12, time: 1.825, data_time: 0.009, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6852, loss_cls: 2.5907, loss: 2.5907, grad_norm: 5.7644 2020-07-25 15:34:16,894 - mmaction - INFO - Epoch [7][1120/3757] lr: 1.000e-02, eta: 7 days, 14:19:51, time: 1.918, data_time: 0.011, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6547, loss_cls: 2.6458, loss: 2.6458, grad_norm: 5.7098 2020-07-25 15:34:52,368 - mmaction - INFO - Epoch [7][1140/3757] lr: 1.000e-02, eta: 7 days, 14:18:47, time: 1.775, data_time: 0.009, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6820, loss_cls: 2.5093, loss: 2.5093, grad_norm: 5.5559 2020-07-25 15:35:27,941 - mmaction - INFO - Epoch [7][1160/3757] lr: 1.000e-02, eta: 7 days, 14:17:45, time: 1.783, data_time: 0.013, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6773, loss_cls: 2.5467, loss: 2.5467, grad_norm: 5.6997 2020-07-25 15:36:00,283 - mmaction - INFO - Epoch [7][1180/3757] lr: 1.000e-02, eta: 7 days, 14:15:55, time: 1.616, data_time: 0.014, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6836, loss_cls: 2.4755, loss: 2.4755, grad_norm: 5.4380 2020-07-25 15:36:33,777 - mmaction - INFO - Epoch [7][1200/3757] lr: 1.000e-02, eta: 7 days, 14:14:19, time: 1.669, data_time: 0.207, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6742, loss_cls: 2.5827, loss: 2.5827, grad_norm: 5.5689 2020-07-25 15:37:08,176 - mmaction - INFO - Epoch [7][1220/3757] lr: 1.000e-02, eta: 7 days, 14:13:02, time: 1.727, data_time: 0.522, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6734, loss_cls: 2.6143, loss: 2.6143, grad_norm: 5.7418 2020-07-25 15:37:44,140 - mmaction - INFO - Epoch [7][1240/3757] lr: 1.000e-02, eta: 7 days, 14:12:02, time: 1.790, data_time: 0.009, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6594, loss_cls: 2.6456, loss: 2.6456, grad_norm: 5.6754 2020-07-25 15:38:16,493 - mmaction - INFO - Epoch [7][1260/3757] lr: 1.000e-02, eta: 7 days, 14:10:15, time: 1.626, data_time: 0.019, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6742, loss_cls: 2.5473, loss: 2.5473, grad_norm: 5.6042 2020-07-25 15:38:52,313 - mmaction - INFO - Epoch [7][1280/3757] lr: 1.000e-02, eta: 7 days, 14:09:14, time: 1.783, data_time: 0.017, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6805, loss_cls: 2.5443, loss: 2.5443, grad_norm: 5.6018 2020-07-25 15:39:27,211 - mmaction - INFO - Epoch [7][1300/3757] lr: 1.000e-02, eta: 7 days, 14:08:03, time: 1.751, data_time: 0.017, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6609, loss_cls: 2.6064, loss: 2.6064, grad_norm: 5.6731 2020-07-25 15:40:02,622 - mmaction - INFO - Epoch [7][1320/3757] lr: 1.000e-02, eta: 7 days, 14:06:59, time: 1.772, data_time: 0.149, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6555, loss_cls: 2.6481, loss: 2.6481, grad_norm: 5.5560 2020-07-25 15:40:38,705 - mmaction - INFO - Epoch [7][1340/3757] lr: 1.000e-02, eta: 7 days, 14:06:04, time: 1.803, data_time: 0.327, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6813, loss_cls: 2.5731, loss: 2.5731, grad_norm: 5.6750 2020-07-25 15:41:16,381 - mmaction - INFO - Epoch [7][1360/3757] lr: 1.000e-02, eta: 7 days, 14:05:33, time: 1.884, data_time: 0.792, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6562, loss_cls: 2.5881, loss: 2.5881, grad_norm: 5.5937 2020-07-25 15:41:50,012 - mmaction - INFO - Epoch [7][1380/3757] lr: 1.000e-02, eta: 7 days, 14:04:02, time: 1.681, data_time: 0.735, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6711, loss_cls: 2.5641, loss: 2.5641, grad_norm: 5.6991 2020-07-25 15:42:28,511 - mmaction - INFO - Epoch [7][1400/3757] lr: 1.000e-02, eta: 7 days, 14:03:43, time: 1.925, data_time: 0.432, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6797, loss_cls: 2.5847, loss: 2.5847, grad_norm: 5.6387 2020-07-25 15:43:01,556 - mmaction - INFO - Epoch [7][1420/3757] lr: 1.000e-02, eta: 7 days, 14:02:04, time: 1.653, data_time: 1.069, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6734, loss_cls: 2.5680, loss: 2.5680, grad_norm: 5.6105 2020-07-25 15:43:37,538 - mmaction - INFO - Epoch [7][1440/3757] lr: 1.000e-02, eta: 7 days, 14:01:05, time: 1.791, data_time: 0.868, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6656, loss_cls: 2.5749, loss: 2.5749, grad_norm: 5.5075 2020-07-25 15:44:11,575 - mmaction - INFO - Epoch [7][1460/3757] lr: 1.000e-02, eta: 7 days, 13:59:43, time: 1.709, data_time: 0.303, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6727, loss_cls: 2.5992, loss: 2.5992, grad_norm: 5.7427 2020-07-25 15:44:45,493 - mmaction - INFO - Epoch [7][1480/3757] lr: 1.000e-02, eta: 7 days, 13:58:15, time: 1.689, data_time: 0.052, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6672, loss_cls: 2.6172, loss: 2.6172, grad_norm: 5.6335 2020-07-25 15:45:21,628 - mmaction - INFO - Epoch [7][1500/3757] lr: 1.000e-02, eta: 7 days, 13:57:22, time: 1.811, data_time: 0.072, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6680, loss_cls: 2.6187, loss: 2.6187, grad_norm: 5.6914 2020-07-25 15:45:58,787 - mmaction - INFO - Epoch [7][1520/3757] lr: 1.000e-02, eta: 7 days, 13:56:45, time: 1.862, data_time: 0.013, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6828, loss_cls: 2.6302, loss: 2.6302, grad_norm: 5.6571 2020-07-25 15:46:33,938 - mmaction - INFO - Epoch [7][1540/3757] lr: 1.000e-02, eta: 7 days, 13:55:37, time: 1.758, data_time: 0.007, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6672, loss_cls: 2.5748, loss: 2.5748, grad_norm: 5.6859 2020-07-25 15:47:06,835 - mmaction - INFO - Epoch [7][1560/3757] lr: 1.000e-02, eta: 7 days, 13:53:55, time: 1.641, data_time: 0.551, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6750, loss_cls: 2.6410, loss: 2.6410, grad_norm: 5.6882 2020-07-25 15:47:42,136 - mmaction - INFO - Epoch [7][1580/3757] lr: 1.000e-02, eta: 7 days, 13:52:50, time: 1.768, data_time: 0.689, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6531, loss_cls: 2.6738, loss: 2.6738, grad_norm: 5.6515 2020-07-25 15:48:18,758 - mmaction - INFO - Epoch [7][1600/3757] lr: 1.000e-02, eta: 7 days, 13:52:02, time: 1.824, data_time: 0.628, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6820, loss_cls: 2.5458, loss: 2.5458, grad_norm: 5.3576 2020-07-25 15:48:52,533 - mmaction - INFO - Epoch [7][1620/3757] lr: 1.000e-02, eta: 7 days, 13:50:36, time: 1.696, data_time: 0.248, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6609, loss_cls: 2.5967, loss: 2.5967, grad_norm: 5.5385 2020-07-25 15:49:28,460 - mmaction - INFO - Epoch [7][1640/3757] lr: 1.000e-02, eta: 7 days, 13:49:40, time: 1.797, data_time: 0.902, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6641, loss_cls: 2.6243, loss: 2.6243, grad_norm: 5.8482 2020-07-25 15:50:01,490 - mmaction - INFO - Epoch [7][1660/3757] lr: 1.000e-02, eta: 7 days, 13:48:01, time: 1.649, data_time: 0.679, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6703, loss_cls: 2.5684, loss: 2.5684, grad_norm: 5.7340 2020-07-25 15:50:37,984 - mmaction - INFO - Epoch [7][1680/3757] lr: 1.000e-02, eta: 7 days, 13:47:13, time: 1.824, data_time: 0.711, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6828, loss_cls: 2.5281, loss: 2.5281, grad_norm: 5.6652 2020-07-25 15:51:12,445 - mmaction - INFO - Epoch [7][1700/3757] lr: 1.000e-02, eta: 7 days, 13:45:56, time: 1.725, data_time: 0.816, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6648, loss_cls: 2.6660, loss: 2.6660, grad_norm: 5.7367 2020-07-25 15:51:48,509 - mmaction - INFO - Epoch [7][1720/3757] lr: 1.000e-02, eta: 7 days, 13:45:01, time: 1.803, data_time: 0.894, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6516, loss_cls: 2.6801, loss: 2.6801, grad_norm: 5.9182 2020-07-25 15:52:22,948 - mmaction - INFO - Epoch [7][1740/3757] lr: 1.000e-02, eta: 7 days, 13:43:42, time: 1.714, data_time: 0.752, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6805, loss_cls: 2.4897, loss: 2.4897, grad_norm: 5.3948 2020-07-25 15:52:55,375 - mmaction - INFO - Epoch [7][1760/3757] lr: 1.000e-02, eta: 7 days, 13:41:55, time: 1.622, data_time: 0.220, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6555, loss_cls: 2.6399, loss: 2.6399, grad_norm: 5.6113 2020-07-25 15:53:29,940 - mmaction - INFO - Epoch [7][1780/3757] lr: 1.000e-02, eta: 7 days, 13:40:41, time: 1.733, data_time: 0.400, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6477, loss_cls: 2.6860, loss: 2.6860, grad_norm: 5.7209 2020-07-25 15:54:08,297 - mmaction - INFO - Epoch [7][1800/3757] lr: 1.000e-02, eta: 7 days, 13:40:20, time: 1.919, data_time: 0.188, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6805, loss_cls: 2.5687, loss: 2.5687, grad_norm: 5.6660 2020-07-25 15:54:44,986 - mmaction - INFO - Epoch [7][1820/3757] lr: 1.000e-02, eta: 7 days, 13:39:34, time: 1.830, data_time: 0.048, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6828, loss_cls: 2.4718, loss: 2.4718, grad_norm: 5.4617 2020-07-25 15:55:19,703 - mmaction - INFO - Epoch [7][1840/3757] lr: 1.000e-02, eta: 7 days, 13:38:21, time: 1.740, data_time: 0.009, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6687, loss_cls: 2.5922, loss: 2.5922, grad_norm: 5.6039 2020-07-25 15:55:54,923 - mmaction - INFO - Epoch [7][1860/3757] lr: 1.000e-02, eta: 7 days, 13:37:16, time: 1.762, data_time: 0.008, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6828, loss_cls: 2.5227, loss: 2.5227, grad_norm: 5.5516 2020-07-25 15:56:29,558 - mmaction - INFO - Epoch [7][1880/3757] lr: 1.000e-02, eta: 7 days, 13:35:59, time: 1.726, data_time: 0.008, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6648, loss_cls: 2.5741, loss: 2.5741, grad_norm: 5.6118 2020-07-25 15:57:04,281 - mmaction - INFO - Epoch [7][1900/3757] lr: 1.000e-02, eta: 7 days, 13:34:48, time: 1.743, data_time: 0.009, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6648, loss_cls: 2.6177, loss: 2.6177, grad_norm: 5.7308 2020-07-25 15:57:38,566 - mmaction - INFO - Epoch [7][1920/3757] lr: 1.000e-02, eta: 7 days, 13:33:28, time: 1.712, data_time: 0.007, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6758, loss_cls: 2.5316, loss: 2.5316, grad_norm: 5.6942 2020-07-25 15:58:14,115 - mmaction - INFO - Epoch [7][1940/3757] lr: 1.000e-02, eta: 7 days, 13:32:25, time: 1.769, data_time: 0.005, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6625, loss_cls: 2.6358, loss: 2.6358, grad_norm: 5.6572 2020-07-25 15:58:47,301 - mmaction - INFO - Epoch [7][1960/3757] lr: 1.000e-02, eta: 7 days, 13:30:53, time: 1.670, data_time: 0.014, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6766, loss_cls: 2.5715, loss: 2.5715, grad_norm: 5.5906 2020-07-25 15:59:23,906 - mmaction - INFO - Epoch [7][1980/3757] lr: 1.000e-02, eta: 7 days, 13:30:06, time: 1.828, data_time: 0.008, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6930, loss_cls: 2.4816, loss: 2.4816, grad_norm: 5.5928 2020-07-25 16:00:00,919 - mmaction - INFO - Epoch [7][2000/3757] lr: 1.000e-02, eta: 7 days, 13:29:27, time: 1.852, data_time: 0.004, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.5693, loss: 2.5693, grad_norm: 5.5395 2020-07-25 16:00:30,882 - mmaction - INFO - Epoch [7][2020/3757] lr: 1.000e-02, eta: 7 days, 13:27:02, time: 1.484, data_time: 0.093, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.5222, loss: 2.5222, grad_norm: 5.4548 2020-07-25 16:01:10,675 - mmaction - INFO - Epoch [7][2040/3757] lr: 1.000e-02, eta: 7 days, 13:27:05, time: 2.002, data_time: 0.089, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6687, loss_cls: 2.5812, loss: 2.5812, grad_norm: 5.6857 2020-07-25 16:01:45,564 - mmaction - INFO - Epoch [7][2060/3757] lr: 1.000e-02, eta: 7 days, 13:25:55, time: 1.744, data_time: 0.003, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6875, loss_cls: 2.5054, loss: 2.5054, grad_norm: 5.6829 2020-07-25 16:02:22,563 - mmaction - INFO - Epoch [7][2080/3757] lr: 1.000e-02, eta: 7 days, 13:25:14, time: 1.848, data_time: 0.003, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6633, loss_cls: 2.6087, loss: 2.6087, grad_norm: 5.7763 2020-07-25 16:02:56,512 - mmaction - INFO - Epoch [7][2100/3757] lr: 1.000e-02, eta: 7 days, 13:23:51, time: 1.699, data_time: 0.005, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6523, loss_cls: 2.6223, loss: 2.6223, grad_norm: 5.7065 2020-07-25 16:03:28,814 - mmaction - INFO - Epoch [7][2120/3757] lr: 1.000e-02, eta: 7 days, 13:22:01, time: 1.605, data_time: 0.034, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6602, loss_cls: 2.6293, loss: 2.6293, grad_norm: 5.6046 2020-07-25 16:04:03,748 - mmaction - INFO - Epoch [7][2140/3757] lr: 1.000e-02, eta: 7 days, 13:20:55, time: 1.757, data_time: 0.542, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6773, loss_cls: 2.5409, loss: 2.5409, grad_norm: 5.4879 2020-07-25 16:04:37,517 - mmaction - INFO - Epoch [7][2160/3757] lr: 1.000e-02, eta: 7 days, 13:19:29, time: 1.687, data_time: 0.345, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6844, loss_cls: 2.5000, loss: 2.5000, grad_norm: 5.5746 2020-07-25 16:05:13,761 - mmaction - INFO - Epoch [7][2180/3757] lr: 1.000e-02, eta: 7 days, 13:18:37, time: 1.809, data_time: 0.655, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6820, loss_cls: 2.5905, loss: 2.5905, grad_norm: 5.7704 2020-07-25 16:05:48,361 - mmaction - INFO - Epoch [7][2200/3757] lr: 1.000e-02, eta: 7 days, 13:17:24, time: 1.734, data_time: 0.253, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6977, loss_cls: 2.4831, loss: 2.4831, grad_norm: 5.5214 2020-07-25 16:06:23,469 - mmaction - INFO - Epoch [7][2220/3757] lr: 1.000e-02, eta: 7 days, 13:16:15, time: 1.747, data_time: 0.021, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6578, loss_cls: 2.6211, loss: 2.6211, grad_norm: 5.7831 2020-07-25 16:06:59,186 - mmaction - INFO - Epoch [7][2240/3757] lr: 1.000e-02, eta: 7 days, 13:15:20, time: 1.794, data_time: 0.011, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6570, loss_cls: 2.6444, loss: 2.6444, grad_norm: 5.5360 2020-07-25 16:07:32,445 - mmaction - INFO - Epoch [7][2260/3757] lr: 1.000e-02, eta: 7 days, 13:13:46, time: 1.661, data_time: 0.007, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6805, loss_cls: 2.6236, loss: 2.6236, grad_norm: 5.6219 2020-07-25 16:08:07,515 - mmaction - INFO - Epoch [7][2280/3757] lr: 1.000e-02, eta: 7 days, 13:12:38, time: 1.750, data_time: 0.005, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6727, loss_cls: 2.6305, loss: 2.6305, grad_norm: 5.7016 2020-07-25 16:08:44,524 - mmaction - INFO - Epoch [7][2300/3757] lr: 1.000e-02, eta: 7 days, 13:11:57, time: 1.846, data_time: 0.011, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6961, loss_cls: 2.4770, loss: 2.4770, grad_norm: 5.5825 2020-07-25 16:09:18,740 - mmaction - INFO - Epoch [7][2320/3757] lr: 1.000e-02, eta: 7 days, 13:10:41, time: 1.720, data_time: 0.013, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6977, loss_cls: 2.4714, loss: 2.4714, grad_norm: 5.6947 2020-07-25 16:09:54,452 - mmaction - INFO - Epoch [7][2340/3757] lr: 1.000e-02, eta: 7 days, 13:09:42, time: 1.782, data_time: 0.008, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6867, loss_cls: 2.5213, loss: 2.5213, grad_norm: 5.6345 2020-07-25 16:10:29,926 - mmaction - INFO - Epoch [7][2360/3757] lr: 1.000e-02, eta: 7 days, 13:08:42, time: 1.778, data_time: 0.185, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6570, loss_cls: 2.6585, loss: 2.6585, grad_norm: 5.8636 2020-07-25 16:11:05,734 - mmaction - INFO - Epoch [7][2380/3757] lr: 1.000e-02, eta: 7 days, 13:07:45, time: 1.791, data_time: 0.012, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6852, loss_cls: 2.5916, loss: 2.5916, grad_norm: 5.6519 2020-07-25 16:11:40,684 - mmaction - INFO - Epoch [7][2400/3757] lr: 1.000e-02, eta: 7 days, 13:06:37, time: 1.746, data_time: 0.005, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6539, loss_cls: 2.6349, loss: 2.6349, grad_norm: 5.6374 2020-07-25 16:12:17,448 - mmaction - INFO - Epoch [7][2420/3757] lr: 1.000e-02, eta: 7 days, 13:05:54, time: 1.839, data_time: 0.003, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6766, loss_cls: 2.5508, loss: 2.5508, grad_norm: 5.4582 2020-07-25 16:12:49,214 - mmaction - INFO - Epoch [7][2440/3757] lr: 1.000e-02, eta: 7 days, 13:04:01, time: 1.588, data_time: 0.005, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6859, loss_cls: 2.4967, loss: 2.4967, grad_norm: 5.4814 2020-07-25 16:13:21,913 - mmaction - INFO - Epoch [7][2460/3757] lr: 1.000e-02, eta: 7 days, 13:02:18, time: 1.626, data_time: 0.003, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6852, loss_cls: 2.5675, loss: 2.5675, grad_norm: 5.7259 2020-07-25 16:13:56,717 - mmaction - INFO - Epoch [7][2480/3757] lr: 1.000e-02, eta: 7 days, 13:01:10, time: 1.747, data_time: 0.075, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6523, loss_cls: 2.6567, loss: 2.6567, grad_norm: 5.6836 2020-07-25 16:14:32,772 - mmaction - INFO - Epoch [7][2500/3757] lr: 1.000e-02, eta: 7 days, 13:00:16, time: 1.797, data_time: 0.177, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6805, loss_cls: 2.5601, loss: 2.5601, grad_norm: 5.4874 2020-07-25 16:15:06,233 - mmaction - INFO - Epoch [7][2520/3757] lr: 1.000e-02, eta: 7 days, 12:58:49, time: 1.681, data_time: 0.320, memory: 5170, top1_acc: 0.4461, top5_acc: 0.6781, loss_cls: 2.4905, loss: 2.4905, grad_norm: 5.2684 2020-07-25 16:15:44,662 - mmaction - INFO - Epoch [7][2540/3757] lr: 1.000e-02, eta: 7 days, 12:58:29, time: 1.921, data_time: 0.002, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6758, loss_cls: 2.4960, loss: 2.4960, grad_norm: 5.4360 2020-07-25 16:16:21,642 - mmaction - INFO - Epoch [7][2560/3757] lr: 1.000e-02, eta: 7 days, 12:57:48, time: 1.844, data_time: 0.068, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6867, loss_cls: 2.5236, loss: 2.5236, grad_norm: 5.4791 2020-07-25 16:16:52,278 - mmaction - INFO - Epoch [7][2580/3757] lr: 1.000e-02, eta: 7 days, 12:55:41, time: 1.536, data_time: 0.008, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6836, loss_cls: 2.5568, loss: 2.5568, grad_norm: 5.6564 2020-07-25 16:17:29,028 - mmaction - INFO - Epoch [7][2600/3757] lr: 1.000e-02, eta: 7 days, 12:54:57, time: 1.832, data_time: 0.105, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6836, loss_cls: 2.5412, loss: 2.5412, grad_norm: 5.6134 2020-07-25 16:18:02,734 - mmaction - INFO - Epoch [7][2620/3757] lr: 1.000e-02, eta: 7 days, 12:53:33, time: 1.690, data_time: 0.136, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6602, loss_cls: 2.6228, loss: 2.6228, grad_norm: 5.6300 2020-07-25 16:18:40,730 - mmaction - INFO - Epoch [7][2640/3757] lr: 1.000e-02, eta: 7 days, 12:53:06, time: 1.894, data_time: 0.077, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6687, loss_cls: 2.6152, loss: 2.6152, grad_norm: 5.6370 2020-07-25 16:19:13,744 - mmaction - INFO - Epoch [7][2660/3757] lr: 1.000e-02, eta: 7 days, 12:51:33, time: 1.657, data_time: 0.010, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6539, loss_cls: 2.6264, loss: 2.6264, grad_norm: 5.5278 2020-07-25 16:19:47,105 - mmaction - INFO - Epoch [7][2680/3757] lr: 1.000e-02, eta: 7 days, 12:50:03, time: 1.668, data_time: 0.008, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6625, loss_cls: 2.6390, loss: 2.6390, grad_norm: 5.6840 2020-07-25 16:20:22,259 - mmaction - INFO - Epoch [7][2700/3757] lr: 1.000e-02, eta: 7 days, 12:48:57, time: 1.754, data_time: 0.214, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6828, loss_cls: 2.5052, loss: 2.5052, grad_norm: 5.5907 2020-07-25 16:20:59,698 - mmaction - INFO - Epoch [7][2720/3757] lr: 1.000e-02, eta: 7 days, 12:48:25, time: 1.877, data_time: 0.010, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6633, loss_cls: 2.6055, loss: 2.6055, grad_norm: 5.5592 2020-07-25 16:21:35,199 - mmaction - INFO - Epoch [7][2740/3757] lr: 1.000e-02, eta: 7 days, 12:47:25, time: 1.775, data_time: 0.007, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6992, loss_cls: 2.4489, loss: 2.4489, grad_norm: 5.3935 2020-07-25 16:22:07,660 - mmaction - INFO - Epoch [7][2760/3757] lr: 1.000e-02, eta: 7 days, 12:45:42, time: 1.619, data_time: 0.003, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6859, loss_cls: 2.5112, loss: 2.5112, grad_norm: 5.5574 2020-07-25 16:22:44,918 - mmaction - INFO - Epoch [7][2780/3757] lr: 1.000e-02, eta: 7 days, 12:45:08, time: 1.867, data_time: 0.009, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6937, loss_cls: 2.5433, loss: 2.5433, grad_norm: 5.5904 2020-07-25 16:23:19,784 - mmaction - INFO - Epoch [7][2800/3757] lr: 1.000e-02, eta: 7 days, 12:43:56, time: 1.733, data_time: 0.008, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6844, loss_cls: 2.5077, loss: 2.5077, grad_norm: 5.5095 2020-07-25 16:23:50,536 - mmaction - INFO - Epoch [7][2820/3757] lr: 1.000e-02, eta: 7 days, 12:41:53, time: 1.548, data_time: 0.018, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6555, loss_cls: 2.6040, loss: 2.6040, grad_norm: 5.5665 2020-07-25 16:24:27,720 - mmaction - INFO - Epoch [7][2840/3757] lr: 1.000e-02, eta: 7 days, 12:41:14, time: 1.850, data_time: 0.684, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6773, loss_cls: 2.4927, loss: 2.4927, grad_norm: 5.5048 2020-07-25 16:25:01,192 - mmaction - INFO - Epoch [7][2860/3757] lr: 1.000e-02, eta: 7 days, 12:39:49, time: 1.683, data_time: 0.727, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6703, loss_cls: 2.5630, loss: 2.5630, grad_norm: 5.6218 2020-07-25 16:25:36,777 - mmaction - INFO - Epoch [7][2880/3757] lr: 1.000e-02, eta: 7 days, 12:38:49, time: 1.774, data_time: 0.008, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6781, loss_cls: 2.6082, loss: 2.6082, grad_norm: 5.5345 2020-07-25 16:26:13,526 - mmaction - INFO - Epoch [7][2900/3757] lr: 1.000e-02, eta: 7 days, 12:38:09, time: 1.844, data_time: 0.011, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6477, loss_cls: 2.6556, loss: 2.6556, grad_norm: 5.6557 2020-07-25 16:26:45,666 - mmaction - INFO - Epoch [7][2920/3757] lr: 1.000e-02, eta: 7 days, 12:36:21, time: 1.601, data_time: 0.007, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6797, loss_cls: 2.5477, loss: 2.5477, grad_norm: 5.5623 2020-07-25 16:27:22,061 - mmaction - INFO - Epoch [7][2940/3757] lr: 1.000e-02, eta: 7 days, 12:35:36, time: 1.826, data_time: 0.009, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6719, loss_cls: 2.6122, loss: 2.6122, grad_norm: 5.6953 2020-07-25 16:27:55,561 - mmaction - INFO - Epoch [7][2960/3757] lr: 1.000e-02, eta: 7 days, 12:34:09, time: 1.675, data_time: 0.228, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6719, loss_cls: 2.5048, loss: 2.5048, grad_norm: 5.4209 2020-07-25 16:28:29,903 - mmaction - INFO - Epoch [7][2980/3757] lr: 1.000e-02, eta: 7 days, 12:32:52, time: 1.713, data_time: 0.015, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6656, loss_cls: 2.6253, loss: 2.6253, grad_norm: 5.6319 2020-07-25 16:29:06,429 - mmaction - INFO - Epoch [7][3000/3757] lr: 1.000e-02, eta: 7 days, 12:32:08, time: 1.830, data_time: 0.009, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6867, loss_cls: 2.5654, loss: 2.5654, grad_norm: 5.7042 2020-07-25 16:29:42,964 - mmaction - INFO - Epoch [7][3020/3757] lr: 1.000e-02, eta: 7 days, 12:31:21, time: 1.820, data_time: 0.008, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6820, loss_cls: 2.5306, loss: 2.5306, grad_norm: 5.5749 2020-07-25 16:30:20,232 - mmaction - INFO - Epoch [7][3040/3757] lr: 1.000e-02, eta: 7 days, 12:30:46, time: 1.863, data_time: 0.011, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6898, loss_cls: 2.4982, loss: 2.4982, grad_norm: 5.5059 2020-07-25 16:30:54,120 - mmaction - INFO - Epoch [7][3060/3757] lr: 1.000e-02, eta: 7 days, 12:29:26, time: 1.700, data_time: 0.010, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6734, loss_cls: 2.6115, loss: 2.6115, grad_norm: 5.5710 2020-07-25 16:31:27,424 - mmaction - INFO - Epoch [7][3080/3757] lr: 1.000e-02, eta: 7 days, 12:27:55, time: 1.658, data_time: 0.009, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6922, loss_cls: 2.5234, loss: 2.5234, grad_norm: 5.5445 2020-07-25 16:32:01,992 - mmaction - INFO - Epoch [7][3100/3757] lr: 1.000e-02, eta: 7 days, 12:26:45, time: 1.737, data_time: 0.012, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6711, loss_cls: 2.5638, loss: 2.5638, grad_norm: 5.5608 2020-07-25 16:32:36,808 - mmaction - INFO - Epoch [7][3120/3757] lr: 1.000e-02, eta: 7 days, 12:25:35, time: 1.734, data_time: 0.002, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6711, loss_cls: 2.6696, loss: 2.6696, grad_norm: 5.6333 2020-07-25 16:33:10,730 - mmaction - INFO - Epoch [7][3140/3757] lr: 1.000e-02, eta: 7 days, 12:24:15, time: 1.700, data_time: 0.012, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7023, loss_cls: 2.4730, loss: 2.4730, grad_norm: 5.6052 2020-07-25 16:33:47,878 - mmaction - INFO - Epoch [7][3160/3757] lr: 1.000e-02, eta: 7 days, 12:23:39, time: 1.858, data_time: 0.005, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6750, loss_cls: 2.5526, loss: 2.5526, grad_norm: 5.6835 2020-07-25 16:34:22,299 - mmaction - INFO - Epoch [7][3180/3757] lr: 1.000e-02, eta: 7 days, 12:22:25, time: 1.720, data_time: 0.008, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.5774, loss: 2.5774, grad_norm: 5.6148 2020-07-25 16:35:00,001 - mmaction - INFO - Epoch [7][3200/3757] lr: 1.000e-02, eta: 7 days, 12:21:56, time: 1.884, data_time: 0.005, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6953, loss_cls: 2.4984, loss: 2.4984, grad_norm: 5.4833 2020-07-25 16:35:36,901 - mmaction - INFO - Epoch [7][3220/3757] lr: 1.000e-02, eta: 7 days, 12:21:15, time: 1.841, data_time: 0.012, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6570, loss_cls: 2.6911, loss: 2.6911, grad_norm: 5.5715 2020-07-25 16:36:07,554 - mmaction - INFO - Epoch [7][3240/3757] lr: 1.000e-02, eta: 7 days, 12:19:12, time: 1.540, data_time: 0.010, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6813, loss_cls: 2.5378, loss: 2.5378, grad_norm: 5.3759 2020-07-25 16:36:44,382 - mmaction - INFO - Epoch [7][3260/3757] lr: 1.000e-02, eta: 7 days, 12:18:29, time: 1.833, data_time: 0.014, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6859, loss_cls: 2.5230, loss: 2.5230, grad_norm: 5.5237 2020-07-25 16:37:16,767 - mmaction - INFO - Epoch [7][3280/3757] lr: 1.000e-02, eta: 7 days, 12:16:50, time: 1.628, data_time: 0.016, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6766, loss_cls: 2.4916, loss: 2.4916, grad_norm: 5.5838 2020-07-25 16:37:54,906 - mmaction - INFO - Epoch [7][3300/3757] lr: 1.000e-02, eta: 7 days, 12:16:26, time: 1.901, data_time: 0.099, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6609, loss_cls: 2.5898, loss: 2.5898, grad_norm: 5.4262 2020-07-25 16:38:29,381 - mmaction - INFO - Epoch [7][3320/3757] lr: 1.000e-02, eta: 7 days, 12:15:15, time: 1.729, data_time: 0.009, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6797, loss_cls: 2.5522, loss: 2.5522, grad_norm: 5.5193 2020-07-25 16:39:03,098 - mmaction - INFO - Epoch [7][3340/3757] lr: 1.000e-02, eta: 7 days, 12:13:51, time: 1.683, data_time: 0.009, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6945, loss_cls: 2.4973, loss: 2.4973, grad_norm: 5.5103 2020-07-25 16:39:39,736 - mmaction - INFO - Epoch [7][3360/3757] lr: 1.000e-02, eta: 7 days, 12:13:08, time: 1.835, data_time: 0.009, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6813, loss_cls: 2.6156, loss: 2.6156, grad_norm: 5.7062 2020-07-25 16:40:14,317 - mmaction - INFO - Epoch [7][3380/3757] lr: 1.000e-02, eta: 7 days, 12:11:56, time: 1.723, data_time: 0.009, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6969, loss_cls: 2.5217, loss: 2.5217, grad_norm: 5.4496 2020-07-25 16:40:49,912 - mmaction - INFO - Epoch [7][3400/3757] lr: 1.000e-02, eta: 7 days, 12:11:00, time: 1.785, data_time: 0.015, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6734, loss_cls: 2.5487, loss: 2.5487, grad_norm: 5.6068 2020-07-25 16:41:24,402 - mmaction - INFO - Epoch [7][3420/3757] lr: 1.000e-02, eta: 7 days, 12:09:46, time: 1.718, data_time: 0.009, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6852, loss_cls: 2.5042, loss: 2.5042, grad_norm: 5.5282 2020-07-25 16:42:00,377 - mmaction - INFO - Epoch [7][3440/3757] lr: 1.000e-02, eta: 7 days, 12:08:56, time: 1.806, data_time: 0.010, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6953, loss_cls: 2.4757, loss: 2.4757, grad_norm: 5.5260 2020-07-25 16:42:35,699 - mmaction - INFO - Epoch [7][3460/3757] lr: 1.000e-02, eta: 7 days, 12:07:53, time: 1.758, data_time: 0.007, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6648, loss_cls: 2.5866, loss: 2.5866, grad_norm: 5.6480 2020-07-25 16:43:08,538 - mmaction - INFO - Epoch [7][3480/3757] lr: 1.000e-02, eta: 7 days, 12:06:20, time: 1.647, data_time: 0.016, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6727, loss_cls: 2.5747, loss: 2.5747, grad_norm: 5.5296 2020-07-25 16:43:43,542 - mmaction - INFO - Epoch [7][3500/3757] lr: 1.000e-02, eta: 7 days, 12:05:16, time: 1.753, data_time: 0.006, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6734, loss_cls: 2.5837, loss: 2.5837, grad_norm: 5.5383 2020-07-25 16:44:18,283 - mmaction - INFO - Epoch [7][3520/3757] lr: 1.000e-02, eta: 7 days, 12:04:07, time: 1.738, data_time: 0.011, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6805, loss_cls: 2.4459, loss: 2.4459, grad_norm: 5.3989 2020-07-25 16:44:55,311 - mmaction - INFO - Epoch [7][3540/3757] lr: 1.000e-02, eta: 7 days, 12:03:28, time: 1.844, data_time: 0.013, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6648, loss_cls: 2.5898, loss: 2.5898, grad_norm: 5.6836 2020-07-25 16:45:32,431 - mmaction - INFO - Epoch [7][3560/3757] lr: 1.000e-02, eta: 7 days, 12:02:53, time: 1.862, data_time: 0.010, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6742, loss_cls: 2.5823, loss: 2.5823, grad_norm: 5.7368 2020-07-25 16:46:07,365 - mmaction - INFO - Epoch [7][3580/3757] lr: 1.000e-02, eta: 7 days, 12:01:45, time: 1.739, data_time: 0.008, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6625, loss_cls: 2.6234, loss: 2.6234, grad_norm: 5.6813 2020-07-25 16:46:43,555 - mmaction - INFO - Epoch [7][3600/3757] lr: 1.000e-02, eta: 7 days, 12:00:58, time: 1.817, data_time: 0.010, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6687, loss_cls: 2.6212, loss: 2.6212, grad_norm: 5.7351 2020-07-25 16:47:15,646 - mmaction - INFO - Epoch [7][3620/3757] lr: 1.000e-02, eta: 7 days, 11:59:14, time: 1.604, data_time: 0.197, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6852, loss_cls: 2.5059, loss: 2.5059, grad_norm: 5.5688 2020-07-25 16:47:52,672 - mmaction - INFO - Epoch [7][3640/3757] lr: 1.000e-02, eta: 7 days, 11:58:36, time: 1.848, data_time: 1.024, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6547, loss_cls: 2.6513, loss: 2.6513, grad_norm: 5.7075 2020-07-25 16:48:29,041 - mmaction - INFO - Epoch [7][3660/3757] lr: 1.000e-02, eta: 7 days, 11:57:50, time: 1.822, data_time: 0.920, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6867, loss_cls: 2.4969, loss: 2.4969, grad_norm: 5.5138 2020-07-25 16:49:04,510 - mmaction - INFO - Epoch [7][3680/3757] lr: 1.000e-02, eta: 7 days, 11:56:51, time: 1.772, data_time: 0.076, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6828, loss_cls: 2.6008, loss: 2.6008, grad_norm: 5.6616 2020-07-25 16:49:40,653 - mmaction - INFO - Epoch [7][3700/3757] lr: 1.000e-02, eta: 7 days, 11:56:02, time: 1.808, data_time: 0.332, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6719, loss_cls: 2.5527, loss: 2.5527, grad_norm: 5.5959 2020-07-25 16:50:17,403 - mmaction - INFO - Epoch [7][3720/3757] lr: 1.000e-02, eta: 7 days, 11:55:21, time: 1.838, data_time: 0.687, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6641, loss_cls: 2.5650, loss: 2.5650, grad_norm: 5.7615 2020-07-25 16:50:46,654 - mmaction - INFO - Epoch [7][3740/3757] lr: 1.000e-02, eta: 7 days, 11:53:00, time: 1.463, data_time: 0.344, memory: 5170, top1_acc: 0.4359, top5_acc: 0.7047, loss_cls: 2.4321, loss: 2.4321, grad_norm: 5.5296 2020-07-25 16:51:12,308 - mmaction - INFO - Saving checkpoint at 7 epochs 2020-07-25 16:52:07,941 - mmaction - INFO - Epoch [8][20/3757] lr: 1.000e-02, eta: 7 days, 11:48:39, time: 2.704, data_time: 0.856, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6828, loss_cls: 2.5000, loss: 2.5000, grad_norm: 5.5197 2020-07-25 16:52:44,041 - mmaction - INFO - Epoch [8][40/3757] lr: 1.000e-02, eta: 7 days, 11:47:51, time: 1.811, data_time: 0.011, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6961, loss_cls: 2.4901, loss: 2.4901, grad_norm: 5.4830 2020-07-25 16:53:19,632 - mmaction - INFO - Epoch [8][60/3757] lr: 1.000e-02, eta: 7 days, 11:46:54, time: 1.779, data_time: 0.010, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6930, loss_cls: 2.4684, loss: 2.4684, grad_norm: 5.3620 2020-07-25 16:53:53,253 - mmaction - INFO - Epoch [8][80/3757] lr: 1.000e-02, eta: 7 days, 11:45:32, time: 1.683, data_time: 0.008, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6883, loss_cls: 2.5245, loss: 2.5245, grad_norm: 5.6513 2020-07-25 16:54:28,042 - mmaction - INFO - Epoch [8][100/3757] lr: 1.000e-02, eta: 7 days, 11:44:24, time: 1.737, data_time: 0.008, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6773, loss_cls: 2.5257, loss: 2.5257, grad_norm: 5.5400 2020-07-25 16:55:00,606 - mmaction - INFO - Epoch [8][120/3757] lr: 1.000e-02, eta: 7 days, 11:42:48, time: 1.629, data_time: 0.012, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6883, loss_cls: 2.4902, loss: 2.4902, grad_norm: 5.4222 2020-07-25 16:55:36,392 - mmaction - INFO - Epoch [8][140/3757] lr: 1.000e-02, eta: 7 days, 11:41:55, time: 1.792, data_time: 0.010, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6883, loss_cls: 2.4708, loss: 2.4708, grad_norm: 5.6820 2020-07-25 16:56:13,723 - mmaction - INFO - Epoch [8][160/3757] lr: 1.000e-02, eta: 7 days, 11:41:21, time: 1.862, data_time: 0.003, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6805, loss_cls: 2.4721, loss: 2.4721, grad_norm: 5.5941 2020-07-25 16:56:50,431 - mmaction - INFO - Epoch [8][180/3757] lr: 1.000e-02, eta: 7 days, 11:40:40, time: 1.841, data_time: 0.008, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6805, loss_cls: 2.6201, loss: 2.6201, grad_norm: 5.7084 2020-07-25 16:57:21,802 - mmaction - INFO - Epoch [8][200/3757] lr: 1.000e-02, eta: 7 days, 11:38:47, time: 1.562, data_time: 0.006, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6672, loss_cls: 2.6466, loss: 2.6466, grad_norm: 5.6931 2020-07-25 16:57:56,064 - mmaction - INFO - Epoch [8][220/3757] lr: 1.000e-02, eta: 7 days, 11:37:35, time: 1.720, data_time: 0.064, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6930, loss_cls: 2.4562, loss: 2.4562, grad_norm: 5.5600 2020-07-25 16:58:34,743 - mmaction - INFO - Epoch [8][240/3757] lr: 1.000e-02, eta: 7 days, 11:37:19, time: 1.929, data_time: 0.005, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6945, loss_cls: 2.4723, loss: 2.4723, grad_norm: 5.4798 2020-07-25 16:59:10,440 - mmaction - INFO - Epoch [8][260/3757] lr: 1.000e-02, eta: 7 days, 11:36:23, time: 1.783, data_time: 0.007, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6984, loss_cls: 2.4707, loss: 2.4707, grad_norm: 5.5678 2020-07-25 16:59:45,702 - mmaction - INFO - Epoch [8][280/3757] lr: 1.000e-02, eta: 7 days, 11:35:24, time: 1.769, data_time: 0.010, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6977, loss_cls: 2.4566, loss: 2.4566, grad_norm: 5.3939 2020-07-25 17:00:23,630 - mmaction - INFO - Epoch [8][300/3757] lr: 1.000e-02, eta: 7 days, 11:34:56, time: 1.886, data_time: 0.009, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6805, loss_cls: 2.5486, loss: 2.5486, grad_norm: 5.7213 2020-07-25 17:00:57,082 - mmaction - INFO - Epoch [8][320/3757] lr: 1.000e-02, eta: 7 days, 11:33:35, time: 1.682, data_time: 0.023, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6695, loss_cls: 2.5563, loss: 2.5563, grad_norm: 5.6617 2020-07-25 17:01:34,442 - mmaction - INFO - Epoch [8][340/3757] lr: 1.000e-02, eta: 7 days, 11:33:02, time: 1.870, data_time: 0.067, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6602, loss_cls: 2.6191, loss: 2.6191, grad_norm: 5.8196 2020-07-25 17:02:09,343 - mmaction - INFO - Epoch [8][360/3757] lr: 1.000e-02, eta: 7 days, 11:31:56, time: 1.741, data_time: 0.003, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6852, loss_cls: 2.4913, loss: 2.4913, grad_norm: 5.5410 2020-07-25 17:02:45,436 - mmaction - INFO - Epoch [8][380/3757] lr: 1.000e-02, eta: 7 days, 11:31:06, time: 1.800, data_time: 0.010, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6898, loss_cls: 2.5049, loss: 2.5049, grad_norm: 5.6471 2020-07-25 17:03:19,527 - mmaction - INFO - Epoch [8][400/3757] lr: 1.000e-02, eta: 7 days, 11:29:52, time: 1.710, data_time: 0.011, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6984, loss_cls: 2.4824, loss: 2.4824, grad_norm: 5.6389 2020-07-25 17:03:53,802 - mmaction - INFO - Epoch [8][420/3757] lr: 1.000e-02, eta: 7 days, 11:28:39, time: 1.716, data_time: 0.008, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6820, loss_cls: 2.5411, loss: 2.5411, grad_norm: 5.7016 2020-07-25 17:04:25,773 - mmaction - INFO - Epoch [8][440/3757] lr: 1.000e-02, eta: 7 days, 11:26:55, time: 1.596, data_time: 0.009, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6805, loss_cls: 2.5539, loss: 2.5539, grad_norm: 5.6012 2020-07-25 17:05:00,980 - mmaction - INFO - Epoch [8][460/3757] lr: 1.000e-02, eta: 7 days, 11:25:55, time: 1.760, data_time: 0.006, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6852, loss_cls: 2.4792, loss: 2.4792, grad_norm: 5.5442 2020-07-25 17:05:38,244 - mmaction - INFO - Epoch [8][480/3757] lr: 1.000e-02, eta: 7 days, 11:25:20, time: 1.860, data_time: 0.011, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6836, loss_cls: 2.5379, loss: 2.5379, grad_norm: 5.6378 2020-07-25 17:06:14,479 - mmaction - INFO - Epoch [8][500/3757] lr: 1.000e-02, eta: 7 days, 11:24:35, time: 1.820, data_time: 0.013, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6820, loss_cls: 2.5208, loss: 2.5208, grad_norm: 5.5059 2020-07-25 17:06:47,533 - mmaction - INFO - Epoch [8][520/3757] lr: 1.000e-02, eta: 7 days, 11:23:04, time: 1.646, data_time: 0.229, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6539, loss_cls: 2.6001, loss: 2.6001, grad_norm: 5.5570 2020-07-25 17:07:21,277 - mmaction - INFO - Epoch [8][540/3757] lr: 1.000e-02, eta: 7 days, 11:21:46, time: 1.694, data_time: 0.008, memory: 5170, top1_acc: 0.4461, top5_acc: 0.6922, loss_cls: 2.4468, loss: 2.4468, grad_norm: 5.4832 2020-07-25 17:07:55,906 - mmaction - INFO - Epoch [8][560/3757] lr: 1.000e-02, eta: 7 days, 11:20:36, time: 1.723, data_time: 0.337, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6773, loss_cls: 2.5243, loss: 2.5243, grad_norm: 5.6726 2020-07-25 17:08:31,748 - mmaction - INFO - Epoch [8][580/3757] lr: 1.000e-02, eta: 7 days, 11:19:46, time: 1.800, data_time: 0.696, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6719, loss_cls: 2.5812, loss: 2.5812, grad_norm: 5.6650 2020-07-25 17:09:07,837 - mmaction - INFO - Epoch [8][600/3757] lr: 1.000e-02, eta: 7 days, 11:18:55, time: 1.797, data_time: 0.451, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6633, loss_cls: 2.6552, loss: 2.6552, grad_norm: 5.7716 2020-07-25 17:09:42,721 - mmaction - INFO - Epoch [8][620/3757] lr: 1.000e-02, eta: 7 days, 11:17:52, time: 1.750, data_time: 0.166, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6813, loss_cls: 2.4945, loss: 2.4945, grad_norm: 5.6302 2020-07-25 17:10:18,687 - mmaction - INFO - Epoch [8][640/3757] lr: 1.000e-02, eta: 7 days, 11:17:00, time: 1.793, data_time: 0.062, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6898, loss_cls: 2.4940, loss: 2.4940, grad_norm: 5.5169 2020-07-25 17:10:52,034 - mmaction - INFO - Epoch [8][660/3757] lr: 1.000e-02, eta: 7 days, 11:15:37, time: 1.672, data_time: 0.011, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6672, loss_cls: 2.5810, loss: 2.5810, grad_norm: 5.6247 2020-07-25 17:11:27,748 - mmaction - INFO - Epoch [8][680/3757] lr: 1.000e-02, eta: 7 days, 11:14:41, time: 1.780, data_time: 0.115, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6867, loss_cls: 2.5414, loss: 2.5414, grad_norm: 5.4377 2020-07-25 17:12:05,584 - mmaction - INFO - Epoch [8][700/3757] lr: 1.000e-02, eta: 7 days, 11:14:16, time: 1.895, data_time: 0.403, memory: 5170, top1_acc: 0.4422, top5_acc: 0.7070, loss_cls: 2.4546, loss: 2.4546, grad_norm: 5.5722 2020-07-25 17:12:43,165 - mmaction - INFO - Epoch [8][720/3757] lr: 1.000e-02, eta: 7 days, 11:13:45, time: 1.876, data_time: 0.018, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6711, loss_cls: 2.5738, loss: 2.5738, grad_norm: 5.5929 2020-07-25 17:13:16,187 - mmaction - INFO - Epoch [8][740/3757] lr: 1.000e-02, eta: 7 days, 11:12:17, time: 1.652, data_time: 0.011, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6727, loss_cls: 2.5658, loss: 2.5658, grad_norm: 5.6166 2020-07-25 17:13:53,525 - mmaction - INFO - Epoch [8][760/3757] lr: 1.000e-02, eta: 7 days, 11:11:44, time: 1.867, data_time: 0.010, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6836, loss_cls: 2.5243, loss: 2.5243, grad_norm: 5.5633 2020-07-25 17:14:30,477 - mmaction - INFO - Epoch [8][780/3757] lr: 1.000e-02, eta: 7 days, 11:11:07, time: 1.849, data_time: 0.009, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6711, loss_cls: 2.5214, loss: 2.5214, grad_norm: 5.5622 2020-07-25 17:15:01,758 - mmaction - INFO - Epoch [8][800/3757] lr: 1.000e-02, eta: 7 days, 11:09:18, time: 1.570, data_time: 0.012, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7203, loss_cls: 2.3269, loss: 2.3269, grad_norm: 5.4120 2020-07-25 17:15:34,578 - mmaction - INFO - Epoch [8][820/3757] lr: 1.000e-02, eta: 7 days, 11:07:47, time: 1.639, data_time: 0.026, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6734, loss_cls: 2.5675, loss: 2.5675, grad_norm: 5.6917 2020-07-25 17:16:10,088 - mmaction - INFO - Epoch [8][840/3757] lr: 1.000e-02, eta: 7 days, 11:06:49, time: 1.768, data_time: 0.010, memory: 5170, top1_acc: 0.4422, top5_acc: 0.7203, loss_cls: 2.3794, loss: 2.3794, grad_norm: 5.6359 2020-07-25 17:16:43,109 - mmaction - INFO - Epoch [8][860/3757] lr: 1.000e-02, eta: 7 days, 11:05:23, time: 1.660, data_time: 0.011, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6844, loss_cls: 2.6070, loss: 2.6070, grad_norm: 5.7340 2020-07-25 17:17:21,030 - mmaction - INFO - Epoch [8][880/3757] lr: 1.000e-02, eta: 7 days, 11:04:55, time: 1.886, data_time: 0.008, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6883, loss_cls: 2.4377, loss: 2.4377, grad_norm: 5.5656 2020-07-25 17:17:53,905 - mmaction - INFO - Epoch [8][900/3757] lr: 1.000e-02, eta: 7 days, 11:03:28, time: 1.654, data_time: 0.048, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6906, loss_cls: 2.4695, loss: 2.4695, grad_norm: 5.6467 2020-07-25 17:18:29,491 - mmaction - INFO - Epoch [8][920/3757] lr: 1.000e-02, eta: 7 days, 11:02:31, time: 1.773, data_time: 0.397, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6898, loss_cls: 2.4910, loss: 2.4910, grad_norm: 5.7256 2020-07-25 17:19:05,409 - mmaction - INFO - Epoch [8][940/3757] lr: 1.000e-02, eta: 7 days, 11:01:40, time: 1.794, data_time: 0.563, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6695, loss_cls: 2.5666, loss: 2.5666, grad_norm: 5.7254 2020-07-25 17:19:42,784 - mmaction - INFO - Epoch [8][960/3757] lr: 1.000e-02, eta: 7 days, 11:01:10, time: 1.877, data_time: 0.011, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6742, loss_cls: 2.5681, loss: 2.5681, grad_norm: 5.6493 2020-07-25 17:20:16,702 - mmaction - INFO - Epoch [8][980/3757] lr: 1.000e-02, eta: 7 days, 10:59:52, time: 1.688, data_time: 0.006, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6898, loss_cls: 2.4876, loss: 2.4876, grad_norm: 5.7342 2020-07-25 17:20:51,221 - mmaction - INFO - Epoch [8][1000/3757] lr: 1.000e-02, eta: 7 days, 10:58:45, time: 1.734, data_time: 0.010, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6961, loss_cls: 2.4333, loss: 2.4333, grad_norm: 5.5472 2020-07-25 17:21:29,063 - mmaction - INFO - Epoch [8][1020/3757] lr: 1.000e-02, eta: 7 days, 10:58:18, time: 1.887, data_time: 0.008, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6859, loss_cls: 2.5048, loss: 2.5048, grad_norm: 5.6966 2020-07-25 17:22:02,723 - mmaction - INFO - Epoch [8][1040/3757] lr: 1.000e-02, eta: 7 days, 10:56:58, time: 1.681, data_time: 0.073, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6820, loss_cls: 2.5147, loss: 2.5147, grad_norm: 5.4201 2020-07-25 17:22:37,443 - mmaction - INFO - Epoch [8][1060/3757] lr: 1.000e-02, eta: 7 days, 10:55:54, time: 1.742, data_time: 0.010, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7063, loss_cls: 2.4581, loss: 2.4581, grad_norm: 5.5843 2020-07-25 17:23:11,923 - mmaction - INFO - Epoch [8][1080/3757] lr: 1.000e-02, eta: 7 days, 10:54:45, time: 1.726, data_time: 0.004, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6859, loss_cls: 2.5428, loss: 2.5428, grad_norm: 5.5072 2020-07-25 17:23:45,559 - mmaction - INFO - Epoch [8][1100/3757] lr: 1.000e-02, eta: 7 days, 10:53:23, time: 1.672, data_time: 0.003, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6875, loss_cls: 2.4804, loss: 2.4804, grad_norm: 5.4952 2020-07-25 17:24:19,961 - mmaction - INFO - Epoch [8][1120/3757] lr: 1.000e-02, eta: 7 days, 10:52:16, time: 1.728, data_time: 0.012, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6898, loss_cls: 2.4840, loss: 2.4840, grad_norm: 5.5037 2020-07-25 17:24:51,870 - mmaction - INFO - Epoch [8][1140/3757] lr: 1.000e-02, eta: 7 days, 10:50:33, time: 1.590, data_time: 0.009, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6617, loss_cls: 2.6083, loss: 2.6083, grad_norm: 5.5589 2020-07-25 17:25:30,222 - mmaction - INFO - Epoch [8][1160/3757] lr: 1.000e-02, eta: 7 days, 10:50:13, time: 1.916, data_time: 0.010, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6883, loss_cls: 2.5203, loss: 2.5203, grad_norm: 5.6123 2020-07-25 17:26:04,362 - mmaction - INFO - Epoch [8][1180/3757] lr: 1.000e-02, eta: 7 days, 10:49:02, time: 1.713, data_time: 0.011, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6852, loss_cls: 2.5107, loss: 2.5107, grad_norm: 5.6687 2020-07-25 17:26:39,760 - mmaction - INFO - Epoch [8][1200/3757] lr: 1.000e-02, eta: 7 days, 10:48:04, time: 1.767, data_time: 0.009, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6594, loss_cls: 2.5652, loss: 2.5652, grad_norm: 5.7146 2020-07-25 17:27:12,779 - mmaction - INFO - Epoch [8][1220/3757] lr: 1.000e-02, eta: 7 days, 10:46:38, time: 1.656, data_time: 0.020, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6789, loss_cls: 2.5216, loss: 2.5216, grad_norm: 5.6221 2020-07-25 17:27:44,819 - mmaction - INFO - Epoch [8][1240/3757] lr: 1.000e-02, eta: 7 days, 10:44:59, time: 1.603, data_time: 0.092, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6727, loss_cls: 2.5398, loss: 2.5398, grad_norm: 5.6054 2020-07-25 17:28:20,204 - mmaction - INFO - Epoch [8][1260/3757] lr: 1.000e-02, eta: 7 days, 10:44:01, time: 1.765, data_time: 0.007, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6883, loss_cls: 2.5094, loss: 2.5094, grad_norm: 5.5023 2020-07-25 17:28:55,921 - mmaction - INFO - Epoch [8][1280/3757] lr: 1.000e-02, eta: 7 days, 10:43:09, time: 1.789, data_time: 0.006, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6805, loss_cls: 2.5185, loss: 2.5185, grad_norm: 5.5510 2020-07-25 17:29:33,267 - mmaction - INFO - Epoch [8][1300/3757] lr: 1.000e-02, eta: 7 days, 10:42:36, time: 1.864, data_time: 0.007, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6961, loss_cls: 2.4613, loss: 2.4613, grad_norm: 5.5446 2020-07-25 17:30:08,563 - mmaction - INFO - Epoch [8][1320/3757] lr: 1.000e-02, eta: 7 days, 10:41:39, time: 1.767, data_time: 0.009, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6687, loss_cls: 2.5819, loss: 2.5819, grad_norm: 5.5981 2020-07-25 17:30:43,406 - mmaction - INFO - Epoch [8][1340/3757] lr: 1.000e-02, eta: 7 days, 10:40:36, time: 1.743, data_time: 0.003, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6664, loss_cls: 2.6090, loss: 2.6090, grad_norm: 5.8059 2020-07-25 17:31:17,576 - mmaction - INFO - Epoch [8][1360/3757] lr: 1.000e-02, eta: 7 days, 10:39:23, time: 1.708, data_time: 0.007, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6570, loss_cls: 2.5856, loss: 2.5856, grad_norm: 5.5543 2020-07-25 17:31:53,899 - mmaction - INFO - Epoch [8][1380/3757] lr: 1.000e-02, eta: 7 days, 10:38:38, time: 1.813, data_time: 0.003, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6750, loss_cls: 2.5490, loss: 2.5490, grad_norm: 5.4924 2020-07-25 17:32:29,743 - mmaction - INFO - Epoch [8][1400/3757] lr: 1.000e-02, eta: 7 days, 10:37:48, time: 1.795, data_time: 0.005, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6961, loss_cls: 2.4387, loss: 2.4387, grad_norm: 5.4897 2020-07-25 17:33:04,294 - mmaction - INFO - Epoch [8][1420/3757] lr: 1.000e-02, eta: 7 days, 10:36:40, time: 1.726, data_time: 0.003, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6820, loss_cls: 2.5583, loss: 2.5583, grad_norm: 5.7027 2020-07-25 17:33:38,860 - mmaction - INFO - Epoch [8][1440/3757] lr: 1.000e-02, eta: 7 days, 10:35:33, time: 1.728, data_time: 0.004, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6766, loss_cls: 2.5485, loss: 2.5485, grad_norm: 5.7856 2020-07-25 17:34:15,075 - mmaction - INFO - Epoch [8][1460/3757] lr: 1.000e-02, eta: 7 days, 10:34:47, time: 1.811, data_time: 0.712, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6531, loss_cls: 2.7149, loss: 2.7149, grad_norm: 5.7479 2020-07-25 17:34:49,490 - mmaction - INFO - Epoch [8][1480/3757] lr: 1.000e-02, eta: 7 days, 10:33:37, time: 1.715, data_time: 1.115, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.5492, loss: 2.5492, grad_norm: 5.4521 2020-07-25 17:35:24,768 - mmaction - INFO - Epoch [8][1500/3757] lr: 1.000e-02, eta: 7 days, 10:32:39, time: 1.763, data_time: 1.108, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6820, loss_cls: 2.4919, loss: 2.4919, grad_norm: 5.3630 2020-07-25 17:35:59,704 - mmaction - INFO - Epoch [8][1520/3757] lr: 1.000e-02, eta: 7 days, 10:31:38, time: 1.754, data_time: 1.139, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6898, loss_cls: 2.5075, loss: 2.5075, grad_norm: 5.6093 2020-07-25 17:36:34,303 - mmaction - INFO - Epoch [8][1540/3757] lr: 1.000e-02, eta: 7 days, 10:30:30, time: 1.722, data_time: 0.456, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6820, loss_cls: 2.5661, loss: 2.5661, grad_norm: 5.5500 2020-07-25 17:37:10,637 - mmaction - INFO - Epoch [8][1560/3757] lr: 1.000e-02, eta: 7 days, 10:29:47, time: 1.823, data_time: 0.011, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6922, loss_cls: 2.5119, loss: 2.5119, grad_norm: 5.6705 2020-07-25 17:37:46,437 - mmaction - INFO - Epoch [8][1580/3757] lr: 1.000e-02, eta: 7 days, 10:28:55, time: 1.786, data_time: 0.015, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6797, loss_cls: 2.5417, loss: 2.5417, grad_norm: 5.6460 2020-07-25 17:38:20,478 - mmaction - INFO - Epoch [8][1600/3757] lr: 1.000e-02, eta: 7 days, 10:27:43, time: 1.708, data_time: 0.010, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6711, loss_cls: 2.5586, loss: 2.5586, grad_norm: 5.6684 2020-07-25 17:38:52,772 - mmaction - INFO - Epoch [8][1620/3757] lr: 1.000e-02, eta: 7 days, 10:26:08, time: 1.615, data_time: 0.010, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7078, loss_cls: 2.4425, loss: 2.4425, grad_norm: 5.5802 2020-07-25 17:39:28,409 - mmaction - INFO - Epoch [8][1640/3757] lr: 1.000e-02, eta: 7 days, 10:25:14, time: 1.780, data_time: 0.003, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7242, loss_cls: 2.3791, loss: 2.3791, grad_norm: 5.4146 2020-07-25 17:40:01,693 - mmaction - INFO - Epoch [8][1660/3757] lr: 1.000e-02, eta: 7 days, 10:23:52, time: 1.663, data_time: 0.008, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6961, loss_cls: 2.4296, loss: 2.4296, grad_norm: 5.6666 2020-07-25 17:40:39,849 - mmaction - INFO - Epoch [8][1680/3757] lr: 1.000e-02, eta: 7 days, 10:23:31, time: 1.912, data_time: 0.009, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6758, loss_cls: 2.4837, loss: 2.4837, grad_norm: 5.6401 2020-07-25 17:41:16,021 - mmaction - INFO - Epoch [8][1700/3757] lr: 1.000e-02, eta: 7 days, 10:22:43, time: 1.802, data_time: 0.002, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7008, loss_cls: 2.4128, loss: 2.4128, grad_norm: 5.5421 2020-07-25 17:41:51,204 - mmaction - INFO - Epoch [8][1720/3757] lr: 1.000e-02, eta: 7 days, 10:21:45, time: 1.763, data_time: 0.017, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6734, loss_cls: 2.6315, loss: 2.6315, grad_norm: 5.7960 2020-07-25 17:42:22,121 - mmaction - INFO - Epoch [8][1740/3757] lr: 1.000e-02, eta: 7 days, 10:19:52, time: 1.543, data_time: 0.025, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6789, loss_cls: 2.5555, loss: 2.5555, grad_norm: 5.6152 2020-07-25 17:43:00,031 - mmaction - INFO - Epoch [8][1760/3757] lr: 1.000e-02, eta: 7 days, 10:19:29, time: 1.901, data_time: 0.010, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6672, loss_cls: 2.5907, loss: 2.5907, grad_norm: 5.5756 2020-07-25 17:43:36,505 - mmaction - INFO - Epoch [8][1780/3757] lr: 1.000e-02, eta: 7 days, 10:18:46, time: 1.823, data_time: 0.009, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6719, loss_cls: 2.5054, loss: 2.5054, grad_norm: 5.5388 2020-07-25 17:44:10,246 - mmaction - INFO - Epoch [8][1800/3757] lr: 1.000e-02, eta: 7 days, 10:17:30, time: 1.688, data_time: 0.007, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6867, loss_cls: 2.5181, loss: 2.5181, grad_norm: 5.5557 2020-07-25 17:44:44,994 - mmaction - INFO - Epoch [8][1820/3757] lr: 1.000e-02, eta: 7 days, 10:16:25, time: 1.735, data_time: 0.008, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6695, loss_cls: 2.5343, loss: 2.5343, grad_norm: 5.6587 2020-07-25 17:45:19,376 - mmaction - INFO - Epoch [8][1840/3757] lr: 1.000e-02, eta: 7 days, 10:15:16, time: 1.714, data_time: 0.063, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6766, loss_cls: 2.4962, loss: 2.4962, grad_norm: 5.5558 2020-07-25 17:45:56,510 - mmaction - INFO - Epoch [8][1860/3757] lr: 1.000e-02, eta: 7 days, 10:14:43, time: 1.863, data_time: 0.010, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6922, loss_cls: 2.4605, loss: 2.4605, grad_norm: 5.6020 2020-07-25 17:46:30,244 - mmaction - INFO - Epoch [8][1880/3757] lr: 1.000e-02, eta: 7 days, 10:13:26, time: 1.682, data_time: 0.010, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6813, loss_cls: 2.4591, loss: 2.4591, grad_norm: 5.4086 2020-07-25 17:47:06,932 - mmaction - INFO - Epoch [8][1900/3757] lr: 1.000e-02, eta: 7 days, 10:12:46, time: 1.837, data_time: 0.016, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6992, loss_cls: 2.4970, loss: 2.4970, grad_norm: 5.5420 2020-07-25 17:47:40,363 - mmaction - INFO - Epoch [8][1920/3757] lr: 1.000e-02, eta: 7 days, 10:11:26, time: 1.669, data_time: 0.010, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7031, loss_cls: 2.4365, loss: 2.4365, grad_norm: 5.3940 2020-07-25 17:48:15,567 - mmaction - INFO - Epoch [8][1940/3757] lr: 1.000e-02, eta: 7 days, 10:10:29, time: 1.766, data_time: 0.009, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6859, loss_cls: 2.5053, loss: 2.5053, grad_norm: 5.7506 2020-07-25 17:48:48,919 - mmaction - INFO - Epoch [8][1960/3757] lr: 1.000e-02, eta: 7 days, 10:09:08, time: 1.667, data_time: 0.008, memory: 5170, top1_acc: 0.4414, top5_acc: 0.7016, loss_cls: 2.4236, loss: 2.4236, grad_norm: 5.6222 2020-07-25 17:49:25,743 - mmaction - INFO - Epoch [8][1980/3757] lr: 1.000e-02, eta: 7 days, 10:08:30, time: 1.841, data_time: 0.142, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6820, loss_cls: 2.4940, loss: 2.4940, grad_norm: 5.5185 2020-07-25 17:50:01,183 - mmaction - INFO - Epoch [8][2000/3757] lr: 1.000e-02, eta: 7 days, 10:07:35, time: 1.771, data_time: 0.109, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6711, loss_cls: 2.5784, loss: 2.5784, grad_norm: 5.7412 2020-07-25 17:50:33,076 - mmaction - INFO - Epoch [8][2020/3757] lr: 1.000e-02, eta: 7 days, 10:05:57, time: 1.596, data_time: 0.187, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6883, loss_cls: 2.5240, loss: 2.5240, grad_norm: 5.5601 2020-07-25 17:51:10,217 - mmaction - INFO - Epoch [8][2040/3757] lr: 1.000e-02, eta: 7 days, 10:05:21, time: 1.850, data_time: 0.712, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6937, loss_cls: 2.5059, loss: 2.5059, grad_norm: 5.4985 2020-07-25 17:51:48,953 - mmaction - INFO - Epoch [8][2060/3757] lr: 1.000e-02, eta: 7 days, 10:05:08, time: 1.944, data_time: 0.133, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6875, loss_cls: 2.5304, loss: 2.5304, grad_norm: 5.5491 2020-07-25 17:52:26,203 - mmaction - INFO - Epoch [8][2080/3757] lr: 1.000e-02, eta: 7 days, 10:04:34, time: 1.859, data_time: 0.002, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7016, loss_cls: 2.4504, loss: 2.4504, grad_norm: 5.5782 2020-07-25 17:53:01,483 - mmaction - INFO - Epoch [8][2100/3757] lr: 1.000e-02, eta: 7 days, 10:03:38, time: 1.768, data_time: 0.006, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6766, loss_cls: 2.6113, loss: 2.6113, grad_norm: 5.6857 2020-07-25 17:53:37,461 - mmaction - INFO - Epoch [8][2120/3757] lr: 1.000e-02, eta: 7 days, 10:02:48, time: 1.791, data_time: 0.008, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6891, loss_cls: 2.5109, loss: 2.5109, grad_norm: 5.5292 2020-07-25 17:54:05,250 - mmaction - INFO - Epoch [8][2140/3757] lr: 1.000e-02, eta: 7 days, 10:00:21, time: 1.394, data_time: 0.087, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6922, loss_cls: 2.4297, loss: 2.4297, grad_norm: 5.5966 2020-07-25 17:54:40,718 - mmaction - INFO - Epoch [8][2160/3757] lr: 1.000e-02, eta: 7 days, 9:59:25, time: 1.769, data_time: 0.266, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6813, loss_cls: 2.5456, loss: 2.5456, grad_norm: 5.6937 2020-07-25 17:55:17,971 - mmaction - INFO - Epoch [8][2180/3757] lr: 1.000e-02, eta: 7 days, 9:58:54, time: 1.870, data_time: 0.014, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6867, loss_cls: 2.5280, loss: 2.5280, grad_norm: 5.6129 2020-07-25 17:55:55,843 - mmaction - INFO - Epoch [8][2200/3757] lr: 1.000e-02, eta: 7 days, 9:58:29, time: 1.892, data_time: 0.003, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6883, loss_cls: 2.4959, loss: 2.4959, grad_norm: 5.5741 2020-07-25 17:56:31,168 - mmaction - INFO - Epoch [8][2220/3757] lr: 1.000e-02, eta: 7 days, 9:57:32, time: 1.762, data_time: 0.009, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6813, loss_cls: 2.5327, loss: 2.5327, grad_norm: 5.5305 2020-07-25 17:57:03,547 - mmaction - INFO - Epoch [8][2240/3757] lr: 1.000e-02, eta: 7 days, 9:56:01, time: 1.623, data_time: 0.026, memory: 5170, top1_acc: 0.4367, top5_acc: 0.7000, loss_cls: 2.4858, loss: 2.4858, grad_norm: 5.5520 2020-07-25 17:57:37,330 - mmaction - INFO - Epoch [8][2260/3757] lr: 1.000e-02, eta: 7 days, 9:54:46, time: 1.691, data_time: 0.060, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6914, loss_cls: 2.4600, loss: 2.4600, grad_norm: 5.6152 2020-07-25 17:58:11,067 - mmaction - INFO - Epoch [8][2280/3757] lr: 1.000e-02, eta: 7 days, 9:53:29, time: 1.681, data_time: 0.037, memory: 5170, top1_acc: 0.4375, top5_acc: 0.7078, loss_cls: 2.4162, loss: 2.4162, grad_norm: 5.6554 2020-07-25 17:58:45,279 - mmaction - INFO - Epoch [8][2300/3757] lr: 1.000e-02, eta: 7 days, 9:52:21, time: 1.717, data_time: 0.384, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7031, loss_cls: 2.4075, loss: 2.4075, grad_norm: 5.4931 2020-07-25 17:59:23,306 - mmaction - INFO - Epoch [8][2320/3757] lr: 1.000e-02, eta: 7 days, 9:51:58, time: 1.900, data_time: 0.225, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6828, loss_cls: 2.5126, loss: 2.5126, grad_norm: 5.7228 2020-07-25 17:59:57,485 - mmaction - INFO - Epoch [8][2340/3757] lr: 1.000e-02, eta: 7 days, 9:50:48, time: 1.707, data_time: 0.899, memory: 5170, top1_acc: 0.4234, top5_acc: 0.7070, loss_cls: 2.4135, loss: 2.4135, grad_norm: 5.5828 2020-07-25 18:00:32,433 - mmaction - INFO - Epoch [8][2360/3757] lr: 1.000e-02, eta: 7 days, 9:49:43, time: 1.732, data_time: 0.520, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6914, loss_cls: 2.4805, loss: 2.4805, grad_norm: 5.4893 2020-07-25 18:01:10,377 - mmaction - INFO - Epoch [8][2380/3757] lr: 1.000e-02, eta: 7 days, 9:49:23, time: 1.912, data_time: 0.894, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6875, loss_cls: 2.5518, loss: 2.5518, grad_norm: 5.7355 2020-07-25 18:01:42,432 - mmaction - INFO - Epoch [8][2400/3757] lr: 1.000e-02, eta: 7 days, 9:47:47, time: 1.601, data_time: 0.493, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6797, loss_cls: 2.5404, loss: 2.5404, grad_norm: 5.5379 2020-07-25 18:02:17,645 - mmaction - INFO - Epoch [8][2420/3757] lr: 1.000e-02, eta: 7 days, 9:46:51, time: 1.766, data_time: 0.444, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6680, loss_cls: 2.5220, loss: 2.5220, grad_norm: 5.5165 2020-07-25 18:02:49,729 - mmaction - INFO - Epoch [8][2440/3757] lr: 1.000e-02, eta: 7 days, 9:45:16, time: 1.603, data_time: 0.038, memory: 5170, top1_acc: 0.4664, top5_acc: 0.6922, loss_cls: 2.4450, loss: 2.4450, grad_norm: 5.5699 2020-07-25 18:03:25,832 - mmaction - INFO - Epoch [8][2460/3757] lr: 1.000e-02, eta: 7 days, 9:44:29, time: 1.801, data_time: 0.101, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6906, loss_cls: 2.4831, loss: 2.4831, grad_norm: 5.7648 2020-07-25 18:04:03,404 - mmaction - INFO - Epoch [8][2480/3757] lr: 1.000e-02, eta: 7 days, 9:44:00, time: 1.878, data_time: 0.008, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6633, loss_cls: 2.5704, loss: 2.5704, grad_norm: 5.5457 2020-07-25 18:04:37,010 - mmaction - INFO - Epoch [8][2500/3757] lr: 1.000e-02, eta: 7 days, 9:42:45, time: 1.687, data_time: 0.009, memory: 5170, top1_acc: 0.4320, top5_acc: 0.7016, loss_cls: 2.4819, loss: 2.4819, grad_norm: 5.6220 2020-07-25 18:05:11,560 - mmaction - INFO - Epoch [8][2520/3757] lr: 1.000e-02, eta: 7 days, 9:41:40, time: 1.727, data_time: 0.075, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6766, loss_cls: 2.5954, loss: 2.5954, grad_norm: 5.7680 2020-07-25 18:05:48,539 - mmaction - INFO - Epoch [8][2540/3757] lr: 1.000e-02, eta: 7 days, 9:41:04, time: 1.848, data_time: 0.003, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6719, loss_cls: 2.6200, loss: 2.6200, grad_norm: 5.7644 2020-07-25 18:06:19,779 - mmaction - INFO - Epoch [8][2560/3757] lr: 1.000e-02, eta: 7 days, 9:39:17, time: 1.555, data_time: 0.004, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6906, loss_cls: 2.5263, loss: 2.5263, grad_norm: 5.4277 2020-07-25 18:07:01,266 - mmaction - INFO - Epoch [8][2580/3757] lr: 1.000e-02, eta: 7 days, 9:39:37, time: 2.081, data_time: 0.011, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6836, loss_cls: 2.5395, loss: 2.5395, grad_norm: 5.4852 2020-07-25 18:07:32,209 - mmaction - INFO - Epoch [8][2600/3757] lr: 1.000e-02, eta: 7 days, 9:37:49, time: 1.547, data_time: 0.010, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6750, loss_cls: 2.5018, loss: 2.5018, grad_norm: 5.4783 2020-07-25 18:08:10,639 - mmaction - INFO - Epoch [8][2620/3757] lr: 1.000e-02, eta: 7 days, 9:37:31, time: 1.920, data_time: 0.059, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6867, loss_cls: 2.5023, loss: 2.5023, grad_norm: 5.6131 2020-07-25 18:08:43,147 - mmaction - INFO - Epoch [8][2640/3757] lr: 1.000e-02, eta: 7 days, 9:36:02, time: 1.629, data_time: 0.010, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6937, loss_cls: 2.5317, loss: 2.5317, grad_norm: 5.6329 2020-07-25 18:09:20,124 - mmaction - INFO - Epoch [8][2660/3757] lr: 1.000e-02, eta: 7 days, 9:35:26, time: 1.845, data_time: 0.012, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6828, loss_cls: 2.5364, loss: 2.5364, grad_norm: 5.6808 2020-07-25 18:09:51,281 - mmaction - INFO - Epoch [8][2680/3757] lr: 1.000e-02, eta: 7 days, 9:33:41, time: 1.560, data_time: 0.008, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7016, loss_cls: 2.4127, loss: 2.4127, grad_norm: 5.5809 2020-07-25 18:10:26,519 - mmaction - INFO - Epoch [8][2700/3757] lr: 1.000e-02, eta: 7 days, 9:32:44, time: 1.758, data_time: 0.392, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6969, loss_cls: 2.4937, loss: 2.4937, grad_norm: 5.5626 2020-07-25 18:11:00,195 - mmaction - INFO - Epoch [8][2720/3757] lr: 1.000e-02, eta: 7 days, 9:31:30, time: 1.689, data_time: 0.176, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6766, loss_cls: 2.5071, loss: 2.5071, grad_norm: 5.5778 2020-07-25 18:11:35,899 - mmaction - INFO - Epoch [8][2740/3757] lr: 1.000e-02, eta: 7 days, 9:30:38, time: 1.780, data_time: 0.008, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6844, loss_cls: 2.5216, loss: 2.5216, grad_norm: 5.7071 2020-07-25 18:12:10,289 - mmaction - INFO - Epoch [8][2760/3757] lr: 1.000e-02, eta: 7 days, 9:29:32, time: 1.725, data_time: 0.014, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6813, loss_cls: 2.5564, loss: 2.5564, grad_norm: 5.6604 2020-07-25 18:12:44,895 - mmaction - INFO - Epoch [8][2780/3757] lr: 1.000e-02, eta: 7 days, 9:28:28, time: 1.729, data_time: 0.169, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6906, loss_cls: 2.4484, loss: 2.4484, grad_norm: 5.5007 2020-07-25 18:13:19,217 - mmaction - INFO - Epoch [8][2800/3757] lr: 1.000e-02, eta: 7 days, 9:27:20, time: 1.711, data_time: 0.303, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6719, loss_cls: 2.5407, loss: 2.5407, grad_norm: 5.6199 2020-07-25 18:13:54,613 - mmaction - INFO - Epoch [8][2820/3757] lr: 1.000e-02, eta: 7 days, 9:26:27, time: 1.776, data_time: 0.189, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6875, loss_cls: 2.4512, loss: 2.4512, grad_norm: 5.5290 2020-07-25 18:14:31,095 - mmaction - INFO - Epoch [8][2840/3757] lr: 1.000e-02, eta: 7 days, 9:25:44, time: 1.819, data_time: 0.024, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6508, loss_cls: 2.6760, loss: 2.6760, grad_norm: 5.6749 2020-07-25 18:15:06,829 - mmaction - INFO - Epoch [8][2860/3757] lr: 1.000e-02, eta: 7 days, 9:24:55, time: 1.792, data_time: 0.010, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6695, loss_cls: 2.5811, loss: 2.5811, grad_norm: 5.5285 2020-07-25 18:15:38,633 - mmaction - INFO - Epoch [8][2880/3757] lr: 1.000e-02, eta: 7 days, 9:23:19, time: 1.591, data_time: 0.004, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6891, loss_cls: 2.4886, loss: 2.4886, grad_norm: 5.4211 2020-07-25 18:16:16,578 - mmaction - INFO - Epoch [8][2900/3757] lr: 1.000e-02, eta: 7 days, 9:22:54, time: 1.893, data_time: 0.258, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6883, loss_cls: 2.4383, loss: 2.4383, grad_norm: 5.3736 2020-07-25 18:16:49,079 - mmaction - INFO - Epoch [8][2920/3757] lr: 1.000e-02, eta: 7 days, 9:21:26, time: 1.627, data_time: 0.009, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6953, loss_cls: 2.4767, loss: 2.4767, grad_norm: 5.5018 2020-07-25 18:17:28,094 - mmaction - INFO - Epoch [8][2940/3757] lr: 1.000e-02, eta: 7 days, 9:21:14, time: 1.948, data_time: 0.658, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6914, loss_cls: 2.4522, loss: 2.4522, grad_norm: 5.6063 2020-07-25 18:18:02,468 - mmaction - INFO - Epoch [8][2960/3757] lr: 1.000e-02, eta: 7 days, 9:20:09, time: 1.724, data_time: 1.059, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6836, loss_cls: 2.5433, loss: 2.5433, grad_norm: 5.6255 2020-07-25 18:18:35,884 - mmaction - INFO - Epoch [8][2980/3757] lr: 1.000e-02, eta: 7 days, 9:18:50, time: 1.665, data_time: 0.857, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6687, loss_cls: 2.5618, loss: 2.5618, grad_norm: 5.4849 2020-07-25 18:19:10,675 - mmaction - INFO - Epoch [8][3000/3757] lr: 1.000e-02, eta: 7 days, 9:17:49, time: 1.743, data_time: 0.135, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6680, loss_cls: 2.6013, loss: 2.6013, grad_norm: 5.6572 2020-07-25 18:19:45,402 - mmaction - INFO - Epoch [8][3020/3757] lr: 1.000e-02, eta: 7 days, 9:16:46, time: 1.728, data_time: 0.009, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6742, loss_cls: 2.5953, loss: 2.5953, grad_norm: 5.5990 2020-07-25 18:20:19,173 - mmaction - INFO - Epoch [8][3040/3757] lr: 1.000e-02, eta: 7 days, 9:15:34, time: 1.694, data_time: 0.012, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6961, loss_cls: 2.4393, loss: 2.4393, grad_norm: 5.5900 2020-07-25 18:20:53,463 - mmaction - INFO - Epoch [8][3060/3757] lr: 1.000e-02, eta: 7 days, 9:14:26, time: 1.712, data_time: 0.009, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6758, loss_cls: 2.5649, loss: 2.5649, grad_norm: 5.5582 2020-07-25 18:21:27,513 - mmaction - INFO - Epoch [8][3080/3757] lr: 1.000e-02, eta: 7 days, 9:13:18, time: 1.708, data_time: 0.008, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6969, loss_cls: 2.4649, loss: 2.4649, grad_norm: 5.4684 2020-07-25 18:22:07,144 - mmaction - INFO - Epoch [8][3100/3757] lr: 1.000e-02, eta: 7 days, 9:13:13, time: 1.980, data_time: 0.009, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6695, loss_cls: 2.5795, loss: 2.5795, grad_norm: 5.6742 2020-07-25 18:22:43,627 - mmaction - INFO - Epoch [8][3120/3757] lr: 1.000e-02, eta: 7 days, 9:12:32, time: 1.824, data_time: 0.005, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6898, loss_cls: 2.4776, loss: 2.4776, grad_norm: 5.4565 2020-07-25 18:23:18,285 - mmaction - INFO - Epoch [8][3140/3757] lr: 1.000e-02, eta: 7 days, 9:11:28, time: 1.727, data_time: 0.005, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6977, loss_cls: 2.4623, loss: 2.4623, grad_norm: 5.4347 2020-07-25 18:23:53,831 - mmaction - INFO - Epoch [8][3160/3757] lr: 1.000e-02, eta: 7 days, 9:10:38, time: 1.784, data_time: 0.038, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6914, loss_cls: 2.4594, loss: 2.4594, grad_norm: 5.4106 2020-07-25 18:24:29,339 - mmaction - INFO - Epoch [8][3180/3757] lr: 1.000e-02, eta: 7 days, 9:09:45, time: 1.774, data_time: 0.025, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6984, loss_cls: 2.4391, loss: 2.4391, grad_norm: 5.5620 2020-07-25 18:25:06,718 - mmaction - INFO - Epoch [8][3200/3757] lr: 1.000e-02, eta: 7 days, 9:09:15, time: 1.871, data_time: 0.022, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6695, loss_cls: 2.5513, loss: 2.5513, grad_norm: 5.6028 2020-07-25 18:25:40,976 - mmaction - INFO - Epoch [8][3220/3757] lr: 1.000e-02, eta: 7 days, 9:08:08, time: 1.713, data_time: 0.003, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6813, loss_cls: 2.5199, loss: 2.5199, grad_norm: 5.5120 2020-07-25 18:26:12,517 - mmaction - INFO - Epoch [8][3240/3757] lr: 1.000e-02, eta: 7 days, 9:06:29, time: 1.577, data_time: 0.009, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6836, loss_cls: 2.5162, loss: 2.5162, grad_norm: 5.5178 2020-07-25 18:26:50,875 - mmaction - INFO - Epoch [8][3260/3757] lr: 1.000e-02, eta: 7 days, 9:06:10, time: 1.918, data_time: 0.002, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6828, loss_cls: 2.4572, loss: 2.4572, grad_norm: 5.5975 2020-07-25 18:27:26,438 - mmaction - INFO - Epoch [8][3280/3757] lr: 1.000e-02, eta: 7 days, 9:05:16, time: 1.770, data_time: 0.007, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6805, loss_cls: 2.5540, loss: 2.5540, grad_norm: 5.7064 2020-07-25 18:28:02,344 - mmaction - INFO - Epoch [8][3300/3757] lr: 1.000e-02, eta: 7 days, 9:04:30, time: 1.801, data_time: 0.011, memory: 5170, top1_acc: 0.4727, top5_acc: 0.6891, loss_cls: 2.4483, loss: 2.4483, grad_norm: 5.4902 2020-07-25 18:28:36,588 - mmaction - INFO - Epoch [8][3320/3757] lr: 1.000e-02, eta: 7 days, 9:03:22, time: 1.709, data_time: 0.010, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6906, loss_cls: 2.4205, loss: 2.4205, grad_norm: 5.4981 2020-07-25 18:29:12,650 - mmaction - INFO - Epoch [8][3340/3757] lr: 1.000e-02, eta: 7 days, 9:02:36, time: 1.803, data_time: 0.018, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6992, loss_cls: 2.4701, loss: 2.4701, grad_norm: 5.5733 2020-07-25 18:29:45,254 - mmaction - INFO - Epoch [8][3360/3757] lr: 1.000e-02, eta: 7 days, 9:01:11, time: 1.636, data_time: 0.360, memory: 5170, top1_acc: 0.4328, top5_acc: 0.7000, loss_cls: 2.4404, loss: 2.4404, grad_norm: 5.6866 2020-07-25 18:30:19,237 - mmaction - INFO - Epoch [8][3380/3757] lr: 1.000e-02, eta: 7 days, 8:59:59, time: 1.691, data_time: 0.174, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6945, loss_cls: 2.5162, loss: 2.5162, grad_norm: 5.6773 2020-07-25 18:30:54,251 - mmaction - INFO - Epoch [8][3400/3757] lr: 1.000e-02, eta: 7 days, 8:59:03, time: 1.759, data_time: 0.525, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6883, loss_cls: 2.4819, loss: 2.4819, grad_norm: 5.6035 2020-07-25 18:31:29,825 - mmaction - INFO - Epoch [8][3420/3757] lr: 1.000e-02, eta: 7 days, 8:58:10, time: 1.772, data_time: 0.007, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6680, loss_cls: 2.6046, loss: 2.6046, grad_norm: 5.5538 2020-07-25 18:32:08,473 - mmaction - INFO - Epoch [8][3440/3757] lr: 1.000e-02, eta: 7 days, 8:57:54, time: 1.930, data_time: 0.009, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6937, loss_cls: 2.4475, loss: 2.4475, grad_norm: 5.5528 2020-07-25 18:32:40,844 - mmaction - INFO - Epoch [8][3460/3757] lr: 1.000e-02, eta: 7 days, 8:56:27, time: 1.627, data_time: 0.011, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7102, loss_cls: 2.3933, loss: 2.3933, grad_norm: 5.4758 2020-07-25 18:33:14,980 - mmaction - INFO - Epoch [8][3480/3757] lr: 1.000e-02, eta: 7 days, 8:55:18, time: 1.702, data_time: 0.008, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6711, loss_cls: 2.5599, loss: 2.5599, grad_norm: 5.6882 2020-07-25 18:33:54,572 - mmaction - INFO - Epoch [8][3500/3757] lr: 1.000e-02, eta: 7 days, 8:55:14, time: 1.984, data_time: 0.010, memory: 5170, top1_acc: 0.4227, top5_acc: 0.7023, loss_cls: 2.5011, loss: 2.5011, grad_norm: 5.5109 2020-07-25 18:34:30,914 - mmaction - INFO - Epoch [8][3520/3757] lr: 1.000e-02, eta: 7 days, 8:54:31, time: 1.816, data_time: 0.009, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6852, loss_cls: 2.5457, loss: 2.5457, grad_norm: 5.4423 2020-07-25 18:35:03,985 - mmaction - INFO - Epoch [8][3540/3757] lr: 1.000e-02, eta: 7 days, 8:53:11, time: 1.655, data_time: 0.013, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.5023, loss: 2.5023, grad_norm: 5.4111 2020-07-25 18:35:36,464 - mmaction - INFO - Epoch [8][3560/3757] lr: 1.000e-02, eta: 7 days, 8:51:44, time: 1.621, data_time: 0.007, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6953, loss_cls: 2.5426, loss: 2.5426, grad_norm: 5.6133 2020-07-25 18:36:14,948 - mmaction - INFO - Epoch [8][3580/3757] lr: 1.000e-02, eta: 7 days, 8:51:26, time: 1.926, data_time: 0.010, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7141, loss_cls: 2.3813, loss: 2.3813, grad_norm: 5.4428 2020-07-25 18:36:48,597 - mmaction - INFO - Epoch [8][3600/3757] lr: 1.000e-02, eta: 7 days, 8:50:13, time: 1.682, data_time: 0.011, memory: 5170, top1_acc: 0.4352, top5_acc: 0.7031, loss_cls: 2.5001, loss: 2.5001, grad_norm: 5.5578 2020-07-25 18:37:24,996 - mmaction - INFO - Epoch [8][3620/3757] lr: 1.000e-02, eta: 7 days, 8:49:31, time: 1.819, data_time: 0.007, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6844, loss_cls: 2.4813, loss: 2.4813, grad_norm: 5.5336 2020-07-25 18:37:59,373 - mmaction - INFO - Epoch [8][3640/3757] lr: 1.000e-02, eta: 7 days, 8:48:24, time: 1.712, data_time: 0.012, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6727, loss_cls: 2.5209, loss: 2.5209, grad_norm: 5.6298 2020-07-25 18:38:33,653 - mmaction - INFO - Epoch [8][3660/3757] lr: 1.000e-02, eta: 7 days, 8:47:20, time: 1.723, data_time: 0.012, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6906, loss_cls: 2.5080, loss: 2.5080, grad_norm: 5.6883 2020-07-25 18:39:07,506 - mmaction - INFO - Epoch [8][3680/3757] lr: 1.000e-02, eta: 7 days, 8:46:09, time: 1.689, data_time: 0.011, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6992, loss_cls: 2.4571, loss: 2.4571, grad_norm: 5.5736 2020-07-25 18:39:42,979 - mmaction - INFO - Epoch [8][3700/3757] lr: 1.000e-02, eta: 7 days, 8:45:17, time: 1.777, data_time: 0.009, memory: 5170, top1_acc: 0.4461, top5_acc: 0.6852, loss_cls: 2.4681, loss: 2.4681, grad_norm: 5.5091 2020-07-25 18:40:18,523 - mmaction - INFO - Epoch [8][3720/3757] lr: 1.000e-02, eta: 7 days, 8:44:24, time: 1.771, data_time: 0.023, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6875, loss_cls: 2.4572, loss: 2.4572, grad_norm: 5.4806 2020-07-25 18:40:53,723 - mmaction - INFO - Epoch [8][3740/3757] lr: 1.000e-02, eta: 7 days, 8:43:30, time: 1.767, data_time: 0.546, memory: 5170, top1_acc: 0.4289, top5_acc: 0.7000, loss_cls: 2.4470, loss: 2.4470, grad_norm: 5.6233 2020-07-25 18:41:18,687 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-07-25 18:42:06,765 - mmaction - INFO - Epoch [9][20/3757] lr: 1.000e-02, eta: 7 days, 8:38:19, time: 2.345, data_time: 0.936, memory: 5170, top1_acc: 0.4383, top5_acc: 0.7047, loss_cls: 2.4688, loss: 2.4688, grad_norm: 5.5929 2020-07-25 18:42:42,903 - mmaction - INFO - Epoch [9][40/3757] lr: 1.000e-02, eta: 7 days, 8:37:34, time: 1.805, data_time: 0.291, memory: 5170, top1_acc: 0.4320, top5_acc: 0.7000, loss_cls: 2.4926, loss: 2.4926, grad_norm: 5.5657 2020-07-25 18:43:18,363 - mmaction - INFO - Epoch [9][60/3757] lr: 1.000e-02, eta: 7 days, 8:36:40, time: 1.763, data_time: 0.744, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7109, loss_cls: 2.4146, loss: 2.4146, grad_norm: 5.5493 2020-07-25 18:43:52,226 - mmaction - INFO - Epoch [9][80/3757] lr: 1.000e-02, eta: 7 days, 8:35:32, time: 1.704, data_time: 1.007, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7055, loss_cls: 2.3699, loss: 2.3699, grad_norm: 5.6074 2020-07-25 18:44:28,211 - mmaction - INFO - Epoch [9][100/3757] lr: 1.000e-02, eta: 7 days, 8:34:45, time: 1.797, data_time: 1.211, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6961, loss_cls: 2.4370, loss: 2.4370, grad_norm: 5.4456 2020-07-25 18:45:03,293 - mmaction - INFO - Epoch [9][120/3757] lr: 1.000e-02, eta: 7 days, 8:33:49, time: 1.754, data_time: 0.958, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.5018, loss: 2.5018, grad_norm: 5.6202 2020-07-25 18:45:38,625 - mmaction - INFO - Epoch [9][140/3757] lr: 1.000e-02, eta: 7 days, 8:32:56, time: 1.770, data_time: 0.419, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6898, loss_cls: 2.4822, loss: 2.4822, grad_norm: 5.5708 2020-07-25 18:46:11,371 - mmaction - INFO - Epoch [9][160/3757] lr: 1.000e-02, eta: 7 days, 8:31:31, time: 1.630, data_time: 0.008, memory: 5170, top1_acc: 0.4414, top5_acc: 0.7023, loss_cls: 2.4498, loss: 2.4498, grad_norm: 5.4563 2020-07-25 18:46:49,533 - mmaction - INFO - Epoch [9][180/3757] lr: 1.000e-02, eta: 7 days, 8:31:11, time: 1.914, data_time: 0.152, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6859, loss_cls: 2.5134, loss: 2.5134, grad_norm: 5.6313 2020-07-25 18:47:23,679 - mmaction - INFO - Epoch [9][200/3757] lr: 1.000e-02, eta: 7 days, 8:30:03, time: 1.700, data_time: 0.009, memory: 5170, top1_acc: 0.4359, top5_acc: 0.7055, loss_cls: 2.4498, loss: 2.4498, grad_norm: 5.5309 2020-07-25 18:47:57,417 - mmaction - INFO - Epoch [9][220/3757] lr: 1.000e-02, eta: 7 days, 8:28:53, time: 1.695, data_time: 0.019, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7055, loss_cls: 2.4068, loss: 2.4068, grad_norm: 5.4698 2020-07-25 18:48:30,975 - mmaction - INFO - Epoch [9][240/3757] lr: 1.000e-02, eta: 7 days, 8:27:37, time: 1.670, data_time: 0.328, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6734, loss_cls: 2.4913, loss: 2.4913, grad_norm: 5.5766 2020-07-25 18:49:08,319 - mmaction - INFO - Epoch [9][260/3757] lr: 1.000e-02, eta: 7 days, 8:27:07, time: 1.868, data_time: 0.197, memory: 5170, top1_acc: 0.4688, top5_acc: 0.6898, loss_cls: 2.4153, loss: 2.4153, grad_norm: 5.4382 2020-07-25 18:49:40,494 - mmaction - INFO - Epoch [9][280/3757] lr: 1.000e-02, eta: 7 days, 8:25:40, time: 1.617, data_time: 0.010, memory: 5170, top1_acc: 0.4375, top5_acc: 0.7086, loss_cls: 2.3935, loss: 2.3935, grad_norm: 5.5858 2020-07-25 18:50:16,052 - mmaction - INFO - Epoch [9][300/3757] lr: 1.000e-02, eta: 7 days, 8:24:49, time: 1.777, data_time: 0.076, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7336, loss_cls: 2.3264, loss: 2.3264, grad_norm: 5.3968 2020-07-25 18:50:54,249 - mmaction - INFO - Epoch [9][320/3757] lr: 1.000e-02, eta: 7 days, 8:24:27, time: 1.904, data_time: 0.004, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6969, loss_cls: 2.4810, loss: 2.4810, grad_norm: 5.5586 2020-07-25 18:51:24,814 - mmaction - INFO - Epoch [9][340/3757] lr: 1.000e-02, eta: 7 days, 8:22:41, time: 1.534, data_time: 0.304, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6883, loss_cls: 2.4704, loss: 2.4704, grad_norm: 5.6656 2020-07-25 18:52:01,561 - mmaction - INFO - Epoch [9][360/3757] lr: 1.000e-02, eta: 7 days, 8:22:04, time: 1.838, data_time: 0.442, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6922, loss_cls: 2.4908, loss: 2.4908, grad_norm: 5.5919 2020-07-25 18:52:36,537 - mmaction - INFO - Epoch [9][380/3757] lr: 1.000e-02, eta: 7 days, 8:21:05, time: 1.742, data_time: 0.091, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6969, loss_cls: 2.4445, loss: 2.4445, grad_norm: 5.5979 2020-07-25 18:53:11,313 - mmaction - INFO - Epoch [9][400/3757] lr: 1.000e-02, eta: 7 days, 8:20:07, time: 1.743, data_time: 0.017, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6781, loss_cls: 2.5049, loss: 2.5049, grad_norm: 5.6033 2020-07-25 18:53:49,472 - mmaction - INFO - Epoch [9][420/3757] lr: 1.000e-02, eta: 7 days, 8:19:45, time: 1.904, data_time: 0.005, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6922, loss_cls: 2.4942, loss: 2.4942, grad_norm: 5.6084 2020-07-25 18:54:24,226 - mmaction - INFO - Epoch [9][440/3757] lr: 1.000e-02, eta: 7 days, 8:18:46, time: 1.742, data_time: 0.008, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6961, loss_cls: 2.5130, loss: 2.5130, grad_norm: 5.4847 2020-07-25 18:54:59,758 - mmaction - INFO - Epoch [9][460/3757] lr: 1.000e-02, eta: 7 days, 8:17:55, time: 1.775, data_time: 0.010, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.4361, loss: 2.4361, grad_norm: 5.2966 2020-07-25 18:55:33,933 - mmaction - INFO - Epoch [9][480/3757] lr: 1.000e-02, eta: 7 days, 8:16:49, time: 1.710, data_time: 0.004, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7086, loss_cls: 2.3380, loss: 2.3380, grad_norm: 5.3964 2020-07-25 18:56:09,195 - mmaction - INFO - Epoch [9][500/3757] lr: 1.000e-02, eta: 7 days, 8:15:56, time: 1.763, data_time: 0.004, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6914, loss_cls: 2.5022, loss: 2.5022, grad_norm: 5.6964 2020-07-25 18:56:47,420 - mmaction - INFO - Epoch [9][520/3757] lr: 1.000e-02, eta: 7 days, 8:15:35, time: 1.911, data_time: 0.008, memory: 5170, top1_acc: 0.4352, top5_acc: 0.7102, loss_cls: 2.4755, loss: 2.4755, grad_norm: 5.6469 2020-07-25 18:57:22,896 - mmaction - INFO - Epoch [9][540/3757] lr: 1.000e-02, eta: 7 days, 8:14:44, time: 1.774, data_time: 0.003, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7008, loss_cls: 2.4193, loss: 2.4193, grad_norm: 5.5644 2020-07-25 18:57:56,329 - mmaction - INFO - Epoch [9][560/3757] lr: 1.000e-02, eta: 7 days, 8:13:28, time: 1.664, data_time: 0.008, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6867, loss_cls: 2.5391, loss: 2.5391, grad_norm: 5.7382 2020-07-25 18:58:33,127 - mmaction - INFO - Epoch [9][580/3757] lr: 1.000e-02, eta: 7 days, 8:12:53, time: 1.847, data_time: 0.030, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6945, loss_cls: 2.5462, loss: 2.5462, grad_norm: 5.5628 2020-07-25 18:59:06,286 - mmaction - INFO - Epoch [9][600/3757] lr: 1.000e-02, eta: 7 days, 8:11:35, time: 1.657, data_time: 0.010, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7008, loss_cls: 2.4301, loss: 2.4301, grad_norm: 5.4958 2020-07-25 18:59:38,726 - mmaction - INFO - Epoch [9][620/3757] lr: 1.000e-02, eta: 7 days, 8:10:09, time: 1.618, data_time: 0.009, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7195, loss_cls: 2.3905, loss: 2.3905, grad_norm: 5.4257 2020-07-25 19:00:12,459 - mmaction - INFO - Epoch [9][640/3757] lr: 1.000e-02, eta: 7 days, 8:08:59, time: 1.689, data_time: 0.014, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6953, loss_cls: 2.4684, loss: 2.4684, grad_norm: 5.6516 2020-07-25 19:00:47,518 - mmaction - INFO - Epoch [9][660/3757] lr: 1.000e-02, eta: 7 days, 8:08:03, time: 1.754, data_time: 0.018, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6648, loss_cls: 2.6062, loss: 2.6062, grad_norm: 5.7199 2020-07-25 19:01:22,237 - mmaction - INFO - Epoch [9][680/3757] lr: 1.000e-02, eta: 7 days, 8:07:04, time: 1.738, data_time: 0.009, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6711, loss_cls: 2.6341, loss: 2.6341, grad_norm: 5.6125 2020-07-25 19:01:58,741 - mmaction - INFO - Epoch [9][700/3757] lr: 1.000e-02, eta: 7 days, 8:06:24, time: 1.823, data_time: 0.002, memory: 5170, top1_acc: 0.4406, top5_acc: 0.7016, loss_cls: 2.4744, loss: 2.4744, grad_norm: 5.5018 2020-07-25 19:02:31,801 - mmaction - INFO - Epoch [9][720/3757] lr: 1.000e-02, eta: 7 days, 8:05:06, time: 1.655, data_time: 0.010, memory: 5170, top1_acc: 0.4289, top5_acc: 0.7086, loss_cls: 2.4410, loss: 2.4410, grad_norm: 5.5999 2020-07-25 19:03:07,634 - mmaction - INFO - Epoch [9][740/3757] lr: 1.000e-02, eta: 7 days, 8:04:19, time: 1.792, data_time: 0.002, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6898, loss_cls: 2.4844, loss: 2.4844, grad_norm: 5.5715 2020-07-25 19:03:44,802 - mmaction - INFO - Epoch [9][760/3757] lr: 1.000e-02, eta: 7 days, 8:03:47, time: 1.858, data_time: 0.002, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6930, loss_cls: 2.5468, loss: 2.5468, grad_norm: 5.5399 2020-07-25 19:04:17,460 - mmaction - INFO - Epoch [9][780/3757] lr: 1.000e-02, eta: 7 days, 8:02:24, time: 1.634, data_time: 0.075, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6930, loss_cls: 2.4960, loss: 2.4960, grad_norm: 5.6150 2020-07-25 19:04:52,906 - mmaction - INFO - Epoch [9][800/3757] lr: 1.000e-02, eta: 7 days, 8:01:33, time: 1.771, data_time: 0.225, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6820, loss_cls: 2.4778, loss: 2.4778, grad_norm: 5.5456 2020-07-25 19:05:28,143 - mmaction - INFO - Epoch [9][820/3757] lr: 1.000e-02, eta: 7 days, 8:00:39, time: 1.763, data_time: 0.009, memory: 5170, top1_acc: 0.4391, top5_acc: 0.7086, loss_cls: 2.4130, loss: 2.4130, grad_norm: 5.5603 2020-07-25 19:06:03,832 - mmaction - INFO - Epoch [9][840/3757] lr: 1.000e-02, eta: 7 days, 7:59:50, time: 1.784, data_time: 0.073, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7055, loss_cls: 2.4151, loss: 2.4151, grad_norm: 5.7775 2020-07-25 19:06:41,002 - mmaction - INFO - Epoch [9][860/3757] lr: 1.000e-02, eta: 7 days, 7:59:16, time: 1.849, data_time: 0.198, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6789, loss_cls: 2.5081, loss: 2.5081, grad_norm: 5.6443 2020-07-25 19:07:14,258 - mmaction - INFO - Epoch [9][880/3757] lr: 1.000e-02, eta: 7 days, 7:58:02, time: 1.671, data_time: 0.013, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6984, loss_cls: 2.4648, loss: 2.4648, grad_norm: 5.5311 2020-07-25 19:07:47,048 - mmaction - INFO - Epoch [9][900/3757] lr: 1.000e-02, eta: 7 days, 7:56:42, time: 1.641, data_time: 0.007, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6875, loss_cls: 2.4959, loss: 2.4959, grad_norm: 5.5199 2020-07-25 19:08:21,568 - mmaction - INFO - Epoch [9][920/3757] lr: 1.000e-02, eta: 7 days, 7:55:40, time: 1.727, data_time: 0.004, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6836, loss_cls: 2.4383, loss: 2.4383, grad_norm: 5.5989 2020-07-25 19:08:59,958 - mmaction - INFO - Epoch [9][940/3757] lr: 1.000e-02, eta: 7 days, 7:55:22, time: 1.919, data_time: 0.008, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6820, loss_cls: 2.5362, loss: 2.5362, grad_norm: 5.4674 2020-07-25 19:09:34,362 - mmaction - INFO - Epoch [9][960/3757] lr: 1.000e-02, eta: 7 days, 7:54:18, time: 1.717, data_time: 0.008, memory: 5170, top1_acc: 0.4336, top5_acc: 0.7055, loss_cls: 2.4533, loss: 2.4533, grad_norm: 5.5594 2020-07-25 19:10:11,432 - mmaction - INFO - Epoch [9][980/3757] lr: 1.000e-02, eta: 7 days, 7:53:46, time: 1.856, data_time: 0.008, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6914, loss_cls: 2.4300, loss: 2.4300, grad_norm: 5.6118 2020-07-25 19:10:43,750 - mmaction - INFO - Epoch [9][1000/3757] lr: 1.000e-02, eta: 7 days, 7:52:20, time: 1.618, data_time: 0.004, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6586, loss_cls: 2.5896, loss: 2.5896, grad_norm: 5.5662 2020-07-25 19:11:20,045 - mmaction - INFO - Epoch [9][1020/3757] lr: 1.000e-02, eta: 7 days, 7:51:38, time: 1.814, data_time: 0.006, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6883, loss_cls: 2.4818, loss: 2.4818, grad_norm: 5.3903 2020-07-25 19:11:56,083 - mmaction - INFO - Epoch [9][1040/3757] lr: 1.000e-02, eta: 7 days, 7:50:52, time: 1.793, data_time: 0.002, memory: 5170, top1_acc: 0.4414, top5_acc: 0.7023, loss_cls: 2.3630, loss: 2.3630, grad_norm: 5.3674 2020-07-25 19:12:29,601 - mmaction - INFO - Epoch [9][1060/3757] lr: 1.000e-02, eta: 7 days, 7:49:41, time: 1.684, data_time: 0.012, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7117, loss_cls: 2.3591, loss: 2.3591, grad_norm: 5.4311 2020-07-25 19:13:05,335 - mmaction - INFO - Epoch [9][1080/3757] lr: 1.000e-02, eta: 7 days, 7:48:53, time: 1.787, data_time: 0.009, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6797, loss_cls: 2.4580, loss: 2.4580, grad_norm: 5.5422 2020-07-25 19:13:39,801 - mmaction - INFO - Epoch [9][1100/3757] lr: 1.000e-02, eta: 7 days, 7:47:51, time: 1.723, data_time: 0.003, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7047, loss_cls: 2.4361, loss: 2.4361, grad_norm: 5.5199 2020-07-25 19:14:12,732 - mmaction - INFO - Epoch [9][1120/3757] lr: 1.000e-02, eta: 7 days, 7:46:32, time: 1.642, data_time: 0.008, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7031, loss_cls: 2.3980, loss: 2.3980, grad_norm: 5.4112 2020-07-25 19:14:49,083 - mmaction - INFO - Epoch [9][1140/3757] lr: 1.000e-02, eta: 7 days, 7:45:52, time: 1.821, data_time: 0.011, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7086, loss_cls: 2.3336, loss: 2.3336, grad_norm: 5.5488 2020-07-25 19:15:25,648 - mmaction - INFO - Epoch [9][1160/3757] lr: 1.000e-02, eta: 7 days, 7:45:12, time: 1.823, data_time: 0.009, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7250, loss_cls: 2.3315, loss: 2.3315, grad_norm: 5.5219 2020-07-25 19:16:00,961 - mmaction - INFO - Epoch [9][1180/3757] lr: 1.000e-02, eta: 7 days, 7:44:21, time: 1.771, data_time: 0.009, memory: 5170, top1_acc: 0.4555, top5_acc: 0.6867, loss_cls: 2.5153, loss: 2.5153, grad_norm: 5.6329 2020-07-25 19:16:34,341 - mmaction - INFO - Epoch [9][1200/3757] lr: 1.000e-02, eta: 7 days, 7:43:05, time: 1.663, data_time: 0.007, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6992, loss_cls: 2.5316, loss: 2.5316, grad_norm: 5.6345 2020-07-25 19:17:10,411 - mmaction - INFO - Epoch [9][1220/3757] lr: 1.000e-02, eta: 7 days, 7:42:23, time: 1.811, data_time: 0.375, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4776, loss: 2.4776, grad_norm: 5.6220 2020-07-25 19:17:45,626 - mmaction - INFO - Epoch [9][1240/3757] lr: 1.000e-02, eta: 7 days, 7:41:29, time: 1.758, data_time: 0.371, memory: 5170, top1_acc: 0.4414, top5_acc: 0.7023, loss_cls: 2.4202, loss: 2.4202, grad_norm: 5.8406 2020-07-25 19:18:22,881 - mmaction - INFO - Epoch [9][1260/3757] lr: 1.000e-02, eta: 7 days, 7:40:58, time: 1.864, data_time: 0.369, memory: 5170, top1_acc: 0.4578, top5_acc: 0.6953, loss_cls: 2.4179, loss: 2.4179, grad_norm: 5.6427 2020-07-25 19:18:58,609 - mmaction - INFO - Epoch [9][1280/3757] lr: 1.000e-02, eta: 7 days, 7:40:11, time: 1.788, data_time: 0.081, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6719, loss_cls: 2.5466, loss: 2.5466, grad_norm: 5.6383 2020-07-25 19:19:32,952 - mmaction - INFO - Epoch [9][1300/3757] lr: 1.000e-02, eta: 7 days, 7:39:07, time: 1.714, data_time: 0.009, memory: 5170, top1_acc: 0.4531, top5_acc: 0.6852, loss_cls: 2.4703, loss: 2.4703, grad_norm: 5.5316 2020-07-25 19:20:09,649 - mmaction - INFO - Epoch [9][1320/3757] lr: 1.000e-02, eta: 7 days, 7:38:30, time: 1.835, data_time: 0.009, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6852, loss_cls: 2.4900, loss: 2.4900, grad_norm: 5.6686 2020-07-25 19:20:42,828 - mmaction - INFO - Epoch [9][1340/3757] lr: 1.000e-02, eta: 7 days, 7:37:15, time: 1.661, data_time: 0.006, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6977, loss_cls: 2.4282, loss: 2.4282, grad_norm: 5.7452 2020-07-25 19:21:17,702 - mmaction - INFO - Epoch [9][1360/3757] lr: 1.000e-02, eta: 7 days, 7:36:18, time: 1.746, data_time: 0.004, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6766, loss_cls: 2.5035, loss: 2.5035, grad_norm: 5.7052 2020-07-25 19:21:51,871 - mmaction - INFO - Epoch [9][1380/3757] lr: 1.000e-02, eta: 7 days, 7:35:12, time: 1.702, data_time: 0.007, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6828, loss_cls: 2.4967, loss: 2.4967, grad_norm: 5.5879 2020-07-25 19:22:26,873 - mmaction - INFO - Epoch [9][1400/3757] lr: 1.000e-02, eta: 7 days, 7:34:18, time: 1.757, data_time: 0.009, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6867, loss_cls: 2.4758, loss: 2.4758, grad_norm: 5.5956 2020-07-25 19:23:01,936 - mmaction - INFO - Epoch [9][1420/3757] lr: 1.000e-02, eta: 7 days, 7:33:23, time: 1.753, data_time: 0.003, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6789, loss_cls: 2.5006, loss: 2.5006, grad_norm: 5.5928 2020-07-25 19:23:36,792 - mmaction - INFO - Epoch [9][1440/3757] lr: 1.000e-02, eta: 7 days, 7:32:26, time: 1.742, data_time: 0.013, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6828, loss_cls: 2.4770, loss: 2.4770, grad_norm: 5.4692 2020-07-25 19:24:10,843 - mmaction - INFO - Epoch [9][1460/3757] lr: 1.000e-02, eta: 7 days, 7:31:19, time: 1.695, data_time: 0.008, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6766, loss_cls: 2.4807, loss: 2.4807, grad_norm: 5.4519 2020-07-25 19:24:46,622 - mmaction - INFO - Epoch [9][1480/3757] lr: 1.000e-02, eta: 7 days, 7:30:33, time: 1.795, data_time: 0.009, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6687, loss_cls: 2.5641, loss: 2.5641, grad_norm: 5.7597 2020-07-25 19:25:24,834 - mmaction - INFO - Epoch [9][1500/3757] lr: 1.000e-02, eta: 7 days, 7:30:12, time: 1.906, data_time: 0.007, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6820, loss_cls: 2.4607, loss: 2.4607, grad_norm: 5.5161 2020-07-25 19:25:58,741 - mmaction - INFO - Epoch [9][1520/3757] lr: 1.000e-02, eta: 7 days, 7:29:05, time: 1.697, data_time: 0.008, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6656, loss_cls: 2.5201, loss: 2.5201, grad_norm: 5.5124 2020-07-25 19:26:35,112 - mmaction - INFO - Epoch [9][1540/3757] lr: 1.000e-02, eta: 7 days, 7:28:24, time: 1.819, data_time: 0.011, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6891, loss_cls: 2.4812, loss: 2.4812, grad_norm: 5.6172 2020-07-25 19:27:09,035 - mmaction - INFO - Epoch [9][1560/3757] lr: 1.000e-02, eta: 7 days, 7:27:18, time: 1.697, data_time: 0.007, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7000, loss_cls: 2.4286, loss: 2.4286, grad_norm: 5.6188 2020-07-25 19:27:45,746 - mmaction - INFO - Epoch [9][1580/3757] lr: 1.000e-02, eta: 7 days, 7:26:41, time: 1.836, data_time: 0.013, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7031, loss_cls: 2.4073, loss: 2.4073, grad_norm: 5.5919 2020-07-25 19:28:23,595 - mmaction - INFO - Epoch [9][1600/3757] lr: 1.000e-02, eta: 7 days, 7:26:17, time: 1.893, data_time: 0.004, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6773, loss_cls: 2.5084, loss: 2.5084, grad_norm: 5.6289 2020-07-25 19:28:57,415 - mmaction - INFO - Epoch [9][1620/3757] lr: 1.000e-02, eta: 7 days, 7:25:07, time: 1.686, data_time: 0.008, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6875, loss_cls: 2.4868, loss: 2.4868, grad_norm: 5.5333 2020-07-25 19:29:35,171 - mmaction - INFO - Epoch [9][1640/3757] lr: 1.000e-02, eta: 7 days, 7:24:43, time: 1.890, data_time: 0.012, memory: 5170, top1_acc: 0.4531, top5_acc: 0.6797, loss_cls: 2.4282, loss: 2.4282, grad_norm: 5.6553 2020-07-25 19:30:09,742 - mmaction - INFO - Epoch [9][1660/3757] lr: 1.000e-02, eta: 7 days, 7:23:42, time: 1.728, data_time: 0.010, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6852, loss_cls: 2.4220, loss: 2.4220, grad_norm: 5.6308 2020-07-25 19:30:43,729 - mmaction - INFO - Epoch [9][1680/3757] lr: 1.000e-02, eta: 7 days, 7:22:37, time: 1.703, data_time: 0.006, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6930, loss_cls: 2.4943, loss: 2.4943, grad_norm: 5.7045 2020-07-25 19:31:19,095 - mmaction - INFO - Epoch [9][1700/3757] lr: 1.000e-02, eta: 7 days, 7:21:44, time: 1.761, data_time: 0.008, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6680, loss_cls: 2.4907, loss: 2.4907, grad_norm: 5.5707 2020-07-25 19:31:51,506 - mmaction - INFO - Epoch [9][1720/3757] lr: 1.000e-02, eta: 7 days, 7:20:22, time: 1.627, data_time: 0.010, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6906, loss_cls: 2.4722, loss: 2.4722, grad_norm: 5.6218 2020-07-25 19:32:28,277 - mmaction - INFO - Epoch [9][1740/3757] lr: 1.000e-02, eta: 7 days, 7:19:45, time: 1.830, data_time: 0.008, memory: 5170, top1_acc: 0.4211, top5_acc: 0.7039, loss_cls: 2.4534, loss: 2.4534, grad_norm: 5.5409 2020-07-25 19:33:05,878 - mmaction - INFO - Epoch [9][1760/3757] lr: 1.000e-02, eta: 7 days, 7:19:19, time: 1.886, data_time: 0.165, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6820, loss_cls: 2.4782, loss: 2.4782, grad_norm: 5.4591 2020-07-25 19:33:38,212 - mmaction - INFO - Epoch [9][1780/3757] lr: 1.000e-02, eta: 7 days, 7:17:55, time: 1.620, data_time: 0.847, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6953, loss_cls: 2.4860, loss: 2.4860, grad_norm: 5.6209 2020-07-25 19:34:15,037 - mmaction - INFO - Epoch [9][1800/3757] lr: 1.000e-02, eta: 7 days, 7:17:20, time: 1.840, data_time: 0.807, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7000, loss_cls: 2.3715, loss: 2.3715, grad_norm: 5.4349 2020-07-25 19:34:49,670 - mmaction - INFO - Epoch [9][1820/3757] lr: 1.000e-02, eta: 7 days, 7:16:21, time: 1.732, data_time: 0.025, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7047, loss_cls: 2.4053, loss: 2.4053, grad_norm: 5.4255 2020-07-25 19:35:22,605 - mmaction - INFO - Epoch [9][1840/3757] lr: 1.000e-02, eta: 7 days, 7:15:03, time: 1.644, data_time: 0.008, memory: 5170, top1_acc: 0.4305, top5_acc: 0.7031, loss_cls: 2.4551, loss: 2.4551, grad_norm: 5.5941 2020-07-25 19:35:57,135 - mmaction - INFO - Epoch [9][1860/3757] lr: 1.000e-02, eta: 7 days, 7:14:03, time: 1.728, data_time: 0.008, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6883, loss_cls: 2.4598, loss: 2.4598, grad_norm: 5.6671 2020-07-25 19:36:32,048 - mmaction - INFO - Epoch [9][1880/3757] lr: 1.000e-02, eta: 7 days, 7:13:05, time: 1.737, data_time: 0.009, memory: 5170, top1_acc: 0.4359, top5_acc: 0.7055, loss_cls: 2.4030, loss: 2.4030, grad_norm: 5.5920 2020-07-25 19:37:07,021 - mmaction - INFO - Epoch [9][1900/3757] lr: 1.000e-02, eta: 7 days, 7:12:12, time: 1.760, data_time: 0.106, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6930, loss_cls: 2.4167, loss: 2.4167, grad_norm: 5.5303 2020-07-25 19:37:43,285 - mmaction - INFO - Epoch [9][1920/3757] lr: 1.000e-02, eta: 7 days, 7:11:31, time: 1.813, data_time: 0.193, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7078, loss_cls: 2.3983, loss: 2.3983, grad_norm: 5.4725 2020-07-25 19:38:19,394 - mmaction - INFO - Epoch [9][1940/3757] lr: 1.000e-02, eta: 7 days, 7:10:48, time: 1.806, data_time: 0.002, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7219, loss_cls: 2.4035, loss: 2.4035, grad_norm: 5.6147 2020-07-25 19:38:56,411 - mmaction - INFO - Epoch [9][1960/3757] lr: 1.000e-02, eta: 7 days, 7:10:13, time: 1.844, data_time: 0.006, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6664, loss_cls: 2.5321, loss: 2.5321, grad_norm: 5.5368 2020-07-25 19:39:31,135 - mmaction - INFO - Epoch [9][1980/3757] lr: 1.000e-02, eta: 7 days, 7:09:17, time: 1.742, data_time: 0.009, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7023, loss_cls: 2.4129, loss: 2.4129, grad_norm: 5.3987 2020-07-25 19:40:05,964 - mmaction - INFO - Epoch [9][2000/3757] lr: 1.000e-02, eta: 7 days, 7:08:20, time: 1.741, data_time: 0.013, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6820, loss_cls: 2.5041, loss: 2.5041, grad_norm: 5.5372 2020-07-25 19:40:40,356 - mmaction - INFO - Epoch [9][2020/3757] lr: 1.000e-02, eta: 7 days, 7:07:19, time: 1.719, data_time: 0.002, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6820, loss_cls: 2.5176, loss: 2.5176, grad_norm: 5.7099 2020-07-25 19:41:14,789 - mmaction - INFO - Epoch [9][2040/3757] lr: 1.000e-02, eta: 7 days, 7:06:16, time: 1.715, data_time: 0.008, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6852, loss_cls: 2.5015, loss: 2.5015, grad_norm: 5.7517 2020-07-25 19:41:48,000 - mmaction - INFO - Epoch [9][2060/3757] lr: 1.000e-02, eta: 7 days, 7:05:02, time: 1.658, data_time: 0.011, memory: 5170, top1_acc: 0.4391, top5_acc: 0.7008, loss_cls: 2.4492, loss: 2.4492, grad_norm: 5.5574 2020-07-25 19:42:21,603 - mmaction - INFO - Epoch [9][2080/3757] lr: 1.000e-02, eta: 7 days, 7:03:53, time: 1.682, data_time: 0.031, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6836, loss_cls: 2.4851, loss: 2.4851, grad_norm: 5.5162 2020-07-25 19:42:57,906 - mmaction - INFO - Epoch [9][2100/3757] lr: 1.000e-02, eta: 7 days, 7:03:13, time: 1.821, data_time: 0.010, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6711, loss_cls: 2.5190, loss: 2.5190, grad_norm: 5.6544 2020-07-25 19:43:34,307 - mmaction - INFO - Epoch [9][2120/3757] lr: 1.000e-02, eta: 7 days, 7:02:32, time: 1.814, data_time: 0.008, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6891, loss_cls: 2.4807, loss: 2.4807, grad_norm: 5.4898 2020-07-25 19:44:09,418 - mmaction - INFO - Epoch [9][2140/3757] lr: 1.000e-02, eta: 7 days, 7:01:40, time: 1.762, data_time: 0.009, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6836, loss_cls: 2.4914, loss: 2.4914, grad_norm: 5.4484 2020-07-25 19:44:46,433 - mmaction - INFO - Epoch [9][2160/3757] lr: 1.000e-02, eta: 7 days, 7:01:07, time: 1.850, data_time: 0.008, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7055, loss_cls: 2.4361, loss: 2.4361, grad_norm: 5.5023 2020-07-25 19:45:20,006 - mmaction - INFO - Epoch [9][2180/3757] lr: 1.000e-02, eta: 7 days, 6:59:56, time: 1.675, data_time: 0.095, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3261, loss: 2.3261, grad_norm: 5.4110 2020-07-25 19:45:56,299 - mmaction - INFO - Epoch [9][2200/3757] lr: 1.000e-02, eta: 7 days, 6:59:15, time: 1.814, data_time: 0.037, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6617, loss_cls: 2.6412, loss: 2.6412, grad_norm: 5.6794 2020-07-25 19:46:32,776 - mmaction - INFO - Epoch [9][2220/3757] lr: 1.000e-02, eta: 7 days, 6:58:37, time: 1.829, data_time: 0.235, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6672, loss_cls: 2.5918, loss: 2.5918, grad_norm: 5.5427 2020-07-25 19:47:09,549 - mmaction - INFO - Epoch [9][2240/3757] lr: 1.000e-02, eta: 7 days, 6:58:00, time: 1.831, data_time: 0.605, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6859, loss_cls: 2.4795, loss: 2.4795, grad_norm: 5.4444 2020-07-25 19:47:44,998 - mmaction - INFO - Epoch [9][2260/3757] lr: 1.000e-02, eta: 7 days, 6:57:11, time: 1.776, data_time: 0.855, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6945, loss_cls: 2.5181, loss: 2.5181, grad_norm: 5.6013 2020-07-25 19:48:17,679 - mmaction - INFO - Epoch [9][2280/3757] lr: 1.000e-02, eta: 7 days, 6:55:53, time: 1.638, data_time: 0.388, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6891, loss_cls: 2.4663, loss: 2.4663, grad_norm: 5.6274 2020-07-25 19:48:55,561 - mmaction - INFO - Epoch [9][2300/3757] lr: 1.000e-02, eta: 7 days, 6:55:28, time: 1.890, data_time: 0.079, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6937, loss_cls: 2.4761, loss: 2.4761, grad_norm: 5.6646 2020-07-25 19:49:30,898 - mmaction - INFO - Epoch [9][2320/3757] lr: 1.000e-02, eta: 7 days, 6:54:38, time: 1.770, data_time: 0.111, memory: 5170, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.4823, loss: 2.4823, grad_norm: 5.5914 2020-07-25 19:50:04,886 - mmaction - INFO - Epoch [9][2340/3757] lr: 1.000e-02, eta: 7 days, 6:53:32, time: 1.698, data_time: 0.015, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6969, loss_cls: 2.4795, loss: 2.4795, grad_norm: 5.5362 2020-07-25 19:50:40,317 - mmaction - INFO - Epoch [9][2360/3757] lr: 1.000e-02, eta: 7 days, 6:52:42, time: 1.770, data_time: 0.025, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6695, loss_cls: 2.5472, loss: 2.5472, grad_norm: 5.6593 2020-07-25 19:51:15,350 - mmaction - INFO - Epoch [9][2380/3757] lr: 1.000e-02, eta: 7 days, 6:51:47, time: 1.749, data_time: 0.030, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6922, loss_cls: 2.4862, loss: 2.4862, grad_norm: 5.6694 2020-07-25 19:51:51,725 - mmaction - INFO - Epoch [9][2400/3757] lr: 1.000e-02, eta: 7 days, 6:51:08, time: 1.825, data_time: 0.009, memory: 5170, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.4653, loss: 2.4653, grad_norm: 5.7289 2020-07-25 19:52:27,222 - mmaction - INFO - Epoch [9][2420/3757] lr: 1.000e-02, eta: 7 days, 6:50:18, time: 1.769, data_time: 0.008, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6773, loss_cls: 2.4898, loss: 2.4898, grad_norm: 5.6284 2020-07-25 19:53:01,860 - mmaction - INFO - Epoch [9][2440/3757] lr: 1.000e-02, eta: 7 days, 6:49:21, time: 1.737, data_time: 0.218, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6883, loss_cls: 2.5026, loss: 2.5026, grad_norm: 5.7045 2020-07-25 19:53:35,393 - mmaction - INFO - Epoch [9][2460/3757] lr: 1.000e-02, eta: 7 days, 6:48:10, time: 1.673, data_time: 0.009, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6859, loss_cls: 2.5352, loss: 2.5352, grad_norm: 5.5350 2020-07-25 19:54:09,793 - mmaction - INFO - Epoch [9][2480/3757] lr: 1.000e-02, eta: 7 days, 6:47:10, time: 1.723, data_time: 0.092, memory: 5170, top1_acc: 0.4289, top5_acc: 0.7031, loss_cls: 2.4587, loss: 2.4587, grad_norm: 5.4283 2020-07-25 19:54:44,144 - mmaction - INFO - Epoch [9][2500/3757] lr: 1.000e-02, eta: 7 days, 6:46:09, time: 1.719, data_time: 0.183, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6977, loss_cls: 2.4867, loss: 2.4867, grad_norm: 5.4628 2020-07-25 19:55:17,126 - mmaction - INFO - Epoch [9][2520/3757] lr: 1.000e-02, eta: 7 days, 6:44:52, time: 1.643, data_time: 0.008, memory: 5170, top1_acc: 0.4461, top5_acc: 0.6875, loss_cls: 2.5036, loss: 2.5036, grad_norm: 5.5582 2020-07-25 19:55:52,767 - mmaction - INFO - Epoch [9][2540/3757] lr: 1.000e-02, eta: 7 days, 6:44:06, time: 1.787, data_time: 0.011, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6914, loss_cls: 2.4596, loss: 2.4596, grad_norm: 5.5763 2020-07-25 19:56:26,843 - mmaction - INFO - Epoch [9][2560/3757] lr: 1.000e-02, eta: 7 days, 6:43:02, time: 1.703, data_time: 0.009, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6937, loss_cls: 2.4274, loss: 2.4274, grad_norm: 5.5148 2020-07-25 19:57:03,748 - mmaction - INFO - Epoch [9][2580/3757] lr: 1.000e-02, eta: 7 days, 6:42:27, time: 1.841, data_time: 0.019, memory: 5170, top1_acc: 0.4336, top5_acc: 0.7031, loss_cls: 2.4628, loss: 2.4628, grad_norm: 5.4980 2020-07-25 19:57:39,213 - mmaction - INFO - Epoch [9][2600/3757] lr: 1.000e-02, eta: 7 days, 6:41:39, time: 1.781, data_time: 0.303, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7023, loss_cls: 2.4488, loss: 2.4488, grad_norm: 5.6412 2020-07-25 19:58:12,981 - mmaction - INFO - Epoch [9][2620/3757] lr: 1.000e-02, eta: 7 days, 6:40:30, time: 1.681, data_time: 0.336, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7109, loss_cls: 2.3710, loss: 2.3710, grad_norm: 5.5446 2020-07-25 19:58:49,278 - mmaction - INFO - Epoch [9][2640/3757] lr: 1.000e-02, eta: 7 days, 6:39:51, time: 1.822, data_time: 0.077, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6734, loss_cls: 2.5631, loss: 2.5631, grad_norm: 5.7386 2020-07-25 19:59:22,201 - mmaction - INFO - Epoch [9][2660/3757] lr: 1.000e-02, eta: 7 days, 6:38:36, time: 1.647, data_time: 0.095, memory: 5170, top1_acc: 0.4336, top5_acc: 0.7000, loss_cls: 2.4430, loss: 2.4430, grad_norm: 5.5048 2020-07-25 19:59:57,370 - mmaction - INFO - Epoch [9][2680/3757] lr: 1.000e-02, eta: 7 days, 6:37:43, time: 1.756, data_time: 0.016, memory: 5170, top1_acc: 0.4406, top5_acc: 0.7055, loss_cls: 2.3696, loss: 2.3696, grad_norm: 5.3942 2020-07-25 20:00:33,759 - mmaction - INFO - Epoch [9][2700/3757] lr: 1.000e-02, eta: 7 days, 6:37:01, time: 1.810, data_time: 0.009, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6898, loss_cls: 2.4601, loss: 2.4601, grad_norm: 5.5758 2020-07-25 20:01:09,561 - mmaction - INFO - Epoch [9][2720/3757] lr: 1.000e-02, eta: 7 days, 6:36:18, time: 1.800, data_time: 0.035, memory: 5170, top1_acc: 0.4328, top5_acc: 0.7063, loss_cls: 2.4568, loss: 2.4568, grad_norm: 5.5373 2020-07-25 20:01:43,939 - mmaction - INFO - Epoch [9][2740/3757] lr: 1.000e-02, eta: 7 days, 6:35:18, time: 1.720, data_time: 0.009, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6828, loss_cls: 2.4646, loss: 2.4646, grad_norm: 5.5090 2020-07-25 20:02:16,996 - mmaction - INFO - Epoch [9][2760/3757] lr: 1.000e-02, eta: 7 days, 6:34:03, time: 1.650, data_time: 0.002, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6984, loss_cls: 2.4339, loss: 2.4339, grad_norm: 5.6103 2020-07-25 20:02:50,183 - mmaction - INFO - Epoch [9][2780/3757] lr: 1.000e-02, eta: 7 days, 6:32:50, time: 1.662, data_time: 0.005, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7031, loss_cls: 2.3694, loss: 2.3694, grad_norm: 5.4830 2020-07-25 20:03:26,363 - mmaction - INFO - Epoch [9][2800/3757] lr: 1.000e-02, eta: 7 days, 6:32:07, time: 1.800, data_time: 0.021, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6906, loss_cls: 2.5492, loss: 2.5492, grad_norm: 5.7293 2020-07-25 20:03:59,638 - mmaction - INFO - Epoch [9][2820/3757] lr: 1.000e-02, eta: 7 days, 6:30:57, time: 1.673, data_time: 0.011, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7055, loss_cls: 2.4139, loss: 2.4139, grad_norm: 5.4266 2020-07-25 20:04:34,622 - mmaction - INFO - Epoch [9][2840/3757] lr: 1.000e-02, eta: 7 days, 6:30:01, time: 1.741, data_time: 0.007, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7164, loss_cls: 2.3604, loss: 2.3604, grad_norm: 5.5700 2020-07-25 20:05:13,867 - mmaction - INFO - Epoch [9][2860/3757] lr: 1.000e-02, eta: 7 days, 6:29:52, time: 1.964, data_time: 0.095, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6828, loss_cls: 2.5504, loss: 2.5504, grad_norm: 5.6872 2020-07-25 20:05:48,695 - mmaction - INFO - Epoch [9][2880/3757] lr: 1.000e-02, eta: 7 days, 6:28:58, time: 1.748, data_time: 0.009, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7156, loss_cls: 2.4231, loss: 2.4231, grad_norm: 5.5775 2020-07-25 20:06:21,244 - mmaction - INFO - Epoch [9][2900/3757] lr: 1.000e-02, eta: 7 days, 6:27:37, time: 1.621, data_time: 0.007, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6953, loss_cls: 2.4489, loss: 2.4489, grad_norm: 5.5944 2020-07-25 20:06:57,883 - mmaction - INFO - Epoch [9][2920/3757] lr: 1.000e-02, eta: 7 days, 6:27:02, time: 1.838, data_time: 0.009, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6867, loss_cls: 2.5148, loss: 2.5148, grad_norm: 5.6171 2020-07-25 20:07:35,686 - mmaction - INFO - Epoch [9][2940/3757] lr: 1.000e-02, eta: 7 days, 6:26:36, time: 1.888, data_time: 0.008, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6836, loss_cls: 2.4831, loss: 2.4831, grad_norm: 5.5685 2020-07-25 20:08:05,775 - mmaction - INFO - Epoch [9][2960/3757] lr: 1.000e-02, eta: 7 days, 6:24:51, time: 1.502, data_time: 0.009, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6719, loss_cls: 2.5583, loss: 2.5583, grad_norm: 5.5710 2020-07-25 20:08:41,687 - mmaction - INFO - Epoch [9][2980/3757] lr: 1.000e-02, eta: 7 days, 6:24:06, time: 1.793, data_time: 0.010, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.4131, loss: 2.4131, grad_norm: 5.4271 2020-07-25 20:09:17,195 - mmaction - INFO - Epoch [9][3000/3757] lr: 1.000e-02, eta: 7 days, 6:23:19, time: 1.782, data_time: 0.009, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6875, loss_cls: 2.5091, loss: 2.5091, grad_norm: 5.4644 2020-07-25 20:09:52,037 - mmaction - INFO - Epoch [9][3020/3757] lr: 1.000e-02, eta: 7 days, 6:22:22, time: 1.733, data_time: 0.007, memory: 5170, top1_acc: 0.4461, top5_acc: 0.6883, loss_cls: 2.4214, loss: 2.4214, grad_norm: 5.4206 2020-07-25 20:10:25,191 - mmaction - INFO - Epoch [9][3040/3757] lr: 1.000e-02, eta: 7 days, 6:21:10, time: 1.658, data_time: 0.011, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6891, loss_cls: 2.4429, loss: 2.4429, grad_norm: 5.4564 2020-07-25 20:11:01,089 - mmaction - INFO - Epoch [9][3060/3757] lr: 1.000e-02, eta: 7 days, 6:20:27, time: 1.803, data_time: 0.033, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7133, loss_cls: 2.3262, loss: 2.3262, grad_norm: 5.4928 2020-07-25 20:11:33,462 - mmaction - INFO - Epoch [9][3080/3757] lr: 1.000e-02, eta: 7 days, 6:19:04, time: 1.608, data_time: 0.013, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7086, loss_cls: 2.3938, loss: 2.3938, grad_norm: 5.3989 2020-07-25 20:12:09,061 - mmaction - INFO - Epoch [9][3100/3757] lr: 1.000e-02, eta: 7 days, 6:18:17, time: 1.781, data_time: 0.138, memory: 5170, top1_acc: 0.4367, top5_acc: 0.7117, loss_cls: 2.3901, loss: 2.3901, grad_norm: 5.6358 2020-07-25 20:12:44,354 - mmaction - INFO - Epoch [9][3120/3757] lr: 1.000e-02, eta: 7 days, 6:17:27, time: 1.770, data_time: 0.011, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6852, loss_cls: 2.4886, loss: 2.4886, grad_norm: 5.6595 2020-07-25 20:13:20,564 - mmaction - INFO - Epoch [9][3140/3757] lr: 1.000e-02, eta: 7 days, 6:16:46, time: 1.809, data_time: 0.008, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6922, loss_cls: 2.4581, loss: 2.4581, grad_norm: 5.6306 2020-07-25 20:13:56,324 - mmaction - INFO - Epoch [9][3160/3757] lr: 1.000e-02, eta: 7 days, 6:16:02, time: 1.794, data_time: 0.009, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6977, loss_cls: 2.3991, loss: 2.3991, grad_norm: 5.5048 2020-07-25 20:14:32,323 - mmaction - INFO - Epoch [9][3180/3757] lr: 1.000e-02, eta: 7 days, 6:15:16, time: 1.791, data_time: 0.007, memory: 5170, top1_acc: 0.4367, top5_acc: 0.7016, loss_cls: 2.4461, loss: 2.4461, grad_norm: 5.4785 2020-07-25 20:15:03,178 - mmaction - INFO - Epoch [9][3200/3757] lr: 1.000e-02, eta: 7 days, 6:13:42, time: 1.551, data_time: 0.024, memory: 5170, top1_acc: 0.4398, top5_acc: 0.7164, loss_cls: 2.3784, loss: 2.3784, grad_norm: 5.4692 2020-07-25 20:15:40,448 - mmaction - INFO - Epoch [9][3220/3757] lr: 1.000e-02, eta: 7 days, 6:13:12, time: 1.861, data_time: 0.004, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6930, loss_cls: 2.4922, loss: 2.4922, grad_norm: 5.6959 2020-07-25 20:16:19,562 - mmaction - INFO - Epoch [9][3240/3757] lr: 1.000e-02, eta: 7 days, 6:13:00, time: 1.956, data_time: 0.010, memory: 5170, top1_acc: 0.4320, top5_acc: 0.7023, loss_cls: 2.4638, loss: 2.4638, grad_norm: 5.5363 2020-07-25 20:16:53,162 - mmaction - INFO - Epoch [9][3260/3757] lr: 1.000e-02, eta: 7 days, 6:11:53, time: 1.682, data_time: 0.005, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6953, loss_cls: 2.4694, loss: 2.4694, grad_norm: 5.5042 2020-07-25 20:17:27,185 - mmaction - INFO - Epoch [9][3280/3757] lr: 1.000e-02, eta: 7 days, 6:10:49, time: 1.697, data_time: 0.015, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6867, loss_cls: 2.4735, loss: 2.4735, grad_norm: 5.5304 2020-07-25 20:18:03,840 - mmaction - INFO - Epoch [9][3300/3757] lr: 1.000e-02, eta: 7 days, 6:10:13, time: 1.835, data_time: 0.012, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6828, loss_cls: 2.4635, loss: 2.4635, grad_norm: 5.4437 2020-07-25 20:18:37,543 - mmaction - INFO - Epoch [9][3320/3757] lr: 1.000e-02, eta: 7 days, 6:09:05, time: 1.679, data_time: 0.011, memory: 5170, top1_acc: 0.4297, top5_acc: 0.7016, loss_cls: 2.4980, loss: 2.4980, grad_norm: 5.5989 2020-07-25 20:19:10,821 - mmaction - INFO - Epoch [9][3340/3757] lr: 1.000e-02, eta: 7 days, 6:07:56, time: 1.672, data_time: 0.105, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6961, loss_cls: 2.4755, loss: 2.4755, grad_norm: 5.4725 2020-07-25 20:19:45,150 - mmaction - INFO - Epoch [9][3360/3757] lr: 1.000e-02, eta: 7 days, 6:06:54, time: 1.711, data_time: 0.113, memory: 5170, top1_acc: 0.4414, top5_acc: 0.7016, loss_cls: 2.4174, loss: 2.4174, grad_norm: 5.5301 2020-07-25 20:20:18,736 - mmaction - INFO - Epoch [9][3380/3757] lr: 1.000e-02, eta: 7 days, 6:05:47, time: 1.682, data_time: 0.410, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.4750, loss: 2.4750, grad_norm: 5.6454 2020-07-25 20:20:54,027 - mmaction - INFO - Epoch [9][3400/3757] lr: 1.000e-02, eta: 7 days, 6:04:58, time: 1.768, data_time: 0.023, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6867, loss_cls: 2.5005, loss: 2.5005, grad_norm: 5.6165 2020-07-25 20:21:31,736 - mmaction - INFO - Epoch [9][3420/3757] lr: 1.000e-02, eta: 7 days, 6:04:32, time: 1.884, data_time: 0.500, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6898, loss_cls: 2.5109, loss: 2.5109, grad_norm: 5.6675 2020-07-25 20:22:06,380 - mmaction - INFO - Epoch [9][3440/3757] lr: 1.000e-02, eta: 7 days, 6:03:35, time: 1.732, data_time: 0.921, memory: 5170, top1_acc: 0.4422, top5_acc: 0.7008, loss_cls: 2.4189, loss: 2.4189, grad_norm: 5.5025 2020-07-25 20:22:41,006 - mmaction - INFO - Epoch [9][3460/3757] lr: 1.000e-02, eta: 7 days, 6:02:37, time: 1.729, data_time: 0.489, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6789, loss_cls: 2.4891, loss: 2.4891, grad_norm: 5.5229 2020-07-25 20:23:18,655 - mmaction - INFO - Epoch [9][3480/3757] lr: 1.000e-02, eta: 7 days, 6:02:12, time: 1.885, data_time: 0.251, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6813, loss_cls: 2.4414, loss: 2.4414, grad_norm: 5.4947 2020-07-25 20:23:50,378 - mmaction - INFO - Epoch [9][3500/3757] lr: 1.000e-02, eta: 7 days, 6:00:45, time: 1.587, data_time: 0.008, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6977, loss_cls: 2.4506, loss: 2.4506, grad_norm: 5.5823 2020-07-25 20:24:26,330 - mmaction - INFO - Epoch [9][3520/3757] lr: 1.000e-02, eta: 7 days, 6:00:01, time: 1.792, data_time: 0.123, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7133, loss_cls: 2.4121, loss: 2.4121, grad_norm: 5.4905 2020-07-25 20:25:03,998 - mmaction - INFO - Epoch [9][3540/3757] lr: 1.000e-02, eta: 7 days, 5:59:36, time: 1.888, data_time: 0.907, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6781, loss_cls: 2.5064, loss: 2.5064, grad_norm: 5.6640 2020-07-25 20:25:38,499 - mmaction - INFO - Epoch [9][3560/3757] lr: 1.000e-02, eta: 7 days, 5:58:38, time: 1.725, data_time: 0.430, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6969, loss_cls: 2.4704, loss: 2.4704, grad_norm: 5.6754 2020-07-25 20:26:12,149 - mmaction - INFO - Epoch [9][3580/3757] lr: 1.000e-02, eta: 7 days, 5:57:30, time: 1.679, data_time: 0.927, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6703, loss_cls: 2.5572, loss: 2.5572, grad_norm: 5.6717 2020-07-25 20:26:49,830 - mmaction - INFO - Epoch [9][3600/3757] lr: 1.000e-02, eta: 7 days, 5:57:05, time: 1.886, data_time: 1.238, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6906, loss_cls: 2.3916, loss: 2.3916, grad_norm: 5.4483 2020-07-25 20:27:22,174 - mmaction - INFO - Epoch [9][3620/3757] lr: 1.000e-02, eta: 7 days, 5:55:44, time: 1.612, data_time: 0.230, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6992, loss_cls: 2.5182, loss: 2.5182, grad_norm: 5.7045 2020-07-25 20:27:56,051 - mmaction - INFO - Epoch [9][3640/3757] lr: 1.000e-02, eta: 7 days, 5:54:41, time: 1.699, data_time: 0.050, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6859, loss_cls: 2.4576, loss: 2.4576, grad_norm: 5.6243 2020-07-25 20:28:34,053 - mmaction - INFO - Epoch [9][3660/3757] lr: 1.000e-02, eta: 7 days, 5:54:17, time: 1.896, data_time: 0.008, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6820, loss_cls: 2.5271, loss: 2.5271, grad_norm: 5.6105 2020-07-25 20:29:06,804 - mmaction - INFO - Epoch [9][3680/3757] lr: 1.000e-02, eta: 7 days, 5:53:03, time: 1.643, data_time: 0.009, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.4483, loss: 2.4483, grad_norm: 5.4436 2020-07-25 20:29:44,520 - mmaction - INFO - Epoch [9][3700/3757] lr: 1.000e-02, eta: 7 days, 5:52:36, time: 1.881, data_time: 0.011, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6898, loss_cls: 2.5263, loss: 2.5263, grad_norm: 5.4871 2020-07-25 20:30:20,511 - mmaction - INFO - Epoch [9][3720/3757] lr: 1.000e-02, eta: 7 days, 5:51:53, time: 1.801, data_time: 0.017, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7281, loss_cls: 2.2878, loss: 2.2878, grad_norm: 5.3838 2020-07-25 20:30:56,131 - mmaction - INFO - Epoch [9][3740/3757] lr: 1.000e-02, eta: 7 days, 5:51:08, time: 1.785, data_time: 0.007, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6852, loss_cls: 2.5141, loss: 2.5141, grad_norm: 5.6116 2020-07-25 20:31:17,730 - mmaction - INFO - Saving checkpoint at 9 epochs 2020-07-25 20:32:09,018 - mmaction - INFO - Epoch [10][20/3757] lr: 1.000e-02, eta: 7 days, 5:46:58, time: 2.488, data_time: 0.681, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7047, loss_cls: 2.3908, loss: 2.3908, grad_norm: 5.4114 2020-07-25 20:32:44,070 - mmaction - INFO - Epoch [10][40/3757] lr: 1.000e-02, eta: 7 days, 5:46:06, time: 1.752, data_time: 0.002, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7000, loss_cls: 2.3387, loss: 2.3387, grad_norm: 5.3878 2020-07-25 20:33:17,969 - mmaction - INFO - Epoch [10][60/3757] lr: 1.000e-02, eta: 7 days, 5:45:01, time: 1.690, data_time: 0.022, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7047, loss_cls: 2.3874, loss: 2.3874, grad_norm: 5.4356 2020-07-25 20:33:53,944 - mmaction - INFO - Epoch [10][80/3757] lr: 1.000e-02, eta: 7 days, 5:44:19, time: 1.804, data_time: 0.433, memory: 5170, top1_acc: 0.4414, top5_acc: 0.7305, loss_cls: 2.3058, loss: 2.3058, grad_norm: 5.4930 2020-07-25 20:34:30,768 - mmaction - INFO - Epoch [10][100/3757] lr: 1.000e-02, eta: 7 days, 5:43:44, time: 1.836, data_time: 1.008, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7047, loss_cls: 2.4387, loss: 2.4387, grad_norm: 5.6102 2020-07-25 20:35:05,530 - mmaction - INFO - Epoch [10][120/3757] lr: 1.000e-02, eta: 7 days, 5:42:50, time: 1.743, data_time: 0.225, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7195, loss_cls: 2.3049, loss: 2.3049, grad_norm: 5.3239 2020-07-25 20:35:42,506 - mmaction - INFO - Epoch [10][140/3757] lr: 1.000e-02, eta: 7 days, 5:42:17, time: 1.847, data_time: 1.216, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6992, loss_cls: 2.3884, loss: 2.3884, grad_norm: 5.5414 2020-07-25 20:36:16,285 - mmaction - INFO - Epoch [10][160/3757] lr: 1.000e-02, eta: 7 days, 5:41:11, time: 1.683, data_time: 1.108, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6930, loss_cls: 2.4033, loss: 2.4033, grad_norm: 5.6069 2020-07-25 20:36:53,457 - mmaction - INFO - Epoch [10][180/3757] lr: 1.000e-02, eta: 7 days, 5:40:41, time: 1.866, data_time: 0.678, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7070, loss_cls: 2.3904, loss: 2.3904, grad_norm: 5.6271 2020-07-25 20:37:30,588 - mmaction - INFO - Epoch [10][200/3757] lr: 1.000e-02, eta: 7 days, 5:40:10, time: 1.855, data_time: 0.006, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7078, loss_cls: 2.4223, loss: 2.4223, grad_norm: 5.5519 2020-07-25 20:38:05,572 - mmaction - INFO - Epoch [10][220/3757] lr: 1.000e-02, eta: 7 days, 5:39:16, time: 1.746, data_time: 0.005, memory: 5170, top1_acc: 0.4375, top5_acc: 0.7078, loss_cls: 2.4178, loss: 2.4178, grad_norm: 5.6943 2020-07-25 20:38:39,782 - mmaction - INFO - Epoch [10][240/3757] lr: 1.000e-02, eta: 7 days, 5:38:15, time: 1.706, data_time: 0.013, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6914, loss_cls: 2.4872, loss: 2.4872, grad_norm: 5.6312 2020-07-25 20:39:17,028 - mmaction - INFO - Epoch [10][260/3757] lr: 1.000e-02, eta: 7 days, 5:37:47, time: 1.871, data_time: 0.011, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7109, loss_cls: 2.4261, loss: 2.4261, grad_norm: 5.5113 2020-07-25 20:39:50,202 - mmaction - INFO - Epoch [10][280/3757] lr: 1.000e-02, eta: 7 days, 5:36:35, time: 1.653, data_time: 0.008, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6891, loss_cls: 2.4424, loss: 2.4424, grad_norm: 5.4364 2020-07-25 20:40:24,860 - mmaction - INFO - Epoch [10][300/3757] lr: 1.000e-02, eta: 7 days, 5:35:38, time: 1.731, data_time: 0.010, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6867, loss_cls: 2.4928, loss: 2.4928, grad_norm: 5.4811 2020-07-25 20:41:02,018 - mmaction - INFO - Epoch [10][320/3757] lr: 1.000e-02, eta: 7 days, 5:35:09, time: 1.864, data_time: 0.010, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7141, loss_cls: 2.3291, loss: 2.3291, grad_norm: 5.6455 2020-07-25 20:41:37,706 - mmaction - INFO - Epoch [10][340/3757] lr: 1.000e-02, eta: 7 days, 5:34:22, time: 1.779, data_time: 0.016, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7055, loss_cls: 2.3933, loss: 2.3933, grad_norm: 5.6424 2020-07-25 20:42:12,503 - mmaction - INFO - Epoch [10][360/3757] lr: 1.000e-02, eta: 7 days, 5:33:27, time: 1.739, data_time: 0.010, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7102, loss_cls: 2.3707, loss: 2.3707, grad_norm: 5.4233 2020-07-25 20:42:49,718 - mmaction - INFO - Epoch [10][380/3757] lr: 1.000e-02, eta: 7 days, 5:32:58, time: 1.865, data_time: 0.011, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7109, loss_cls: 2.4182, loss: 2.4182, grad_norm: 5.5384 2020-07-25 20:43:22,455 - mmaction - INFO - Epoch [10][400/3757] lr: 1.000e-02, eta: 7 days, 5:31:42, time: 1.633, data_time: 0.010, memory: 5170, top1_acc: 0.4680, top5_acc: 0.6937, loss_cls: 2.3559, loss: 2.3559, grad_norm: 5.4270 2020-07-25 20:43:57,091 - mmaction - INFO - Epoch [10][420/3757] lr: 1.000e-02, eta: 7 days, 5:30:47, time: 1.740, data_time: 0.012, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7234, loss_cls: 2.2822, loss: 2.2822, grad_norm: 5.5549 2020-07-25 20:44:32,127 - mmaction - INFO - Epoch [10][440/3757] lr: 1.000e-02, eta: 7 days, 5:29:54, time: 1.744, data_time: 0.008, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6977, loss_cls: 2.4257, loss: 2.4257, grad_norm: 5.6320 2020-07-25 20:45:05,937 - mmaction - INFO - Epoch [10][460/3757] lr: 1.000e-02, eta: 7 days, 5:28:50, time: 1.696, data_time: 0.012, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6859, loss_cls: 2.4563, loss: 2.4563, grad_norm: 5.3993 2020-07-25 20:45:42,556 - mmaction - INFO - Epoch [10][480/3757] lr: 1.000e-02, eta: 7 days, 5:28:15, time: 1.834, data_time: 0.005, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6859, loss_cls: 2.4917, loss: 2.4917, grad_norm: 5.6079 2020-07-25 20:46:19,074 - mmaction - INFO - Epoch [10][500/3757] lr: 1.000e-02, eta: 7 days, 5:27:36, time: 1.819, data_time: 0.008, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7141, loss_cls: 2.3737, loss: 2.3737, grad_norm: 5.4313 2020-07-25 20:46:53,016 - mmaction - INFO - Epoch [10][520/3757] lr: 1.000e-02, eta: 7 days, 5:26:35, time: 1.705, data_time: 0.010, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7000, loss_cls: 2.3958, loss: 2.3958, grad_norm: 5.3656 2020-07-25 20:47:29,062 - mmaction - INFO - Epoch [10][540/3757] lr: 1.000e-02, eta: 7 days, 5:25:52, time: 1.797, data_time: 0.007, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6844, loss_cls: 2.4426, loss: 2.4426, grad_norm: 5.4987 2020-07-25 20:48:03,247 - mmaction - INFO - Epoch [10][560/3757] lr: 1.000e-02, eta: 7 days, 5:24:52, time: 1.712, data_time: 0.013, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6898, loss_cls: 2.4291, loss: 2.4291, grad_norm: 5.4230 2020-07-25 20:48:36,317 - mmaction - INFO - Epoch [10][580/3757] lr: 1.000e-02, eta: 7 days, 5:23:40, time: 1.652, data_time: 0.010, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6898, loss_cls: 2.4885, loss: 2.4885, grad_norm: 5.5423 2020-07-25 20:49:11,598 - mmaction - INFO - Epoch [10][600/3757] lr: 1.000e-02, eta: 7 days, 5:22:51, time: 1.765, data_time: 0.009, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7000, loss_cls: 2.4167, loss: 2.4167, grad_norm: 5.5720 2020-07-25 20:49:46,851 - mmaction - INFO - Epoch [10][620/3757] lr: 1.000e-02, eta: 7 days, 5:22:02, time: 1.763, data_time: 0.005, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7219, loss_cls: 2.3827, loss: 2.3827, grad_norm: 5.6592 2020-07-25 20:50:22,261 - mmaction - INFO - Epoch [10][640/3757] lr: 1.000e-02, eta: 7 days, 5:21:12, time: 1.766, data_time: 0.012, memory: 5170, top1_acc: 0.4367, top5_acc: 0.7109, loss_cls: 2.4541, loss: 2.4541, grad_norm: 5.7026 2020-07-25 20:50:58,865 - mmaction - INFO - Epoch [10][660/3757] lr: 1.000e-02, eta: 7 days, 5:20:38, time: 1.837, data_time: 0.009, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7016, loss_cls: 2.3940, loss: 2.3940, grad_norm: 5.5167 2020-07-25 20:51:34,979 - mmaction - INFO - Epoch [10][680/3757] lr: 1.000e-02, eta: 7 days, 5:19:54, time: 1.796, data_time: 0.003, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7039, loss_cls: 2.4266, loss: 2.4266, grad_norm: 5.6256 2020-07-25 20:52:09,420 - mmaction - INFO - Epoch [10][700/3757] lr: 1.000e-02, eta: 7 days, 5:18:58, time: 1.729, data_time: 0.012, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6977, loss_cls: 2.4325, loss: 2.4325, grad_norm: 5.5242 2020-07-25 20:52:46,705 - mmaction - INFO - Epoch [10][720/3757] lr: 1.000e-02, eta: 7 days, 5:18:28, time: 1.859, data_time: 0.132, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7094, loss_cls: 2.4170, loss: 2.4170, grad_norm: 5.4342 2020-07-25 20:53:19,637 - mmaction - INFO - Epoch [10][740/3757] lr: 1.000e-02, eta: 7 days, 5:17:16, time: 1.654, data_time: 0.101, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7141, loss_cls: 2.3895, loss: 2.3895, grad_norm: 5.5499 2020-07-25 20:53:55,679 - mmaction - INFO - Epoch [10][760/3757] lr: 1.000e-02, eta: 7 days, 5:16:35, time: 1.801, data_time: 0.167, memory: 5170, top1_acc: 0.4609, top5_acc: 0.6828, loss_cls: 2.4178, loss: 2.4178, grad_norm: 5.5235 2020-07-25 20:54:26,169 - mmaction - INFO - Epoch [10][780/3757] lr: 1.000e-02, eta: 7 days, 5:14:58, time: 1.522, data_time: 0.007, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6992, loss_cls: 2.4347, loss: 2.4347, grad_norm: 5.6237 2020-07-25 20:55:04,108 - mmaction - INFO - Epoch [10][800/3757] lr: 1.000e-02, eta: 7 days, 5:14:35, time: 1.900, data_time: 0.009, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6883, loss_cls: 2.4150, loss: 2.4150, grad_norm: 5.5743 2020-07-25 20:55:38,089 - mmaction - INFO - Epoch [10][820/3757] lr: 1.000e-02, eta: 7 days, 5:13:33, time: 1.699, data_time: 0.003, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7242, loss_cls: 2.3191, loss: 2.3191, grad_norm: 5.4733 2020-07-25 20:56:12,872 - mmaction - INFO - Epoch [10][840/3757] lr: 1.000e-02, eta: 7 days, 5:12:38, time: 1.735, data_time: 0.008, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7055, loss_cls: 2.3864, loss: 2.3864, grad_norm: 5.6095 2020-07-25 20:56:50,022 - mmaction - INFO - Epoch [10][860/3757] lr: 1.000e-02, eta: 7 days, 5:12:08, time: 1.862, data_time: 0.021, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6906, loss_cls: 2.4373, loss: 2.4373, grad_norm: 5.4513 2020-07-25 20:57:24,000 - mmaction - INFO - Epoch [10][880/3757] lr: 1.000e-02, eta: 7 days, 5:11:05, time: 1.695, data_time: 0.008, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7039, loss_cls: 2.4040, loss: 2.4040, grad_norm: 5.6388 2020-07-25 20:57:59,587 - mmaction - INFO - Epoch [10][900/3757] lr: 1.000e-02, eta: 7 days, 5:10:19, time: 1.777, data_time: 0.012, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6945, loss_cls: 2.4624, loss: 2.4624, grad_norm: 5.5335 2020-07-25 20:58:34,556 - mmaction - INFO - Epoch [10][920/3757] lr: 1.000e-02, eta: 7 days, 5:09:27, time: 1.753, data_time: 0.011, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6992, loss_cls: 2.4247, loss: 2.4247, grad_norm: 5.6815 2020-07-25 20:59:06,419 - mmaction - INFO - Epoch [10][940/3757] lr: 1.000e-02, eta: 7 days, 5:08:04, time: 1.588, data_time: 0.009, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7102, loss_cls: 2.3434, loss: 2.3434, grad_norm: 5.4728 2020-07-25 20:59:41,343 - mmaction - INFO - Epoch [10][960/3757] lr: 1.000e-02, eta: 7 days, 5:07:12, time: 1.752, data_time: 0.010, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7180, loss_cls: 2.3663, loss: 2.3663, grad_norm: 5.5078 2020-07-25 21:00:13,908 - mmaction - INFO - Epoch [10][980/3757] lr: 1.000e-02, eta: 7 days, 5:05:55, time: 1.623, data_time: 0.009, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7172, loss_cls: 2.3602, loss: 2.3602, grad_norm: 5.5668 2020-07-25 21:00:50,060 - mmaction - INFO - Epoch [10][1000/3757] lr: 1.000e-02, eta: 7 days, 5:05:15, time: 1.810, data_time: 0.083, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7016, loss_cls: 2.3899, loss: 2.3899, grad_norm: 5.4896 2020-07-25 21:01:25,436 - mmaction - INFO - Epoch [10][1020/3757] lr: 1.000e-02, eta: 7 days, 5:04:28, time: 1.772, data_time: 0.344, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6820, loss_cls: 2.4462, loss: 2.4462, grad_norm: 5.6771 2020-07-25 21:02:01,248 - mmaction - INFO - Epoch [10][1040/3757] lr: 1.000e-02, eta: 7 days, 5:03:43, time: 1.784, data_time: 0.177, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6969, loss_cls: 2.5118, loss: 2.5118, grad_norm: 5.6629 2020-07-25 21:02:37,576 - mmaction - INFO - Epoch [10][1060/3757] lr: 1.000e-02, eta: 7 days, 5:03:05, time: 1.821, data_time: 0.043, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6937, loss_cls: 2.4814, loss: 2.4814, grad_norm: 5.6523 2020-07-25 21:03:14,412 - mmaction - INFO - Epoch [10][1080/3757] lr: 1.000e-02, eta: 7 days, 5:02:30, time: 1.839, data_time: 0.034, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7266, loss_cls: 2.3095, loss: 2.3095, grad_norm: 5.3423 2020-07-25 21:03:45,550 - mmaction - INFO - Epoch [10][1100/3757] lr: 1.000e-02, eta: 7 days, 5:01:02, time: 1.562, data_time: 0.007, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6992, loss_cls: 2.4458, loss: 2.4458, grad_norm: 5.5720 2020-07-25 21:04:19,951 - mmaction - INFO - Epoch [10][1120/3757] lr: 1.000e-02, eta: 7 days, 5:00:03, time: 1.714, data_time: 0.259, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6742, loss_cls: 2.5457, loss: 2.5457, grad_norm: 5.8306 2020-07-25 21:04:56,046 - mmaction - INFO - Epoch [10][1140/3757] lr: 1.000e-02, eta: 7 days, 4:59:23, time: 1.812, data_time: 0.223, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7117, loss_cls: 2.3468, loss: 2.3468, grad_norm: 5.4393 2020-07-25 21:05:31,956 - mmaction - INFO - Epoch [10][1160/3757] lr: 1.000e-02, eta: 7 days, 4:58:40, time: 1.791, data_time: 0.146, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6922, loss_cls: 2.4936, loss: 2.4936, grad_norm: 5.6326 2020-07-25 21:06:06,080 - mmaction - INFO - Epoch [10][1180/3757] lr: 1.000e-02, eta: 7 days, 4:57:40, time: 1.709, data_time: 0.028, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6852, loss_cls: 2.5239, loss: 2.5239, grad_norm: 5.7364 2020-07-25 21:06:41,141 - mmaction - INFO - Epoch [10][1200/3757] lr: 1.000e-02, eta: 7 days, 4:56:49, time: 1.753, data_time: 0.024, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7008, loss_cls: 2.4848, loss: 2.4848, grad_norm: 5.6660 2020-07-25 21:07:18,476 - mmaction - INFO - Epoch [10][1220/3757] lr: 1.000e-02, eta: 7 days, 4:56:20, time: 1.868, data_time: 0.184, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7063, loss_cls: 2.3589, loss: 2.3589, grad_norm: 5.4199 2020-07-25 21:07:52,429 - mmaction - INFO - Epoch [10][1240/3757] lr: 1.000e-02, eta: 7 days, 4:55:17, time: 1.691, data_time: 0.362, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6828, loss_cls: 2.4422, loss: 2.4422, grad_norm: 5.4138 2020-07-25 21:08:24,947 - mmaction - INFO - Epoch [10][1260/3757] lr: 1.000e-02, eta: 7 days, 4:54:03, time: 1.634, data_time: 0.790, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6992, loss_cls: 2.4215, loss: 2.4215, grad_norm: 5.5111 2020-07-25 21:09:02,708 - mmaction - INFO - Epoch [10][1280/3757] lr: 1.000e-02, eta: 7 days, 4:53:36, time: 1.878, data_time: 0.956, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6875, loss_cls: 2.5123, loss: 2.5123, grad_norm: 5.7397 2020-07-25 21:09:38,515 - mmaction - INFO - Epoch [10][1300/3757] lr: 1.000e-02, eta: 7 days, 4:52:53, time: 1.792, data_time: 0.958, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6930, loss_cls: 2.4601, loss: 2.4601, grad_norm: 5.8372 2020-07-25 21:10:12,408 - mmaction - INFO - Epoch [10][1320/3757] lr: 1.000e-02, eta: 7 days, 4:51:52, time: 1.702, data_time: 0.681, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7086, loss_cls: 2.3499, loss: 2.3499, grad_norm: 5.4794 2020-07-25 21:10:49,356 - mmaction - INFO - Epoch [10][1340/3757] lr: 1.000e-02, eta: 7 days, 4:51:19, time: 1.844, data_time: 0.170, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6844, loss_cls: 2.4168, loss: 2.4168, grad_norm: 5.5387 2020-07-25 21:11:23,366 - mmaction - INFO - Epoch [10][1360/3757] lr: 1.000e-02, eta: 7 days, 4:50:16, time: 1.695, data_time: 0.011, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7039, loss_cls: 2.3801, loss: 2.3801, grad_norm: 5.6136 2020-07-25 21:11:54,999 - mmaction - INFO - Epoch [10][1380/3757] lr: 1.000e-02, eta: 7 days, 4:48:54, time: 1.588, data_time: 0.012, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7047, loss_cls: 2.3656, loss: 2.3656, grad_norm: 5.4647 2020-07-25 21:12:32,432 - mmaction - INFO - Epoch [10][1400/3757] lr: 1.000e-02, eta: 7 days, 4:48:26, time: 1.874, data_time: 0.008, memory: 5170, top1_acc: 0.4352, top5_acc: 0.7008, loss_cls: 2.4701, loss: 2.4701, grad_norm: 5.6173 2020-07-25 21:13:06,578 - mmaction - INFO - Epoch [10][1420/3757] lr: 1.000e-02, eta: 7 days, 4:47:26, time: 1.707, data_time: 0.009, memory: 5170, top1_acc: 0.4617, top5_acc: 0.6891, loss_cls: 2.4004, loss: 2.4004, grad_norm: 5.3429 2020-07-25 21:13:43,449 - mmaction - INFO - Epoch [10][1440/3757] lr: 1.000e-02, eta: 7 days, 4:46:53, time: 1.845, data_time: 0.004, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6906, loss_cls: 2.5064, loss: 2.5064, grad_norm: 5.6014 2020-07-25 21:14:18,895 - mmaction - INFO - Epoch [10][1460/3757] lr: 1.000e-02, eta: 7 days, 4:46:06, time: 1.770, data_time: 0.008, memory: 5170, top1_acc: 0.4367, top5_acc: 0.7094, loss_cls: 2.4715, loss: 2.4715, grad_norm: 5.6092 2020-07-25 21:14:54,585 - mmaction - INFO - Epoch [10][1480/3757] lr: 1.000e-02, eta: 7 days, 4:45:21, time: 1.786, data_time: 0.005, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7133, loss_cls: 2.3226, loss: 2.3226, grad_norm: 5.5174 2020-07-25 21:15:28,700 - mmaction - INFO - Epoch [10][1500/3757] lr: 1.000e-02, eta: 7 days, 4:44:21, time: 1.705, data_time: 0.003, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6852, loss_cls: 2.5303, loss: 2.5303, grad_norm: 5.7981 2020-07-25 21:16:05,051 - mmaction - INFO - Epoch [10][1520/3757] lr: 1.000e-02, eta: 7 days, 4:43:43, time: 1.818, data_time: 0.009, memory: 5170, top1_acc: 0.4406, top5_acc: 0.7125, loss_cls: 2.3764, loss: 2.3764, grad_norm: 5.5332 2020-07-25 21:16:41,585 - mmaction - INFO - Epoch [10][1540/3757] lr: 1.000e-02, eta: 7 days, 4:43:07, time: 1.827, data_time: 0.003, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7250, loss_cls: 2.3491, loss: 2.3491, grad_norm: 5.5229 2020-07-25 21:17:15,824 - mmaction - INFO - Epoch [10][1560/3757] lr: 1.000e-02, eta: 7 days, 4:42:07, time: 1.705, data_time: 0.008, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6984, loss_cls: 2.4159, loss: 2.4159, grad_norm: 5.6443 2020-07-25 21:17:50,106 - mmaction - INFO - Epoch [10][1580/3757] lr: 1.000e-02, eta: 7 days, 4:41:09, time: 1.718, data_time: 0.442, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7070, loss_cls: 2.4127, loss: 2.4127, grad_norm: 5.7476 2020-07-25 21:18:25,410 - mmaction - INFO - Epoch [10][1600/3757] lr: 1.000e-02, eta: 7 days, 4:40:21, time: 1.767, data_time: 1.146, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6898, loss_cls: 2.4937, loss: 2.4937, grad_norm: 5.6614 2020-07-25 21:19:00,885 - mmaction - INFO - Epoch [10][1620/3757] lr: 1.000e-02, eta: 7 days, 4:39:34, time: 1.772, data_time: 1.084, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6781, loss_cls: 2.5145, loss: 2.5145, grad_norm: 5.6871 2020-07-25 21:19:34,807 - mmaction - INFO - Epoch [10][1640/3757] lr: 1.000e-02, eta: 7 days, 4:38:33, time: 1.698, data_time: 1.081, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6891, loss_cls: 2.4308, loss: 2.4308, grad_norm: 5.5140 2020-07-25 21:20:11,378 - mmaction - INFO - Epoch [10][1660/3757] lr: 1.000e-02, eta: 7 days, 4:37:57, time: 1.829, data_time: 1.140, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6937, loss_cls: 2.4549, loss: 2.4549, grad_norm: 5.5680 2020-07-25 21:20:45,297 - mmaction - INFO - Epoch [10][1680/3757] lr: 1.000e-02, eta: 7 days, 4:36:55, time: 1.696, data_time: 0.346, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7063, loss_cls: 2.4025, loss: 2.4025, grad_norm: 5.5940 2020-07-25 21:21:21,534 - mmaction - INFO - Epoch [10][1700/3757] lr: 1.000e-02, eta: 7 days, 4:36:14, time: 1.802, data_time: 0.012, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6984, loss_cls: 2.4756, loss: 2.4756, grad_norm: 5.6951 2020-07-25 21:21:54,224 - mmaction - INFO - Epoch [10][1720/3757] lr: 1.000e-02, eta: 7 days, 4:35:02, time: 1.642, data_time: 0.042, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.4598, loss: 2.4598, grad_norm: 5.4409 2020-07-25 21:22:29,933 - mmaction - INFO - Epoch [10][1740/3757] lr: 1.000e-02, eta: 7 days, 4:34:18, time: 1.787, data_time: 0.012, memory: 5170, top1_acc: 0.4289, top5_acc: 0.7055, loss_cls: 2.4639, loss: 2.4639, grad_norm: 5.5947 2020-07-25 21:23:02,484 - mmaction - INFO - Epoch [10][1760/3757] lr: 1.000e-02, eta: 7 days, 4:33:02, time: 1.619, data_time: 0.012, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6781, loss_cls: 2.4263, loss: 2.4263, grad_norm: 5.4080 2020-07-25 21:23:38,290 - mmaction - INFO - Epoch [10][1780/3757] lr: 1.000e-02, eta: 7 days, 4:32:20, time: 1.797, data_time: 0.011, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6969, loss_cls: 2.4101, loss: 2.4101, grad_norm: 5.3699 2020-07-25 21:24:14,071 - mmaction - INFO - Epoch [10][1800/3757] lr: 1.000e-02, eta: 7 days, 4:31:36, time: 1.788, data_time: 0.010, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.3792, loss: 2.3792, grad_norm: 5.5604 2020-07-25 21:24:49,777 - mmaction - INFO - Epoch [10][1820/3757] lr: 1.000e-02, eta: 7 days, 4:30:51, time: 1.781, data_time: 0.010, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6805, loss_cls: 2.5261, loss: 2.5261, grad_norm: 5.5779 2020-07-25 21:25:23,813 - mmaction - INFO - Epoch [10][1840/3757] lr: 1.000e-02, eta: 7 days, 4:29:51, time: 1.704, data_time: 0.167, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6844, loss_cls: 2.5187, loss: 2.5187, grad_norm: 5.4906 2020-07-25 21:26:00,349 - mmaction - INFO - Epoch [10][1860/3757] lr: 1.000e-02, eta: 7 days, 4:29:15, time: 1.831, data_time: 0.016, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7000, loss_cls: 2.4137, loss: 2.4137, grad_norm: 5.4226 2020-07-25 21:26:33,832 - mmaction - INFO - Epoch [10][1880/3757] lr: 1.000e-02, eta: 7 days, 4:28:09, time: 1.671, data_time: 0.021, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6727, loss_cls: 2.4760, loss: 2.4760, grad_norm: 5.3727 2020-07-25 21:27:10,479 - mmaction - INFO - Epoch [10][1900/3757] lr: 1.000e-02, eta: 7 days, 4:27:35, time: 1.835, data_time: 0.014, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6922, loss_cls: 2.4459, loss: 2.4459, grad_norm: 5.4921 2020-07-25 21:27:45,462 - mmaction - INFO - Epoch [10][1920/3757] lr: 1.000e-02, eta: 7 days, 4:26:42, time: 1.742, data_time: 0.003, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6922, loss_cls: 2.4538, loss: 2.4538, grad_norm: 5.4949 2020-07-25 21:28:18,763 - mmaction - INFO - Epoch [10][1940/3757] lr: 1.000e-02, eta: 7 days, 4:25:36, time: 1.673, data_time: 0.344, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6813, loss_cls: 2.5192, loss: 2.5192, grad_norm: 5.6633 2020-07-25 21:28:55,504 - mmaction - INFO - Epoch [10][1960/3757] lr: 1.000e-02, eta: 7 days, 4:25:01, time: 1.831, data_time: 0.168, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6977, loss_cls: 2.4123, loss: 2.4123, grad_norm: 5.5562 2020-07-25 21:29:28,177 - mmaction - INFO - Epoch [10][1980/3757] lr: 1.000e-02, eta: 7 days, 4:23:49, time: 1.640, data_time: 0.037, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7125, loss_cls: 2.3773, loss: 2.3773, grad_norm: 5.4993 2020-07-25 21:30:06,907 - mmaction - INFO - Epoch [10][2000/3757] lr: 1.000e-02, eta: 7 days, 4:23:33, time: 1.933, data_time: 0.159, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7023, loss_cls: 2.3820, loss: 2.3820, grad_norm: 5.5350 2020-07-25 21:30:42,618 - mmaction - INFO - Epoch [10][2020/3757] lr: 1.000e-02, eta: 7 days, 4:22:49, time: 1.789, data_time: 0.029, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7008, loss_cls: 2.4560, loss: 2.4560, grad_norm: 5.5412 2020-07-25 21:31:19,735 - mmaction - INFO - Epoch [10][2040/3757] lr: 1.000e-02, eta: 7 days, 4:22:18, time: 1.854, data_time: 0.008, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6727, loss_cls: 2.5885, loss: 2.5885, grad_norm: 5.5428 2020-07-25 21:31:54,515 - mmaction - INFO - Epoch [10][2060/3757] lr: 1.000e-02, eta: 7 days, 4:21:25, time: 1.738, data_time: 0.008, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7094, loss_cls: 2.3962, loss: 2.3962, grad_norm: 5.5406 2020-07-25 21:32:26,829 - mmaction - INFO - Epoch [10][2080/3757] lr: 1.000e-02, eta: 7 days, 4:20:09, time: 1.619, data_time: 0.007, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7023, loss_cls: 2.4209, loss: 2.4209, grad_norm: 5.4813 2020-07-25 21:33:01,878 - mmaction - INFO - Epoch [10][2100/3757] lr: 1.000e-02, eta: 7 days, 4:19:17, time: 1.746, data_time: 0.009, memory: 5170, top1_acc: 0.4461, top5_acc: 0.6930, loss_cls: 2.4125, loss: 2.4125, grad_norm: 5.5899 2020-07-25 21:33:34,749 - mmaction - INFO - Epoch [10][2120/3757] lr: 1.000e-02, eta: 7 days, 4:18:07, time: 1.650, data_time: 0.349, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6914, loss_cls: 2.4977, loss: 2.4977, grad_norm: 5.6926 2020-07-25 21:34:15,116 - mmaction - INFO - Epoch [10][2140/3757] lr: 1.000e-02, eta: 7 days, 4:18:08, time: 2.020, data_time: 0.813, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7094, loss_cls: 2.4783, loss: 2.4783, grad_norm: 5.5667 2020-07-25 21:34:49,756 - mmaction - INFO - Epoch [10][2160/3757] lr: 1.000e-02, eta: 7 days, 4:17:13, time: 1.729, data_time: 0.003, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6984, loss_cls: 2.3996, loss: 2.3996, grad_norm: 5.4499 2020-07-25 21:35:22,692 - mmaction - INFO - Epoch [10][2180/3757] lr: 1.000e-02, eta: 7 days, 4:16:02, time: 1.646, data_time: 0.010, memory: 5170, top1_acc: 0.4414, top5_acc: 0.7055, loss_cls: 2.3779, loss: 2.3779, grad_norm: 5.3686 2020-07-25 21:36:01,410 - mmaction - INFO - Epoch [10][2200/3757] lr: 1.000e-02, eta: 7 days, 4:15:47, time: 1.937, data_time: 0.008, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7000, loss_cls: 2.4330, loss: 2.4330, grad_norm: 5.4825 2020-07-25 21:36:35,316 - mmaction - INFO - Epoch [10][2220/3757] lr: 1.000e-02, eta: 7 days, 4:14:46, time: 1.699, data_time: 0.010, memory: 5170, top1_acc: 0.4414, top5_acc: 0.7086, loss_cls: 2.3970, loss: 2.3970, grad_norm: 5.3416 2020-07-25 21:37:05,277 - mmaction - INFO - Epoch [10][2240/3757] lr: 1.000e-02, eta: 7 days, 4:13:08, time: 1.497, data_time: 0.014, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7102, loss_cls: 2.3707, loss: 2.3707, grad_norm: 5.4939 2020-07-25 21:37:43,548 - mmaction - INFO - Epoch [10][2260/3757] lr: 1.000e-02, eta: 7 days, 4:12:48, time: 1.914, data_time: 0.008, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6969, loss_cls: 2.5167, loss: 2.5167, grad_norm: 5.6501 2020-07-25 21:38:21,186 - mmaction - INFO - Epoch [10][2280/3757] lr: 1.000e-02, eta: 7 days, 4:12:21, time: 1.877, data_time: 0.007, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6961, loss_cls: 2.4977, loss: 2.4977, grad_norm: 5.5138 2020-07-25 21:38:56,261 - mmaction - INFO - Epoch [10][2300/3757] lr: 1.000e-02, eta: 7 days, 4:11:32, time: 1.758, data_time: 0.012, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7109, loss_cls: 2.3636, loss: 2.3636, grad_norm: 5.4054 2020-07-25 21:39:29,628 - mmaction - INFO - Epoch [10][2320/3757] lr: 1.000e-02, eta: 7 days, 4:10:26, time: 1.666, data_time: 0.008, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7008, loss_cls: 2.4432, loss: 2.4432, grad_norm: 5.4487 2020-07-25 21:40:05,409 - mmaction - INFO - Epoch [10][2340/3757] lr: 1.000e-02, eta: 7 days, 4:09:42, time: 1.789, data_time: 0.028, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6930, loss_cls: 2.4233, loss: 2.4233, grad_norm: 5.4014 2020-07-25 21:40:40,900 - mmaction - INFO - Epoch [10][2360/3757] lr: 1.000e-02, eta: 7 days, 4:08:57, time: 1.776, data_time: 0.005, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6984, loss_cls: 2.4321, loss: 2.4321, grad_norm: 5.4603 2020-07-25 21:41:13,363 - mmaction - INFO - Epoch [10][2380/3757] lr: 1.000e-02, eta: 7 days, 4:07:41, time: 1.617, data_time: 0.009, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7047, loss_cls: 2.4467, loss: 2.4467, grad_norm: 5.7128 2020-07-25 21:41:51,566 - mmaction - INFO - Epoch [10][2400/3757] lr: 1.000e-02, eta: 7 days, 4:07:22, time: 1.916, data_time: 0.023, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7016, loss_cls: 2.4062, loss: 2.4062, grad_norm: 5.5220 2020-07-25 21:42:25,894 - mmaction - INFO - Epoch [10][2420/3757] lr: 1.000e-02, eta: 7 days, 4:06:24, time: 1.710, data_time: 0.020, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7227, loss_cls: 2.3495, loss: 2.3495, grad_norm: 5.5487 2020-07-25 21:42:57,884 - mmaction - INFO - Epoch [10][2440/3757] lr: 1.000e-02, eta: 7 days, 4:05:05, time: 1.601, data_time: 0.296, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6867, loss_cls: 2.4778, loss: 2.4778, grad_norm: 5.5182 2020-07-25 21:43:31,016 - mmaction - INFO - Epoch [10][2460/3757] lr: 1.000e-02, eta: 7 days, 4:03:58, time: 1.662, data_time: 0.411, memory: 5170, top1_acc: 0.4609, top5_acc: 0.6984, loss_cls: 2.3408, loss: 2.3408, grad_norm: 5.5027 2020-07-25 21:44:07,703 - mmaction - INFO - Epoch [10][2480/3757] lr: 1.000e-02, eta: 7 days, 4:03:23, time: 1.830, data_time: 0.794, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7172, loss_cls: 2.3516, loss: 2.3516, grad_norm: 5.5707 2020-07-25 21:44:44,476 - mmaction - INFO - Epoch [10][2500/3757] lr: 1.000e-02, eta: 7 days, 4:02:49, time: 1.842, data_time: 0.383, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7164, loss_cls: 2.3713, loss: 2.3713, grad_norm: 5.6163 2020-07-25 21:45:19,919 - mmaction - INFO - Epoch [10][2520/3757] lr: 1.000e-02, eta: 7 days, 4:02:02, time: 1.766, data_time: 0.634, memory: 5170, top1_acc: 0.4555, top5_acc: 0.6969, loss_cls: 2.4068, loss: 2.4068, grad_norm: 5.6193 2020-07-25 21:45:52,833 - mmaction - INFO - Epoch [10][2540/3757] lr: 1.000e-02, eta: 7 days, 4:00:52, time: 1.647, data_time: 0.560, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6977, loss_cls: 2.4179, loss: 2.4179, grad_norm: 5.5772 2020-07-25 21:46:27,569 - mmaction - INFO - Epoch [10][2560/3757] lr: 1.000e-02, eta: 7 days, 4:00:00, time: 1.742, data_time: 1.065, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7039, loss_cls: 2.4068, loss: 2.4068, grad_norm: 5.5129 2020-07-25 21:47:04,551 - mmaction - INFO - Epoch [10][2580/3757] lr: 1.000e-02, eta: 7 days, 3:59:27, time: 1.841, data_time: 0.627, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7227, loss_cls: 2.2530, loss: 2.2530, grad_norm: 5.4796 2020-07-25 21:47:38,881 - mmaction - INFO - Epoch [10][2600/3757] lr: 1.000e-02, eta: 7 days, 3:58:31, time: 1.723, data_time: 0.051, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6961, loss_cls: 2.4138, loss: 2.4138, grad_norm: 5.5286 2020-07-25 21:48:15,420 - mmaction - INFO - Epoch [10][2620/3757] lr: 1.000e-02, eta: 7 days, 3:57:55, time: 1.827, data_time: 0.152, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6766, loss_cls: 2.4572, loss: 2.4572, grad_norm: 5.4617 2020-07-25 21:48:49,851 - mmaction - INFO - Epoch [10][2640/3757] lr: 1.000e-02, eta: 7 days, 3:57:00, time: 1.722, data_time: 0.104, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6852, loss_cls: 2.5296, loss: 2.5296, grad_norm: 5.6983 2020-07-25 21:49:24,795 - mmaction - INFO - Epoch [10][2660/3757] lr: 1.000e-02, eta: 7 days, 3:56:08, time: 1.745, data_time: 0.974, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7102, loss_cls: 2.3909, loss: 2.3909, grad_norm: 5.5807 2020-07-25 21:50:00,306 - mmaction - INFO - Epoch [10][2680/3757] lr: 1.000e-02, eta: 7 days, 3:55:23, time: 1.778, data_time: 1.086, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7086, loss_cls: 2.3690, loss: 2.3690, grad_norm: 5.5699 2020-07-25 21:50:32,559 - mmaction - INFO - Epoch [10][2700/3757] lr: 1.000e-02, eta: 7 days, 3:54:06, time: 1.606, data_time: 0.724, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7055, loss_cls: 2.3424, loss: 2.3424, grad_norm: 5.4442 2020-07-25 21:51:09,582 - mmaction - INFO - Epoch [10][2720/3757] lr: 1.000e-02, eta: 7 days, 3:53:36, time: 1.857, data_time: 0.985, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7195, loss_cls: 2.3087, loss: 2.3087, grad_norm: 5.4239 2020-07-25 21:51:43,046 - mmaction - INFO - Epoch [10][2740/3757] lr: 1.000e-02, eta: 7 days, 3:52:30, time: 1.666, data_time: 0.787, memory: 5170, top1_acc: 0.4289, top5_acc: 0.7016, loss_cls: 2.4640, loss: 2.4640, grad_norm: 5.5928 2020-07-25 21:52:18,216 - mmaction - INFO - Epoch [10][2760/3757] lr: 1.000e-02, eta: 7 days, 3:51:42, time: 1.765, data_time: 0.088, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6953, loss_cls: 2.4207, loss: 2.4207, grad_norm: 5.4445 2020-07-25 21:52:56,537 - mmaction - INFO - Epoch [10][2780/3757] lr: 1.000e-02, eta: 7 days, 3:51:22, time: 1.914, data_time: 0.004, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7039, loss_cls: 2.3420, loss: 2.3420, grad_norm: 5.4003 2020-07-25 21:53:30,002 - mmaction - INFO - Epoch [10][2800/3757] lr: 1.000e-02, eta: 7 days, 3:50:19, time: 1.677, data_time: 0.007, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7023, loss_cls: 2.4377, loss: 2.4377, grad_norm: 5.5210 2020-07-25 21:54:06,740 - mmaction - INFO - Epoch [10][2820/3757] lr: 1.000e-02, eta: 7 days, 3:49:42, time: 1.826, data_time: 0.008, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6695, loss_cls: 2.5259, loss: 2.5259, grad_norm: 5.5463 2020-07-25 21:54:42,398 - mmaction - INFO - Epoch [10][2840/3757] lr: 1.000e-02, eta: 7 days, 3:49:00, time: 1.794, data_time: 0.013, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6820, loss_cls: 2.5472, loss: 2.5472, grad_norm: 5.6940 2020-07-25 21:55:16,212 - mmaction - INFO - Epoch [10][2860/3757] lr: 1.000e-02, eta: 7 days, 3:47:59, time: 1.688, data_time: 0.002, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6930, loss_cls: 2.4535, loss: 2.4535, grad_norm: 5.5791 2020-07-25 21:55:51,688 - mmaction - INFO - Epoch [10][2880/3757] lr: 1.000e-02, eta: 7 days, 3:47:13, time: 1.775, data_time: 0.005, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7086, loss_cls: 2.4429, loss: 2.4429, grad_norm: 5.6042 2020-07-25 21:56:28,151 - mmaction - INFO - Epoch [10][2900/3757] lr: 1.000e-02, eta: 7 days, 3:46:36, time: 1.823, data_time: 0.009, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7289, loss_cls: 2.2929, loss: 2.2929, grad_norm: 5.4466 2020-07-25 21:57:00,837 - mmaction - INFO - Epoch [10][2920/3757] lr: 1.000e-02, eta: 7 days, 3:45:24, time: 1.632, data_time: 0.003, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7078, loss_cls: 2.3609, loss: 2.3609, grad_norm: 5.4747 2020-07-25 21:57:34,408 - mmaction - INFO - Epoch [10][2940/3757] lr: 1.000e-02, eta: 7 days, 3:44:21, time: 1.678, data_time: 0.010, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7078, loss_cls: 2.4050, loss: 2.4050, grad_norm: 5.5039 2020-07-25 21:58:09,598 - mmaction - INFO - Epoch [10][2960/3757] lr: 1.000e-02, eta: 7 days, 3:43:33, time: 1.763, data_time: 0.008, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6992, loss_cls: 2.4138, loss: 2.4138, grad_norm: 5.6335 2020-07-25 21:58:42,379 - mmaction - INFO - Epoch [10][2980/3757] lr: 1.000e-02, eta: 7 days, 3:42:22, time: 1.634, data_time: 0.007, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7141, loss_cls: 2.3667, loss: 2.3667, grad_norm: 5.5306 2020-07-25 21:59:18,600 - mmaction - INFO - Epoch [10][3000/3757] lr: 1.000e-02, eta: 7 days, 3:41:44, time: 1.815, data_time: 0.017, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7047, loss_cls: 2.4001, loss: 2.4001, grad_norm: 5.5645 2020-07-25 21:59:53,080 - mmaction - INFO - Epoch [10][3020/3757] lr: 1.000e-02, eta: 7 days, 3:40:49, time: 1.724, data_time: 0.151, memory: 5170, top1_acc: 0.4406, top5_acc: 0.7008, loss_cls: 2.4453, loss: 2.4453, grad_norm: 5.6214 2020-07-25 22:00:27,760 - mmaction - INFO - Epoch [10][3040/3757] lr: 1.000e-02, eta: 7 days, 3:39:53, time: 1.716, data_time: 0.091, memory: 5170, top1_acc: 0.4398, top5_acc: 0.7078, loss_cls: 2.4058, loss: 2.4058, grad_norm: 5.4105 2020-07-25 22:01:04,324 - mmaction - INFO - Epoch [10][3060/3757] lr: 1.000e-02, eta: 7 days, 3:39:19, time: 1.838, data_time: 0.075, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7047, loss_cls: 2.3699, loss: 2.3699, grad_norm: 5.3342 2020-07-25 22:01:37,796 - mmaction - INFO - Epoch [10][3080/3757] lr: 1.000e-02, eta: 7 days, 3:38:16, time: 1.681, data_time: 0.010, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6969, loss_cls: 2.4576, loss: 2.4576, grad_norm: 5.5872 2020-07-25 22:02:16,983 - mmaction - INFO - Epoch [10][3100/3757] lr: 1.000e-02, eta: 7 days, 3:38:03, time: 1.953, data_time: 0.007, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7016, loss_cls: 2.4286, loss: 2.4286, grad_norm: 5.5790 2020-07-25 22:02:49,872 - mmaction - INFO - Epoch [10][3120/3757] lr: 1.000e-02, eta: 7 days, 3:36:54, time: 1.645, data_time: 0.225, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7211, loss_cls: 2.3663, loss: 2.3663, grad_norm: 5.3994 2020-07-25 22:03:25,119 - mmaction - INFO - Epoch [10][3140/3757] lr: 1.000e-02, eta: 7 days, 3:36:07, time: 1.766, data_time: 0.009, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.4340, loss: 2.4340, grad_norm: 5.4633 2020-07-25 22:04:02,531 - mmaction - INFO - Epoch [10][3160/3757] lr: 1.000e-02, eta: 7 days, 3:35:39, time: 1.870, data_time: 0.005, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7063, loss_cls: 2.4403, loss: 2.4403, grad_norm: 5.5362 2020-07-25 22:04:38,604 - mmaction - INFO - Epoch [10][3180/3757] lr: 1.000e-02, eta: 7 days, 3:35:00, time: 1.807, data_time: 0.005, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7055, loss_cls: 2.3372, loss: 2.3372, grad_norm: 5.5053 2020-07-25 22:05:09,086 - mmaction - INFO - Epoch [10][3200/3757] lr: 1.000e-02, eta: 7 days, 3:33:28, time: 1.521, data_time: 0.005, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7000, loss_cls: 2.3968, loss: 2.3968, grad_norm: 5.5475 2020-07-25 22:05:43,590 - mmaction - INFO - Epoch [10][3220/3757] lr: 1.000e-02, eta: 7 days, 3:32:33, time: 1.721, data_time: 0.317, memory: 5170, top1_acc: 0.4406, top5_acc: 0.7063, loss_cls: 2.4239, loss: 2.4239, grad_norm: 5.6030 2020-07-25 22:06:22,111 - mmaction - INFO - Epoch [10][3240/3757] lr: 1.000e-02, eta: 7 days, 3:32:16, time: 1.933, data_time: 0.424, memory: 5170, top1_acc: 0.4250, top5_acc: 0.7023, loss_cls: 2.4600, loss: 2.4600, grad_norm: 5.6828 2020-07-25 22:06:54,277 - mmaction - INFO - Epoch [10][3260/3757] lr: 1.000e-02, eta: 7 days, 3:30:59, time: 1.602, data_time: 0.087, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7063, loss_cls: 2.4067, loss: 2.4067, grad_norm: 5.6240 2020-07-25 22:07:30,737 - mmaction - INFO - Epoch [10][3280/3757] lr: 1.000e-02, eta: 7 days, 3:30:23, time: 1.827, data_time: 0.159, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6641, loss_cls: 2.5776, loss: 2.5776, grad_norm: 5.7362 2020-07-25 22:08:05,442 - mmaction - INFO - Epoch [10][3300/3757] lr: 1.000e-02, eta: 7 days, 3:29:30, time: 1.733, data_time: 0.141, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6813, loss_cls: 2.5018, loss: 2.5018, grad_norm: 5.6959 2020-07-25 22:08:38,458 - mmaction - INFO - Epoch [10][3320/3757] lr: 1.000e-02, eta: 7 days, 3:28:23, time: 1.654, data_time: 0.063, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6766, loss_cls: 2.4921, loss: 2.4921, grad_norm: 5.7466 2020-07-25 22:09:16,223 - mmaction - INFO - Epoch [10][3340/3757] lr: 1.000e-02, eta: 7 days, 3:27:57, time: 1.883, data_time: 0.008, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7086, loss_cls: 2.3636, loss: 2.3636, grad_norm: 5.4990 2020-07-25 22:09:50,368 - mmaction - INFO - Epoch [10][3360/3757] lr: 1.000e-02, eta: 7 days, 3:27:01, time: 1.712, data_time: 0.012, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7039, loss_cls: 2.3528, loss: 2.3528, grad_norm: 5.3597 2020-07-25 22:10:24,816 - mmaction - INFO - Epoch [10][3380/3757] lr: 1.000e-02, eta: 7 days, 3:26:06, time: 1.723, data_time: 0.010, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7086, loss_cls: 2.4144, loss: 2.4144, grad_norm: 5.6089 2020-07-25 22:11:00,132 - mmaction - INFO - Epoch [10][3400/3757] lr: 1.000e-02, eta: 7 days, 3:25:19, time: 1.766, data_time: 0.003, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7031, loss_cls: 2.3445, loss: 2.3445, grad_norm: 5.6114 2020-07-25 22:11:33,477 - mmaction - INFO - Epoch [10][3420/3757] lr: 1.000e-02, eta: 7 days, 3:24:14, time: 1.667, data_time: 0.007, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6875, loss_cls: 2.4789, loss: 2.4789, grad_norm: 5.7153 2020-07-25 22:12:07,501 - mmaction - INFO - Epoch [10][3440/3757] lr: 1.000e-02, eta: 7 days, 3:23:16, time: 1.701, data_time: 0.003, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6883, loss_cls: 2.5065, loss: 2.5065, grad_norm: 5.5530 2020-07-25 22:12:41,285 - mmaction - INFO - Epoch [10][3460/3757] lr: 1.000e-02, eta: 7 days, 3:22:14, time: 1.686, data_time: 0.013, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7102, loss_cls: 2.3899, loss: 2.3899, grad_norm: 5.5692 2020-07-25 22:13:15,889 - mmaction - INFO - Epoch [10][3480/3757] lr: 1.000e-02, eta: 7 days, 3:21:21, time: 1.730, data_time: 0.075, memory: 5170, top1_acc: 0.4680, top5_acc: 0.6992, loss_cls: 2.4210, loss: 2.4210, grad_norm: 5.3804 2020-07-25 22:13:52,100 - mmaction - INFO - Epoch [10][3500/3757] lr: 1.000e-02, eta: 7 days, 3:20:43, time: 1.813, data_time: 0.009, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7125, loss_cls: 2.3658, loss: 2.3658, grad_norm: 5.4033 2020-07-25 22:14:28,054 - mmaction - INFO - Epoch [10][3520/3757] lr: 1.000e-02, eta: 7 days, 3:20:02, time: 1.799, data_time: 0.004, memory: 5170, top1_acc: 0.4617, top5_acc: 0.6969, loss_cls: 2.3769, loss: 2.3769, grad_norm: 5.3936 2020-07-25 22:15:04,196 - mmaction - INFO - Epoch [10][3540/3757] lr: 1.000e-02, eta: 7 days, 3:19:22, time: 1.804, data_time: 0.211, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7117, loss_cls: 2.3492, loss: 2.3492, grad_norm: 5.4459 2020-07-25 22:15:38,058 - mmaction - INFO - Epoch [10][3560/3757] lr: 1.000e-02, eta: 7 days, 3:18:22, time: 1.695, data_time: 0.278, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6992, loss_cls: 2.4690, loss: 2.4690, grad_norm: 5.6198 2020-07-25 22:16:10,143 - mmaction - INFO - Epoch [10][3580/3757] lr: 1.000e-02, eta: 7 days, 3:17:07, time: 1.605, data_time: 0.010, memory: 5170, top1_acc: 0.4602, top5_acc: 0.6875, loss_cls: 2.4173, loss: 2.4173, grad_norm: 5.5934 2020-07-25 22:16:48,562 - mmaction - INFO - Epoch [10][3600/3757] lr: 1.000e-02, eta: 7 days, 3:16:48, time: 1.920, data_time: 0.007, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7109, loss_cls: 2.4266, loss: 2.4266, grad_norm: 5.6239 2020-07-25 22:17:25,561 - mmaction - INFO - Epoch [10][3620/3757] lr: 1.000e-02, eta: 7 days, 3:16:16, time: 1.849, data_time: 0.325, memory: 5170, top1_acc: 0.4250, top5_acc: 0.7156, loss_cls: 2.4206, loss: 2.4206, grad_norm: 5.6274 2020-07-25 22:18:01,900 - mmaction - INFO - Epoch [10][3640/3757] lr: 1.000e-02, eta: 7 days, 3:15:39, time: 1.820, data_time: 0.005, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7109, loss_cls: 2.3469, loss: 2.3469, grad_norm: 5.4799 2020-07-25 22:18:35,182 - mmaction - INFO - Epoch [10][3660/3757] lr: 1.000e-02, eta: 7 days, 3:14:33, time: 1.662, data_time: 0.007, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7125, loss_cls: 2.2894, loss: 2.2894, grad_norm: 5.4140 2020-07-25 22:19:13,111 - mmaction - INFO - Epoch [10][3680/3757] lr: 1.000e-02, eta: 7 days, 3:14:10, time: 1.898, data_time: 0.005, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7164, loss_cls: 2.3894, loss: 2.3894, grad_norm: 5.6406 2020-07-25 22:19:48,826 - mmaction - INFO - Epoch [10][3700/3757] lr: 1.000e-02, eta: 7 days, 3:13:26, time: 1.779, data_time: 0.009, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6953, loss_cls: 2.4340, loss: 2.4340, grad_norm: 5.6320 2020-07-25 22:20:23,850 - mmaction - INFO - Epoch [10][3720/3757] lr: 1.000e-02, eta: 7 days, 3:12:37, time: 1.752, data_time: 0.011, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7078, loss_cls: 2.4059, loss: 2.4059, grad_norm: 5.5967 2020-07-25 22:20:59,971 - mmaction - INFO - Epoch [10][3740/3757] lr: 1.000e-02, eta: 7 days, 3:11:58, time: 1.811, data_time: 0.010, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6984, loss_cls: 2.4653, loss: 2.4653, grad_norm: 5.7545 2020-07-25 22:21:24,263 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-07-25 22:22:14,349 - mmaction - INFO - Epoch [11][20/3757] lr: 1.000e-02, eta: 7 days, 3:07:57, time: 2.406, data_time: 1.624, memory: 5170, top1_acc: 0.4578, top5_acc: 0.6992, loss_cls: 2.3979, loss: 2.3979, grad_norm: 5.5812 2020-07-25 22:22:49,939 - mmaction - INFO - Epoch [11][40/3757] lr: 1.000e-02, eta: 7 days, 3:07:12, time: 1.772, data_time: 0.921, memory: 5170, top1_acc: 0.4609, top5_acc: 0.6953, loss_cls: 2.3854, loss: 2.3854, grad_norm: 5.6499 2020-07-25 22:23:23,082 - mmaction - INFO - Epoch [11][60/3757] lr: 1.000e-02, eta: 7 days, 3:06:06, time: 1.662, data_time: 0.858, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7008, loss_cls: 2.4055, loss: 2.4055, grad_norm: 5.4545 2020-07-25 22:24:00,346 - mmaction - INFO - Epoch [11][80/3757] lr: 1.000e-02, eta: 7 days, 3:05:38, time: 1.866, data_time: 0.064, memory: 5170, top1_acc: 0.4297, top5_acc: 0.7102, loss_cls: 2.4078, loss: 2.4078, grad_norm: 5.6721 2020-07-25 22:24:33,811 - mmaction - INFO - Epoch [11][100/3757] lr: 1.000e-02, eta: 7 days, 3:04:35, time: 1.673, data_time: 0.009, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7086, loss_cls: 2.3016, loss: 2.3016, grad_norm: 5.4472 2020-07-25 22:25:09,701 - mmaction - INFO - Epoch [11][120/3757] lr: 1.000e-02, eta: 7 days, 3:03:53, time: 1.794, data_time: 0.002, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7172, loss_cls: 2.3748, loss: 2.3748, grad_norm: 5.4876 2020-07-25 22:25:45,329 - mmaction - INFO - Epoch [11][140/3757] lr: 1.000e-02, eta: 7 days, 3:03:10, time: 1.781, data_time: 0.003, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7227, loss_cls: 2.3333, loss: 2.3333, grad_norm: 5.4868 2020-07-25 22:26:19,556 - mmaction - INFO - Epoch [11][160/3757] lr: 1.000e-02, eta: 7 days, 3:02:12, time: 1.702, data_time: 0.009, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7195, loss_cls: 2.2785, loss: 2.2785, grad_norm: 5.4402 2020-07-25 22:26:53,685 - mmaction - INFO - Epoch [11][180/3757] lr: 1.000e-02, eta: 7 days, 3:01:16, time: 1.716, data_time: 0.012, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3621, loss: 2.3621, grad_norm: 5.6375 2020-07-25 22:27:28,186 - mmaction - INFO - Epoch [11][200/3757] lr: 1.000e-02, eta: 7 days, 3:00:22, time: 1.722, data_time: 0.008, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7086, loss_cls: 2.3202, loss: 2.3202, grad_norm: 5.4642 2020-07-25 22:28:05,099 - mmaction - INFO - Epoch [11][220/3757] lr: 1.000e-02, eta: 7 days, 2:59:51, time: 1.849, data_time: 0.007, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6930, loss_cls: 2.4695, loss: 2.4695, grad_norm: 5.6175 2020-07-25 22:28:38,197 - mmaction - INFO - Epoch [11][240/3757] lr: 1.000e-02, eta: 7 days, 2:58:43, time: 1.645, data_time: 0.007, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6883, loss_cls: 2.4559, loss: 2.4559, grad_norm: 5.4692 2020-07-25 22:29:14,309 - mmaction - INFO - Epoch [11][260/3757] lr: 1.000e-02, eta: 7 days, 2:58:05, time: 1.815, data_time: 0.025, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7172, loss_cls: 2.3786, loss: 2.3786, grad_norm: 5.5422 2020-07-25 22:29:49,363 - mmaction - INFO - Epoch [11][280/3757] lr: 1.000e-02, eta: 7 days, 2:57:15, time: 1.746, data_time: 0.296, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7391, loss_cls: 2.2399, loss: 2.2399, grad_norm: 5.3749 2020-07-25 22:30:24,417 - mmaction - INFO - Epoch [11][300/3757] lr: 1.000e-02, eta: 7 days, 2:56:27, time: 1.756, data_time: 0.666, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7195, loss_cls: 2.3387, loss: 2.3387, grad_norm: 5.6327 2020-07-25 22:31:02,393 - mmaction - INFO - Epoch [11][320/3757] lr: 1.000e-02, eta: 7 days, 2:56:04, time: 1.900, data_time: 0.044, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7055, loss_cls: 2.3751, loss: 2.3751, grad_norm: 5.5412 2020-07-25 22:31:40,290 - mmaction - INFO - Epoch [11][340/3757] lr: 1.000e-02, eta: 7 days, 2:55:41, time: 1.896, data_time: 0.005, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7117, loss_cls: 2.3628, loss: 2.3628, grad_norm: 5.5647 2020-07-25 22:32:13,214 - mmaction - INFO - Epoch [11][360/3757] lr: 1.000e-02, eta: 7 days, 2:54:32, time: 1.640, data_time: 0.009, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6922, loss_cls: 2.3944, loss: 2.3944, grad_norm: 5.4410 2020-07-25 22:32:47,713 - mmaction - INFO - Epoch [11][380/3757] lr: 1.000e-02, eta: 7 days, 2:53:39, time: 1.730, data_time: 0.011, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7031, loss_cls: 2.3960, loss: 2.3960, grad_norm: 5.5391 2020-07-25 22:33:22,115 - mmaction - INFO - Epoch [11][400/3757] lr: 1.000e-02, eta: 7 days, 2:52:46, time: 1.723, data_time: 0.052, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7180, loss_cls: 2.3091, loss: 2.3091, grad_norm: 5.4455 2020-07-25 22:33:58,954 - mmaction - INFO - Epoch [11][420/3757] lr: 1.000e-02, eta: 7 days, 2:52:13, time: 1.843, data_time: 0.051, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6937, loss_cls: 2.4761, loss: 2.4761, grad_norm: 5.7355 2020-07-25 22:34:35,539 - mmaction - INFO - Epoch [11][440/3757] lr: 1.000e-02, eta: 7 days, 2:51:37, time: 1.826, data_time: 0.007, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6914, loss_cls: 2.4223, loss: 2.4223, grad_norm: 5.5441 2020-07-25 22:35:11,223 - mmaction - INFO - Epoch [11][460/3757] lr: 1.000e-02, eta: 7 days, 2:50:55, time: 1.787, data_time: 0.214, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6961, loss_cls: 2.4554, loss: 2.4554, grad_norm: 5.6044 2020-07-25 22:35:44,302 - mmaction - INFO - Epoch [11][480/3757] lr: 1.000e-02, eta: 7 days, 2:49:48, time: 1.653, data_time: 0.198, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7188, loss_cls: 2.3138, loss: 2.3138, grad_norm: 5.4302 2020-07-25 22:36:22,360 - mmaction - INFO - Epoch [11][500/3757] lr: 1.000e-02, eta: 7 days, 2:49:25, time: 1.896, data_time: 0.571, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6945, loss_cls: 2.4431, loss: 2.4431, grad_norm: 5.4452 2020-07-25 22:36:57,869 - mmaction - INFO - Epoch [11][520/3757] lr: 1.000e-02, eta: 7 days, 2:48:42, time: 1.782, data_time: 0.011, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6984, loss_cls: 2.4694, loss: 2.4694, grad_norm: 5.4980 2020-07-25 22:37:29,543 - mmaction - INFO - Epoch [11][540/3757] lr: 1.000e-02, eta: 7 days, 2:47:23, time: 1.583, data_time: 0.009, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6930, loss_cls: 2.4655, loss: 2.4655, grad_norm: 5.4442 2020-07-25 22:38:06,392 - mmaction - INFO - Epoch [11][560/3757] lr: 1.000e-02, eta: 7 days, 2:46:51, time: 1.844, data_time: 0.005, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6977, loss_cls: 2.4071, loss: 2.4071, grad_norm: 5.4905 2020-07-25 22:38:39,747 - mmaction - INFO - Epoch [11][580/3757] lr: 1.000e-02, eta: 7 days, 2:45:47, time: 1.669, data_time: 0.009, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7188, loss_cls: 2.3106, loss: 2.3106, grad_norm: 5.5747 2020-07-25 22:39:15,461 - mmaction - INFO - Epoch [11][600/3757] lr: 1.000e-02, eta: 7 days, 2:45:04, time: 1.783, data_time: 0.003, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.3669, loss: 2.3669, grad_norm: 5.4825 2020-07-25 22:39:50,550 - mmaction - INFO - Epoch [11][620/3757] lr: 1.000e-02, eta: 7 days, 2:44:15, time: 1.751, data_time: 0.011, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7047, loss_cls: 2.3416, loss: 2.3416, grad_norm: 5.3004 2020-07-25 22:40:25,500 - mmaction - INFO - Epoch [11][640/3757] lr: 1.000e-02, eta: 7 days, 2:43:25, time: 1.744, data_time: 0.009, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7344, loss_cls: 2.2764, loss: 2.2764, grad_norm: 5.4800 2020-07-25 22:40:58,595 - mmaction - INFO - Epoch [11][660/3757] lr: 1.000e-02, eta: 7 days, 2:42:20, time: 1.657, data_time: 0.012, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7125, loss_cls: 2.3742, loss: 2.3742, grad_norm: 5.5901 2020-07-25 22:41:33,236 - mmaction - INFO - Epoch [11][680/3757] lr: 1.000e-02, eta: 7 days, 2:41:29, time: 1.739, data_time: 0.009, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7086, loss_cls: 2.3587, loss: 2.3587, grad_norm: 5.6214 2020-07-25 22:42:09,666 - mmaction - INFO - Epoch [11][700/3757] lr: 1.000e-02, eta: 7 days, 2:40:53, time: 1.821, data_time: 0.002, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6773, loss_cls: 2.4891, loss: 2.4891, grad_norm: 5.5660 2020-07-25 22:42:44,776 - mmaction - INFO - Epoch [11][720/3757] lr: 1.000e-02, eta: 7 days, 2:40:05, time: 1.755, data_time: 0.002, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7172, loss_cls: 2.3295, loss: 2.3295, grad_norm: 5.5628 2020-07-25 22:43:19,558 - mmaction - INFO - Epoch [11][740/3757] lr: 1.000e-02, eta: 7 days, 2:39:13, time: 1.733, data_time: 0.028, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7305, loss_cls: 2.2723, loss: 2.2723, grad_norm: 5.4502 2020-07-25 22:43:58,559 - mmaction - INFO - Epoch [11][760/3757] lr: 1.000e-02, eta: 7 days, 2:39:00, time: 1.956, data_time: 0.211, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6961, loss_cls: 2.4490, loss: 2.4490, grad_norm: 5.4977 2020-07-25 22:44:34,320 - mmaction - INFO - Epoch [11][780/3757] lr: 1.000e-02, eta: 7 days, 2:38:18, time: 1.787, data_time: 0.008, memory: 5170, top1_acc: 0.4641, top5_acc: 0.6977, loss_cls: 2.3947, loss: 2.3947, grad_norm: 5.4190 2020-07-25 22:45:07,831 - mmaction - INFO - Epoch [11][800/3757] lr: 1.000e-02, eta: 7 days, 2:37:15, time: 1.669, data_time: 0.005, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7164, loss_cls: 2.3655, loss: 2.3655, grad_norm: 5.5759 2020-07-25 22:45:43,800 - mmaction - INFO - Epoch [11][820/3757] lr: 1.000e-02, eta: 7 days, 2:36:35, time: 1.806, data_time: 0.010, memory: 5170, top1_acc: 0.4594, top5_acc: 0.6961, loss_cls: 2.3907, loss: 2.3907, grad_norm: 5.4857 2020-07-25 22:46:21,140 - mmaction - INFO - Epoch [11][840/3757] lr: 1.000e-02, eta: 7 days, 2:36:06, time: 1.860, data_time: 0.007, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7117, loss_cls: 2.3383, loss: 2.3383, grad_norm: 5.5902 2020-07-25 22:46:53,855 - mmaction - INFO - Epoch [11][860/3757] lr: 1.000e-02, eta: 7 days, 2:34:58, time: 1.643, data_time: 0.010, memory: 5170, top1_acc: 0.4398, top5_acc: 0.7063, loss_cls: 2.3771, loss: 2.3771, grad_norm: 5.5676 2020-07-25 22:47:30,392 - mmaction - INFO - Epoch [11][880/3757] lr: 1.000e-02, eta: 7 days, 2:34:22, time: 1.822, data_time: 0.007, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7070, loss_cls: 2.3655, loss: 2.3655, grad_norm: 5.5343 2020-07-25 22:48:03,463 - mmaction - INFO - Epoch [11][900/3757] lr: 1.000e-02, eta: 7 days, 2:33:17, time: 1.659, data_time: 0.010, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.2950, loss: 2.2950, grad_norm: 5.4997 2020-07-25 22:48:39,105 - mmaction - INFO - Epoch [11][920/3757] lr: 1.000e-02, eta: 7 days, 2:32:34, time: 1.780, data_time: 0.006, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7180, loss_cls: 2.3179, loss: 2.3179, grad_norm: 5.4360 2020-07-25 22:49:13,166 - mmaction - INFO - Epoch [11][940/3757] lr: 1.000e-02, eta: 7 days, 2:31:37, time: 1.704, data_time: 0.004, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6977, loss_cls: 2.4239, loss: 2.4239, grad_norm: 5.6851 2020-07-25 22:49:49,274 - mmaction - INFO - Epoch [11][960/3757] lr: 1.000e-02, eta: 7 days, 2:30:58, time: 1.805, data_time: 0.003, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6797, loss_cls: 2.5172, loss: 2.5172, grad_norm: 5.5478 2020-07-25 22:50:23,196 - mmaction - INFO - Epoch [11][980/3757] lr: 1.000e-02, eta: 7 days, 2:29:59, time: 1.691, data_time: 0.009, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6961, loss_cls: 2.4391, loss: 2.4391, grad_norm: 5.4598 2020-07-25 22:50:59,820 - mmaction - INFO - Epoch [11][1000/3757] lr: 1.000e-02, eta: 7 days, 2:29:25, time: 1.837, data_time: 0.009, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7156, loss_cls: 2.3433, loss: 2.3433, grad_norm: 5.4667 2020-07-25 22:51:33,241 - mmaction - INFO - Epoch [11][1020/3757] lr: 1.000e-02, eta: 7 days, 2:28:23, time: 1.671, data_time: 0.008, memory: 5170, top1_acc: 0.4375, top5_acc: 0.7039, loss_cls: 2.3749, loss: 2.3749, grad_norm: 5.5803 2020-07-25 22:52:09,228 - mmaction - INFO - Epoch [11][1040/3757] lr: 1.000e-02, eta: 7 days, 2:27:42, time: 1.799, data_time: 0.004, memory: 5170, top1_acc: 0.4422, top5_acc: 0.7133, loss_cls: 2.3764, loss: 2.3764, grad_norm: 5.6564 2020-07-25 22:52:45,831 - mmaction - INFO - Epoch [11][1060/3757] lr: 1.000e-02, eta: 7 days, 2:27:08, time: 1.831, data_time: 0.097, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6930, loss_cls: 2.3563, loss: 2.3563, grad_norm: 5.5997 2020-07-25 22:53:21,742 - mmaction - INFO - Epoch [11][1080/3757] lr: 1.000e-02, eta: 7 days, 2:26:26, time: 1.789, data_time: 0.035, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6992, loss_cls: 2.4176, loss: 2.4176, grad_norm: 5.6533 2020-07-25 22:53:53,523 - mmaction - INFO - Epoch [11][1100/3757] lr: 1.000e-02, eta: 7 days, 2:25:10, time: 1.595, data_time: 0.010, memory: 5170, top1_acc: 0.4719, top5_acc: 0.6961, loss_cls: 2.4188, loss: 2.4188, grad_norm: 5.6536 2020-07-25 22:54:30,308 - mmaction - INFO - Epoch [11][1120/3757] lr: 1.000e-02, eta: 7 days, 2:24:36, time: 1.831, data_time: 0.105, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6937, loss_cls: 2.4753, loss: 2.4753, grad_norm: 5.3840 2020-07-25 22:55:06,008 - mmaction - INFO - Epoch [11][1140/3757] lr: 1.000e-02, eta: 7 days, 2:23:54, time: 1.792, data_time: 0.054, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6961, loss_cls: 2.3979, loss: 2.3979, grad_norm: 5.4469 2020-07-25 22:55:39,034 - mmaction - INFO - Epoch [11][1160/3757] lr: 1.000e-02, eta: 7 days, 2:22:49, time: 1.652, data_time: 0.003, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7047, loss_cls: 2.3718, loss: 2.3718, grad_norm: 5.4227 2020-07-25 22:56:16,193 - mmaction - INFO - Epoch [11][1180/3757] lr: 1.000e-02, eta: 7 days, 2:22:19, time: 1.859, data_time: 0.003, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7023, loss_cls: 2.3815, loss: 2.3815, grad_norm: 5.4389 2020-07-25 22:56:47,531 - mmaction - INFO - Epoch [11][1200/3757] lr: 1.000e-02, eta: 7 days, 2:20:57, time: 1.560, data_time: 0.054, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7102, loss_cls: 2.4213, loss: 2.4213, grad_norm: 5.4882 2020-07-25 22:57:22,637 - mmaction - INFO - Epoch [11][1220/3757] lr: 1.000e-02, eta: 7 days, 2:20:10, time: 1.758, data_time: 0.204, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6828, loss_cls: 2.4411, loss: 2.4411, grad_norm: 5.5435 2020-07-25 22:57:58,762 - mmaction - INFO - Epoch [11][1240/3757] lr: 1.000e-02, eta: 7 days, 2:19:32, time: 1.811, data_time: 0.145, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6922, loss_cls: 2.4447, loss: 2.4447, grad_norm: 5.5155 2020-07-25 22:58:33,298 - mmaction - INFO - Epoch [11][1260/3757] lr: 1.000e-02, eta: 7 days, 2:18:38, time: 1.719, data_time: 0.008, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7000, loss_cls: 2.4267, loss: 2.4267, grad_norm: 5.5693 2020-07-25 22:59:07,555 - mmaction - INFO - Epoch [11][1280/3757] lr: 1.000e-02, eta: 7 days, 2:17:44, time: 1.717, data_time: 0.010, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7266, loss_cls: 2.3189, loss: 2.3189, grad_norm: 5.3746 2020-07-25 22:59:44,150 - mmaction - INFO - Epoch [11][1300/3757] lr: 1.000e-02, eta: 7 days, 2:17:09, time: 1.826, data_time: 0.010, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6961, loss_cls: 2.4857, loss: 2.4857, grad_norm: 5.6717 2020-07-25 23:00:20,779 - mmaction - INFO - Epoch [11][1320/3757] lr: 1.000e-02, eta: 7 days, 2:16:34, time: 1.829, data_time: 0.009, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7039, loss_cls: 2.4259, loss: 2.4259, grad_norm: 5.4485 2020-07-25 23:00:56,240 - mmaction - INFO - Epoch [11][1340/3757] lr: 1.000e-02, eta: 7 days, 2:15:51, time: 1.781, data_time: 0.019, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7266, loss_cls: 2.2995, loss: 2.2995, grad_norm: 5.4994 2020-07-25 23:01:28,010 - mmaction - INFO - Epoch [11][1360/3757] lr: 1.000e-02, eta: 7 days, 2:14:34, time: 1.589, data_time: 0.008, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7055, loss_cls: 2.3662, loss: 2.3662, grad_norm: 5.6770 2020-07-25 23:02:03,886 - mmaction - INFO - Epoch [11][1380/3757] lr: 1.000e-02, eta: 7 days, 2:13:53, time: 1.795, data_time: 0.040, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6906, loss_cls: 2.4519, loss: 2.4519, grad_norm: 5.6185 2020-07-25 23:02:37,441 - mmaction - INFO - Epoch [11][1400/3757] lr: 1.000e-02, eta: 7 days, 2:12:53, time: 1.678, data_time: 0.002, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6953, loss_cls: 2.4645, loss: 2.4645, grad_norm: 5.6100 2020-07-25 23:03:13,091 - mmaction - INFO - Epoch [11][1420/3757] lr: 1.000e-02, eta: 7 days, 2:12:10, time: 1.782, data_time: 0.008, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6922, loss_cls: 2.4635, loss: 2.4635, grad_norm: 5.5766 2020-07-25 23:03:48,103 - mmaction - INFO - Epoch [11][1440/3757] lr: 1.000e-02, eta: 7 days, 2:11:21, time: 1.751, data_time: 0.002, memory: 5170, top1_acc: 0.4406, top5_acc: 0.7086, loss_cls: 2.3741, loss: 2.3741, grad_norm: 5.5432 2020-07-25 23:04:24,904 - mmaction - INFO - Epoch [11][1460/3757] lr: 1.000e-02, eta: 7 days, 2:10:48, time: 1.838, data_time: 0.009, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7086, loss_cls: 2.3343, loss: 2.3343, grad_norm: 5.3151 2020-07-25 23:04:59,312 - mmaction - INFO - Epoch [11][1480/3757] lr: 1.000e-02, eta: 7 days, 2:09:55, time: 1.721, data_time: 0.004, memory: 5170, top1_acc: 0.4414, top5_acc: 0.7078, loss_cls: 2.4229, loss: 2.4229, grad_norm: 5.5784 2020-07-25 23:05:35,843 - mmaction - INFO - Epoch [11][1500/3757] lr: 1.000e-02, eta: 7 days, 2:09:20, time: 1.826, data_time: 0.009, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7086, loss_cls: 2.3441, loss: 2.3441, grad_norm: 5.4637 2020-07-25 23:06:08,975 - mmaction - INFO - Epoch [11][1520/3757] lr: 1.000e-02, eta: 7 days, 2:08:15, time: 1.654, data_time: 0.009, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7055, loss_cls: 2.3810, loss: 2.3810, grad_norm: 5.5580 2020-07-25 23:06:45,433 - mmaction - INFO - Epoch [11][1540/3757] lr: 1.000e-02, eta: 7 days, 2:07:39, time: 1.824, data_time: 0.292, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7078, loss_cls: 2.3669, loss: 2.3669, grad_norm: 5.4769 2020-07-25 23:07:19,637 - mmaction - INFO - Epoch [11][1560/3757] lr: 1.000e-02, eta: 7 days, 2:06:44, time: 1.711, data_time: 1.006, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7172, loss_cls: 2.3352, loss: 2.3352, grad_norm: 5.4482 2020-07-25 23:07:54,738 - mmaction - INFO - Epoch [11][1580/3757] lr: 1.000e-02, eta: 7 days, 2:05:57, time: 1.757, data_time: 0.613, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7102, loss_cls: 2.4074, loss: 2.4074, grad_norm: 5.4327 2020-07-25 23:08:29,447 - mmaction - INFO - Epoch [11][1600/3757] lr: 1.000e-02, eta: 7 days, 2:05:05, time: 1.728, data_time: 0.264, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6961, loss_cls: 2.4096, loss: 2.4096, grad_norm: 5.4520 2020-07-25 23:09:06,293 - mmaction - INFO - Epoch [11][1620/3757] lr: 1.000e-02, eta: 7 days, 2:04:33, time: 1.849, data_time: 0.946, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7094, loss_cls: 2.4047, loss: 2.4047, grad_norm: 5.4859 2020-07-25 23:09:40,598 - mmaction - INFO - Epoch [11][1640/3757] lr: 1.000e-02, eta: 7 days, 2:03:38, time: 1.709, data_time: 0.457, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6984, loss_cls: 2.3745, loss: 2.3745, grad_norm: 5.5105 2020-07-25 23:10:16,318 - mmaction - INFO - Epoch [11][1660/3757] lr: 1.000e-02, eta: 7 days, 2:02:56, time: 1.789, data_time: 0.165, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6945, loss_cls: 2.4776, loss: 2.4776, grad_norm: 5.6950 2020-07-25 23:10:49,380 - mmaction - INFO - Epoch [11][1680/3757] lr: 1.000e-02, eta: 7 days, 2:01:52, time: 1.656, data_time: 0.006, memory: 5170, top1_acc: 0.4578, top5_acc: 0.6859, loss_cls: 2.4042, loss: 2.4042, grad_norm: 5.4449 2020-07-25 23:11:24,580 - mmaction - INFO - Epoch [11][1700/3757] lr: 1.000e-02, eta: 7 days, 2:01:04, time: 1.755, data_time: 0.008, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7063, loss_cls: 2.3432, loss: 2.3432, grad_norm: 5.3508 2020-07-25 23:12:01,544 - mmaction - INFO - Epoch [11][1720/3757] lr: 1.000e-02, eta: 7 days, 2:00:33, time: 1.846, data_time: 0.010, memory: 5170, top1_acc: 0.4570, top5_acc: 0.6961, loss_cls: 2.3351, loss: 2.3351, grad_norm: 5.3853 2020-07-25 23:12:34,025 - mmaction - INFO - Epoch [11][1740/3757] lr: 1.000e-02, eta: 7 days, 1:59:24, time: 1.629, data_time: 0.236, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7000, loss_cls: 2.4541, loss: 2.4541, grad_norm: 5.7612 2020-07-25 23:13:13,458 - mmaction - INFO - Epoch [11][1760/3757] lr: 1.000e-02, eta: 7 days, 1:59:13, time: 1.969, data_time: 0.454, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7094, loss_cls: 2.4125, loss: 2.4125, grad_norm: 5.5653 2020-07-25 23:13:47,555 - mmaction - INFO - Epoch [11][1780/3757] lr: 1.000e-02, eta: 7 days, 1:58:18, time: 1.710, data_time: 0.008, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7133, loss_cls: 2.3218, loss: 2.3218, grad_norm: 5.5072 2020-07-25 23:14:23,349 - mmaction - INFO - Epoch [11][1800/3757] lr: 1.000e-02, eta: 7 days, 1:57:35, time: 1.783, data_time: 0.007, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7133, loss_cls: 2.3539, loss: 2.3539, grad_norm: 5.4668 2020-07-25 23:14:57,050 - mmaction - INFO - Epoch [11][1820/3757] lr: 1.000e-02, eta: 7 days, 1:56:37, time: 1.690, data_time: 0.009, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7211, loss_cls: 2.2868, loss: 2.2868, grad_norm: 5.4476 2020-07-25 23:15:32,102 - mmaction - INFO - Epoch [11][1840/3757] lr: 1.000e-02, eta: 7 days, 1:55:49, time: 1.750, data_time: 0.040, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7375, loss_cls: 2.2791, loss: 2.2791, grad_norm: 5.4678 2020-07-25 23:16:05,625 - mmaction - INFO - Epoch [11][1860/3757] lr: 1.000e-02, eta: 7 days, 1:54:48, time: 1.676, data_time: 0.501, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7047, loss_cls: 2.4051, loss: 2.4051, grad_norm: 5.4951 2020-07-25 23:16:42,631 - mmaction - INFO - Epoch [11][1880/3757] lr: 1.000e-02, eta: 7 days, 1:54:17, time: 1.849, data_time: 0.010, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7047, loss_cls: 2.3960, loss: 2.3960, grad_norm: 5.5308 2020-07-25 23:17:16,570 - mmaction - INFO - Epoch [11][1900/3757] lr: 1.000e-02, eta: 7 days, 1:53:20, time: 1.702, data_time: 0.007, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7031, loss_cls: 2.3693, loss: 2.3693, grad_norm: 5.3565 2020-07-25 23:17:51,364 - mmaction - INFO - Epoch [11][1920/3757] lr: 1.000e-02, eta: 7 days, 1:52:29, time: 1.730, data_time: 0.009, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7109, loss_cls: 2.3631, loss: 2.3631, grad_norm: 5.5671 2020-07-25 23:18:26,699 - mmaction - INFO - Epoch [11][1940/3757] lr: 1.000e-02, eta: 7 days, 1:51:45, time: 1.776, data_time: 0.012, memory: 5170, top1_acc: 0.4359, top5_acc: 0.7070, loss_cls: 2.3847, loss: 2.3847, grad_norm: 5.5908 2020-07-25 23:19:03,302 - mmaction - INFO - Epoch [11][1960/3757] lr: 1.000e-02, eta: 7 days, 1:51:10, time: 1.825, data_time: 0.008, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.2790, loss: 2.2790, grad_norm: 5.4783 2020-07-25 23:19:37,179 - mmaction - INFO - Epoch [11][1980/3757] lr: 1.000e-02, eta: 7 days, 1:50:13, time: 1.698, data_time: 0.147, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7078, loss_cls: 2.3413, loss: 2.3413, grad_norm: 5.6149 2020-07-25 23:20:11,887 - mmaction - INFO - Epoch [11][2000/3757] lr: 1.000e-02, eta: 7 days, 1:49:22, time: 1.735, data_time: 0.711, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7117, loss_cls: 2.3551, loss: 2.3551, grad_norm: 5.6916 2020-07-25 23:20:49,181 - mmaction - INFO - Epoch [11][2020/3757] lr: 1.000e-02, eta: 7 days, 1:48:54, time: 1.865, data_time: 1.200, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7008, loss_cls: 2.4264, loss: 2.4264, grad_norm: 5.5691 2020-07-25 23:21:21,471 - mmaction - INFO - Epoch [11][2040/3757] lr: 1.000e-02, eta: 7 days, 1:47:42, time: 1.609, data_time: 1.039, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7070, loss_cls: 2.4109, loss: 2.4109, grad_norm: 5.6942 2020-07-25 23:22:01,409 - mmaction - INFO - Epoch [11][2060/3757] lr: 1.000e-02, eta: 7 days, 1:47:36, time: 2.001, data_time: 0.663, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6836, loss_cls: 2.5378, loss: 2.5378, grad_norm: 5.6713 2020-07-25 23:22:33,955 - mmaction - INFO - Epoch [11][2080/3757] lr: 1.000e-02, eta: 7 days, 1:46:28, time: 1.629, data_time: 0.011, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6984, loss_cls: 2.4053, loss: 2.4053, grad_norm: 5.4860 2020-07-25 23:23:09,642 - mmaction - INFO - Epoch [11][2100/3757] lr: 1.000e-02, eta: 7 days, 1:45:44, time: 1.776, data_time: 0.008, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6961, loss_cls: 2.4589, loss: 2.4589, grad_norm: 5.6148 2020-07-25 23:23:41,876 - mmaction - INFO - Epoch [11][2120/3757] lr: 1.000e-02, eta: 7 days, 1:44:34, time: 1.620, data_time: 0.011, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7141, loss_cls: 2.3268, loss: 2.3268, grad_norm: 5.3957 2020-07-25 23:24:16,585 - mmaction - INFO - Epoch [11][2140/3757] lr: 1.000e-02, eta: 7 days, 1:43:43, time: 1.733, data_time: 0.008, memory: 5170, top1_acc: 0.4531, top5_acc: 0.6828, loss_cls: 2.4402, loss: 2.4402, grad_norm: 5.5425 2020-07-25 23:24:51,852 - mmaction - INFO - Epoch [11][2160/3757] lr: 1.000e-02, eta: 7 days, 1:42:58, time: 1.767, data_time: 0.008, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7141, loss_cls: 2.2992, loss: 2.2992, grad_norm: 5.4557 2020-07-25 23:25:28,433 - mmaction - INFO - Epoch [11][2180/3757] lr: 1.000e-02, eta: 7 days, 1:42:23, time: 1.827, data_time: 0.002, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6961, loss_cls: 2.4658, loss: 2.4658, grad_norm: 5.6952 2020-07-25 23:26:03,669 - mmaction - INFO - Epoch [11][2200/3757] lr: 1.000e-02, eta: 7 days, 1:41:37, time: 1.763, data_time: 0.004, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7203, loss_cls: 2.3340, loss: 2.3340, grad_norm: 5.3263 2020-07-25 23:26:35,710 - mmaction - INFO - Epoch [11][2220/3757] lr: 1.000e-02, eta: 7 days, 1:40:24, time: 1.598, data_time: 0.008, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7234, loss_cls: 2.2689, loss: 2.2689, grad_norm: 5.3012 2020-07-25 23:27:12,515 - mmaction - INFO - Epoch [11][2240/3757] lr: 1.000e-02, eta: 7 days, 1:39:51, time: 1.840, data_time: 0.010, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7258, loss_cls: 2.3085, loss: 2.3085, grad_norm: 5.3756 2020-07-25 23:27:49,666 - mmaction - INFO - Epoch [11][2260/3757] lr: 1.000e-02, eta: 7 days, 1:39:22, time: 1.859, data_time: 0.012, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7023, loss_cls: 2.3854, loss: 2.3854, grad_norm: 5.5114 2020-07-25 23:28:26,626 - mmaction - INFO - Epoch [11][2280/3757] lr: 1.000e-02, eta: 7 days, 1:38:51, time: 1.851, data_time: 0.012, memory: 5170, top1_acc: 0.4320, top5_acc: 0.7086, loss_cls: 2.4091, loss: 2.4091, grad_norm: 5.6255 2020-07-25 23:28:57,924 - mmaction - INFO - Epoch [11][2300/3757] lr: 1.000e-02, eta: 7 days, 1:37:32, time: 1.564, data_time: 0.005, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7172, loss_cls: 2.2932, loss: 2.2932, grad_norm: 5.4165 2020-07-25 23:29:34,192 - mmaction - INFO - Epoch [11][2320/3757] lr: 1.000e-02, eta: 7 days, 1:36:54, time: 1.814, data_time: 0.004, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7070, loss_cls: 2.4177, loss: 2.4177, grad_norm: 5.4846 2020-07-25 23:30:10,153 - mmaction - INFO - Epoch [11][2340/3757] lr: 1.000e-02, eta: 7 days, 1:36:14, time: 1.797, data_time: 0.008, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6891, loss_cls: 2.4882, loss: 2.4882, grad_norm: 5.4828 2020-07-25 23:30:43,823 - mmaction - INFO - Epoch [11][2360/3757] lr: 1.000e-02, eta: 7 days, 1:35:16, time: 1.685, data_time: 0.077, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7133, loss_cls: 2.3621, loss: 2.3621, grad_norm: 5.4239 2020-07-25 23:31:19,693 - mmaction - INFO - Epoch [11][2380/3757] lr: 1.000e-02, eta: 7 days, 1:34:34, time: 1.790, data_time: 0.058, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7039, loss_cls: 2.3388, loss: 2.3388, grad_norm: 5.5336 2020-07-25 23:31:55,341 - mmaction - INFO - Epoch [11][2400/3757] lr: 1.000e-02, eta: 7 days, 1:33:52, time: 1.780, data_time: 0.153, memory: 5170, top1_acc: 0.4656, top5_acc: 0.6898, loss_cls: 2.4377, loss: 2.4377, grad_norm: 5.5977 2020-07-25 23:32:27,866 - mmaction - INFO - Epoch [11][2420/3757] lr: 1.000e-02, eta: 7 days, 1:32:44, time: 1.632, data_time: 0.008, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7102, loss_cls: 2.3764, loss: 2.3764, grad_norm: 5.6803 2020-07-25 23:33:03,002 - mmaction - INFO - Epoch [11][2440/3757] lr: 1.000e-02, eta: 7 days, 1:31:57, time: 1.753, data_time: 0.008, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6805, loss_cls: 2.4939, loss: 2.4939, grad_norm: 5.5488 2020-07-25 23:33:40,577 - mmaction - INFO - Epoch [11][2460/3757] lr: 1.000e-02, eta: 7 days, 1:31:31, time: 1.882, data_time: 0.007, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6961, loss_cls: 2.4406, loss: 2.4406, grad_norm: 5.6650 2020-07-25 23:34:12,709 - mmaction - INFO - Epoch [11][2480/3757] lr: 1.000e-02, eta: 7 days, 1:30:19, time: 1.604, data_time: 0.008, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7078, loss_cls: 2.3611, loss: 2.3611, grad_norm: 5.5350 2020-07-25 23:34:48,948 - mmaction - INFO - Epoch [11][2500/3757] lr: 1.000e-02, eta: 7 days, 1:29:41, time: 1.807, data_time: 0.324, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6922, loss_cls: 2.4592, loss: 2.4592, grad_norm: 5.4468 2020-07-25 23:35:25,408 - mmaction - INFO - Epoch [11][2520/3757] lr: 1.000e-02, eta: 7 days, 1:29:06, time: 1.825, data_time: 0.175, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7055, loss_cls: 2.4253, loss: 2.4253, grad_norm: 5.4652 2020-07-25 23:36:00,203 - mmaction - INFO - Epoch [11][2540/3757] lr: 1.000e-02, eta: 7 days, 1:28:17, time: 1.744, data_time: 0.010, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7273, loss_cls: 2.2751, loss: 2.2751, grad_norm: 5.3090 2020-07-25 23:36:33,815 - mmaction - INFO - Epoch [11][2560/3757] lr: 1.000e-02, eta: 7 days, 1:27:17, time: 1.675, data_time: 0.009, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6984, loss_cls: 2.3679, loss: 2.3679, grad_norm: 5.6000 2020-07-25 23:37:09,558 - mmaction - INFO - Epoch [11][2580/3757] lr: 1.000e-02, eta: 7 days, 1:26:36, time: 1.792, data_time: 0.009, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.3456, loss: 2.3456, grad_norm: 5.5627 2020-07-25 23:37:47,497 - mmaction - INFO - Epoch [11][2600/3757] lr: 1.000e-02, eta: 7 days, 1:26:12, time: 1.892, data_time: 0.010, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7164, loss_cls: 2.3549, loss: 2.3549, grad_norm: 5.4650 2020-07-25 23:38:19,007 - mmaction - INFO - Epoch [11][2620/3757] lr: 1.000e-02, eta: 7 days, 1:24:56, time: 1.581, data_time: 0.018, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6867, loss_cls: 2.4598, loss: 2.4598, grad_norm: 5.5156 2020-07-25 23:38:56,883 - mmaction - INFO - Epoch [11][2640/3757] lr: 1.000e-02, eta: 7 days, 1:24:31, time: 1.886, data_time: 0.008, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6828, loss_cls: 2.4356, loss: 2.4356, grad_norm: 5.5780 2020-07-25 23:39:30,975 - mmaction - INFO - Epoch [11][2660/3757] lr: 1.000e-02, eta: 7 days, 1:23:37, time: 1.713, data_time: 0.012, memory: 5170, top1_acc: 0.4297, top5_acc: 0.7063, loss_cls: 2.4240, loss: 2.4240, grad_norm: 5.4053 2020-07-25 23:40:08,324 - mmaction - INFO - Epoch [11][2680/3757] lr: 1.000e-02, eta: 7 days, 1:23:09, time: 1.866, data_time: 0.615, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7109, loss_cls: 2.3621, loss: 2.3621, grad_norm: 5.3637 2020-07-25 23:40:40,814 - mmaction - INFO - Epoch [11][2700/3757] lr: 1.000e-02, eta: 7 days, 1:22:00, time: 1.625, data_time: 0.808, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7188, loss_cls: 2.3333, loss: 2.3333, grad_norm: 5.3526 2020-07-25 23:41:13,954 - mmaction - INFO - Epoch [11][2720/3757] lr: 1.000e-02, eta: 7 days, 1:20:56, time: 1.651, data_time: 0.190, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7086, loss_cls: 2.3295, loss: 2.3295, grad_norm: 5.4456 2020-07-25 23:41:48,088 - mmaction - INFO - Epoch [11][2740/3757] lr: 1.000e-02, eta: 7 days, 1:20:02, time: 1.714, data_time: 0.011, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7422, loss_cls: 2.2226, loss: 2.2226, grad_norm: 5.6071 2020-07-25 23:42:22,579 - mmaction - INFO - Epoch [11][2760/3757] lr: 1.000e-02, eta: 7 days, 1:19:10, time: 1.719, data_time: 0.003, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7078, loss_cls: 2.3541, loss: 2.3541, grad_norm: 5.5766 2020-07-25 23:42:57,582 - mmaction - INFO - Epoch [11][2780/3757] lr: 1.000e-02, eta: 7 days, 1:18:23, time: 1.756, data_time: 0.009, memory: 5170, top1_acc: 0.4352, top5_acc: 0.7047, loss_cls: 2.4085, loss: 2.4085, grad_norm: 5.7215 2020-07-25 23:43:30,929 - mmaction - INFO - Epoch [11][2800/3757] lr: 1.000e-02, eta: 7 days, 1:17:22, time: 1.668, data_time: 0.057, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7328, loss_cls: 2.2294, loss: 2.2294, grad_norm: 5.5364 2020-07-25 23:44:05,919 - mmaction - INFO - Epoch [11][2820/3757] lr: 1.000e-02, eta: 7 days, 1:16:34, time: 1.750, data_time: 0.005, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6992, loss_cls: 2.4168, loss: 2.4168, grad_norm: 5.6294 2020-07-25 23:44:40,923 - mmaction - INFO - Epoch [11][2840/3757] lr: 1.000e-02, eta: 7 days, 1:15:45, time: 1.741, data_time: 0.006, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6914, loss_cls: 2.4692, loss: 2.4692, grad_norm: 5.5096 2020-07-25 23:45:18,583 - mmaction - INFO - Epoch [11][2860/3757] lr: 1.000e-02, eta: 7 days, 1:15:21, time: 1.887, data_time: 0.012, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6969, loss_cls: 2.4735, loss: 2.4735, grad_norm: 5.7021 2020-07-25 23:45:51,634 - mmaction - INFO - Epoch [11][2880/3757] lr: 1.000e-02, eta: 7 days, 1:14:17, time: 1.652, data_time: 0.007, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7141, loss_cls: 2.3659, loss: 2.3659, grad_norm: 5.5755 2020-07-25 23:46:27,224 - mmaction - INFO - Epoch [11][2900/3757] lr: 1.000e-02, eta: 7 days, 1:13:35, time: 1.783, data_time: 0.008, memory: 5170, top1_acc: 0.4555, top5_acc: 0.6937, loss_cls: 2.3790, loss: 2.3790, grad_norm: 5.3359 2020-07-25 23:47:03,780 - mmaction - INFO - Epoch [11][2920/3757] lr: 1.000e-02, eta: 7 days, 1:12:59, time: 1.822, data_time: 0.009, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7297, loss_cls: 2.3169, loss: 2.3169, grad_norm: 5.4983 2020-07-25 23:47:37,273 - mmaction - INFO - Epoch [11][2940/3757] lr: 1.000e-02, eta: 7 days, 1:12:00, time: 1.681, data_time: 0.010, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6992, loss_cls: 2.3824, loss: 2.3824, grad_norm: 5.5845 2020-07-25 23:48:11,492 - mmaction - INFO - Epoch [11][2960/3757] lr: 1.000e-02, eta: 7 days, 1:11:06, time: 1.706, data_time: 0.183, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7078, loss_cls: 2.3445, loss: 2.3445, grad_norm: 5.5994 2020-07-25 23:48:48,506 - mmaction - INFO - Epoch [11][2980/3757] lr: 1.000e-02, eta: 7 days, 1:10:36, time: 1.856, data_time: 0.456, memory: 5170, top1_acc: 0.4594, top5_acc: 0.6961, loss_cls: 2.3912, loss: 2.3912, grad_norm: 5.5700 2020-07-25 23:49:24,073 - mmaction - INFO - Epoch [11][3000/3757] lr: 1.000e-02, eta: 7 days, 1:09:52, time: 1.773, data_time: 0.427, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.4309, loss: 2.4309, grad_norm: 5.7557 2020-07-25 23:50:00,062 - mmaction - INFO - Epoch [11][3020/3757] lr: 1.000e-02, eta: 7 days, 1:09:14, time: 1.804, data_time: 0.042, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7195, loss_cls: 2.3139, loss: 2.3139, grad_norm: 5.4420 2020-07-25 23:50:34,682 - mmaction - INFO - Epoch [11][3040/3757] lr: 1.000e-02, eta: 7 days, 1:08:23, time: 1.729, data_time: 0.080, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6875, loss_cls: 2.4651, loss: 2.4651, grad_norm: 5.4607 2020-07-25 23:51:11,144 - mmaction - INFO - Epoch [11][3060/3757] lr: 1.000e-02, eta: 7 days, 1:07:48, time: 1.824, data_time: 0.004, memory: 5170, top1_acc: 0.4297, top5_acc: 0.7000, loss_cls: 2.4334, loss: 2.4334, grad_norm: 5.6432 2020-07-25 23:51:42,290 - mmaction - INFO - Epoch [11][3080/3757] lr: 1.000e-02, eta: 7 days, 1:06:28, time: 1.556, data_time: 0.063, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7078, loss_cls: 2.3764, loss: 2.3764, grad_norm: 5.4528 2020-07-25 23:52:15,340 - mmaction - INFO - Epoch [11][3100/3757] lr: 1.000e-02, eta: 7 days, 1:05:25, time: 1.654, data_time: 0.004, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7156, loss_cls: 2.3406, loss: 2.3406, grad_norm: 5.5500 2020-07-25 23:52:54,306 - mmaction - INFO - Epoch [11][3120/3757] lr: 1.000e-02, eta: 7 days, 1:05:10, time: 1.946, data_time: 0.007, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7047, loss_cls: 2.3787, loss: 2.3787, grad_norm: 5.2313 2020-07-25 23:53:31,713 - mmaction - INFO - Epoch [11][3140/3757] lr: 1.000e-02, eta: 7 days, 1:04:43, time: 1.873, data_time: 0.005, memory: 5170, top1_acc: 0.4648, top5_acc: 0.6969, loss_cls: 2.3975, loss: 2.3975, grad_norm: 5.5283 2020-07-25 23:54:06,910 - mmaction - INFO - Epoch [11][3160/3757] lr: 1.000e-02, eta: 7 days, 1:03:56, time: 1.752, data_time: 0.007, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7109, loss_cls: 2.3946, loss: 2.3946, grad_norm: 5.5444 2020-07-25 23:54:41,126 - mmaction - INFO - Epoch [11][3180/3757] lr: 1.000e-02, eta: 7 days, 1:03:03, time: 1.718, data_time: 0.010, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.3701, loss: 2.3701, grad_norm: 5.5313 2020-07-25 23:55:17,415 - mmaction - INFO - Epoch [11][3200/3757] lr: 1.000e-02, eta: 7 days, 1:02:25, time: 1.808, data_time: 0.008, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7211, loss_cls: 2.3201, loss: 2.3201, grad_norm: 5.4694 2020-07-25 23:55:49,382 - mmaction - INFO - Epoch [11][3220/3757] lr: 1.000e-02, eta: 7 days, 1:01:14, time: 1.603, data_time: 0.010, memory: 5170, top1_acc: 0.4359, top5_acc: 0.7047, loss_cls: 2.4431, loss: 2.4431, grad_norm: 5.5944 2020-07-25 23:56:24,760 - mmaction - INFO - Epoch [11][3240/3757] lr: 1.000e-02, eta: 7 days, 1:00:29, time: 1.765, data_time: 0.019, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4299, loss: 2.4299, grad_norm: 5.3400 2020-07-25 23:57:00,868 - mmaction - INFO - Epoch [11][3260/3757] lr: 1.000e-02, eta: 7 days, 0:59:52, time: 1.812, data_time: 0.210, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6930, loss_cls: 2.4561, loss: 2.4561, grad_norm: 5.3830 2020-07-25 23:57:37,377 - mmaction - INFO - Epoch [11][3280/3757] lr: 1.000e-02, eta: 7 days, 0:59:15, time: 1.814, data_time: 0.063, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7125, loss_cls: 2.3358, loss: 2.3358, grad_norm: 5.2708 2020-07-25 23:58:10,762 - mmaction - INFO - Epoch [11][3300/3757] lr: 1.000e-02, eta: 7 days, 0:58:16, time: 1.678, data_time: 0.014, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7000, loss_cls: 2.4407, loss: 2.4407, grad_norm: 5.5313 2020-07-25 23:58:45,689 - mmaction - INFO - Epoch [11][3320/3757] lr: 1.000e-02, eta: 7 days, 0:57:27, time: 1.742, data_time: 0.010, memory: 5170, top1_acc: 0.4586, top5_acc: 0.6961, loss_cls: 2.4059, loss: 2.4059, grad_norm: 5.3908 2020-07-25 23:59:18,824 - mmaction - INFO - Epoch [11][3340/3757] lr: 1.000e-02, eta: 7 days, 0:56:26, time: 1.662, data_time: 0.009, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7172, loss_cls: 2.3268, loss: 2.3268, grad_norm: 5.3948 2020-07-25 23:59:54,708 - mmaction - INFO - Epoch [11][3360/3757] lr: 1.000e-02, eta: 7 days, 0:55:45, time: 1.789, data_time: 0.085, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7008, loss_cls: 2.4538, loss: 2.4538, grad_norm: 5.4354 2020-07-26 00:00:31,130 - mmaction - INFO - Epoch [11][3380/3757] lr: 1.000e-02, eta: 7 days, 0:55:08, time: 1.813, data_time: 0.337, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7172, loss_cls: 2.3311, loss: 2.3311, grad_norm: 5.3672 2020-07-26 00:01:03,626 - mmaction - INFO - Epoch [11][3400/3757] lr: 1.000e-02, eta: 7 days, 0:54:03, time: 1.638, data_time: 0.160, memory: 5170, top1_acc: 0.4586, top5_acc: 0.6789, loss_cls: 2.4554, loss: 2.4554, grad_norm: 5.5994 2020-07-26 00:01:40,231 - mmaction - INFO - Epoch [11][3420/3757] lr: 1.000e-02, eta: 7 days, 0:53:29, time: 1.832, data_time: 0.021, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7156, loss_cls: 2.3621, loss: 2.3621, grad_norm: 5.5007 2020-07-26 00:02:16,614 - mmaction - INFO - Epoch [11][3440/3757] lr: 1.000e-02, eta: 7 days, 0:52:52, time: 1.813, data_time: 0.002, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7055, loss_cls: 2.3665, loss: 2.3665, grad_norm: 5.4674 2020-07-26 00:02:49,656 - mmaction - INFO - Epoch [11][3460/3757] lr: 1.000e-02, eta: 7 days, 0:51:50, time: 1.658, data_time: 0.008, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7039, loss_cls: 2.4314, loss: 2.4314, grad_norm: 5.5682 2020-07-26 00:03:26,900 - mmaction - INFO - Epoch [11][3480/3757] lr: 1.000e-02, eta: 7 days, 0:51:20, time: 1.856, data_time: 0.008, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7070, loss_cls: 2.3000, loss: 2.3000, grad_norm: 5.4356 2020-07-26 00:04:00,687 - mmaction - INFO - Epoch [11][3500/3757] lr: 1.000e-02, eta: 7 days, 0:50:24, time: 1.696, data_time: 0.029, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6969, loss_cls: 2.4428, loss: 2.4428, grad_norm: 5.6561 2020-07-26 00:04:35,710 - mmaction - INFO - Epoch [11][3520/3757] lr: 1.000e-02, eta: 7 days, 0:49:35, time: 1.742, data_time: 0.007, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7070, loss_cls: 2.3984, loss: 2.3984, grad_norm: 5.5976 2020-07-26 00:05:11,026 - mmaction - INFO - Epoch [11][3540/3757] lr: 1.000e-02, eta: 7 days, 0:48:52, time: 1.774, data_time: 0.035, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7094, loss_cls: 2.3402, loss: 2.3402, grad_norm: 5.5298 2020-07-26 00:05:46,273 - mmaction - INFO - Epoch [11][3560/3757] lr: 1.000e-02, eta: 7 days, 0:48:07, time: 1.763, data_time: 0.003, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6984, loss_cls: 2.4113, loss: 2.4113, grad_norm: 5.6718 2020-07-26 00:06:20,032 - mmaction - INFO - Epoch [11][3580/3757] lr: 1.000e-02, eta: 7 days, 0:47:10, time: 1.689, data_time: 0.009, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7148, loss_cls: 2.2996, loss: 2.2996, grad_norm: 5.4901 2020-07-26 00:06:57,345 - mmaction - INFO - Epoch [11][3600/3757] lr: 1.000e-02, eta: 7 days, 0:46:41, time: 1.860, data_time: 0.008, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6945, loss_cls: 2.4662, loss: 2.4662, grad_norm: 5.6078 2020-07-26 00:07:30,465 - mmaction - INFO - Epoch [11][3620/3757] lr: 1.000e-02, eta: 7 days, 0:45:39, time: 1.660, data_time: 0.010, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6969, loss_cls: 2.3689, loss: 2.3689, grad_norm: 5.6105 2020-07-26 00:08:02,563 - mmaction - INFO - Epoch [11][3640/3757] lr: 1.000e-02, eta: 7 days, 0:44:27, time: 1.599, data_time: 0.072, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7094, loss_cls: 2.2837, loss: 2.2837, grad_norm: 5.4863 2020-07-26 00:08:37,474 - mmaction - INFO - Epoch [11][3660/3757] lr: 1.000e-02, eta: 7 days, 0:43:41, time: 1.752, data_time: 0.061, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7180, loss_cls: 2.3387, loss: 2.3387, grad_norm: 5.3409 2020-07-26 00:09:14,639 - mmaction - INFO - Epoch [11][3680/3757] lr: 1.000e-02, eta: 7 days, 0:43:10, time: 1.848, data_time: 0.435, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7297, loss_cls: 2.2782, loss: 2.2782, grad_norm: 5.3572 2020-07-26 00:09:50,202 - mmaction - INFO - Epoch [11][3700/3757] lr: 1.000e-02, eta: 7 days, 0:42:29, time: 1.788, data_time: 0.898, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7016, loss_cls: 2.3524, loss: 2.3524, grad_norm: 5.5718 2020-07-26 00:10:21,710 - mmaction - INFO - Epoch [11][3720/3757] lr: 1.000e-02, eta: 7 days, 0:41:13, time: 1.573, data_time: 0.144, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.2825, loss: 2.2825, grad_norm: 5.4505 2020-07-26 00:11:00,597 - mmaction - INFO - Epoch [11][3740/3757] lr: 1.000e-02, eta: 7 days, 0:40:57, time: 1.941, data_time: 0.160, memory: 5170, top1_acc: 0.4672, top5_acc: 0.6945, loss_cls: 2.3778, loss: 2.3778, grad_norm: 5.5938 2020-07-26 00:11:23,416 - mmaction - INFO - Saving checkpoint at 11 epochs 2020-07-26 00:12:15,119 - mmaction - INFO - Epoch [12][20/3757] lr: 1.000e-02, eta: 7 days, 0:37:34, time: 2.520, data_time: 1.264, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7086, loss_cls: 2.3380, loss: 2.3380, grad_norm: 5.6442 2020-07-26 00:12:50,712 - mmaction - INFO - Epoch [12][40/3757] lr: 1.000e-02, eta: 7 days, 0:36:52, time: 1.781, data_time: 0.142, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6898, loss_cls: 2.3948, loss: 2.3948, grad_norm: 5.6085 2020-07-26 00:13:25,472 - mmaction - INFO - Epoch [12][60/3757] lr: 1.000e-02, eta: 7 days, 0:36:02, time: 1.732, data_time: 0.003, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7086, loss_cls: 2.3858, loss: 2.3858, grad_norm: 5.4133 2020-07-26 00:14:00,100 - mmaction - INFO - Epoch [12][80/3757] lr: 1.000e-02, eta: 7 days, 0:35:13, time: 1.739, data_time: 0.083, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7164, loss_cls: 2.3536, loss: 2.3536, grad_norm: 5.4963 2020-07-26 00:14:34,781 - mmaction - INFO - Epoch [12][100/3757] lr: 1.000e-02, eta: 7 days, 0:34:22, time: 1.725, data_time: 0.088, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.3200, loss: 2.3200, grad_norm: 5.3860 2020-07-26 00:15:13,345 - mmaction - INFO - Epoch [12][120/3757] lr: 1.000e-02, eta: 7 days, 0:34:05, time: 1.930, data_time: 0.215, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7297, loss_cls: 2.2545, loss: 2.2545, grad_norm: 5.5154 2020-07-26 00:15:45,420 - mmaction - INFO - Epoch [12][140/3757] lr: 1.000e-02, eta: 7 days, 0:32:55, time: 1.610, data_time: 0.120, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7219, loss_cls: 2.2789, loss: 2.2789, grad_norm: 5.5546 2020-07-26 00:16:20,721 - mmaction - INFO - Epoch [12][160/3757] lr: 1.000e-02, eta: 7 days, 0:32:10, time: 1.762, data_time: 0.041, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7109, loss_cls: 2.2965, loss: 2.2965, grad_norm: 5.5983 2020-07-26 00:16:57,050 - mmaction - INFO - Epoch [12][180/3757] lr: 1.000e-02, eta: 7 days, 0:31:35, time: 1.820, data_time: 0.012, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7148, loss_cls: 2.3204, loss: 2.3204, grad_norm: 5.5280 2020-07-26 00:17:32,738 - mmaction - INFO - Epoch [12][200/3757] lr: 1.000e-02, eta: 7 days, 0:30:52, time: 1.777, data_time: 0.008, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3894, loss: 2.3894, grad_norm: 5.5736 2020-07-26 00:18:08,044 - mmaction - INFO - Epoch [12][220/3757] lr: 1.000e-02, eta: 7 days, 0:30:09, time: 1.772, data_time: 0.010, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7219, loss_cls: 2.3001, loss: 2.3001, grad_norm: 5.4745 2020-07-26 00:18:42,031 - mmaction - INFO - Epoch [12][240/3757] lr: 1.000e-02, eta: 7 days, 0:29:14, time: 1.698, data_time: 0.003, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7031, loss_cls: 2.4084, loss: 2.4084, grad_norm: 5.5018 2020-07-26 00:19:17,705 - mmaction - INFO - Epoch [12][260/3757] lr: 1.000e-02, eta: 7 days, 0:28:31, time: 1.777, data_time: 0.010, memory: 5170, top1_acc: 0.4641, top5_acc: 0.6977, loss_cls: 2.3901, loss: 2.3901, grad_norm: 5.6798 2020-07-26 00:19:49,375 - mmaction - INFO - Epoch [12][280/3757] lr: 1.000e-02, eta: 7 days, 0:27:19, time: 1.590, data_time: 0.011, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7188, loss_cls: 2.2662, loss: 2.2662, grad_norm: 5.3007 2020-07-26 00:20:25,573 - mmaction - INFO - Epoch [12][300/3757] lr: 1.000e-02, eta: 7 days, 0:26:41, time: 1.807, data_time: 0.092, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7133, loss_cls: 2.3131, loss: 2.3131, grad_norm: 5.4932 2020-07-26 00:21:00,249 - mmaction - INFO - Epoch [12][320/3757] lr: 1.000e-02, eta: 7 days, 0:25:52, time: 1.738, data_time: 0.151, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7141, loss_cls: 2.2758, loss: 2.2758, grad_norm: 5.4778 2020-07-26 00:21:34,964 - mmaction - INFO - Epoch [12][340/3757] lr: 1.000e-02, eta: 7 days, 0:25:02, time: 1.728, data_time: 0.084, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7133, loss_cls: 2.3095, loss: 2.3095, grad_norm: 5.5630 2020-07-26 00:22:09,132 - mmaction - INFO - Epoch [12][360/3757] lr: 1.000e-02, eta: 7 days, 0:24:10, time: 1.715, data_time: 0.188, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7188, loss_cls: 2.2479, loss: 2.2479, grad_norm: 5.5184 2020-07-26 00:22:44,206 - mmaction - INFO - Epoch [12][380/3757] lr: 1.000e-02, eta: 7 days, 0:23:24, time: 1.754, data_time: 0.043, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7211, loss_cls: 2.3447, loss: 2.3447, grad_norm: 5.5427 2020-07-26 00:23:19,952 - mmaction - INFO - Epoch [12][400/3757] lr: 1.000e-02, eta: 7 days, 0:22:43, time: 1.788, data_time: 0.221, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6961, loss_cls: 2.4325, loss: 2.4325, grad_norm: 5.6216 2020-07-26 00:23:55,448 - mmaction - INFO - Epoch [12][420/3757] lr: 1.000e-02, eta: 7 days, 0:22:00, time: 1.775, data_time: 0.640, memory: 5170, top1_acc: 0.4594, top5_acc: 0.6945, loss_cls: 2.4137, loss: 2.4137, grad_norm: 5.4832 2020-07-26 00:24:27,679 - mmaction - INFO - Epoch [12][440/3757] lr: 1.000e-02, eta: 7 days, 0:20:51, time: 1.608, data_time: 0.802, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7000, loss_cls: 2.3617, loss: 2.3617, grad_norm: 5.4767 2020-07-26 00:25:05,154 - mmaction - INFO - Epoch [12][460/3757] lr: 1.000e-02, eta: 7 days, 0:20:24, time: 1.876, data_time: 0.189, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7297, loss_cls: 2.2370, loss: 2.2370, grad_norm: 5.3106 2020-07-26 00:25:38,244 - mmaction - INFO - Epoch [12][480/3757] lr: 1.000e-02, eta: 7 days, 0:19:22, time: 1.655, data_time: 0.004, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7070, loss_cls: 2.3433, loss: 2.3433, grad_norm: 5.4280 2020-07-26 00:26:14,102 - mmaction - INFO - Epoch [12][500/3757] lr: 1.000e-02, eta: 7 days, 0:18:43, time: 1.794, data_time: 0.045, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.3234, loss: 2.3234, grad_norm: 5.5026 2020-07-26 00:26:47,278 - mmaction - INFO - Epoch [12][520/3757] lr: 1.000e-02, eta: 7 days, 0:17:42, time: 1.660, data_time: 0.009, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6953, loss_cls: 2.4247, loss: 2.4247, grad_norm: 5.5873 2020-07-26 00:27:21,760 - mmaction - INFO - Epoch [12][540/3757] lr: 1.000e-02, eta: 7 days, 0:16:50, time: 1.720, data_time: 0.341, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7117, loss_cls: 2.3723, loss: 2.3723, grad_norm: 5.5031 2020-07-26 00:27:58,732 - mmaction - INFO - Epoch [12][560/3757] lr: 1.000e-02, eta: 7 days, 0:16:20, time: 1.851, data_time: 1.038, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.4229, loss: 2.4229, grad_norm: 5.5389 2020-07-26 00:28:33,652 - mmaction - INFO - Epoch [12][580/3757] lr: 1.000e-02, eta: 7 days, 0:15:31, time: 1.739, data_time: 0.885, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.3896, loss: 2.3896, grad_norm: 5.5582 2020-07-26 00:29:08,507 - mmaction - INFO - Epoch [12][600/3757] lr: 1.000e-02, eta: 7 days, 0:14:44, time: 1.746, data_time: 0.885, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7211, loss_cls: 2.3456, loss: 2.3456, grad_norm: 5.6391 2020-07-26 00:29:42,721 - mmaction - INFO - Epoch [12][620/3757] lr: 1.000e-02, eta: 7 days, 0:13:52, time: 1.713, data_time: 1.041, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7188, loss_cls: 2.3051, loss: 2.3051, grad_norm: 5.5305 2020-07-26 00:30:22,375 - mmaction - INFO - Epoch [12][640/3757] lr: 1.000e-02, eta: 7 days, 0:13:42, time: 1.983, data_time: 0.311, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7211, loss_cls: 2.2987, loss: 2.2987, grad_norm: 5.3816 2020-07-26 00:30:54,209 - mmaction - INFO - Epoch [12][660/3757] lr: 1.000e-02, eta: 7 days, 0:12:31, time: 1.593, data_time: 0.006, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6984, loss_cls: 2.4169, loss: 2.4169, grad_norm: 5.5554 2020-07-26 00:31:29,851 - mmaction - INFO - Epoch [12][680/3757] lr: 1.000e-02, eta: 7 days, 0:11:48, time: 1.777, data_time: 0.008, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6914, loss_cls: 2.4332, loss: 2.4332, grad_norm: 5.6328 2020-07-26 00:32:06,224 - mmaction - INFO - Epoch [12][700/3757] lr: 1.000e-02, eta: 7 days, 0:11:13, time: 1.819, data_time: 0.009, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7258, loss_cls: 2.3288, loss: 2.3288, grad_norm: 5.5914 2020-07-26 00:32:37,378 - mmaction - INFO - Epoch [12][720/3757] lr: 1.000e-02, eta: 7 days, 0:09:56, time: 1.557, data_time: 0.009, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7008, loss_cls: 2.3291, loss: 2.3291, grad_norm: 5.4248 2020-07-26 00:33:14,242 - mmaction - INFO - Epoch [12][740/3757] lr: 1.000e-02, eta: 7 days, 0:09:24, time: 1.844, data_time: 0.489, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6984, loss_cls: 2.4497, loss: 2.4497, grad_norm: 5.6609 2020-07-26 00:33:50,010 - mmaction - INFO - Epoch [12][760/3757] lr: 1.000e-02, eta: 7 days, 0:08:43, time: 1.786, data_time: 0.018, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7195, loss_cls: 2.3811, loss: 2.3811, grad_norm: 5.5644 2020-07-26 00:34:25,978 - mmaction - INFO - Epoch [12][780/3757] lr: 1.000e-02, eta: 7 days, 0:08:06, time: 1.807, data_time: 0.011, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7016, loss_cls: 2.4239, loss: 2.4239, grad_norm: 5.6013 2020-07-26 00:34:59,557 - mmaction - INFO - Epoch [12][800/3757] lr: 1.000e-02, eta: 7 days, 0:07:07, time: 1.670, data_time: 0.026, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.3072, loss: 2.3072, grad_norm: 5.3246 2020-07-26 00:35:37,392 - mmaction - INFO - Epoch [12][820/3757] lr: 1.000e-02, eta: 7 days, 0:06:44, time: 1.900, data_time: 0.173, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7156, loss_cls: 2.3755, loss: 2.3755, grad_norm: 5.5228 2020-07-26 00:36:09,712 - mmaction - INFO - Epoch [12][840/3757] lr: 1.000e-02, eta: 7 days, 0:05:36, time: 1.613, data_time: 0.380, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7156, loss_cls: 2.3524, loss: 2.3524, grad_norm: 5.5793 2020-07-26 00:36:45,698 - mmaction - INFO - Epoch [12][860/3757] lr: 1.000e-02, eta: 7 days, 0:04:57, time: 1.802, data_time: 0.034, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7430, loss_cls: 2.2432, loss: 2.2432, grad_norm: 5.3761 2020-07-26 00:37:20,116 - mmaction - INFO - Epoch [12][880/3757] lr: 1.000e-02, eta: 7 days, 0:04:06, time: 1.716, data_time: 0.008, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7023, loss_cls: 2.3560, loss: 2.3560, grad_norm: 5.7349 2020-07-26 00:37:55,173 - mmaction - INFO - Epoch [12][900/3757] lr: 1.000e-02, eta: 7 days, 0:03:20, time: 1.755, data_time: 0.010, memory: 5170, top1_acc: 0.4625, top5_acc: 0.6773, loss_cls: 2.4039, loss: 2.4039, grad_norm: 5.5016 2020-07-26 00:38:29,080 - mmaction - INFO - Epoch [12][920/3757] lr: 1.000e-02, eta: 7 days, 0:02:25, time: 1.697, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.1884, loss: 2.1884, grad_norm: 5.4741 2020-07-26 00:39:06,582 - mmaction - INFO - Epoch [12][940/3757] lr: 1.000e-02, eta: 7 days, 0:01:58, time: 1.872, data_time: 0.009, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3571, loss: 2.3571, grad_norm: 5.5569 2020-07-26 00:39:41,925 - mmaction - INFO - Epoch [12][960/3757] lr: 1.000e-02, eta: 7 days, 0:01:15, time: 1.771, data_time: 0.010, memory: 5170, top1_acc: 0.4602, top5_acc: 0.6914, loss_cls: 2.3923, loss: 2.3923, grad_norm: 5.5760 2020-07-26 00:40:16,844 - mmaction - INFO - Epoch [12][980/3757] lr: 1.000e-02, eta: 7 days, 0:00:27, time: 1.742, data_time: 0.009, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7031, loss_cls: 2.3426, loss: 2.3426, grad_norm: 5.6919 2020-07-26 00:40:51,539 - mmaction - INFO - Epoch [12][1000/3757] lr: 1.000e-02, eta: 6 days, 23:59:39, time: 1.738, data_time: 0.093, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6914, loss_cls: 2.4469, loss: 2.4469, grad_norm: 5.6337 2020-07-26 00:41:29,554 - mmaction - INFO - Epoch [12][1020/3757] lr: 1.000e-02, eta: 6 days, 23:59:17, time: 1.901, data_time: 0.033, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7391, loss_cls: 2.2534, loss: 2.2534, grad_norm: 5.4532 2020-07-26 00:42:04,126 - mmaction - INFO - Epoch [12][1040/3757] lr: 1.000e-02, eta: 6 days, 23:58:27, time: 1.728, data_time: 0.002, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7234, loss_cls: 2.2919, loss: 2.2919, grad_norm: 5.5388 2020-07-26 00:42:39,234 - mmaction - INFO - Epoch [12][1060/3757] lr: 1.000e-02, eta: 6 days, 23:57:41, time: 1.753, data_time: 0.006, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7141, loss_cls: 2.3594, loss: 2.3594, grad_norm: 5.5395 2020-07-26 00:43:12,717 - mmaction - INFO - Epoch [12][1080/3757] lr: 1.000e-02, eta: 6 days, 23:56:43, time: 1.675, data_time: 0.010, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6859, loss_cls: 2.4993, loss: 2.4993, grad_norm: 5.5806 2020-07-26 00:43:46,544 - mmaction - INFO - Epoch [12][1100/3757] lr: 1.000e-02, eta: 6 days, 23:55:48, time: 1.695, data_time: 0.005, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7305, loss_cls: 2.2689, loss: 2.2689, grad_norm: 5.3971 2020-07-26 00:44:24,911 - mmaction - INFO - Epoch [12][1120/3757] lr: 1.000e-02, eta: 6 days, 23:55:26, time: 1.909, data_time: 0.008, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7156, loss_cls: 2.3631, loss: 2.3631, grad_norm: 5.5369 2020-07-26 00:44:55,224 - mmaction - INFO - Epoch [12][1140/3757] lr: 1.000e-02, eta: 6 days, 23:54:04, time: 1.523, data_time: 0.011, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7164, loss_cls: 2.3376, loss: 2.3376, grad_norm: 5.4792 2020-07-26 00:45:32,993 - mmaction - INFO - Epoch [12][1160/3757] lr: 1.000e-02, eta: 6 days, 23:53:39, time: 1.886, data_time: 0.008, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7109, loss_cls: 2.3003, loss: 2.3003, grad_norm: 5.4687 2020-07-26 00:46:09,777 - mmaction - INFO - Epoch [12][1180/3757] lr: 1.000e-02, eta: 6 days, 23:53:07, time: 1.840, data_time: 0.009, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7148, loss_cls: 2.2961, loss: 2.2961, grad_norm: 5.6219 2020-07-26 00:46:41,933 - mmaction - INFO - Epoch [12][1200/3757] lr: 1.000e-02, eta: 6 days, 23:51:59, time: 1.610, data_time: 0.005, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7156, loss_cls: 2.3378, loss: 2.3378, grad_norm: 5.5749 2020-07-26 00:47:20,267 - mmaction - INFO - Epoch [12][1220/3757] lr: 1.000e-02, eta: 6 days, 23:51:39, time: 1.916, data_time: 0.007, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7211, loss_cls: 2.3367, loss: 2.3367, grad_norm: 5.6009 2020-07-26 00:47:55,812 - mmaction - INFO - Epoch [12][1240/3757] lr: 1.000e-02, eta: 6 days, 23:50:56, time: 1.774, data_time: 0.003, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7070, loss_cls: 2.3751, loss: 2.3751, grad_norm: 5.5221 2020-07-26 00:48:32,101 - mmaction - INFO - Epoch [12][1260/3757] lr: 1.000e-02, eta: 6 days, 23:50:20, time: 1.812, data_time: 0.011, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7211, loss_cls: 2.3276, loss: 2.3276, grad_norm: 5.5783 2020-07-26 00:49:06,325 - mmaction - INFO - Epoch [12][1280/3757] lr: 1.000e-02, eta: 6 days, 23:49:28, time: 1.717, data_time: 0.008, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6914, loss_cls: 2.4676, loss: 2.4676, grad_norm: 5.8019 2020-07-26 00:49:37,114 - mmaction - INFO - Epoch [12][1300/3757] lr: 1.000e-02, eta: 6 days, 23:48:08, time: 1.534, data_time: 0.007, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7047, loss_cls: 2.3795, loss: 2.3795, grad_norm: 5.5548 2020-07-26 00:50:16,408 - mmaction - INFO - Epoch [12][1320/3757] lr: 1.000e-02, eta: 6 days, 23:47:56, time: 1.967, data_time: 0.010, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7039, loss_cls: 2.3370, loss: 2.3370, grad_norm: 5.5659 2020-07-26 00:50:50,285 - mmaction - INFO - Epoch [12][1340/3757] lr: 1.000e-02, eta: 6 days, 23:47:01, time: 1.697, data_time: 0.073, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7156, loss_cls: 2.3322, loss: 2.3322, grad_norm: 5.5817 2020-07-26 00:51:23,219 - mmaction - INFO - Epoch [12][1360/3757] lr: 1.000e-02, eta: 6 days, 23:45:58, time: 1.643, data_time: 0.140, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7211, loss_cls: 2.2821, loss: 2.2821, grad_norm: 5.5159 2020-07-26 00:51:59,398 - mmaction - INFO - Epoch [12][1380/3757] lr: 1.000e-02, eta: 6 days, 23:45:22, time: 1.810, data_time: 0.172, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7203, loss_cls: 2.2928, loss: 2.2928, grad_norm: 5.4562 2020-07-26 00:52:33,427 - mmaction - INFO - Epoch [12][1400/3757] lr: 1.000e-02, eta: 6 days, 23:44:28, time: 1.704, data_time: 0.306, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7148, loss_cls: 2.3505, loss: 2.3505, grad_norm: 5.5607 2020-07-26 00:53:07,764 - mmaction - INFO - Epoch [12][1420/3757] lr: 1.000e-02, eta: 6 days, 23:43:37, time: 1.716, data_time: 0.223, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7109, loss_cls: 2.3416, loss: 2.3416, grad_norm: 5.5072 2020-07-26 00:53:41,211 - mmaction - INFO - Epoch [12][1440/3757] lr: 1.000e-02, eta: 6 days, 23:42:38, time: 1.671, data_time: 0.003, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7117, loss_cls: 2.3444, loss: 2.3444, grad_norm: 5.6379 2020-07-26 00:54:17,667 - mmaction - INFO - Epoch [12][1460/3757] lr: 1.000e-02, eta: 6 days, 23:42:03, time: 1.816, data_time: 0.011, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7031, loss_cls: 2.4229, loss: 2.4229, grad_norm: 5.5502 2020-07-26 00:54:51,465 - mmaction - INFO - Epoch [12][1480/3757] lr: 1.000e-02, eta: 6 days, 23:41:08, time: 1.698, data_time: 0.012, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7320, loss_cls: 2.2916, loss: 2.2916, grad_norm: 5.3530 2020-07-26 00:55:25,303 - mmaction - INFO - Epoch [12][1500/3757] lr: 1.000e-02, eta: 6 days, 23:40:12, time: 1.684, data_time: 0.097, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7039, loss_cls: 2.3984, loss: 2.3984, grad_norm: 5.7197 2020-07-26 00:56:00,389 - mmaction - INFO - Epoch [12][1520/3757] lr: 1.000e-02, eta: 6 days, 23:39:28, time: 1.762, data_time: 0.134, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7312, loss_cls: 2.3081, loss: 2.3081, grad_norm: 5.3681 2020-07-26 00:56:37,099 - mmaction - INFO - Epoch [12][1540/3757] lr: 1.000e-02, eta: 6 days, 23:38:54, time: 1.829, data_time: 0.396, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7289, loss_cls: 2.2687, loss: 2.2687, grad_norm: 5.3301 2020-07-26 00:57:10,044 - mmaction - INFO - Epoch [12][1560/3757] lr: 1.000e-02, eta: 6 days, 23:37:53, time: 1.654, data_time: 0.648, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7148, loss_cls: 2.3453, loss: 2.3453, grad_norm: 5.5666 2020-07-26 00:57:46,779 - mmaction - INFO - Epoch [12][1580/3757] lr: 1.000e-02, eta: 6 days, 23:37:20, time: 1.835, data_time: 0.017, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6867, loss_cls: 2.4694, loss: 2.4694, grad_norm: 5.5064 2020-07-26 00:58:23,498 - mmaction - INFO - Epoch [12][1600/3757] lr: 1.000e-02, eta: 6 days, 23:36:47, time: 1.837, data_time: 0.005, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7117, loss_cls: 2.3792, loss: 2.3792, grad_norm: 5.3538 2020-07-26 00:58:55,518 - mmaction - INFO - Epoch [12][1620/3757] lr: 1.000e-02, eta: 6 days, 23:35:38, time: 1.600, data_time: 0.313, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7109, loss_cls: 2.3723, loss: 2.3723, grad_norm: 5.4630 2020-07-26 00:59:30,760 - mmaction - INFO - Epoch [12][1640/3757] lr: 1.000e-02, eta: 6 days, 23:34:54, time: 1.764, data_time: 1.046, memory: 5170, top1_acc: 0.4680, top5_acc: 0.6984, loss_cls: 2.3913, loss: 2.3913, grad_norm: 5.6107 2020-07-26 01:00:04,335 - mmaction - INFO - Epoch [12][1660/3757] lr: 1.000e-02, eta: 6 days, 23:33:55, time: 1.668, data_time: 0.119, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7008, loss_cls: 2.3908, loss: 2.3908, grad_norm: 5.5955 2020-07-26 01:00:42,271 - mmaction - INFO - Epoch [12][1680/3757] lr: 1.000e-02, eta: 6 days, 23:33:31, time: 1.891, data_time: 0.188, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7180, loss_cls: 2.3272, loss: 2.3272, grad_norm: 5.4759 2020-07-26 01:01:16,831 - mmaction - INFO - Epoch [12][1700/3757] lr: 1.000e-02, eta: 6 days, 23:32:43, time: 1.736, data_time: 0.643, memory: 5170, top1_acc: 0.4586, top5_acc: 0.6930, loss_cls: 2.4183, loss: 2.4183, grad_norm: 5.4492 2020-07-26 01:01:52,106 - mmaction - INFO - Epoch [12][1720/3757] lr: 1.000e-02, eta: 6 days, 23:32:00, time: 1.771, data_time: 0.490, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7242, loss_cls: 2.3139, loss: 2.3139, grad_norm: 5.4576 2020-07-26 01:02:30,005 - mmaction - INFO - Epoch [12][1740/3757] lr: 1.000e-02, eta: 6 days, 23:31:36, time: 1.891, data_time: 1.143, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7000, loss_cls: 2.3654, loss: 2.3654, grad_norm: 5.4457 2020-07-26 01:03:03,632 - mmaction - INFO - Epoch [12][1760/3757] lr: 1.000e-02, eta: 6 days, 23:30:40, time: 1.682, data_time: 0.489, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6828, loss_cls: 2.4909, loss: 2.4909, grad_norm: 5.4111 2020-07-26 01:03:40,865 - mmaction - INFO - Epoch [12][1780/3757] lr: 1.000e-02, eta: 6 days, 23:30:12, time: 1.867, data_time: 0.008, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7063, loss_cls: 2.3612, loss: 2.3612, grad_norm: 5.4071 2020-07-26 01:04:13,468 - mmaction - INFO - Epoch [12][1800/3757] lr: 1.000e-02, eta: 6 days, 23:29:06, time: 1.623, data_time: 0.008, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7102, loss_cls: 2.3914, loss: 2.3914, grad_norm: 5.5098 2020-07-26 01:04:51,432 - mmaction - INFO - Epoch [12][1820/3757] lr: 1.000e-02, eta: 6 days, 23:28:44, time: 1.906, data_time: 0.022, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7172, loss_cls: 2.2507, loss: 2.2507, grad_norm: 5.3622 2020-07-26 01:05:25,342 - mmaction - INFO - Epoch [12][1840/3757] lr: 1.000e-02, eta: 6 days, 23:27:50, time: 1.695, data_time: 0.008, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7266, loss_cls: 2.2580, loss: 2.2580, grad_norm: 5.4264 2020-07-26 01:06:00,877 - mmaction - INFO - Epoch [12][1860/3757] lr: 1.000e-02, eta: 6 days, 23:27:08, time: 1.777, data_time: 0.004, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7094, loss_cls: 2.3423, loss: 2.3423, grad_norm: 5.6462 2020-07-26 01:06:36,314 - mmaction - INFO - Epoch [12][1880/3757] lr: 1.000e-02, eta: 6 days, 23:26:25, time: 1.768, data_time: 0.044, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6875, loss_cls: 2.4327, loss: 2.4327, grad_norm: 5.6553 2020-07-26 01:07:12,711 - mmaction - INFO - Epoch [12][1900/3757] lr: 1.000e-02, eta: 6 days, 23:25:50, time: 1.823, data_time: 0.106, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.3658, loss: 2.3658, grad_norm: 5.6007 2020-07-26 01:07:47,881 - mmaction - INFO - Epoch [12][1920/3757] lr: 1.000e-02, eta: 6 days, 23:25:05, time: 1.759, data_time: 0.686, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7063, loss_cls: 2.3398, loss: 2.3398, grad_norm: 5.5427 2020-07-26 01:08:21,280 - mmaction - INFO - Epoch [12][1940/3757] lr: 1.000e-02, eta: 6 days, 23:24:07, time: 1.668, data_time: 0.508, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.3280, loss: 2.3280, grad_norm: 5.5806 2020-07-26 01:08:58,021 - mmaction - INFO - Epoch [12][1960/3757] lr: 1.000e-02, eta: 6 days, 23:23:34, time: 1.836, data_time: 1.249, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7125, loss_cls: 2.3804, loss: 2.3804, grad_norm: 5.6479 2020-07-26 01:09:30,031 - mmaction - INFO - Epoch [12][1980/3757] lr: 1.000e-02, eta: 6 days, 23:22:26, time: 1.603, data_time: 0.868, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7148, loss_cls: 2.3690, loss: 2.3690, grad_norm: 5.5475 2020-07-26 01:10:05,097 - mmaction - INFO - Epoch [12][2000/3757] lr: 1.000e-02, eta: 6 days, 23:21:40, time: 1.753, data_time: 0.935, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7344, loss_cls: 2.2512, loss: 2.2512, grad_norm: 5.4087 2020-07-26 01:10:42,103 - mmaction - INFO - Epoch [12][2020/3757] lr: 1.000e-02, eta: 6 days, 23:21:10, time: 1.851, data_time: 0.561, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7406, loss_cls: 2.2285, loss: 2.2285, grad_norm: 5.4517 2020-07-26 01:11:15,845 - mmaction - INFO - Epoch [12][2040/3757] lr: 1.000e-02, eta: 6 days, 23:20:14, time: 1.686, data_time: 0.041, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7391, loss_cls: 2.2381, loss: 2.2381, grad_norm: 5.5076 2020-07-26 01:11:53,318 - mmaction - INFO - Epoch [12][2060/3757] lr: 1.000e-02, eta: 6 days, 23:19:47, time: 1.870, data_time: 0.011, memory: 5170, top1_acc: 0.4555, top5_acc: 0.6984, loss_cls: 2.3225, loss: 2.3225, grad_norm: 5.5884 2020-07-26 01:12:26,646 - mmaction - INFO - Epoch [12][2080/3757] lr: 1.000e-02, eta: 6 days, 23:18:48, time: 1.663, data_time: 0.011, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7031, loss_cls: 2.3789, loss: 2.3789, grad_norm: 5.6008 2020-07-26 01:12:59,819 - mmaction - INFO - Epoch [12][2100/3757] lr: 1.000e-02, eta: 6 days, 23:17:49, time: 1.666, data_time: 0.019, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7117, loss_cls: 2.3252, loss: 2.3252, grad_norm: 5.4285 2020-07-26 01:13:35,286 - mmaction - INFO - Epoch [12][2120/3757] lr: 1.000e-02, eta: 6 days, 23:17:06, time: 1.771, data_time: 0.382, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7000, loss_cls: 2.4416, loss: 2.4416, grad_norm: 5.4454 2020-07-26 01:14:11,421 - mmaction - INFO - Epoch [12][2140/3757] lr: 1.000e-02, eta: 6 days, 23:16:30, time: 1.810, data_time: 0.679, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7258, loss_cls: 2.2889, loss: 2.2889, grad_norm: 5.4286 2020-07-26 01:14:47,451 - mmaction - INFO - Epoch [12][2160/3757] lr: 1.000e-02, eta: 6 days, 23:15:52, time: 1.802, data_time: 0.002, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7328, loss_cls: 2.3544, loss: 2.3544, grad_norm: 5.6816 2020-07-26 01:15:23,258 - mmaction - INFO - Epoch [12][2180/3757] lr: 1.000e-02, eta: 6 days, 23:15:10, time: 1.779, data_time: 0.007, memory: 5170, top1_acc: 0.4383, top5_acc: 0.7180, loss_cls: 2.3807, loss: 2.3807, grad_norm: 5.4964 2020-07-26 01:15:56,723 - mmaction - INFO - Epoch [12][2200/3757] lr: 1.000e-02, eta: 6 days, 23:14:14, time: 1.683, data_time: 0.340, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7188, loss_cls: 2.3081, loss: 2.3081, grad_norm: 5.3517 2020-07-26 01:16:33,114 - mmaction - INFO - Epoch [12][2220/3757] lr: 1.000e-02, eta: 6 days, 23:13:39, time: 1.819, data_time: 0.641, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7398, loss_cls: 2.2253, loss: 2.2253, grad_norm: 5.3768 2020-07-26 01:17:08,388 - mmaction - INFO - Epoch [12][2240/3757] lr: 1.000e-02, eta: 6 days, 23:12:56, time: 1.764, data_time: 0.773, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7141, loss_cls: 2.3688, loss: 2.3688, grad_norm: 5.3982 2020-07-26 01:17:44,462 - mmaction - INFO - Epoch [12][2260/3757] lr: 1.000e-02, eta: 6 days, 23:12:18, time: 1.804, data_time: 0.218, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7148, loss_cls: 2.2752, loss: 2.2752, grad_norm: 5.4435 2020-07-26 01:18:17,870 - mmaction - INFO - Epoch [12][2280/3757] lr: 1.000e-02, eta: 6 days, 23:11:19, time: 1.661, data_time: 0.261, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7109, loss_cls: 2.3454, loss: 2.3454, grad_norm: 5.4716 2020-07-26 01:18:54,232 - mmaction - INFO - Epoch [12][2300/3757] lr: 1.000e-02, eta: 6 days, 23:10:45, time: 1.826, data_time: 0.107, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7125, loss_cls: 2.3275, loss: 2.3275, grad_norm: 5.5063 2020-07-26 01:19:30,568 - mmaction - INFO - Epoch [12][2320/3757] lr: 1.000e-02, eta: 6 days, 23:10:08, time: 1.813, data_time: 0.009, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.3288, loss: 2.3288, grad_norm: 5.5324 2020-07-26 01:20:04,485 - mmaction - INFO - Epoch [12][2340/3757] lr: 1.000e-02, eta: 6 days, 23:09:15, time: 1.700, data_time: 0.014, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7094, loss_cls: 2.3158, loss: 2.3158, grad_norm: 5.3617 2020-07-26 01:20:38,828 - mmaction - INFO - Epoch [12][2360/3757] lr: 1.000e-02, eta: 6 days, 23:08:23, time: 1.707, data_time: 0.003, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7086, loss_cls: 2.3400, loss: 2.3400, grad_norm: 5.6553 2020-07-26 01:21:12,644 - mmaction - INFO - Epoch [12][2380/3757] lr: 1.000e-02, eta: 6 days, 23:07:30, time: 1.701, data_time: 0.058, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7023, loss_cls: 2.4013, loss: 2.4013, grad_norm: 5.5895 2020-07-26 01:21:48,720 - mmaction - INFO - Epoch [12][2400/3757] lr: 1.000e-02, eta: 6 days, 23:06:52, time: 1.802, data_time: 0.009, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6953, loss_cls: 2.4203, loss: 2.4203, grad_norm: 5.6604 2020-07-26 01:22:23,186 - mmaction - INFO - Epoch [12][2420/3757] lr: 1.000e-02, eta: 6 days, 23:06:03, time: 1.726, data_time: 0.013, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7258, loss_cls: 2.2969, loss: 2.2969, grad_norm: 5.3236 2020-07-26 01:22:59,237 - mmaction - INFO - Epoch [12][2440/3757] lr: 1.000e-02, eta: 6 days, 23:05:25, time: 1.802, data_time: 0.003, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7008, loss_cls: 2.4116, loss: 2.4116, grad_norm: 5.5981 2020-07-26 01:23:33,075 - mmaction - INFO - Epoch [12][2460/3757] lr: 1.000e-02, eta: 6 days, 23:04:30, time: 1.690, data_time: 0.221, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7016, loss_cls: 2.3811, loss: 2.3811, grad_norm: 5.5001 2020-07-26 01:24:09,311 - mmaction - INFO - Epoch [12][2480/3757] lr: 1.000e-02, eta: 6 days, 23:03:54, time: 1.814, data_time: 0.007, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6953, loss_cls: 2.4309, loss: 2.4309, grad_norm: 5.4773 2020-07-26 01:24:44,478 - mmaction - INFO - Epoch [12][2500/3757] lr: 1.000e-02, eta: 6 days, 23:03:09, time: 1.755, data_time: 0.009, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7188, loss_cls: 2.2781, loss: 2.2781, grad_norm: 5.3420 2020-07-26 01:25:17,604 - mmaction - INFO - Epoch [12][2520/3757] lr: 1.000e-02, eta: 6 days, 23:02:09, time: 1.654, data_time: 0.009, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7172, loss_cls: 2.3979, loss: 2.3979, grad_norm: 5.5533 2020-07-26 01:25:53,736 - mmaction - INFO - Epoch [12][2540/3757] lr: 1.000e-02, eta: 6 days, 23:01:33, time: 1.812, data_time: 0.195, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.3372, loss: 2.3372, grad_norm: 5.5367 2020-07-26 01:26:30,438 - mmaction - INFO - Epoch [12][2560/3757] lr: 1.000e-02, eta: 6 days, 23:00:59, time: 1.831, data_time: 0.156, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7008, loss_cls: 2.3445, loss: 2.3445, grad_norm: 5.5620 2020-07-26 01:27:03,884 - mmaction - INFO - Epoch [12][2580/3757] lr: 1.000e-02, eta: 6 days, 23:00:02, time: 1.675, data_time: 0.520, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7125, loss_cls: 2.3255, loss: 2.3255, grad_norm: 5.4163 2020-07-26 01:27:39,467 - mmaction - INFO - Epoch [12][2600/3757] lr: 1.000e-02, eta: 6 days, 22:59:21, time: 1.777, data_time: 0.014, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6961, loss_cls: 2.4320, loss: 2.4320, grad_norm: 5.6207 2020-07-26 01:28:12,948 - mmaction - INFO - Epoch [12][2620/3757] lr: 1.000e-02, eta: 6 days, 22:58:24, time: 1.677, data_time: 0.009, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6953, loss_cls: 2.4279, loss: 2.4279, grad_norm: 5.5584 2020-07-26 01:28:48,812 - mmaction - INFO - Epoch [12][2640/3757] lr: 1.000e-02, eta: 6 days, 22:57:45, time: 1.791, data_time: 0.014, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7203, loss_cls: 2.3443, loss: 2.3443, grad_norm: 5.6743 2020-07-26 01:29:26,715 - mmaction - INFO - Epoch [12][2660/3757] lr: 1.000e-02, eta: 6 days, 22:57:21, time: 1.897, data_time: 0.007, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3469, loss: 2.3469, grad_norm: 5.2991 2020-07-26 01:29:59,497 - mmaction - INFO - Epoch [12][2680/3757] lr: 1.000e-02, eta: 6 days, 22:56:19, time: 1.636, data_time: 0.008, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6937, loss_cls: 2.4186, loss: 2.4186, grad_norm: 5.4803 2020-07-26 01:30:35,499 - mmaction - INFO - Epoch [12][2700/3757] lr: 1.000e-02, eta: 6 days, 22:55:41, time: 1.803, data_time: 0.164, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7305, loss_cls: 2.2655, loss: 2.2655, grad_norm: 5.4035 2020-07-26 01:31:08,361 - mmaction - INFO - Epoch [12][2720/3757] lr: 1.000e-02, eta: 6 days, 22:54:39, time: 1.636, data_time: 0.009, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7344, loss_cls: 2.3175, loss: 2.3175, grad_norm: 5.6248 2020-07-26 01:31:45,314 - mmaction - INFO - Epoch [12][2740/3757] lr: 1.000e-02, eta: 6 days, 22:54:09, time: 1.855, data_time: 0.011, memory: 5170, top1_acc: 0.4570, top5_acc: 0.6914, loss_cls: 2.4028, loss: 2.4028, grad_norm: 5.7541 2020-07-26 01:32:20,382 - mmaction - INFO - Epoch [12][2760/3757] lr: 1.000e-02, eta: 6 days, 22:53:24, time: 1.753, data_time: 0.008, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7055, loss_cls: 2.3698, loss: 2.3698, grad_norm: 5.5417 2020-07-26 01:32:56,687 - mmaction - INFO - Epoch [12][2780/3757] lr: 1.000e-02, eta: 6 days, 22:52:48, time: 1.814, data_time: 0.003, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7055, loss_cls: 2.3847, loss: 2.3847, grad_norm: 5.5114 2020-07-26 01:33:34,187 - mmaction - INFO - Epoch [12][2800/3757] lr: 1.000e-02, eta: 6 days, 22:52:21, time: 1.874, data_time: 0.010, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7102, loss_cls: 2.3962, loss: 2.3962, grad_norm: 5.5561 2020-07-26 01:34:04,793 - mmaction - INFO - Epoch [12][2820/3757] lr: 1.000e-02, eta: 6 days, 22:51:03, time: 1.531, data_time: 0.178, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7086, loss_cls: 2.3298, loss: 2.3298, grad_norm: 5.4004 2020-07-26 01:34:38,774 - mmaction - INFO - Epoch [12][2840/3757] lr: 1.000e-02, eta: 6 days, 22:50:08, time: 1.693, data_time: 0.275, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6906, loss_cls: 2.4838, loss: 2.4838, grad_norm: 5.6261 2020-07-26 01:35:14,624 - mmaction - INFO - Epoch [12][2860/3757] lr: 1.000e-02, eta: 6 days, 22:49:30, time: 1.795, data_time: 0.754, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7047, loss_cls: 2.3686, loss: 2.3686, grad_norm: 5.5122 2020-07-26 01:35:51,924 - mmaction - INFO - Epoch [12][2880/3757] lr: 1.000e-02, eta: 6 days, 22:49:02, time: 1.866, data_time: 0.929, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7117, loss_cls: 2.3260, loss: 2.3260, grad_norm: 5.5107 2020-07-26 01:36:25,695 - mmaction - INFO - Epoch [12][2900/3757] lr: 1.000e-02, eta: 6 days, 22:48:07, time: 1.690, data_time: 1.111, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7109, loss_cls: 2.3171, loss: 2.3171, grad_norm: 5.4260 2020-07-26 01:37:00,303 - mmaction - INFO - Epoch [12][2920/3757] lr: 1.000e-02, eta: 6 days, 22:47:19, time: 1.732, data_time: 1.159, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7039, loss_cls: 2.3758, loss: 2.3758, grad_norm: 5.4522 2020-07-26 01:37:35,388 - mmaction - INFO - Epoch [12][2940/3757] lr: 1.000e-02, eta: 6 days, 22:46:33, time: 1.746, data_time: 0.695, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7094, loss_cls: 2.3840, loss: 2.3840, grad_norm: 5.5310 2020-07-26 01:38:11,424 - mmaction - INFO - Epoch [12][2960/3757] lr: 1.000e-02, eta: 6 days, 22:45:57, time: 1.810, data_time: 0.992, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7203, loss_cls: 2.3162, loss: 2.3162, grad_norm: 5.5284 2020-07-26 01:38:44,892 - mmaction - INFO - Epoch [12][2980/3757] lr: 1.000e-02, eta: 6 days, 22:45:00, time: 1.675, data_time: 0.806, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.4089, loss: 2.4089, grad_norm: 5.5482 2020-07-26 01:39:21,881 - mmaction - INFO - Epoch [12][3000/3757] lr: 1.000e-02, eta: 6 days, 22:44:29, time: 1.850, data_time: 0.699, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7156, loss_cls: 2.3473, loss: 2.3473, grad_norm: 5.4976 2020-07-26 01:39:54,743 - mmaction - INFO - Epoch [12][3020/3757] lr: 1.000e-02, eta: 6 days, 22:43:27, time: 1.639, data_time: 0.603, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6961, loss_cls: 2.4419, loss: 2.4419, grad_norm: 5.6494 2020-07-26 01:40:29,132 - mmaction - INFO - Epoch [12][3040/3757] lr: 1.000e-02, eta: 6 days, 22:42:38, time: 1.723, data_time: 0.014, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7008, loss_cls: 2.4224, loss: 2.4224, grad_norm: 5.5174 2020-07-26 01:41:04,799 - mmaction - INFO - Epoch [12][3060/3757] lr: 1.000e-02, eta: 6 days, 22:41:56, time: 1.774, data_time: 0.009, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7078, loss_cls: 2.4012, loss: 2.4012, grad_norm: 5.6195 2020-07-26 01:41:42,732 - mmaction - INFO - Epoch [12][3080/3757] lr: 1.000e-02, eta: 6 days, 22:41:34, time: 1.905, data_time: 0.041, memory: 5170, top1_acc: 0.4609, top5_acc: 0.6820, loss_cls: 2.4087, loss: 2.4087, grad_norm: 5.5459 2020-07-26 01:42:14,250 - mmaction - INFO - Epoch [12][3100/3757] lr: 1.000e-02, eta: 6 days, 22:40:22, time: 1.574, data_time: 0.004, memory: 5170, top1_acc: 0.4688, top5_acc: 0.6930, loss_cls: 2.4123, loss: 2.4123, grad_norm: 5.3497 2020-07-26 01:42:51,040 - mmaction - INFO - Epoch [12][3120/3757] lr: 1.000e-02, eta: 6 days, 22:39:51, time: 1.843, data_time: 0.008, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7016, loss_cls: 2.3992, loss: 2.3992, grad_norm: 5.3302 2020-07-26 01:43:25,658 - mmaction - INFO - Epoch [12][3140/3757] lr: 1.000e-02, eta: 6 days, 22:39:02, time: 1.727, data_time: 0.126, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7047, loss_cls: 2.4025, loss: 2.4025, grad_norm: 5.3423 2020-07-26 01:44:01,264 - mmaction - INFO - Epoch [12][3160/3757] lr: 1.000e-02, eta: 6 days, 22:38:22, time: 1.785, data_time: 0.018, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7195, loss_cls: 2.2984, loss: 2.2984, grad_norm: 5.4346 2020-07-26 01:44:35,522 - mmaction - INFO - Epoch [12][3180/3757] lr: 1.000e-02, eta: 6 days, 22:37:30, time: 1.706, data_time: 0.008, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7125, loss_cls: 2.3753, loss: 2.3753, grad_norm: 5.4289 2020-07-26 01:45:12,950 - mmaction - INFO - Epoch [12][3200/3757] lr: 1.000e-02, eta: 6 days, 22:37:03, time: 1.874, data_time: 0.156, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3493, loss: 2.3493, grad_norm: 5.3567 2020-07-26 01:45:48,338 - mmaction - INFO - Epoch [12][3220/3757] lr: 1.000e-02, eta: 6 days, 22:36:21, time: 1.772, data_time: 0.009, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7148, loss_cls: 2.3118, loss: 2.3118, grad_norm: 5.3828 2020-07-26 01:46:23,487 - mmaction - INFO - Epoch [12][3240/3757] lr: 1.000e-02, eta: 6 days, 22:35:37, time: 1.757, data_time: 0.039, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7094, loss_cls: 2.3433, loss: 2.3433, grad_norm: 5.4786 2020-07-26 01:46:57,141 - mmaction - INFO - Epoch [12][3260/3757] lr: 1.000e-02, eta: 6 days, 22:34:40, time: 1.676, data_time: 0.064, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2624, loss: 2.2624, grad_norm: 5.3599 2020-07-26 01:47:31,743 - mmaction - INFO - Epoch [12][3280/3757] lr: 1.000e-02, eta: 6 days, 22:33:53, time: 1.738, data_time: 0.020, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7219, loss_cls: 2.3756, loss: 2.3756, grad_norm: 5.5224 2020-07-26 01:48:09,493 - mmaction - INFO - Epoch [12][3300/3757] lr: 1.000e-02, eta: 6 days, 22:33:28, time: 1.888, data_time: 0.110, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7172, loss_cls: 2.3553, loss: 2.3553, grad_norm: 5.5994 2020-07-26 01:48:44,187 - mmaction - INFO - Epoch [12][3320/3757] lr: 1.000e-02, eta: 6 days, 22:32:40, time: 1.731, data_time: 0.192, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7031, loss_cls: 2.3968, loss: 2.3968, grad_norm: 5.3988 2020-07-26 01:49:18,332 - mmaction - INFO - Epoch [12][3340/3757] lr: 1.000e-02, eta: 6 days, 22:31:49, time: 1.709, data_time: 0.023, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7055, loss_cls: 2.4054, loss: 2.4054, grad_norm: 5.4684 2020-07-26 01:49:52,902 - mmaction - INFO - Epoch [12][3360/3757] lr: 1.000e-02, eta: 6 days, 22:31:01, time: 1.729, data_time: 0.075, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7102, loss_cls: 2.3507, loss: 2.3507, grad_norm: 5.4895 2020-07-26 01:50:28,058 - mmaction - INFO - Epoch [12][3380/3757] lr: 1.000e-02, eta: 6 days, 22:30:17, time: 1.758, data_time: 0.307, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7211, loss_cls: 2.2942, loss: 2.2942, grad_norm: 5.3306 2020-07-26 01:51:02,019 - mmaction - INFO - Epoch [12][3400/3757] lr: 1.000e-02, eta: 6 days, 22:29:23, time: 1.695, data_time: 0.555, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.2307, loss: 2.2307, grad_norm: 5.3462 2020-07-26 01:51:34,369 - mmaction - INFO - Epoch [12][3420/3757] lr: 1.000e-02, eta: 6 days, 22:28:19, time: 1.619, data_time: 0.985, memory: 5170, top1_acc: 0.4688, top5_acc: 0.6922, loss_cls: 2.3879, loss: 2.3879, grad_norm: 5.5616 2020-07-26 01:52:09,785 - mmaction - INFO - Epoch [12][3440/3757] lr: 1.000e-02, eta: 6 days, 22:27:37, time: 1.772, data_time: 0.833, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7203, loss_cls: 2.3601, loss: 2.3601, grad_norm: 5.5093 2020-07-26 01:52:47,369 - mmaction - INFO - Epoch [12][3460/3757] lr: 1.000e-02, eta: 6 days, 22:27:09, time: 1.869, data_time: 0.313, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7180, loss_cls: 2.2939, loss: 2.2939, grad_norm: 5.4759 2020-07-26 01:53:23,065 - mmaction - INFO - Epoch [12][3480/3757] lr: 1.000e-02, eta: 6 days, 22:26:29, time: 1.785, data_time: 0.013, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6922, loss_cls: 2.4468, loss: 2.4468, grad_norm: 5.6091 2020-07-26 01:53:57,436 - mmaction - INFO - Epoch [12][3500/3757] lr: 1.000e-02, eta: 6 days, 22:25:41, time: 1.727, data_time: 0.040, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7031, loss_cls: 2.3867, loss: 2.3867, grad_norm: 5.4974 2020-07-26 01:54:33,896 - mmaction - INFO - Epoch [12][3520/3757] lr: 1.000e-02, eta: 6 days, 22:25:06, time: 1.821, data_time: 0.273, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7141, loss_cls: 2.4130, loss: 2.4130, grad_norm: 5.6140 2020-07-26 01:55:09,087 - mmaction - INFO - Epoch [12][3540/3757] lr: 1.000e-02, eta: 6 days, 22:24:22, time: 1.762, data_time: 0.009, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7188, loss_cls: 2.2769, loss: 2.2769, grad_norm: 5.4432 2020-07-26 01:55:46,367 - mmaction - INFO - Epoch [12][3560/3757] lr: 1.000e-02, eta: 6 days, 22:23:54, time: 1.865, data_time: 0.161, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7312, loss_cls: 2.3147, loss: 2.3147, grad_norm: 5.5817 2020-07-26 01:56:17,974 - mmaction - INFO - Epoch [12][3580/3757] lr: 1.000e-02, eta: 6 days, 22:22:44, time: 1.577, data_time: 0.877, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7148, loss_cls: 2.3440, loss: 2.3440, grad_norm: 5.4672 2020-07-26 01:56:54,122 - mmaction - INFO - Epoch [12][3600/3757] lr: 1.000e-02, eta: 6 days, 22:22:07, time: 1.810, data_time: 1.115, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7133, loss_cls: 2.3271, loss: 2.3271, grad_norm: 5.4635 2020-07-26 01:57:31,423 - mmaction - INFO - Epoch [12][3620/3757] lr: 1.000e-02, eta: 6 days, 22:21:39, time: 1.864, data_time: 0.607, memory: 5170, top1_acc: 0.4602, top5_acc: 0.6945, loss_cls: 2.4110, loss: 2.4110, grad_norm: 5.5220 2020-07-26 01:58:07,089 - mmaction - INFO - Epoch [12][3640/3757] lr: 1.000e-02, eta: 6 days, 22:20:59, time: 1.783, data_time: 0.232, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6805, loss_cls: 2.4682, loss: 2.4682, grad_norm: 5.5599 2020-07-26 01:58:42,900 - mmaction - INFO - Epoch [12][3660/3757] lr: 1.000e-02, eta: 6 days, 22:20:19, time: 1.787, data_time: 0.571, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7039, loss_cls: 2.4199, loss: 2.4199, grad_norm: 5.4353 2020-07-26 01:59:19,414 - mmaction - INFO - Epoch [12][3680/3757] lr: 1.000e-02, eta: 6 days, 22:19:46, time: 1.830, data_time: 0.044, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7445, loss_cls: 2.2142, loss: 2.2142, grad_norm: 5.3707 2020-07-26 01:59:52,389 - mmaction - INFO - Epoch [12][3700/3757] lr: 1.000e-02, eta: 6 days, 22:18:45, time: 1.645, data_time: 0.061, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7266, loss_cls: 2.2696, loss: 2.2696, grad_norm: 5.5097 2020-07-26 02:00:29,392 - mmaction - INFO - Epoch [12][3720/3757] lr: 1.000e-02, eta: 6 days, 22:18:13, time: 1.838, data_time: 0.137, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.2793, loss: 2.2793, grad_norm: 5.4034 2020-07-26 02:01:02,157 - mmaction - INFO - Epoch [12][3740/3757] lr: 1.000e-02, eta: 6 days, 22:17:14, time: 1.654, data_time: 0.955, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7109, loss_cls: 2.3706, loss: 2.3706, grad_norm: 5.4959 2020-07-26 02:01:26,596 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-07-26 02:02:17,530 - mmaction - INFO - Epoch [13][20/3757] lr: 1.000e-02, eta: 6 days, 22:13:54, time: 2.446, data_time: 1.019, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7289, loss_cls: 2.2440, loss: 2.2440, grad_norm: 5.5737 2020-07-26 02:02:53,784 - mmaction - INFO - Epoch [13][40/3757] lr: 1.000e-02, eta: 6 days, 22:13:20, time: 1.822, data_time: 0.811, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7289, loss_cls: 2.2249, loss: 2.2249, grad_norm: 5.4861 2020-07-26 02:03:30,304 - mmaction - INFO - Epoch [13][60/3757] lr: 1.000e-02, eta: 6 days, 22:12:45, time: 1.820, data_time: 0.632, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7234, loss_cls: 2.2755, loss: 2.2755, grad_norm: 5.4588 2020-07-26 02:04:05,435 - mmaction - INFO - Epoch [13][80/3757] lr: 1.000e-02, eta: 6 days, 22:12:02, time: 1.762, data_time: 0.009, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7258, loss_cls: 2.2965, loss: 2.2965, grad_norm: 5.5670 2020-07-26 02:04:40,527 - mmaction - INFO - Epoch [13][100/3757] lr: 1.000e-02, eta: 6 days, 22:11:17, time: 1.747, data_time: 0.012, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7320, loss_cls: 2.2977, loss: 2.2977, grad_norm: 5.5669 2020-07-26 02:05:17,716 - mmaction - INFO - Epoch [13][120/3757] lr: 1.000e-02, eta: 6 days, 22:10:48, time: 1.861, data_time: 0.011, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7273, loss_cls: 2.2619, loss: 2.2619, grad_norm: 5.4899 2020-07-26 02:05:50,512 - mmaction - INFO - Epoch [13][140/3757] lr: 1.000e-02, eta: 6 days, 22:09:48, time: 1.646, data_time: 0.009, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.2546, loss: 2.2546, grad_norm: 5.4745 2020-07-26 02:06:25,358 - mmaction - INFO - Epoch [13][160/3757] lr: 1.000e-02, eta: 6 days, 22:09:00, time: 1.734, data_time: 0.007, memory: 5170, top1_acc: 0.4609, top5_acc: 0.6992, loss_cls: 2.3952, loss: 2.3952, grad_norm: 5.4978 2020-07-26 02:07:02,805 - mmaction - INFO - Epoch [13][180/3757] lr: 1.000e-02, eta: 6 days, 22:08:34, time: 1.881, data_time: 0.016, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7063, loss_cls: 2.3842, loss: 2.3842, grad_norm: 5.6197 2020-07-26 02:07:35,042 - mmaction - INFO - Epoch [13][200/3757] lr: 1.000e-02, eta: 6 days, 22:07:28, time: 1.601, data_time: 0.043, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7195, loss_cls: 2.3090, loss: 2.3090, grad_norm: 5.4800 2020-07-26 02:08:11,607 - mmaction - INFO - Epoch [13][220/3757] lr: 1.000e-02, eta: 6 days, 22:06:56, time: 1.838, data_time: 0.072, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7281, loss_cls: 2.2586, loss: 2.2586, grad_norm: 5.6377 2020-07-26 02:08:45,904 - mmaction - INFO - Epoch [13][240/3757] lr: 1.000e-02, eta: 6 days, 22:06:05, time: 1.708, data_time: 0.015, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7320, loss_cls: 2.2512, loss: 2.2512, grad_norm: 5.4064 2020-07-26 02:09:21,053 - mmaction - INFO - Epoch [13][260/3757] lr: 1.000e-02, eta: 6 days, 22:05:22, time: 1.765, data_time: 0.010, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7203, loss_cls: 2.3117, loss: 2.3117, grad_norm: 5.6836 2020-07-26 02:09:58,833 - mmaction - INFO - Epoch [13][280/3757] lr: 1.000e-02, eta: 6 days, 22:04:57, time: 1.889, data_time: 0.013, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7125, loss_cls: 2.3829, loss: 2.3829, grad_norm: 5.6726 2020-07-26 02:10:33,184 - mmaction - INFO - Epoch [13][300/3757] lr: 1.000e-02, eta: 6 days, 22:04:07, time: 1.717, data_time: 0.002, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6961, loss_cls: 2.3701, loss: 2.3701, grad_norm: 5.6016 2020-07-26 02:11:05,817 - mmaction - INFO - Epoch [13][320/3757] lr: 1.000e-02, eta: 6 days, 22:03:04, time: 1.623, data_time: 0.009, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7195, loss_cls: 2.2727, loss: 2.2727, grad_norm: 5.4727 2020-07-26 02:11:42,384 - mmaction - INFO - Epoch [13][340/3757] lr: 1.000e-02, eta: 6 days, 22:02:32, time: 1.837, data_time: 0.011, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7148, loss_cls: 2.2883, loss: 2.2883, grad_norm: 5.5230 2020-07-26 02:12:16,631 - mmaction - INFO - Epoch [13][360/3757] lr: 1.000e-02, eta: 6 days, 22:01:41, time: 1.710, data_time: 0.040, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7375, loss_cls: 2.2339, loss: 2.2339, grad_norm: 5.4354 2020-07-26 02:12:53,840 - mmaction - INFO - Epoch [13][380/3757] lr: 1.000e-02, eta: 6 days, 22:01:12, time: 1.859, data_time: 0.046, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7180, loss_cls: 2.2812, loss: 2.2812, grad_norm: 5.6296 2020-07-26 02:13:26,419 - mmaction - INFO - Epoch [13][400/3757] lr: 1.000e-02, eta: 6 days, 22:00:10, time: 1.633, data_time: 0.073, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7242, loss_cls: 2.3302, loss: 2.3302, grad_norm: 5.5590 2020-07-26 02:14:01,621 - mmaction - INFO - Epoch [13][420/3757] lr: 1.000e-02, eta: 6 days, 21:59:26, time: 1.756, data_time: 0.099, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7273, loss_cls: 2.2521, loss: 2.2521, grad_norm: 5.4961 2020-07-26 02:14:35,142 - mmaction - INFO - Epoch [13][440/3757] lr: 1.000e-02, eta: 6 days, 21:58:31, time: 1.679, data_time: 0.012, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7164, loss_cls: 2.3451, loss: 2.3451, grad_norm: 5.5565 2020-07-26 02:15:09,785 - mmaction - INFO - Epoch [13][460/3757] lr: 1.000e-02, eta: 6 days, 21:57:43, time: 1.731, data_time: 0.004, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7312, loss_cls: 2.2643, loss: 2.2643, grad_norm: 5.5614 2020-07-26 02:15:48,401 - mmaction - INFO - Epoch [13][480/3757] lr: 1.000e-02, eta: 6 days, 21:57:25, time: 1.931, data_time: 0.004, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7211, loss_cls: 2.3538, loss: 2.3538, grad_norm: 5.4858 2020-07-26 02:16:24,664 - mmaction - INFO - Epoch [13][500/3757] lr: 1.000e-02, eta: 6 days, 21:56:48, time: 1.807, data_time: 0.008, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7180, loss_cls: 2.2843, loss: 2.2843, grad_norm: 5.3272 2020-07-26 02:17:00,122 - mmaction - INFO - Epoch [13][520/3757] lr: 1.000e-02, eta: 6 days, 21:56:07, time: 1.778, data_time: 0.010, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7367, loss_cls: 2.1896, loss: 2.1896, grad_norm: 5.4020 2020-07-26 02:17:36,284 - mmaction - INFO - Epoch [13][540/3757] lr: 1.000e-02, eta: 6 days, 21:55:31, time: 1.811, data_time: 0.010, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7086, loss_cls: 2.2812, loss: 2.2812, grad_norm: 5.4620 2020-07-26 02:18:09,861 - mmaction - INFO - Epoch [13][560/3757] lr: 1.000e-02, eta: 6 days, 21:54:36, time: 1.677, data_time: 0.002, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7148, loss_cls: 2.2961, loss: 2.2961, grad_norm: 5.3961 2020-07-26 02:18:41,540 - mmaction - INFO - Epoch [13][580/3757] lr: 1.000e-02, eta: 6 days, 21:53:27, time: 1.585, data_time: 0.007, memory: 5170, top1_acc: 0.4672, top5_acc: 0.6930, loss_cls: 2.3786, loss: 2.3786, grad_norm: 5.5897 2020-07-26 02:19:18,437 - mmaction - INFO - Epoch [13][600/3757] lr: 1.000e-02, eta: 6 days, 21:52:56, time: 1.842, data_time: 0.020, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7273, loss_cls: 2.2717, loss: 2.2717, grad_norm: 5.5300 2020-07-26 02:19:52,779 - mmaction - INFO - Epoch [13][620/3757] lr: 1.000e-02, eta: 6 days, 21:52:06, time: 1.712, data_time: 0.010, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7422, loss_cls: 2.2236, loss: 2.2236, grad_norm: 5.4584 2020-07-26 02:20:26,639 - mmaction - INFO - Epoch [13][640/3757] lr: 1.000e-02, eta: 6 days, 21:51:13, time: 1.695, data_time: 0.010, memory: 5170, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.3894, loss: 2.3894, grad_norm: 5.4422 2020-07-26 02:20:59,908 - mmaction - INFO - Epoch [13][660/3757] lr: 1.000e-02, eta: 6 days, 21:50:16, time: 1.668, data_time: 0.118, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7242, loss_cls: 2.2906, loss: 2.2906, grad_norm: 5.4638 2020-07-26 02:21:36,576 - mmaction - INFO - Epoch [13][680/3757] lr: 1.000e-02, eta: 6 days, 21:49:43, time: 1.827, data_time: 0.358, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7164, loss_cls: 2.3364, loss: 2.3364, grad_norm: 5.5053 2020-07-26 02:22:09,320 - mmaction - INFO - Epoch [13][700/3757] lr: 1.000e-02, eta: 6 days, 21:48:42, time: 1.642, data_time: 0.620, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7016, loss_cls: 2.3599, loss: 2.3599, grad_norm: 5.6627 2020-07-26 02:22:43,541 - mmaction - INFO - Epoch [13][720/3757] lr: 1.000e-02, eta: 6 days, 21:47:52, time: 1.714, data_time: 0.030, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.3555, loss: 2.3555, grad_norm: 5.6658 2020-07-26 02:23:18,076 - mmaction - INFO - Epoch [13][740/3757] lr: 1.000e-02, eta: 6 days, 21:47:04, time: 1.727, data_time: 0.003, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6875, loss_cls: 2.4679, loss: 2.4679, grad_norm: 5.6784 2020-07-26 02:23:54,415 - mmaction - INFO - Epoch [13][760/3757] lr: 1.000e-02, eta: 6 days, 21:46:29, time: 1.817, data_time: 0.009, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7109, loss_cls: 2.3015, loss: 2.3015, grad_norm: 5.4795 2020-07-26 02:24:32,177 - mmaction - INFO - Epoch [13][780/3757] lr: 1.000e-02, eta: 6 days, 21:46:04, time: 1.888, data_time: 0.009, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.2208, loss: 2.2208, grad_norm: 5.4218 2020-07-26 02:25:06,796 - mmaction - INFO - Epoch [13][800/3757] lr: 1.000e-02, eta: 6 days, 21:45:17, time: 1.731, data_time: 0.008, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7172, loss_cls: 2.3295, loss: 2.3295, grad_norm: 5.4773 2020-07-26 02:25:40,881 - mmaction - INFO - Epoch [13][820/3757] lr: 1.000e-02, eta: 6 days, 21:44:25, time: 1.702, data_time: 0.029, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7234, loss_cls: 2.3018, loss: 2.3018, grad_norm: 5.5442 2020-07-26 02:26:16,327 - mmaction - INFO - Epoch [13][840/3757] lr: 1.000e-02, eta: 6 days, 21:43:43, time: 1.767, data_time: 0.704, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7258, loss_cls: 2.3747, loss: 2.3747, grad_norm: 5.6283 2020-07-26 02:26:49,645 - mmaction - INFO - Epoch [13][860/3757] lr: 1.000e-02, eta: 6 days, 21:42:47, time: 1.671, data_time: 0.667, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7328, loss_cls: 2.2106, loss: 2.2106, grad_norm: 5.4723 2020-07-26 02:27:26,092 - mmaction - INFO - Epoch [13][880/3757] lr: 1.000e-02, eta: 6 days, 21:42:13, time: 1.824, data_time: 0.016, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7188, loss_cls: 2.3249, loss: 2.3249, grad_norm: 5.5828 2020-07-26 02:28:01,139 - mmaction - INFO - Epoch [13][900/3757] lr: 1.000e-02, eta: 6 days, 21:41:28, time: 1.744, data_time: 0.020, memory: 5170, top1_acc: 0.4602, top5_acc: 0.6984, loss_cls: 2.3740, loss: 2.3740, grad_norm: 5.4786 2020-07-26 02:28:38,803 - mmaction - INFO - Epoch [13][920/3757] lr: 1.000e-02, eta: 6 days, 21:41:03, time: 1.889, data_time: 0.024, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7172, loss_cls: 2.3474, loss: 2.3474, grad_norm: 5.5379 2020-07-26 02:29:14,595 - mmaction - INFO - Epoch [13][940/3757] lr: 1.000e-02, eta: 6 days, 21:40:24, time: 1.791, data_time: 0.011, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7289, loss_cls: 2.2351, loss: 2.2351, grad_norm: 5.4925 2020-07-26 02:29:48,465 - mmaction - INFO - Epoch [13][960/3757] lr: 1.000e-02, eta: 6 days, 21:39:31, time: 1.692, data_time: 0.004, memory: 5170, top1_acc: 0.4305, top5_acc: 0.7047, loss_cls: 2.4276, loss: 2.4276, grad_norm: 5.6333 2020-07-26 02:30:23,376 - mmaction - INFO - Epoch [13][980/3757] lr: 1.000e-02, eta: 6 days, 21:38:46, time: 1.745, data_time: 0.010, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7281, loss_cls: 2.2775, loss: 2.2775, grad_norm: 5.4884 2020-07-26 02:30:59,749 - mmaction - INFO - Epoch [13][1000/3757] lr: 1.000e-02, eta: 6 days, 21:38:11, time: 1.820, data_time: 0.162, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7336, loss_cls: 2.2244, loss: 2.2244, grad_norm: 5.4326 2020-07-26 02:31:35,184 - mmaction - INFO - Epoch [13][1020/3757] lr: 1.000e-02, eta: 6 days, 21:37:30, time: 1.774, data_time: 0.025, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7156, loss_cls: 2.3194, loss: 2.3194, grad_norm: 5.6324 2020-07-26 02:32:11,124 - mmaction - INFO - Epoch [13][1040/3757] lr: 1.000e-02, eta: 6 days, 21:36:52, time: 1.797, data_time: 0.957, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7430, loss_cls: 2.2449, loss: 2.2449, grad_norm: 5.4681 2020-07-26 02:32:45,369 - mmaction - INFO - Epoch [13][1060/3757] lr: 1.000e-02, eta: 6 days, 21:36:02, time: 1.712, data_time: 0.785, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7180, loss_cls: 2.3154, loss: 2.3154, grad_norm: 5.6953 2020-07-26 02:33:20,520 - mmaction - INFO - Epoch [13][1080/3757] lr: 1.000e-02, eta: 6 days, 21:35:17, time: 1.750, data_time: 1.092, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7336, loss_cls: 2.2842, loss: 2.2842, grad_norm: 5.5699 2020-07-26 02:33:56,154 - mmaction - INFO - Epoch [13][1100/3757] lr: 1.000e-02, eta: 6 days, 21:34:38, time: 1.788, data_time: 0.990, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7242, loss_cls: 2.3468, loss: 2.3468, grad_norm: 5.5105 2020-07-26 02:34:32,724 - mmaction - INFO - Epoch [13][1120/3757] lr: 1.000e-02, eta: 6 days, 21:34:05, time: 1.830, data_time: 0.495, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7250, loss_cls: 2.2616, loss: 2.2616, grad_norm: 5.5139 2020-07-26 02:35:08,260 - mmaction - INFO - Epoch [13][1140/3757] lr: 1.000e-02, eta: 6 days, 21:33:24, time: 1.775, data_time: 0.104, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3158, loss: 2.3158, grad_norm: 5.6621 2020-07-26 02:35:39,115 - mmaction - INFO - Epoch [13][1160/3757] lr: 1.000e-02, eta: 6 days, 21:32:10, time: 1.543, data_time: 0.412, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6937, loss_cls: 2.4393, loss: 2.4393, grad_norm: 5.6426 2020-07-26 02:36:13,941 - mmaction - INFO - Epoch [13][1180/3757] lr: 1.000e-02, eta: 6 days, 21:31:23, time: 1.736, data_time: 0.077, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7148, loss_cls: 2.2815, loss: 2.2815, grad_norm: 5.5633 2020-07-26 02:36:50,001 - mmaction - INFO - Epoch [13][1200/3757] lr: 1.000e-02, eta: 6 days, 21:30:46, time: 1.800, data_time: 0.647, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7133, loss_cls: 2.3398, loss: 2.3398, grad_norm: 5.3861 2020-07-26 02:37:24,984 - mmaction - INFO - Epoch [13][1220/3757] lr: 1.000e-02, eta: 6 days, 21:30:02, time: 1.755, data_time: 1.131, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7258, loss_cls: 2.3289, loss: 2.3289, grad_norm: 5.4638 2020-07-26 02:37:57,231 - mmaction - INFO - Epoch [13][1240/3757] lr: 1.000e-02, eta: 6 days, 21:28:58, time: 1.614, data_time: 0.941, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7297, loss_cls: 2.2911, loss: 2.2911, grad_norm: 5.4403 2020-07-26 02:38:35,554 - mmaction - INFO - Epoch [13][1260/3757] lr: 1.000e-02, eta: 6 days, 21:28:37, time: 1.910, data_time: 1.105, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4315, loss: 2.4315, grad_norm: 5.7169 2020-07-26 02:39:10,313 - mmaction - INFO - Epoch [13][1280/3757] lr: 1.000e-02, eta: 6 days, 21:27:51, time: 1.744, data_time: 0.668, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7086, loss_cls: 2.3524, loss: 2.3524, grad_norm: 5.7410 2020-07-26 02:39:45,506 - mmaction - INFO - Epoch [13][1300/3757] lr: 1.000e-02, eta: 6 days, 21:27:07, time: 1.753, data_time: 0.009, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7055, loss_cls: 2.3989, loss: 2.3989, grad_norm: 5.5617 2020-07-26 02:40:19,547 - mmaction - INFO - Epoch [13][1320/3757] lr: 1.000e-02, eta: 6 days, 21:26:16, time: 1.704, data_time: 0.010, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7266, loss_cls: 2.2410, loss: 2.2410, grad_norm: 5.4584 2020-07-26 02:40:57,230 - mmaction - INFO - Epoch [13][1340/3757] lr: 1.000e-02, eta: 6 days, 21:25:52, time: 1.891, data_time: 0.205, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7102, loss_cls: 2.3438, loss: 2.3438, grad_norm: 5.6653 2020-07-26 02:41:30,290 - mmaction - INFO - Epoch [13][1360/3757] lr: 1.000e-02, eta: 6 days, 21:24:53, time: 1.648, data_time: 0.059, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7297, loss_cls: 2.3427, loss: 2.3427, grad_norm: 5.7367 2020-07-26 02:42:06,130 - mmaction - INFO - Epoch [13][1380/3757] lr: 1.000e-02, eta: 6 days, 21:24:15, time: 1.796, data_time: 0.009, memory: 5170, top1_acc: 0.4648, top5_acc: 0.6820, loss_cls: 2.4335, loss: 2.4335, grad_norm: 5.5360 2020-07-26 02:42:42,620 - mmaction - INFO - Epoch [13][1400/3757] lr: 1.000e-02, eta: 6 days, 21:23:40, time: 1.817, data_time: 0.008, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2603, loss: 2.2603, grad_norm: 5.4616 2020-07-26 02:43:20,362 - mmaction - INFO - Epoch [13][1420/3757] lr: 1.000e-02, eta: 6 days, 21:23:15, time: 1.890, data_time: 0.010, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7195, loss_cls: 2.2788, loss: 2.2788, grad_norm: 5.5189 2020-07-26 02:43:55,955 - mmaction - INFO - Epoch [13][1440/3757] lr: 1.000e-02, eta: 6 days, 21:22:36, time: 1.785, data_time: 0.008, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7273, loss_cls: 2.2352, loss: 2.2352, grad_norm: 5.5755 2020-07-26 02:44:28,018 - mmaction - INFO - Epoch [13][1460/3757] lr: 1.000e-02, eta: 6 days, 21:21:30, time: 1.602, data_time: 0.008, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7047, loss_cls: 2.3498, loss: 2.3498, grad_norm: 5.4686 2020-07-26 02:45:02,784 - mmaction - INFO - Epoch [13][1480/3757] lr: 1.000e-02, eta: 6 days, 21:20:44, time: 1.737, data_time: 0.009, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7242, loss_cls: 2.3012, loss: 2.3012, grad_norm: 5.5464 2020-07-26 02:45:39,778 - mmaction - INFO - Epoch [13][1500/3757] lr: 1.000e-02, eta: 6 days, 21:20:14, time: 1.852, data_time: 0.005, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7141, loss_cls: 2.3732, loss: 2.3732, grad_norm: 5.5672 2020-07-26 02:46:13,545 - mmaction - INFO - Epoch [13][1520/3757] lr: 1.000e-02, eta: 6 days, 21:19:20, time: 1.684, data_time: 0.008, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7164, loss_cls: 2.2704, loss: 2.2704, grad_norm: 5.4881 2020-07-26 02:46:49,554 - mmaction - INFO - Epoch [13][1540/3757] lr: 1.000e-02, eta: 6 days, 21:18:43, time: 1.803, data_time: 0.071, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7258, loss_cls: 2.3058, loss: 2.3058, grad_norm: 5.6052 2020-07-26 02:47:23,661 - mmaction - INFO - Epoch [13][1560/3757] lr: 1.000e-02, eta: 6 days, 21:17:53, time: 1.705, data_time: 1.078, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7141, loss_cls: 2.2692, loss: 2.2692, grad_norm: 5.4161 2020-07-26 02:47:58,472 - mmaction - INFO - Epoch [13][1580/3757] lr: 1.000e-02, eta: 6 days, 21:17:07, time: 1.741, data_time: 1.149, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7219, loss_cls: 2.2290, loss: 2.2290, grad_norm: 5.3454 2020-07-26 02:48:34,652 - mmaction - INFO - Epoch [13][1600/3757] lr: 1.000e-02, eta: 6 days, 21:16:30, time: 1.801, data_time: 0.538, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3561, loss: 2.3561, grad_norm: 5.6200 2020-07-26 02:49:08,579 - mmaction - INFO - Epoch [13][1620/3757] lr: 1.000e-02, eta: 6 days, 21:15:39, time: 1.703, data_time: 0.011, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7188, loss_cls: 2.2933, loss: 2.2933, grad_norm: 5.5241 2020-07-26 02:49:41,516 - mmaction - INFO - Epoch [13][1640/3757] lr: 1.000e-02, eta: 6 days, 21:14:39, time: 1.642, data_time: 0.448, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7180, loss_cls: 2.2390, loss: 2.2390, grad_norm: 5.4559 2020-07-26 02:50:21,050 - mmaction - INFO - Epoch [13][1660/3757] lr: 1.000e-02, eta: 6 days, 21:14:27, time: 1.978, data_time: 0.519, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7141, loss_cls: 2.3242, loss: 2.3242, grad_norm: 5.4316 2020-07-26 02:50:54,662 - mmaction - INFO - Epoch [13][1680/3757] lr: 1.000e-02, eta: 6 days, 21:13:33, time: 1.683, data_time: 0.009, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7227, loss_cls: 2.2975, loss: 2.2975, grad_norm: 5.6745 2020-07-26 02:51:31,188 - mmaction - INFO - Epoch [13][1700/3757] lr: 1.000e-02, eta: 6 days, 21:12:59, time: 1.827, data_time: 0.005, memory: 5170, top1_acc: 0.4727, top5_acc: 0.6906, loss_cls: 2.3572, loss: 2.3572, grad_norm: 5.5237 2020-07-26 02:52:05,426 - mmaction - INFO - Epoch [13][1720/3757] lr: 1.000e-02, eta: 6 days, 21:12:09, time: 1.706, data_time: 0.010, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7078, loss_cls: 2.3125, loss: 2.3125, grad_norm: 5.5729 2020-07-26 02:52:41,025 - mmaction - INFO - Epoch [13][1740/3757] lr: 1.000e-02, eta: 6 days, 21:11:30, time: 1.788, data_time: 0.010, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7188, loss_cls: 2.2932, loss: 2.2932, grad_norm: 5.5935 2020-07-26 02:53:15,525 - mmaction - INFO - Epoch [13][1760/3757] lr: 1.000e-02, eta: 6 days, 21:10:41, time: 1.719, data_time: 0.003, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7172, loss_cls: 2.3160, loss: 2.3160, grad_norm: 5.7477 2020-07-26 02:53:49,609 - mmaction - INFO - Epoch [13][1780/3757] lr: 1.000e-02, eta: 6 days, 21:09:51, time: 1.710, data_time: 0.267, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7055, loss_cls: 2.3707, loss: 2.3707, grad_norm: 5.5757 2020-07-26 02:54:28,742 - mmaction - INFO - Epoch [13][1800/3757] lr: 1.000e-02, eta: 6 days, 21:09:35, time: 1.949, data_time: 0.007, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7125, loss_cls: 2.2891, loss: 2.2891, grad_norm: 5.5714 2020-07-26 02:55:03,139 - mmaction - INFO - Epoch [13][1820/3757] lr: 1.000e-02, eta: 6 days, 21:08:47, time: 1.727, data_time: 0.058, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7125, loss_cls: 2.3688, loss: 2.3688, grad_norm: 5.5284 2020-07-26 02:55:40,346 - mmaction - INFO - Epoch [13][1840/3757] lr: 1.000e-02, eta: 6 days, 21:08:18, time: 1.858, data_time: 0.112, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7133, loss_cls: 2.3530, loss: 2.3530, grad_norm: 5.6147 2020-07-26 02:56:17,934 - mmaction - INFO - Epoch [13][1860/3757] lr: 1.000e-02, eta: 6 days, 21:07:52, time: 1.883, data_time: 0.008, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7188, loss_cls: 2.3239, loss: 2.3239, grad_norm: 5.5001 2020-07-26 02:56:51,788 - mmaction - INFO - Epoch [13][1880/3757] lr: 1.000e-02, eta: 6 days, 21:06:59, time: 1.684, data_time: 0.009, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7125, loss_cls: 2.2860, loss: 2.2860, grad_norm: 5.5172 2020-07-26 02:57:21,418 - mmaction - INFO - Epoch [13][1900/3757] lr: 1.000e-02, eta: 6 days, 21:05:38, time: 1.490, data_time: 0.012, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7297, loss_cls: 2.2435, loss: 2.2435, grad_norm: 5.6560 2020-07-26 02:57:58,926 - mmaction - INFO - Epoch [13][1920/3757] lr: 1.000e-02, eta: 6 days, 21:05:10, time: 1.866, data_time: 0.102, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7242, loss_cls: 2.3245, loss: 2.3245, grad_norm: 5.5873 2020-07-26 02:58:33,845 - mmaction - INFO - Epoch [13][1940/3757] lr: 1.000e-02, eta: 6 days, 21:04:27, time: 1.756, data_time: 0.012, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7305, loss_cls: 2.2663, loss: 2.2663, grad_norm: 5.7369 2020-07-26 02:59:08,271 - mmaction - INFO - Epoch [13][1960/3757] lr: 1.000e-02, eta: 6 days, 21:03:38, time: 1.717, data_time: 0.006, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.2246, loss: 2.2246, grad_norm: 5.4766 2020-07-26 02:59:43,885 - mmaction - INFO - Epoch [13][1980/3757] lr: 1.000e-02, eta: 6 days, 21:02:58, time: 1.785, data_time: 0.051, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7227, loss_cls: 2.3620, loss: 2.3620, grad_norm: 5.6254 2020-07-26 03:00:20,775 - mmaction - INFO - Epoch [13][2000/3757] lr: 1.000e-02, eta: 6 days, 21:02:26, time: 1.836, data_time: 0.015, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6813, loss_cls: 2.4706, loss: 2.4706, grad_norm: 5.7214 2020-07-26 03:00:55,517 - mmaction - INFO - Epoch [13][2020/3757] lr: 1.000e-02, eta: 6 days, 21:01:41, time: 1.744, data_time: 0.016, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.4488, loss: 2.4488, grad_norm: 5.5792 2020-07-26 03:01:29,725 - mmaction - INFO - Epoch [13][2040/3757] lr: 1.000e-02, eta: 6 days, 21:00:50, time: 1.704, data_time: 0.008, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7094, loss_cls: 2.3348, loss: 2.3348, grad_norm: 5.4555 2020-07-26 03:02:04,629 - mmaction - INFO - Epoch [13][2060/3757] lr: 1.000e-02, eta: 6 days, 21:00:06, time: 1.745, data_time: 0.009, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6992, loss_cls: 2.3335, loss: 2.3335, grad_norm: 5.4269 2020-07-26 03:02:39,510 - mmaction - INFO - Epoch [13][2080/3757] lr: 1.000e-02, eta: 6 days, 20:59:20, time: 1.742, data_time: 0.011, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7320, loss_cls: 2.2845, loss: 2.2845, grad_norm: 5.6323 2020-07-26 03:03:15,034 - mmaction - INFO - Epoch [13][2100/3757] lr: 1.000e-02, eta: 6 days, 20:58:40, time: 1.781, data_time: 0.012, memory: 5170, top1_acc: 0.4633, top5_acc: 0.6852, loss_cls: 2.4301, loss: 2.4301, grad_norm: 5.4944 2020-07-26 03:03:51,834 - mmaction - INFO - Epoch [13][2120/3757] lr: 1.000e-02, eta: 6 days, 20:58:09, time: 1.842, data_time: 0.009, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7375, loss_cls: 2.1970, loss: 2.1970, grad_norm: 5.2990 2020-07-26 03:04:22,143 - mmaction - INFO - Epoch [13][2140/3757] lr: 1.000e-02, eta: 6 days, 20:56:51, time: 1.509, data_time: 0.008, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7188, loss_cls: 2.3370, loss: 2.3370, grad_norm: 5.5875 2020-07-26 03:05:01,953 - mmaction - INFO - Epoch [13][2160/3757] lr: 1.000e-02, eta: 6 days, 20:56:41, time: 1.998, data_time: 0.020, memory: 5170, top1_acc: 0.4617, top5_acc: 0.6984, loss_cls: 2.4056, loss: 2.4056, grad_norm: 5.4973 2020-07-26 03:05:34,386 - mmaction - INFO - Epoch [13][2180/3757] lr: 1.000e-02, eta: 6 days, 20:55:39, time: 1.621, data_time: 0.009, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6719, loss_cls: 2.4551, loss: 2.4551, grad_norm: 5.5670 2020-07-26 03:06:12,448 - mmaction - INFO - Epoch [13][2200/3757] lr: 1.000e-02, eta: 6 days, 20:55:16, time: 1.900, data_time: 0.033, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.3573, loss: 2.3573, grad_norm: 5.4713 2020-07-26 03:06:45,220 - mmaction - INFO - Epoch [13][2220/3757] lr: 1.000e-02, eta: 6 days, 20:54:16, time: 1.639, data_time: 0.009, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7031, loss_cls: 2.3653, loss: 2.3653, grad_norm: 5.6061 2020-07-26 03:07:23,844 - mmaction - INFO - Epoch [13][2240/3757] lr: 1.000e-02, eta: 6 days, 20:53:58, time: 1.935, data_time: 0.012, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7008, loss_cls: 2.3543, loss: 2.3543, grad_norm: 5.5495 2020-07-26 03:07:56,160 - mmaction - INFO - Epoch [13][2260/3757] lr: 1.000e-02, eta: 6 days, 20:52:55, time: 1.616, data_time: 0.002, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7227, loss_cls: 2.3478, loss: 2.3478, grad_norm: 5.4655 2020-07-26 03:08:30,925 - mmaction - INFO - Epoch [13][2280/3757] lr: 1.000e-02, eta: 6 days, 20:52:08, time: 1.730, data_time: 0.131, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7406, loss_cls: 2.2461, loss: 2.2461, grad_norm: 5.5473 2020-07-26 03:09:04,294 - mmaction - INFO - Epoch [13][2300/3757] lr: 1.000e-02, eta: 6 days, 20:51:14, time: 1.676, data_time: 0.010, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.3220, loss: 2.3220, grad_norm: 5.5486 2020-07-26 03:09:42,220 - mmaction - INFO - Epoch [13][2320/3757] lr: 1.000e-02, eta: 6 days, 20:50:50, time: 1.894, data_time: 0.008, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7070, loss_cls: 2.3435, loss: 2.3435, grad_norm: 5.6135 2020-07-26 03:10:13,545 - mmaction - INFO - Epoch [13][2340/3757] lr: 1.000e-02, eta: 6 days, 20:49:40, time: 1.568, data_time: 0.008, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7227, loss_cls: 2.3506, loss: 2.3506, grad_norm: 5.4424 2020-07-26 03:10:51,686 - mmaction - INFO - Epoch [13][2360/3757] lr: 1.000e-02, eta: 6 days, 20:49:18, time: 1.907, data_time: 0.003, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7148, loss_cls: 2.3153, loss: 2.3153, grad_norm: 5.4601 2020-07-26 03:11:23,699 - mmaction - INFO - Epoch [13][2380/3757] lr: 1.000e-02, eta: 6 days, 20:48:12, time: 1.594, data_time: 0.009, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7086, loss_cls: 2.3516, loss: 2.3516, grad_norm: 5.4479 2020-07-26 03:11:58,658 - mmaction - INFO - Epoch [13][2400/3757] lr: 1.000e-02, eta: 6 days, 20:47:28, time: 1.749, data_time: 0.034, memory: 5170, top1_acc: 0.4570, top5_acc: 0.6953, loss_cls: 2.3709, loss: 2.3709, grad_norm: 5.4148 2020-07-26 03:12:34,399 - mmaction - INFO - Epoch [13][2420/3757] lr: 1.000e-02, eta: 6 days, 20:46:50, time: 1.794, data_time: 0.026, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7211, loss_cls: 2.2735, loss: 2.2735, grad_norm: 5.4375 2020-07-26 03:13:07,786 - mmaction - INFO - Epoch [13][2440/3757] lr: 1.000e-02, eta: 6 days, 20:45:54, time: 1.668, data_time: 0.012, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6953, loss_cls: 2.3841, loss: 2.3841, grad_norm: 5.6021 2020-07-26 03:13:40,944 - mmaction - INFO - Epoch [13][2460/3757] lr: 1.000e-02, eta: 6 days, 20:44:58, time: 1.658, data_time: 0.003, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7086, loss_cls: 2.3778, loss: 2.3778, grad_norm: 5.6492 2020-07-26 03:14:17,503 - mmaction - INFO - Epoch [13][2480/3757] lr: 1.000e-02, eta: 6 days, 20:44:24, time: 1.827, data_time: 0.008, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6984, loss_cls: 2.3879, loss: 2.3879, grad_norm: 5.6671 2020-07-26 03:14:54,319 - mmaction - INFO - Epoch [13][2500/3757] lr: 1.000e-02, eta: 6 days, 20:43:53, time: 1.843, data_time: 0.005, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7305, loss_cls: 2.2822, loss: 2.2822, grad_norm: 5.6392 2020-07-26 03:15:30,606 - mmaction - INFO - Epoch [13][2520/3757] lr: 1.000e-02, eta: 6 days, 20:43:17, time: 1.810, data_time: 0.007, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7172, loss_cls: 2.3225, loss: 2.3225, grad_norm: 5.6046 2020-07-26 03:16:03,569 - mmaction - INFO - Epoch [13][2540/3757] lr: 1.000e-02, eta: 6 days, 20:42:19, time: 1.645, data_time: 0.008, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7289, loss_cls: 2.2239, loss: 2.2239, grad_norm: 5.4996 2020-07-26 03:16:39,387 - mmaction - INFO - Epoch [13][2560/3757] lr: 1.000e-02, eta: 6 days, 20:41:41, time: 1.798, data_time: 0.010, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7156, loss_cls: 2.2799, loss: 2.2799, grad_norm: 5.3762 2020-07-26 03:17:17,116 - mmaction - INFO - Epoch [13][2580/3757] lr: 1.000e-02, eta: 6 days, 20:41:15, time: 1.877, data_time: 0.008, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7219, loss_cls: 2.3843, loss: 2.3843, grad_norm: 5.5940 2020-07-26 03:17:49,629 - mmaction - INFO - Epoch [13][2600/3757] lr: 1.000e-02, eta: 6 days, 20:40:15, time: 1.635, data_time: 0.012, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7141, loss_cls: 2.3434, loss: 2.3434, grad_norm: 5.5662 2020-07-26 03:18:24,590 - mmaction - INFO - Epoch [13][2620/3757] lr: 1.000e-02, eta: 6 days, 20:39:30, time: 1.742, data_time: 0.007, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7336, loss_cls: 2.2976, loss: 2.2976, grad_norm: 5.6474 2020-07-26 03:19:01,912 - mmaction - INFO - Epoch [13][2640/3757] lr: 1.000e-02, eta: 6 days, 20:39:02, time: 1.871, data_time: 0.010, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7312, loss_cls: 2.2517, loss: 2.2517, grad_norm: 5.5581 2020-07-26 03:19:37,239 - mmaction - INFO - Epoch [13][2660/3757] lr: 1.000e-02, eta: 6 days, 20:38:21, time: 1.766, data_time: 0.034, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7047, loss_cls: 2.3636, loss: 2.3636, grad_norm: 5.5939 2020-07-26 03:20:11,886 - mmaction - INFO - Epoch [13][2680/3757] lr: 1.000e-02, eta: 6 days, 20:37:34, time: 1.733, data_time: 0.023, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7258, loss_cls: 2.2938, loss: 2.2938, grad_norm: 5.4783 2020-07-26 03:20:47,075 - mmaction - INFO - Epoch [13][2700/3757] lr: 1.000e-02, eta: 6 days, 20:36:51, time: 1.758, data_time: 0.195, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7211, loss_cls: 2.2746, loss: 2.2746, grad_norm: 5.4656 2020-07-26 03:21:18,473 - mmaction - INFO - Epoch [13][2720/3757] lr: 1.000e-02, eta: 6 days, 20:35:42, time: 1.562, data_time: 0.189, memory: 5170, top1_acc: 0.4633, top5_acc: 0.6977, loss_cls: 2.3654, loss: 2.3654, grad_norm: 5.5052 2020-07-26 03:21:52,299 - mmaction - INFO - Epoch [13][2740/3757] lr: 1.000e-02, eta: 6 days, 20:34:51, time: 1.699, data_time: 0.588, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7383, loss_cls: 2.2308, loss: 2.2308, grad_norm: 5.1937 2020-07-26 03:22:29,757 - mmaction - INFO - Epoch [13][2760/3757] lr: 1.000e-02, eta: 6 days, 20:34:24, time: 1.872, data_time: 1.292, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7102, loss_cls: 2.3761, loss: 2.3761, grad_norm: 5.3704 2020-07-26 03:23:05,086 - mmaction - INFO - Epoch [13][2780/3757] lr: 1.000e-02, eta: 6 days, 20:33:42, time: 1.768, data_time: 1.193, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6937, loss_cls: 2.4404, loss: 2.4404, grad_norm: 5.6186 2020-07-26 03:23:41,931 - mmaction - INFO - Epoch [13][2800/3757] lr: 1.000e-02, eta: 6 days, 20:33:10, time: 1.839, data_time: 1.260, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7391, loss_cls: 2.2831, loss: 2.2831, grad_norm: 5.3703 2020-07-26 03:24:16,164 - mmaction - INFO - Epoch [13][2820/3757] lr: 1.000e-02, eta: 6 days, 20:32:21, time: 1.714, data_time: 1.128, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7055, loss_cls: 2.4305, loss: 2.4305, grad_norm: 5.6122 2020-07-26 03:24:51,861 - mmaction - INFO - Epoch [13][2840/3757] lr: 1.000e-02, eta: 6 days, 20:31:41, time: 1.779, data_time: 1.040, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7336, loss_cls: 2.2629, loss: 2.2629, grad_norm: 5.4271 2020-07-26 03:25:26,098 - mmaction - INFO - Epoch [13][2860/3757] lr: 1.000e-02, eta: 6 days, 20:30:53, time: 1.714, data_time: 0.960, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7109, loss_cls: 2.2718, loss: 2.2718, grad_norm: 5.4432 2020-07-26 03:26:01,688 - mmaction - INFO - Epoch [13][2880/3757] lr: 1.000e-02, eta: 6 days, 20:30:13, time: 1.783, data_time: 1.166, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7078, loss_cls: 2.3312, loss: 2.3312, grad_norm: 5.5018 2020-07-26 03:26:37,147 - mmaction - INFO - Epoch [13][2900/3757] lr: 1.000e-02, eta: 6 days, 20:29:32, time: 1.768, data_time: 1.085, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6914, loss_cls: 2.4197, loss: 2.4197, grad_norm: 5.4322 2020-07-26 03:27:12,437 - mmaction - INFO - Epoch [13][2920/3757] lr: 1.000e-02, eta: 6 days, 20:28:50, time: 1.768, data_time: 0.562, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7219, loss_cls: 2.3207, loss: 2.3207, grad_norm: 5.5838 2020-07-26 03:27:46,654 - mmaction - INFO - Epoch [13][2940/3757] lr: 1.000e-02, eta: 6 days, 20:28:01, time: 1.707, data_time: 0.008, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7289, loss_cls: 2.2417, loss: 2.2417, grad_norm: 5.4767 2020-07-26 03:28:20,594 - mmaction - INFO - Epoch [13][2960/3757] lr: 1.000e-02, eta: 6 days, 20:27:10, time: 1.702, data_time: 0.014, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7398, loss_cls: 2.1940, loss: 2.1940, grad_norm: 5.3228 2020-07-26 03:28:58,747 - mmaction - INFO - Epoch [13][2980/3757] lr: 1.000e-02, eta: 6 days, 20:26:47, time: 1.902, data_time: 0.013, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7016, loss_cls: 2.3373, loss: 2.3373, grad_norm: 5.4870 2020-07-26 03:29:34,049 - mmaction - INFO - Epoch [13][3000/3757] lr: 1.000e-02, eta: 6 days, 20:26:06, time: 1.770, data_time: 0.009, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6969, loss_cls: 2.4014, loss: 2.4014, grad_norm: 5.5562 2020-07-26 03:30:10,159 - mmaction - INFO - Epoch [13][3020/3757] lr: 1.000e-02, eta: 6 days, 20:25:30, time: 1.807, data_time: 0.006, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6977, loss_cls: 2.4195, loss: 2.4195, grad_norm: 5.5053 2020-07-26 03:30:45,384 - mmaction - INFO - Epoch [13][3040/3757] lr: 1.000e-02, eta: 6 days, 20:24:47, time: 1.759, data_time: 0.002, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7273, loss_cls: 2.2733, loss: 2.2733, grad_norm: 5.4112 2020-07-26 03:31:19,544 - mmaction - INFO - Epoch [13][3060/3757] lr: 1.000e-02, eta: 6 days, 20:23:57, time: 1.707, data_time: 0.009, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7266, loss_cls: 2.2884, loss: 2.2884, grad_norm: 5.4774 2020-07-26 03:31:55,338 - mmaction - INFO - Epoch [13][3080/3757] lr: 1.000e-02, eta: 6 days, 20:23:19, time: 1.790, data_time: 0.008, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7070, loss_cls: 2.3457, loss: 2.3457, grad_norm: 5.5909 2020-07-26 03:32:26,918 - mmaction - INFO - Epoch [13][3100/3757] lr: 1.000e-02, eta: 6 days, 20:22:12, time: 1.580, data_time: 0.011, memory: 5170, top1_acc: 0.4664, top5_acc: 0.6992, loss_cls: 2.3171, loss: 2.3171, grad_norm: 5.5120 2020-07-26 03:33:04,894 - mmaction - INFO - Epoch [13][3120/3757] lr: 1.000e-02, eta: 6 days, 20:21:48, time: 1.897, data_time: 0.063, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7164, loss_cls: 2.2729, loss: 2.2729, grad_norm: 5.4563 2020-07-26 03:33:38,750 - mmaction - INFO - Epoch [13][3140/3757] lr: 1.000e-02, eta: 6 days, 20:20:57, time: 1.696, data_time: 0.006, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7406, loss_cls: 2.2036, loss: 2.2036, grad_norm: 5.4350 2020-07-26 03:34:11,077 - mmaction - INFO - Epoch [13][3160/3757] lr: 1.000e-02, eta: 6 days, 20:19:55, time: 1.617, data_time: 0.407, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7203, loss_cls: 2.3250, loss: 2.3250, grad_norm: 5.5138 2020-07-26 03:34:44,374 - mmaction - INFO - Epoch [13][3180/3757] lr: 1.000e-02, eta: 6 days, 20:18:59, time: 1.661, data_time: 1.073, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7461, loss_cls: 2.1674, loss: 2.1674, grad_norm: 5.4866 2020-07-26 03:35:21,074 - mmaction - INFO - Epoch [13][3200/3757] lr: 1.000e-02, eta: 6 days, 20:18:27, time: 1.834, data_time: 1.201, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7172, loss_cls: 2.3414, loss: 2.3414, grad_norm: 5.4771 2020-07-26 03:35:58,903 - mmaction - INFO - Epoch [13][3220/3757] lr: 1.000e-02, eta: 6 days, 20:18:02, time: 1.896, data_time: 0.089, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7148, loss_cls: 2.3143, loss: 2.3143, grad_norm: 5.5459 2020-07-26 03:36:32,886 - mmaction - INFO - Epoch [13][3240/3757] lr: 1.000e-02, eta: 6 days, 20:17:11, time: 1.692, data_time: 0.010, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6992, loss_cls: 2.4106, loss: 2.4106, grad_norm: 5.7127 2020-07-26 03:37:05,750 - mmaction - INFO - Epoch [13][3260/3757] lr: 1.000e-02, eta: 6 days, 20:16:13, time: 1.649, data_time: 0.010, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7211, loss_cls: 2.2952, loss: 2.2952, grad_norm: 5.5463 2020-07-26 03:37:41,583 - mmaction - INFO - Epoch [13][3280/3757] lr: 1.000e-02, eta: 6 days, 20:15:35, time: 1.787, data_time: 0.010, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7164, loss_cls: 2.3075, loss: 2.3075, grad_norm: 5.4200 2020-07-26 03:38:13,274 - mmaction - INFO - Epoch [13][3300/3757] lr: 1.000e-02, eta: 6 days, 20:14:29, time: 1.590, data_time: 0.559, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7297, loss_cls: 2.2356, loss: 2.2356, grad_norm: 5.4259 2020-07-26 03:38:52,175 - mmaction - INFO - Epoch [13][3320/3757] lr: 1.000e-02, eta: 6 days, 20:14:11, time: 1.940, data_time: 0.644, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7312, loss_cls: 2.2945, loss: 2.2945, grad_norm: 5.2819 2020-07-26 03:39:26,711 - mmaction - INFO - Epoch [13][3340/3757] lr: 1.000e-02, eta: 6 days, 20:13:24, time: 1.726, data_time: 0.008, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7016, loss_cls: 2.3743, loss: 2.3743, grad_norm: 5.4973 2020-07-26 03:40:00,098 - mmaction - INFO - Epoch [13][3360/3757] lr: 1.000e-02, eta: 6 days, 20:12:30, time: 1.675, data_time: 0.008, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7180, loss_cls: 2.3486, loss: 2.3486, grad_norm: 5.4259 2020-07-26 03:40:36,078 - mmaction - INFO - Epoch [13][3380/3757] lr: 1.000e-02, eta: 6 days, 20:11:53, time: 1.794, data_time: 0.008, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7297, loss_cls: 2.2398, loss: 2.2398, grad_norm: 5.4550 2020-07-26 03:41:08,726 - mmaction - INFO - Epoch [13][3400/3757] lr: 1.000e-02, eta: 6 days, 20:10:54, time: 1.637, data_time: 0.010, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.3722, loss: 2.3722, grad_norm: 5.5887 2020-07-26 03:41:48,635 - mmaction - INFO - Epoch [13][3420/3757] lr: 1.000e-02, eta: 6 days, 20:10:42, time: 1.986, data_time: 0.197, memory: 5170, top1_acc: 0.4391, top5_acc: 0.7063, loss_cls: 2.3706, loss: 2.3706, grad_norm: 5.5916 2020-07-26 03:42:21,284 - mmaction - INFO - Epoch [13][3440/3757] lr: 1.000e-02, eta: 6 days, 20:09:43, time: 1.640, data_time: 0.916, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7336, loss_cls: 2.2266, loss: 2.2266, grad_norm: 5.4460 2020-07-26 03:42:54,947 - mmaction - INFO - Epoch [13][3460/3757] lr: 1.000e-02, eta: 6 days, 20:08:51, time: 1.684, data_time: 1.004, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7133, loss_cls: 2.3122, loss: 2.3122, grad_norm: 5.5666 2020-07-26 03:43:30,798 - mmaction - INFO - Epoch [13][3480/3757] lr: 1.000e-02, eta: 6 days, 20:08:13, time: 1.793, data_time: 0.874, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7273, loss_cls: 2.2948, loss: 2.2948, grad_norm: 5.4728 2020-07-26 03:44:05,663 - mmaction - INFO - Epoch [13][3500/3757] lr: 1.000e-02, eta: 6 days, 20:07:28, time: 1.739, data_time: 0.253, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7195, loss_cls: 2.3516, loss: 2.3516, grad_norm: 5.4878 2020-07-26 03:44:42,530 - mmaction - INFO - Epoch [13][3520/3757] lr: 1.000e-02, eta: 6 days, 20:06:57, time: 1.847, data_time: 0.009, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7117, loss_cls: 2.3454, loss: 2.3454, grad_norm: 5.5318 2020-07-26 03:45:16,129 - mmaction - INFO - Epoch [13][3540/3757] lr: 1.000e-02, eta: 6 days, 20:06:03, time: 1.676, data_time: 0.009, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7055, loss_cls: 2.3787, loss: 2.3787, grad_norm: 5.4303 2020-07-26 03:45:50,006 - mmaction - INFO - Epoch [13][3560/3757] lr: 1.000e-02, eta: 6 days, 20:05:13, time: 1.699, data_time: 0.009, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7031, loss_cls: 2.3748, loss: 2.3748, grad_norm: 5.4867 2020-07-26 03:46:27,984 - mmaction - INFO - Epoch [13][3580/3757] lr: 1.000e-02, eta: 6 days, 20:04:48, time: 1.892, data_time: 0.008, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7070, loss_cls: 2.3942, loss: 2.3942, grad_norm: 5.6520 2020-07-26 03:47:00,703 - mmaction - INFO - Epoch [13][3600/3757] lr: 1.000e-02, eta: 6 days, 20:03:50, time: 1.642, data_time: 0.009, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7039, loss_cls: 2.3443, loss: 2.3443, grad_norm: 5.5472 2020-07-26 03:47:37,099 - mmaction - INFO - Epoch [13][3620/3757] lr: 1.000e-02, eta: 6 days, 20:03:15, time: 1.814, data_time: 0.008, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7070, loss_cls: 2.3486, loss: 2.3486, grad_norm: 5.4913 2020-07-26 03:48:10,124 - mmaction - INFO - Epoch [13][3640/3757] lr: 1.000e-02, eta: 6 days, 20:02:19, time: 1.656, data_time: 0.018, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7266, loss_cls: 2.2942, loss: 2.2942, grad_norm: 5.6188 2020-07-26 03:48:47,315 - mmaction - INFO - Epoch [13][3660/3757] lr: 1.000e-02, eta: 6 days, 20:01:50, time: 1.860, data_time: 0.008, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7305, loss_cls: 2.2733, loss: 2.2733, grad_norm: 5.5218 2020-07-26 03:49:20,848 - mmaction - INFO - Epoch [13][3680/3757] lr: 1.000e-02, eta: 6 days, 20:00:56, time: 1.677, data_time: 0.003, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7094, loss_cls: 2.3770, loss: 2.3770, grad_norm: 5.4979 2020-07-26 03:49:53,993 - mmaction - INFO - Epoch [13][3700/3757] lr: 1.000e-02, eta: 6 days, 19:59:59, time: 1.651, data_time: 0.008, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7086, loss_cls: 2.3441, loss: 2.3441, grad_norm: 5.5831 2020-07-26 03:50:30,987 - mmaction - INFO - Epoch [13][3720/3757] lr: 1.000e-02, eta: 6 days, 19:59:30, time: 1.855, data_time: 0.010, memory: 5170, top1_acc: 0.4703, top5_acc: 0.6883, loss_cls: 2.4461, loss: 2.4461, grad_norm: 5.4991 2020-07-26 03:51:08,430 - mmaction - INFO - Epoch [13][3740/3757] lr: 1.000e-02, eta: 6 days, 19:59:02, time: 1.865, data_time: 0.009, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7211, loss_cls: 2.2867, loss: 2.2867, grad_norm: 5.4600 2020-07-26 03:51:29,442 - mmaction - INFO - Saving checkpoint at 13 epochs 2020-07-26 03:52:21,802 - mmaction - INFO - Epoch [14][20/3757] lr: 1.000e-02, eta: 6 days, 19:56:08, time: 2.544, data_time: 0.998, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7141, loss_cls: 2.2402, loss: 2.2402, grad_norm: 5.3773 2020-07-26 03:52:57,798 - mmaction - INFO - Epoch [14][40/3757] lr: 1.000e-02, eta: 6 days, 19:55:31, time: 1.800, data_time: 0.003, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7266, loss_cls: 2.2395, loss: 2.2395, grad_norm: 5.3421 2020-07-26 03:53:33,722 - mmaction - INFO - Epoch [14][60/3757] lr: 1.000e-02, eta: 6 days, 19:54:53, time: 1.793, data_time: 0.009, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7047, loss_cls: 2.3762, loss: 2.3762, grad_norm: 5.5705 2020-07-26 03:54:05,587 - mmaction - INFO - Epoch [14][80/3757] lr: 1.000e-02, eta: 6 days, 19:53:49, time: 1.597, data_time: 0.010, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7023, loss_cls: 2.3358, loss: 2.3358, grad_norm: 5.4103 2020-07-26 03:54:40,843 - mmaction - INFO - Epoch [14][100/3757] lr: 1.000e-02, eta: 6 days, 19:53:07, time: 1.756, data_time: 0.008, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7219, loss_cls: 2.3248, loss: 2.3248, grad_norm: 5.4305 2020-07-26 03:55:16,767 - mmaction - INFO - Epoch [14][120/3757] lr: 1.000e-02, eta: 6 days, 19:52:29, time: 1.798, data_time: 0.010, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7391, loss_cls: 2.2157, loss: 2.2157, grad_norm: 5.3485 2020-07-26 03:55:52,201 - mmaction - INFO - Epoch [14][140/3757] lr: 1.000e-02, eta: 6 days, 19:51:50, time: 1.777, data_time: 0.010, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7234, loss_cls: 2.3043, loss: 2.3043, grad_norm: 5.6131 2020-07-26 03:56:26,345 - mmaction - INFO - Epoch [14][160/3757] lr: 1.000e-02, eta: 6 days, 19:51:00, time: 1.707, data_time: 0.007, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7086, loss_cls: 2.3441, loss: 2.3441, grad_norm: 5.6933 2020-07-26 03:57:01,252 - mmaction - INFO - Epoch [14][180/3757] lr: 1.000e-02, eta: 6 days, 19:50:16, time: 1.742, data_time: 0.002, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7289, loss_cls: 2.2842, loss: 2.2842, grad_norm: 5.4894 2020-07-26 03:57:38,524 - mmaction - INFO - Epoch [14][200/3757] lr: 1.000e-02, eta: 6 days, 19:49:47, time: 1.861, data_time: 0.005, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7281, loss_cls: 2.2988, loss: 2.2988, grad_norm: 5.5266 2020-07-26 03:58:14,215 - mmaction - INFO - Epoch [14][220/3757] lr: 1.000e-02, eta: 6 days, 19:49:09, time: 1.789, data_time: 0.008, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7391, loss_cls: 2.2267, loss: 2.2267, grad_norm: 5.5595 2020-07-26 03:58:50,217 - mmaction - INFO - Epoch [14][240/3757] lr: 1.000e-02, eta: 6 days, 19:48:32, time: 1.799, data_time: 0.010, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7344, loss_cls: 2.2684, loss: 2.2684, grad_norm: 5.5420 2020-07-26 03:59:24,907 - mmaction - INFO - Epoch [14][260/3757] lr: 1.000e-02, eta: 6 days, 19:47:46, time: 1.737, data_time: 0.008, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7195, loss_cls: 2.2821, loss: 2.2821, grad_norm: 5.5301 2020-07-26 03:59:59,826 - mmaction - INFO - Epoch [14][280/3757] lr: 1.000e-02, eta: 6 days, 19:47:02, time: 1.742, data_time: 0.009, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7398, loss_cls: 2.2208, loss: 2.2208, grad_norm: 5.7562 2020-07-26 04:00:34,284 - mmaction - INFO - Epoch [14][300/3757] lr: 1.000e-02, eta: 6 days, 19:46:13, time: 1.712, data_time: 0.032, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7125, loss_cls: 2.3385, loss: 2.3385, grad_norm: 5.5074 2020-07-26 04:01:08,977 - mmaction - INFO - Epoch [14][320/3757] lr: 1.000e-02, eta: 6 days, 19:45:30, time: 1.750, data_time: 0.037, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6984, loss_cls: 2.4251, loss: 2.4251, grad_norm: 5.6510 2020-07-26 04:01:44,940 - mmaction - INFO - Epoch [14][340/3757] lr: 1.000e-02, eta: 6 days, 19:44:52, time: 1.793, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7195, loss_cls: 2.2259, loss: 2.2259, grad_norm: 5.3940 2020-07-26 04:02:20,614 - mmaction - INFO - Epoch [14][360/3757] lr: 1.000e-02, eta: 6 days, 19:44:13, time: 1.783, data_time: 0.009, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7117, loss_cls: 2.3160, loss: 2.3160, grad_norm: 5.5823 2020-07-26 04:02:54,255 - mmaction - INFO - Epoch [14][380/3757] lr: 1.000e-02, eta: 6 days, 19:43:21, time: 1.686, data_time: 0.177, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7258, loss_cls: 2.2402, loss: 2.2402, grad_norm: 5.2972 2020-07-26 04:03:30,414 - mmaction - INFO - Epoch [14][400/3757] lr: 1.000e-02, eta: 6 days, 19:42:45, time: 1.806, data_time: 0.315, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7359, loss_cls: 2.1914, loss: 2.1914, grad_norm: 5.3157 2020-07-26 04:04:06,296 - mmaction - INFO - Epoch [14][420/3757] lr: 1.000e-02, eta: 6 days, 19:42:08, time: 1.797, data_time: 0.040, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7195, loss_cls: 2.2621, loss: 2.2621, grad_norm: 5.5165 2020-07-26 04:04:39,636 - mmaction - INFO - Epoch [14][440/3757] lr: 1.000e-02, eta: 6 days, 19:41:12, time: 1.659, data_time: 0.063, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7141, loss_cls: 2.2655, loss: 2.2655, grad_norm: 5.6262 2020-07-26 04:05:17,609 - mmaction - INFO - Epoch [14][460/3757] lr: 1.000e-02, eta: 6 days, 19:40:49, time: 1.902, data_time: 0.113, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7188, loss_cls: 2.2797, loss: 2.2797, grad_norm: 5.5198 2020-07-26 04:05:54,210 - mmaction - INFO - Epoch [14][480/3757] lr: 1.000e-02, eta: 6 days, 19:40:16, time: 1.831, data_time: 0.011, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7250, loss_cls: 2.3216, loss: 2.3216, grad_norm: 5.5241 2020-07-26 04:06:26,889 - mmaction - INFO - Epoch [14][500/3757] lr: 1.000e-02, eta: 6 days, 19:39:18, time: 1.638, data_time: 0.520, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7258, loss_cls: 2.2369, loss: 2.2369, grad_norm: 5.4339 2020-07-26 04:07:00,942 - mmaction - INFO - Epoch [14][520/3757] lr: 1.000e-02, eta: 6 days, 19:38:29, time: 1.702, data_time: 0.571, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7266, loss_cls: 2.2961, loss: 2.2961, grad_norm: 5.5390 2020-07-26 04:07:38,399 - mmaction - INFO - Epoch [14][540/3757] lr: 1.000e-02, eta: 6 days, 19:38:00, time: 1.863, data_time: 0.007, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.2285, loss: 2.2285, grad_norm: 5.4578 2020-07-26 04:08:09,681 - mmaction - INFO - Epoch [14][560/3757] lr: 1.000e-02, eta: 6 days, 19:36:53, time: 1.574, data_time: 0.013, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7094, loss_cls: 2.3287, loss: 2.3287, grad_norm: 5.5030 2020-07-26 04:08:46,973 - mmaction - INFO - Epoch [14][580/3757] lr: 1.000e-02, eta: 6 days, 19:36:24, time: 1.853, data_time: 0.342, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7344, loss_cls: 2.1785, loss: 2.1785, grad_norm: 5.3901 2020-07-26 04:09:22,294 - mmaction - INFO - Epoch [14][600/3757] lr: 1.000e-02, eta: 6 days, 19:35:44, time: 1.776, data_time: 0.643, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.1785, loss: 2.1785, grad_norm: 5.4817 2020-07-26 04:09:58,364 - mmaction - INFO - Epoch [14][620/3757] lr: 1.000e-02, eta: 6 days, 19:35:07, time: 1.805, data_time: 0.010, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7297, loss_cls: 2.2786, loss: 2.2786, grad_norm: 5.5029 2020-07-26 04:10:35,158 - mmaction - INFO - Epoch [14][640/3757] lr: 1.000e-02, eta: 6 days, 19:34:36, time: 1.840, data_time: 0.009, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7398, loss_cls: 2.1944, loss: 2.1944, grad_norm: 5.4258 2020-07-26 04:11:08,670 - mmaction - INFO - Epoch [14][660/3757] lr: 1.000e-02, eta: 6 days, 19:33:43, time: 1.676, data_time: 0.004, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.2285, loss: 2.2285, grad_norm: 5.4520 2020-07-26 04:11:43,763 - mmaction - INFO - Epoch [14][680/3757] lr: 1.000e-02, eta: 6 days, 19:33:00, time: 1.752, data_time: 0.008, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7414, loss_cls: 2.2098, loss: 2.2098, grad_norm: 5.3079 2020-07-26 04:12:17,566 - mmaction - INFO - Epoch [14][700/3757] lr: 1.000e-02, eta: 6 days, 19:32:08, time: 1.690, data_time: 0.007, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7297, loss_cls: 2.2736, loss: 2.2736, grad_norm: 5.4886 2020-07-26 04:12:55,113 - mmaction - INFO - Epoch [14][720/3757] lr: 1.000e-02, eta: 6 days, 19:31:41, time: 1.873, data_time: 0.008, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7258, loss_cls: 2.2818, loss: 2.2818, grad_norm: 5.5671 2020-07-26 04:13:31,213 - mmaction - INFO - Epoch [14][740/3757] lr: 1.000e-02, eta: 6 days, 19:31:06, time: 1.812, data_time: 0.009, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7273, loss_cls: 2.2163, loss: 2.2163, grad_norm: 5.4515 2020-07-26 04:14:05,701 - mmaction - INFO - Epoch [14][760/3757] lr: 1.000e-02, eta: 6 days, 19:30:19, time: 1.724, data_time: 0.009, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7570, loss_cls: 2.1815, loss: 2.1815, grad_norm: 5.5181 2020-07-26 04:14:39,029 - mmaction - INFO - Epoch [14][780/3757] lr: 1.000e-02, eta: 6 days, 19:29:24, time: 1.662, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7258, loss_cls: 2.2377, loss: 2.2377, grad_norm: 5.4577 2020-07-26 04:15:13,999 - mmaction - INFO - Epoch [14][800/3757] lr: 1.000e-02, eta: 6 days, 19:28:41, time: 1.749, data_time: 0.014, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7125, loss_cls: 2.3374, loss: 2.3374, grad_norm: 5.6636 2020-07-26 04:15:51,799 - mmaction - INFO - Epoch [14][820/3757] lr: 1.000e-02, eta: 6 days, 19:28:17, time: 1.895, data_time: 0.054, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7211, loss_cls: 2.3124, loss: 2.3124, grad_norm: 5.4251 2020-07-26 04:16:26,763 - mmaction - INFO - Epoch [14][840/3757] lr: 1.000e-02, eta: 6 days, 19:27:33, time: 1.749, data_time: 0.066, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7312, loss_cls: 2.2672, loss: 2.2672, grad_norm: 5.3767 2020-07-26 04:17:02,506 - mmaction - INFO - Epoch [14][860/3757] lr: 1.000e-02, eta: 6 days, 19:26:54, time: 1.781, data_time: 0.002, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7219, loss_cls: 2.2773, loss: 2.2773, grad_norm: 5.3206 2020-07-26 04:17:36,399 - mmaction - INFO - Epoch [14][880/3757] lr: 1.000e-02, eta: 6 days, 19:26:04, time: 1.699, data_time: 0.073, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7078, loss_cls: 2.3672, loss: 2.3672, grad_norm: 5.4981 2020-07-26 04:18:10,327 - mmaction - INFO - Epoch [14][900/3757] lr: 1.000e-02, eta: 6 days, 19:25:14, time: 1.697, data_time: 0.430, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7172, loss_cls: 2.3526, loss: 2.3526, grad_norm: 5.5038 2020-07-26 04:18:46,556 - mmaction - INFO - Epoch [14][920/3757] lr: 1.000e-02, eta: 6 days, 19:24:38, time: 1.807, data_time: 0.007, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.1979, loss: 2.1979, grad_norm: 5.3327 2020-07-26 04:19:18,390 - mmaction - INFO - Epoch [14][940/3757] lr: 1.000e-02, eta: 6 days, 19:23:34, time: 1.597, data_time: 0.008, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.2626, loss: 2.2626, grad_norm: 5.4223 2020-07-26 04:19:53,050 - mmaction - INFO - Epoch [14][960/3757] lr: 1.000e-02, eta: 6 days, 19:22:49, time: 1.733, data_time: 0.002, memory: 5170, top1_acc: 0.4758, top5_acc: 0.6961, loss_cls: 2.3350, loss: 2.3350, grad_norm: 5.4314 2020-07-26 04:20:27,303 - mmaction - INFO - Epoch [14][980/3757] lr: 1.000e-02, eta: 6 days, 19:22:00, time: 1.710, data_time: 0.009, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7219, loss_cls: 2.2751, loss: 2.2751, grad_norm: 5.4863 2020-07-26 04:21:03,984 - mmaction - INFO - Epoch [14][1000/3757] lr: 1.000e-02, eta: 6 days, 19:21:28, time: 1.836, data_time: 0.008, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7273, loss_cls: 2.2480, loss: 2.2480, grad_norm: 5.5345 2020-07-26 04:21:41,164 - mmaction - INFO - Epoch [14][1020/3757] lr: 1.000e-02, eta: 6 days, 19:20:59, time: 1.854, data_time: 0.009, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7219, loss_cls: 2.3205, loss: 2.3205, grad_norm: 5.5959 2020-07-26 04:22:15,096 - mmaction - INFO - Epoch [14][1040/3757] lr: 1.000e-02, eta: 6 days, 19:20:09, time: 1.703, data_time: 0.009, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1929, loss: 2.1929, grad_norm: 5.5800 2020-07-26 04:22:48,292 - mmaction - INFO - Epoch [14][1060/3757] lr: 1.000e-02, eta: 6 days, 19:19:14, time: 1.659, data_time: 0.002, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7289, loss_cls: 2.3124, loss: 2.3124, grad_norm: 5.5593 2020-07-26 04:23:27,223 - mmaction - INFO - Epoch [14][1080/3757] lr: 1.000e-02, eta: 6 days, 19:18:56, time: 1.941, data_time: 0.190, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7047, loss_cls: 2.3527, loss: 2.3527, grad_norm: 5.5240 2020-07-26 04:23:58,016 - mmaction - INFO - Epoch [14][1100/3757] lr: 1.000e-02, eta: 6 days, 19:17:46, time: 1.545, data_time: 0.201, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7391, loss_cls: 2.1795, loss: 2.1795, grad_norm: 5.3868 2020-07-26 04:24:33,098 - mmaction - INFO - Epoch [14][1120/3757] lr: 1.000e-02, eta: 6 days, 19:17:03, time: 1.753, data_time: 0.922, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7195, loss_cls: 2.3103, loss: 2.3103, grad_norm: 5.5708 2020-07-26 04:25:09,767 - mmaction - INFO - Epoch [14][1140/3757] lr: 1.000e-02, eta: 6 days, 19:16:31, time: 1.836, data_time: 1.252, memory: 5170, top1_acc: 0.4633, top5_acc: 0.6969, loss_cls: 2.3647, loss: 2.3647, grad_norm: 5.6240 2020-07-26 04:25:43,434 - mmaction - INFO - Epoch [14][1160/3757] lr: 1.000e-02, eta: 6 days, 19:15:39, time: 1.682, data_time: 0.899, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7023, loss_cls: 2.4220, loss: 2.4220, grad_norm: 5.6787 2020-07-26 04:26:17,918 - mmaction - INFO - Epoch [14][1180/3757] lr: 1.000e-02, eta: 6 days, 19:14:52, time: 1.718, data_time: 0.915, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7023, loss_cls: 2.3047, loss: 2.3047, grad_norm: 5.5443 2020-07-26 04:26:51,868 - mmaction - INFO - Epoch [14][1200/3757] lr: 1.000e-02, eta: 6 days, 19:14:03, time: 1.704, data_time: 1.131, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7266, loss_cls: 2.2362, loss: 2.2362, grad_norm: 5.4827 2020-07-26 04:27:25,806 - mmaction - INFO - Epoch [14][1220/3757] lr: 1.000e-02, eta: 6 days, 19:13:12, time: 1.696, data_time: 0.579, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7156, loss_cls: 2.2970, loss: 2.2970, grad_norm: 5.3861 2020-07-26 04:28:01,956 - mmaction - INFO - Epoch [14][1240/3757] lr: 1.000e-02, eta: 6 days, 19:12:37, time: 1.808, data_time: 0.028, memory: 5170, top1_acc: 0.4664, top5_acc: 0.6984, loss_cls: 2.3602, loss: 2.3602, grad_norm: 5.5080 2020-07-26 04:28:41,266 - mmaction - INFO - Epoch [14][1260/3757] lr: 1.000e-02, eta: 6 days, 19:12:21, time: 1.962, data_time: 0.324, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7336, loss_cls: 2.2523, loss: 2.2523, grad_norm: 5.4067 2020-07-26 04:29:15,697 - mmaction - INFO - Epoch [14][1280/3757] lr: 1.000e-02, eta: 6 days, 19:11:35, time: 1.724, data_time: 0.009, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7078, loss_cls: 2.2841, loss: 2.2841, grad_norm: 5.3598 2020-07-26 04:29:52,488 - mmaction - INFO - Epoch [14][1300/3757] lr: 1.000e-02, eta: 6 days, 19:11:03, time: 1.838, data_time: 0.003, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7375, loss_cls: 2.2435, loss: 2.2435, grad_norm: 5.4199 2020-07-26 04:30:25,420 - mmaction - INFO - Epoch [14][1320/3757] lr: 1.000e-02, eta: 6 days, 19:10:06, time: 1.642, data_time: 0.009, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7195, loss_cls: 2.2449, loss: 2.2449, grad_norm: 5.4295 2020-07-26 04:30:58,713 - mmaction - INFO - Epoch [14][1340/3757] lr: 1.000e-02, eta: 6 days, 19:09:12, time: 1.671, data_time: 0.050, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7172, loss_cls: 2.2966, loss: 2.2966, grad_norm: 5.6075 2020-07-26 04:31:36,877 - mmaction - INFO - Epoch [14][1360/3757] lr: 1.000e-02, eta: 6 days, 19:08:50, time: 1.907, data_time: 0.002, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7109, loss_cls: 2.3146, loss: 2.3146, grad_norm: 5.6458 2020-07-26 04:32:12,406 - mmaction - INFO - Epoch [14][1380/3757] lr: 1.000e-02, eta: 6 days, 19:08:10, time: 1.774, data_time: 0.009, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.1521, loss: 2.1521, grad_norm: 5.3729 2020-07-26 04:32:47,360 - mmaction - INFO - Epoch [14][1400/3757] lr: 1.000e-02, eta: 6 days, 19:07:26, time: 1.749, data_time: 0.009, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7211, loss_cls: 2.3024, loss: 2.3024, grad_norm: 5.6598 2020-07-26 04:33:21,994 - mmaction - INFO - Epoch [14][1420/3757] lr: 1.000e-02, eta: 6 days, 19:06:41, time: 1.730, data_time: 0.133, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7398, loss_cls: 2.2135, loss: 2.2135, grad_norm: 5.5699 2020-07-26 04:33:56,779 - mmaction - INFO - Epoch [14][1440/3757] lr: 1.000e-02, eta: 6 days, 19:05:56, time: 1.735, data_time: 0.601, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7234, loss_cls: 2.3088, loss: 2.3088, grad_norm: 5.6080 2020-07-26 04:34:32,152 - mmaction - INFO - Epoch [14][1460/3757] lr: 1.000e-02, eta: 6 days, 19:05:16, time: 1.776, data_time: 0.089, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7297, loss_cls: 2.2592, loss: 2.2592, grad_norm: 5.5678 2020-07-26 04:35:07,717 - mmaction - INFO - Epoch [14][1480/3757] lr: 1.000e-02, eta: 6 days, 19:04:37, time: 1.779, data_time: 0.007, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7359, loss_cls: 2.2608, loss: 2.2608, grad_norm: 5.5661 2020-07-26 04:35:41,531 - mmaction - INFO - Epoch [14][1500/3757] lr: 1.000e-02, eta: 6 days, 19:03:46, time: 1.690, data_time: 0.002, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1797, loss: 2.1797, grad_norm: 5.4163 2020-07-26 04:36:18,275 - mmaction - INFO - Epoch [14][1520/3757] lr: 1.000e-02, eta: 6 days, 19:03:13, time: 1.830, data_time: 0.058, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7281, loss_cls: 2.2904, loss: 2.2904, grad_norm: 5.5872 2020-07-26 04:36:53,289 - mmaction - INFO - Epoch [14][1540/3757] lr: 1.000e-02, eta: 6 days, 19:02:31, time: 1.756, data_time: 0.010, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7414, loss_cls: 2.2773, loss: 2.2773, grad_norm: 5.6350 2020-07-26 04:37:29,541 - mmaction - INFO - Epoch [14][1560/3757] lr: 1.000e-02, eta: 6 days, 19:01:56, time: 1.813, data_time: 0.007, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7039, loss_cls: 2.3533, loss: 2.3533, grad_norm: 5.5263 2020-07-26 04:38:03,567 - mmaction - INFO - Epoch [14][1580/3757] lr: 1.000e-02, eta: 6 days, 19:01:07, time: 1.703, data_time: 0.008, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7438, loss_cls: 2.2236, loss: 2.2236, grad_norm: 5.5252 2020-07-26 04:38:41,308 - mmaction - INFO - Epoch [14][1600/3757] lr: 1.000e-02, eta: 6 days, 19:00:41, time: 1.888, data_time: 0.010, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7422, loss_cls: 2.2133, loss: 2.2133, grad_norm: 5.4051 2020-07-26 04:39:13,958 - mmaction - INFO - Epoch [14][1620/3757] lr: 1.000e-02, eta: 6 days, 18:59:43, time: 1.632, data_time: 0.005, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7273, loss_cls: 2.2220, loss: 2.2220, grad_norm: 5.4544 2020-07-26 04:39:49,838 - mmaction - INFO - Epoch [14][1640/3757] lr: 1.000e-02, eta: 6 days, 18:59:05, time: 1.791, data_time: 0.271, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7289, loss_cls: 2.2585, loss: 2.2585, grad_norm: 5.4131 2020-07-26 04:40:26,467 - mmaction - INFO - Epoch [14][1660/3757] lr: 1.000e-02, eta: 6 days, 18:58:32, time: 1.830, data_time: 0.185, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7266, loss_cls: 2.2377, loss: 2.2377, grad_norm: 5.5343 2020-07-26 04:41:02,866 - mmaction - INFO - Epoch [14][1680/3757] lr: 1.000e-02, eta: 6 days, 18:57:59, time: 1.824, data_time: 0.012, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7125, loss_cls: 2.3374, loss: 2.3374, grad_norm: 5.4920 2020-07-26 04:41:40,853 - mmaction - INFO - Epoch [14][1700/3757] lr: 1.000e-02, eta: 6 days, 18:57:34, time: 1.892, data_time: 0.007, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7148, loss_cls: 2.3197, loss: 2.3197, grad_norm: 5.5903 2020-07-26 04:42:13,695 - mmaction - INFO - Epoch [14][1720/3757] lr: 1.000e-02, eta: 6 days, 18:56:38, time: 1.650, data_time: 0.011, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7086, loss_cls: 2.3686, loss: 2.3686, grad_norm: 5.5244 2020-07-26 04:42:50,203 - mmaction - INFO - Epoch [14][1740/3757] lr: 1.000e-02, eta: 6 days, 18:56:05, time: 1.825, data_time: 0.009, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7148, loss_cls: 2.3541, loss: 2.3541, grad_norm: 5.5641 2020-07-26 04:43:24,830 - mmaction - INFO - Epoch [14][1760/3757] lr: 1.000e-02, eta: 6 days, 18:55:19, time: 1.727, data_time: 0.003, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7195, loss_cls: 2.2975, loss: 2.2975, grad_norm: 5.6071 2020-07-26 04:44:01,098 - mmaction - INFO - Epoch [14][1780/3757] lr: 1.000e-02, eta: 6 days, 18:54:45, time: 1.819, data_time: 0.036, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7258, loss_cls: 2.2529, loss: 2.2529, grad_norm: 5.4180 2020-07-26 04:44:34,409 - mmaction - INFO - Epoch [14][1800/3757] lr: 1.000e-02, eta: 6 days, 18:53:50, time: 1.659, data_time: 0.005, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7039, loss_cls: 2.4022, loss: 2.4022, grad_norm: 5.6905 2020-07-26 04:45:08,660 - mmaction - INFO - Epoch [14][1820/3757] lr: 1.000e-02, eta: 6 days, 18:53:03, time: 1.719, data_time: 0.009, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7289, loss_cls: 2.2505, loss: 2.2505, grad_norm: 5.4976 2020-07-26 04:45:43,253 - mmaction - INFO - Epoch [14][1840/3757] lr: 1.000e-02, eta: 6 days, 18:52:17, time: 1.727, data_time: 0.003, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7250, loss_cls: 2.2568, loss: 2.2568, grad_norm: 5.5390 2020-07-26 04:46:18,065 - mmaction - INFO - Epoch [14][1860/3757] lr: 1.000e-02, eta: 6 days, 18:51:33, time: 1.744, data_time: 0.007, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7297, loss_cls: 2.2100, loss: 2.2100, grad_norm: 5.4058 2020-07-26 04:46:53,739 - mmaction - INFO - Epoch [14][1880/3757] lr: 1.000e-02, eta: 6 days, 18:50:54, time: 1.777, data_time: 0.009, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7086, loss_cls: 2.2424, loss: 2.2424, grad_norm: 5.4648 2020-07-26 04:47:28,554 - mmaction - INFO - Epoch [14][1900/3757] lr: 1.000e-02, eta: 6 days, 18:50:10, time: 1.742, data_time: 0.009, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7234, loss_cls: 2.2645, loss: 2.2645, grad_norm: 5.5710 2020-07-26 04:48:02,927 - mmaction - INFO - Epoch [14][1920/3757] lr: 1.000e-02, eta: 6 days, 18:49:23, time: 1.722, data_time: 0.007, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7117, loss_cls: 2.2986, loss: 2.2986, grad_norm: 5.6971 2020-07-26 04:48:38,460 - mmaction - INFO - Epoch [14][1940/3757] lr: 1.000e-02, eta: 6 days, 18:48:44, time: 1.777, data_time: 0.007, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7250, loss_cls: 2.2664, loss: 2.2664, grad_norm: 5.4912 2020-07-26 04:49:13,871 - mmaction - INFO - Epoch [14][1960/3757] lr: 1.000e-02, eta: 6 days, 18:48:03, time: 1.769, data_time: 0.002, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7227, loss_cls: 2.2656, loss: 2.2656, grad_norm: 5.3630 2020-07-26 04:49:50,652 - mmaction - INFO - Epoch [14][1980/3757] lr: 1.000e-02, eta: 6 days, 18:47:31, time: 1.836, data_time: 0.009, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7477, loss_cls: 2.2526, loss: 2.2526, grad_norm: 5.4514 2020-07-26 04:50:23,144 - mmaction - INFO - Epoch [14][2000/3757] lr: 1.000e-02, eta: 6 days, 18:46:32, time: 1.626, data_time: 0.008, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7266, loss_cls: 2.2471, loss: 2.2471, grad_norm: 5.4207 2020-07-26 04:50:59,721 - mmaction - INFO - Epoch [14][2020/3757] lr: 1.000e-02, eta: 6 days, 18:46:00, time: 1.832, data_time: 0.015, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7414, loss_cls: 2.1415, loss: 2.1415, grad_norm: 5.3366 2020-07-26 04:51:36,478 - mmaction - INFO - Epoch [14][2040/3757] lr: 1.000e-02, eta: 6 days, 18:45:27, time: 1.830, data_time: 0.137, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7094, loss_cls: 2.3629, loss: 2.3629, grad_norm: 5.6709 2020-07-26 04:52:14,200 - mmaction - INFO - Epoch [14][2060/3757] lr: 1.000e-02, eta: 6 days, 18:45:02, time: 1.889, data_time: 0.104, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7117, loss_cls: 2.2922, loss: 2.2922, grad_norm: 5.4638 2020-07-26 04:52:48,015 - mmaction - INFO - Epoch [14][2080/3757] lr: 1.000e-02, eta: 6 days, 18:44:11, time: 1.691, data_time: 0.219, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7047, loss_cls: 2.3650, loss: 2.3650, grad_norm: 5.5247 2020-07-26 04:53:23,407 - mmaction - INFO - Epoch [14][2100/3757] lr: 1.000e-02, eta: 6 days, 18:43:31, time: 1.767, data_time: 0.012, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7164, loss_cls: 2.3331, loss: 2.3331, grad_norm: 5.5805 2020-07-26 04:53:55,729 - mmaction - INFO - Epoch [14][2120/3757] lr: 1.000e-02, eta: 6 days, 18:42:31, time: 1.623, data_time: 0.010, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7117, loss_cls: 2.3363, loss: 2.3363, grad_norm: 5.5201 2020-07-26 04:54:34,370 - mmaction - INFO - Epoch [14][2140/3757] lr: 1.000e-02, eta: 6 days, 18:42:11, time: 1.929, data_time: 0.009, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7172, loss_cls: 2.2787, loss: 2.2787, grad_norm: 5.5873 2020-07-26 04:55:07,809 - mmaction - INFO - Epoch [14][2160/3757] lr: 1.000e-02, eta: 6 days, 18:41:19, time: 1.674, data_time: 0.011, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7031, loss_cls: 2.3203, loss: 2.3203, grad_norm: 5.6313 2020-07-26 04:55:43,799 - mmaction - INFO - Epoch [14][2180/3757] lr: 1.000e-02, eta: 6 days, 18:40:42, time: 1.801, data_time: 0.005, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7203, loss_cls: 2.2787, loss: 2.2787, grad_norm: 5.3929 2020-07-26 04:56:20,613 - mmaction - INFO - Epoch [14][2200/3757] lr: 1.000e-02, eta: 6 days, 18:40:10, time: 1.833, data_time: 0.007, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7141, loss_cls: 2.2635, loss: 2.2635, grad_norm: 5.3843 2020-07-26 04:56:56,810 - mmaction - INFO - Epoch [14][2220/3757] lr: 1.000e-02, eta: 6 days, 18:39:35, time: 1.815, data_time: 0.010, memory: 5170, top1_acc: 0.4688, top5_acc: 0.6984, loss_cls: 2.3616, loss: 2.3616, grad_norm: 5.5148 2020-07-26 04:57:29,969 - mmaction - INFO - Epoch [14][2240/3757] lr: 1.000e-02, eta: 6 days, 18:38:40, time: 1.652, data_time: 0.129, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7406, loss_cls: 2.1816, loss: 2.1816, grad_norm: 5.2686 2020-07-26 04:58:06,371 - mmaction - INFO - Epoch [14][2260/3757] lr: 1.000e-02, eta: 6 days, 18:38:07, time: 1.828, data_time: 0.110, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7492, loss_cls: 2.2045, loss: 2.2045, grad_norm: 5.5141 2020-07-26 04:58:41,739 - mmaction - INFO - Epoch [14][2280/3757] lr: 1.000e-02, eta: 6 days, 18:37:25, time: 1.762, data_time: 0.023, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7000, loss_cls: 2.4057, loss: 2.4057, grad_norm: 5.5363 2020-07-26 04:59:14,581 - mmaction - INFO - Epoch [14][2300/3757] lr: 1.000e-02, eta: 6 days, 18:36:29, time: 1.647, data_time: 0.320, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7320, loss_cls: 2.2491, loss: 2.2491, grad_norm: 5.4404 2020-07-26 04:59:49,876 - mmaction - INFO - Epoch [14][2320/3757] lr: 1.000e-02, eta: 6 days, 18:35:48, time: 1.760, data_time: 0.458, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6883, loss_cls: 2.4010, loss: 2.4010, grad_norm: 5.4894 2020-07-26 05:00:26,138 - mmaction - INFO - Epoch [14][2340/3757] lr: 1.000e-02, eta: 6 days, 18:35:12, time: 1.808, data_time: 0.262, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2876, loss: 2.2876, grad_norm: 5.4822 2020-07-26 05:01:02,565 - mmaction - INFO - Epoch [14][2360/3757] lr: 1.000e-02, eta: 6 days, 18:34:39, time: 1.826, data_time: 0.022, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2682, loss: 2.2682, grad_norm: 5.5661 2020-07-26 05:01:38,518 - mmaction - INFO - Epoch [14][2380/3757] lr: 1.000e-02, eta: 6 days, 18:34:03, time: 1.805, data_time: 0.011, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7242, loss_cls: 2.2970, loss: 2.2970, grad_norm: 5.4339 2020-07-26 05:02:11,896 - mmaction - INFO - Epoch [14][2400/3757] lr: 1.000e-02, eta: 6 days, 18:33:10, time: 1.665, data_time: 0.009, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7328, loss_cls: 2.2507, loss: 2.2507, grad_norm: 5.5600 2020-07-26 05:02:48,575 - mmaction - INFO - Epoch [14][2420/3757] lr: 1.000e-02, eta: 6 days, 18:32:37, time: 1.830, data_time: 0.009, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6914, loss_cls: 2.4656, loss: 2.4656, grad_norm: 5.7715 2020-07-26 05:03:26,116 - mmaction - INFO - Epoch [14][2440/3757] lr: 1.000e-02, eta: 6 days, 18:32:10, time: 1.875, data_time: 0.015, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7086, loss_cls: 2.3256, loss: 2.3256, grad_norm: 5.4611 2020-07-26 05:04:02,723 - mmaction - INFO - Epoch [14][2460/3757] lr: 1.000e-02, eta: 6 days, 18:31:38, time: 1.840, data_time: 0.012, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7234, loss_cls: 2.2866, loss: 2.2866, grad_norm: 5.4941 2020-07-26 05:04:34,546 - mmaction - INFO - Epoch [14][2480/3757] lr: 1.000e-02, eta: 6 days, 18:30:35, time: 1.587, data_time: 0.008, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7117, loss_cls: 2.3224, loss: 2.3224, grad_norm: 5.5205 2020-07-26 05:05:11,779 - mmaction - INFO - Epoch [14][2500/3757] lr: 1.000e-02, eta: 6 days, 18:30:06, time: 1.859, data_time: 0.011, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7203, loss_cls: 2.2798, loss: 2.2798, grad_norm: 5.6175 2020-07-26 05:05:45,772 - mmaction - INFO - Epoch [14][2520/3757] lr: 1.000e-02, eta: 6 days, 18:29:17, time: 1.706, data_time: 0.008, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7359, loss_cls: 2.2711, loss: 2.2711, grad_norm: 5.7248 2020-07-26 05:06:22,762 - mmaction - INFO - Epoch [14][2540/3757] lr: 1.000e-02, eta: 6 days, 18:28:46, time: 1.843, data_time: 0.007, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7219, loss_cls: 2.2752, loss: 2.2752, grad_norm: 5.4314 2020-07-26 05:06:56,789 - mmaction - INFO - Epoch [14][2560/3757] lr: 1.000e-02, eta: 6 days, 18:27:58, time: 1.703, data_time: 0.009, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7250, loss_cls: 2.3047, loss: 2.3047, grad_norm: 5.4765 2020-07-26 05:07:28,968 - mmaction - INFO - Epoch [14][2580/3757] lr: 1.000e-02, eta: 6 days, 18:26:58, time: 1.613, data_time: 0.012, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7141, loss_cls: 2.3129, loss: 2.3129, grad_norm: 5.4624 2020-07-26 05:08:04,462 - mmaction - INFO - Epoch [14][2600/3757] lr: 1.000e-02, eta: 6 days, 18:26:17, time: 1.765, data_time: 0.007, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7242, loss_cls: 2.3504, loss: 2.3504, grad_norm: 5.6424 2020-07-26 05:08:41,821 - mmaction - INFO - Epoch [14][2620/3757] lr: 1.000e-02, eta: 6 days, 18:25:50, time: 1.877, data_time: 0.012, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7102, loss_cls: 2.3263, loss: 2.3263, grad_norm: 5.4712 2020-07-26 05:09:14,469 - mmaction - INFO - Epoch [14][2640/3757] lr: 1.000e-02, eta: 6 days, 18:24:52, time: 1.629, data_time: 0.008, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7320, loss_cls: 2.2443, loss: 2.2443, grad_norm: 5.4337 2020-07-26 05:09:50,963 - mmaction - INFO - Epoch [14][2660/3757] lr: 1.000e-02, eta: 6 days, 18:24:19, time: 1.828, data_time: 0.020, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7367, loss_cls: 2.2553, loss: 2.2553, grad_norm: 5.5380 2020-07-26 05:10:26,508 - mmaction - INFO - Epoch [14][2680/3757] lr: 1.000e-02, eta: 6 days, 18:23:39, time: 1.773, data_time: 0.017, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7258, loss_cls: 2.2297, loss: 2.2297, grad_norm: 5.6497 2020-07-26 05:10:59,949 - mmaction - INFO - Epoch [14][2700/3757] lr: 1.000e-02, eta: 6 days, 18:22:47, time: 1.676, data_time: 0.010, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7242, loss_cls: 2.2877, loss: 2.2877, grad_norm: 5.6887 2020-07-26 05:11:34,035 - mmaction - INFO - Epoch [14][2720/3757] lr: 1.000e-02, eta: 6 days, 18:21:59, time: 1.706, data_time: 0.020, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7164, loss_cls: 2.2841, loss: 2.2841, grad_norm: 5.4306 2020-07-26 05:12:10,791 - mmaction - INFO - Epoch [14][2740/3757] lr: 1.000e-02, eta: 6 days, 18:21:26, time: 1.829, data_time: 0.007, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7297, loss_cls: 2.2152, loss: 2.2152, grad_norm: 5.4245 2020-07-26 05:12:45,902 - mmaction - INFO - Epoch [14][2760/3757] lr: 1.000e-02, eta: 6 days, 18:20:45, time: 1.764, data_time: 0.026, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7281, loss_cls: 2.2720, loss: 2.2720, grad_norm: 5.4468 2020-07-26 05:13:19,098 - mmaction - INFO - Epoch [14][2780/3757] lr: 1.000e-02, eta: 6 days, 18:19:51, time: 1.659, data_time: 0.138, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7180, loss_cls: 2.3044, loss: 2.3044, grad_norm: 5.5528 2020-07-26 05:13:55,944 - mmaction - INFO - Epoch [14][2800/3757] lr: 1.000e-02, eta: 6 days, 18:19:19, time: 1.842, data_time: 0.014, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7063, loss_cls: 2.3585, loss: 2.3585, grad_norm: 5.5224 2020-07-26 05:14:31,531 - mmaction - INFO - Epoch [14][2820/3757] lr: 1.000e-02, eta: 6 days, 18:18:39, time: 1.771, data_time: 0.009, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7383, loss_cls: 2.1965, loss: 2.1965, grad_norm: 5.3036 2020-07-26 05:15:07,409 - mmaction - INFO - Epoch [14][2840/3757] lr: 1.000e-02, eta: 6 days, 18:18:03, time: 1.803, data_time: 0.036, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6867, loss_cls: 2.3777, loss: 2.3777, grad_norm: 5.5823 2020-07-26 05:15:41,305 - mmaction - INFO - Epoch [14][2860/3757] lr: 1.000e-02, eta: 6 days, 18:17:14, time: 1.695, data_time: 0.391, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7109, loss_cls: 2.2858, loss: 2.2858, grad_norm: 5.3739 2020-07-26 05:16:15,966 - mmaction - INFO - Epoch [14][2880/3757] lr: 1.000e-02, eta: 6 days, 18:16:28, time: 1.731, data_time: 0.111, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2939, loss: 2.2939, grad_norm: 5.5866 2020-07-26 05:16:51,971 - mmaction - INFO - Epoch [14][2900/3757] lr: 1.000e-02, eta: 6 days, 18:15:51, time: 1.795, data_time: 0.008, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7070, loss_cls: 2.3949, loss: 2.3949, grad_norm: 5.6183 2020-07-26 05:17:25,328 - mmaction - INFO - Epoch [14][2920/3757] lr: 1.000e-02, eta: 6 days, 18:14:59, time: 1.675, data_time: 0.414, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7133, loss_cls: 2.2769, loss: 2.2769, grad_norm: 5.5713 2020-07-26 05:18:02,653 - mmaction - INFO - Epoch [14][2940/3757] lr: 1.000e-02, eta: 6 days, 18:14:30, time: 1.862, data_time: 0.574, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7180, loss_cls: 2.3099, loss: 2.3099, grad_norm: 5.6070 2020-07-26 05:18:38,557 - mmaction - INFO - Epoch [14][2960/3757] lr: 1.000e-02, eta: 6 days, 18:13:54, time: 1.798, data_time: 0.143, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7266, loss_cls: 2.2180, loss: 2.2180, grad_norm: 5.4084 2020-07-26 05:19:12,704 - mmaction - INFO - Epoch [14][2980/3757] lr: 1.000e-02, eta: 6 days, 18:13:06, time: 1.706, data_time: 0.009, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7234, loss_cls: 2.3421, loss: 2.3421, grad_norm: 5.6818 2020-07-26 05:19:48,588 - mmaction - INFO - Epoch [14][3000/3757] lr: 1.000e-02, eta: 6 days, 18:12:29, time: 1.798, data_time: 0.186, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7367, loss_cls: 2.2319, loss: 2.2319, grad_norm: 5.4715 2020-07-26 05:20:23,045 - mmaction - INFO - Epoch [14][3020/3757] lr: 1.000e-02, eta: 6 days, 18:11:42, time: 1.716, data_time: 0.006, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7094, loss_cls: 2.3585, loss: 2.3585, grad_norm: 5.5687 2020-07-26 05:21:00,207 - mmaction - INFO - Epoch [14][3040/3757] lr: 1.000e-02, eta: 6 days, 18:11:13, time: 1.864, data_time: 0.010, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7195, loss_cls: 2.2795, loss: 2.2795, grad_norm: 5.4704 2020-07-26 05:21:38,134 - mmaction - INFO - Epoch [14][3060/3757] lr: 1.000e-02, eta: 6 days, 18:10:49, time: 1.893, data_time: 0.008, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6922, loss_cls: 2.3942, loss: 2.3942, grad_norm: 5.6224 2020-07-26 05:22:07,499 - mmaction - INFO - Epoch [14][3080/3757] lr: 1.000e-02, eta: 6 days, 18:09:30, time: 1.465, data_time: 0.009, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2271, loss: 2.2271, grad_norm: 5.4253 2020-07-26 05:22:44,882 - mmaction - INFO - Epoch [14][3100/3757] lr: 1.000e-02, eta: 6 days, 18:09:03, time: 1.869, data_time: 0.199, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7211, loss_cls: 2.3202, loss: 2.3202, grad_norm: 5.5384 2020-07-26 05:23:17,991 - mmaction - INFO - Epoch [14][3120/3757] lr: 1.000e-02, eta: 6 days, 18:08:09, time: 1.659, data_time: 0.070, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7375, loss_cls: 2.1949, loss: 2.1949, grad_norm: 5.4188 2020-07-26 05:23:55,142 - mmaction - INFO - Epoch [14][3140/3757] lr: 1.000e-02, eta: 6 days, 18:07:39, time: 1.859, data_time: 0.009, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7070, loss_cls: 2.3592, loss: 2.3592, grad_norm: 5.5105 2020-07-26 05:24:28,180 - mmaction - INFO - Epoch [14][3160/3757] lr: 1.000e-02, eta: 6 days, 18:06:45, time: 1.653, data_time: 0.106, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7172, loss_cls: 2.3339, loss: 2.3339, grad_norm: 5.4471 2020-07-26 05:25:05,315 - mmaction - INFO - Epoch [14][3180/3757] lr: 1.000e-02, eta: 6 days, 18:06:15, time: 1.856, data_time: 0.192, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7133, loss_cls: 2.2503, loss: 2.2503, grad_norm: 5.3894 2020-07-26 05:25:42,730 - mmaction - INFO - Epoch [14][3200/3757] lr: 1.000e-02, eta: 6 days, 18:05:47, time: 1.869, data_time: 0.014, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7266, loss_cls: 2.2539, loss: 2.2539, grad_norm: 5.5693 2020-07-26 05:26:17,235 - mmaction - INFO - Epoch [14][3220/3757] lr: 1.000e-02, eta: 6 days, 18:05:02, time: 1.728, data_time: 0.009, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7211, loss_cls: 2.3223, loss: 2.3223, grad_norm: 5.6731 2020-07-26 05:26:49,919 - mmaction - INFO - Epoch [14][3240/3757] lr: 1.000e-02, eta: 6 days, 18:04:05, time: 1.634, data_time: 0.004, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7266, loss_cls: 2.3212, loss: 2.3212, grad_norm: 5.7168 2020-07-26 05:27:24,206 - mmaction - INFO - Epoch [14][3260/3757] lr: 1.000e-02, eta: 6 days, 18:03:18, time: 1.714, data_time: 0.009, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7219, loss_cls: 2.2929, loss: 2.2929, grad_norm: 5.6448 2020-07-26 05:28:02,795 - mmaction - INFO - Epoch [14][3280/3757] lr: 1.000e-02, eta: 6 days, 18:02:57, time: 1.929, data_time: 0.439, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7039, loss_cls: 2.4171, loss: 2.4171, grad_norm: 5.7300 2020-07-26 05:28:35,272 - mmaction - INFO - Epoch [14][3300/3757] lr: 1.000e-02, eta: 6 days, 18:01:59, time: 1.623, data_time: 0.168, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7195, loss_cls: 2.3168, loss: 2.3168, grad_norm: 5.5477 2020-07-26 05:29:09,281 - mmaction - INFO - Epoch [14][3320/3757] lr: 1.000e-02, eta: 6 days, 18:01:10, time: 1.696, data_time: 0.110, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7195, loss_cls: 2.3437, loss: 2.3437, grad_norm: 5.4653 2020-07-26 05:29:44,981 - mmaction - INFO - Epoch [14][3340/3757] lr: 1.000e-02, eta: 6 days, 18:00:32, time: 1.790, data_time: 0.817, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7398, loss_cls: 2.1978, loss: 2.1978, grad_norm: 5.3506 2020-07-26 05:30:18,645 - mmaction - INFO - Epoch [14][3360/3757] lr: 1.000e-02, eta: 6 days, 17:59:41, time: 1.678, data_time: 1.102, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6984, loss_cls: 2.3817, loss: 2.3817, grad_norm: 5.6246 2020-07-26 05:30:56,392 - mmaction - INFO - Epoch [14][3380/3757] lr: 1.000e-02, eta: 6 days, 17:59:16, time: 1.895, data_time: 0.794, memory: 5170, top1_acc: 0.4609, top5_acc: 0.6898, loss_cls: 2.4268, loss: 2.4268, grad_norm: 5.5203 2020-07-26 05:31:32,683 - mmaction - INFO - Epoch [14][3400/3757] lr: 1.000e-02, eta: 6 days, 17:58:41, time: 1.808, data_time: 0.060, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7188, loss_cls: 2.3358, loss: 2.3358, grad_norm: 5.4017 2020-07-26 05:32:08,107 - mmaction - INFO - Epoch [14][3420/3757] lr: 1.000e-02, eta: 6 days, 17:58:01, time: 1.774, data_time: 0.146, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3077, loss: 2.3077, grad_norm: 5.4263 2020-07-26 05:32:45,548 - mmaction - INFO - Epoch [14][3440/3757] lr: 1.000e-02, eta: 6 days, 17:57:34, time: 1.872, data_time: 0.011, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7102, loss_cls: 2.3294, loss: 2.3294, grad_norm: 5.5548 2020-07-26 05:33:16,335 - mmaction - INFO - Epoch [14][3460/3757] lr: 1.000e-02, eta: 6 days, 17:56:24, time: 1.536, data_time: 0.124, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7289, loss_cls: 2.3155, loss: 2.3155, grad_norm: 5.5516 2020-07-26 05:33:52,579 - mmaction - INFO - Epoch [14][3480/3757] lr: 1.000e-02, eta: 6 days, 17:55:50, time: 1.816, data_time: 0.781, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7242, loss_cls: 2.2782, loss: 2.2782, grad_norm: 5.4909 2020-07-26 05:34:29,708 - mmaction - INFO - Epoch [14][3500/3757] lr: 1.000e-02, eta: 6 days, 17:55:21, time: 1.857, data_time: 0.071, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7266, loss_cls: 2.2920, loss: 2.2920, grad_norm: 5.5387 2020-07-26 05:35:02,191 - mmaction - INFO - Epoch [14][3520/3757] lr: 1.000e-02, eta: 6 days, 17:54:23, time: 1.625, data_time: 0.008, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7164, loss_cls: 2.3240, loss: 2.3240, grad_norm: 5.3729 2020-07-26 05:35:35,510 - mmaction - INFO - Epoch [14][3540/3757] lr: 1.000e-02, eta: 6 days, 17:53:29, time: 1.662, data_time: 0.009, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7164, loss_cls: 2.3311, loss: 2.3311, grad_norm: 5.6956 2020-07-26 05:36:08,851 - mmaction - INFO - Epoch [14][3560/3757] lr: 1.000e-02, eta: 6 days, 17:52:37, time: 1.673, data_time: 0.009, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7109, loss_cls: 2.3711, loss: 2.3711, grad_norm: 5.4135 2020-07-26 05:36:44,428 - mmaction - INFO - Epoch [14][3580/3757] lr: 1.000e-02, eta: 6 days, 17:51:57, time: 1.771, data_time: 0.007, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7328, loss_cls: 2.2396, loss: 2.2396, grad_norm: 5.3386 2020-07-26 05:37:21,663 - mmaction - INFO - Epoch [14][3600/3757] lr: 1.000e-02, eta: 6 days, 17:51:29, time: 1.863, data_time: 0.010, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7141, loss_cls: 2.3797, loss: 2.3797, grad_norm: 5.4648 2020-07-26 05:37:55,981 - mmaction - INFO - Epoch [14][3620/3757] lr: 1.000e-02, eta: 6 days, 17:50:43, time: 1.722, data_time: 0.009, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7031, loss_cls: 2.3374, loss: 2.3374, grad_norm: 5.5001 2020-07-26 05:38:30,679 - mmaction - INFO - Epoch [14][3640/3757] lr: 1.000e-02, eta: 6 days, 17:49:57, time: 1.725, data_time: 0.006, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7188, loss_cls: 2.2868, loss: 2.2868, grad_norm: 5.4694 2020-07-26 05:39:04,389 - mmaction - INFO - Epoch [14][3660/3757] lr: 1.000e-02, eta: 6 days, 17:49:08, time: 1.694, data_time: 0.077, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7242, loss_cls: 2.2478, loss: 2.2478, grad_norm: 5.3513 2020-07-26 05:39:42,495 - mmaction - INFO - Epoch [14][3680/3757] lr: 1.000e-02, eta: 6 days, 17:48:43, time: 1.898, data_time: 0.013, memory: 5170, top1_acc: 0.4328, top5_acc: 0.7031, loss_cls: 2.4128, loss: 2.4128, grad_norm: 5.5106 2020-07-26 05:40:17,959 - mmaction - INFO - Epoch [14][3700/3757] lr: 1.000e-02, eta: 6 days, 17:48:04, time: 1.773, data_time: 0.022, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7039, loss_cls: 2.3576, loss: 2.3576, grad_norm: 5.3715 2020-07-26 05:40:52,264 - mmaction - INFO - Epoch [14][3720/3757] lr: 1.000e-02, eta: 6 days, 17:47:18, time: 1.719, data_time: 0.017, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7148, loss_cls: 2.3253, loss: 2.3253, grad_norm: 5.4565 2020-07-26 05:41:28,398 - mmaction - INFO - Epoch [14][3740/3757] lr: 1.000e-02, eta: 6 days, 17:46:42, time: 1.805, data_time: 0.012, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7414, loss_cls: 2.1776, loss: 2.1776, grad_norm: 5.2704 2020-07-26 05:41:52,768 - mmaction - INFO - Saving checkpoint at 14 epochs 2020-07-26 05:42:44,386 - mmaction - INFO - Epoch [15][20/3757] lr: 1.000e-02, eta: 6 days, 17:43:45, time: 2.439, data_time: 1.428, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7281, loss_cls: 2.3006, loss: 2.3006, grad_norm: 5.5196 2020-07-26 05:43:17,076 - mmaction - INFO - Epoch [15][40/3757] lr: 1.000e-02, eta: 6 days, 17:42:49, time: 1.639, data_time: 0.730, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7297, loss_cls: 2.2902, loss: 2.2902, grad_norm: 5.4955 2020-07-26 05:43:53,501 - mmaction - INFO - Epoch [15][60/3757] lr: 1.000e-02, eta: 6 days, 17:42:15, time: 1.821, data_time: 0.355, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.2293, loss: 2.2293, grad_norm: 5.4185 2020-07-26 05:44:31,799 - mmaction - INFO - Epoch [15][80/3757] lr: 1.000e-02, eta: 6 days, 17:41:53, time: 1.916, data_time: 0.550, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7211, loss_cls: 2.3125, loss: 2.3125, grad_norm: 5.4070 2020-07-26 05:45:05,117 - mmaction - INFO - Epoch [15][100/3757] lr: 1.000e-02, eta: 6 days, 17:41:00, time: 1.666, data_time: 0.661, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7516, loss_cls: 2.1821, loss: 2.1821, grad_norm: 5.5336 2020-07-26 05:45:38,366 - mmaction - INFO - Epoch [15][120/3757] lr: 1.000e-02, eta: 6 days, 17:40:07, time: 1.664, data_time: 0.004, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7242, loss_cls: 2.2580, loss: 2.2580, grad_norm: 5.5132 2020-07-26 05:46:18,402 - mmaction - INFO - Epoch [15][140/3757] lr: 1.000e-02, eta: 6 days, 17:39:56, time: 2.002, data_time: 0.009, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1752, loss: 2.1752, grad_norm: 5.3896 2020-07-26 05:46:52,777 - mmaction - INFO - Epoch [15][160/3757] lr: 1.000e-02, eta: 6 days, 17:39:09, time: 1.712, data_time: 0.011, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7398, loss_cls: 2.2264, loss: 2.2264, grad_norm: 5.4668 2020-07-26 05:47:30,360 - mmaction - INFO - Epoch [15][180/3757] lr: 1.000e-02, eta: 6 days, 17:38:43, time: 1.886, data_time: 0.010, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7289, loss_cls: 2.2424, loss: 2.2424, grad_norm: 5.6100 2020-07-26 05:48:04,494 - mmaction - INFO - Epoch [15][200/3757] lr: 1.000e-02, eta: 6 days, 17:37:55, time: 1.700, data_time: 0.007, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7047, loss_cls: 2.3295, loss: 2.3295, grad_norm: 5.5473 2020-07-26 05:48:39,642 - mmaction - INFO - Epoch [15][220/3757] lr: 1.000e-02, eta: 6 days, 17:37:14, time: 1.764, data_time: 0.009, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7320, loss_cls: 2.2302, loss: 2.2302, grad_norm: 5.3415 2020-07-26 05:49:17,935 - mmaction - INFO - Epoch [15][240/3757] lr: 1.000e-02, eta: 6 days, 17:36:52, time: 1.915, data_time: 0.011, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7086, loss_cls: 2.3041, loss: 2.3041, grad_norm: 5.5030 2020-07-26 05:49:51,923 - mmaction - INFO - Epoch [15][260/3757] lr: 1.000e-02, eta: 6 days, 17:36:02, time: 1.691, data_time: 0.020, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.2799, loss: 2.2799, grad_norm: 5.5968 2020-07-26 05:50:28,845 - mmaction - INFO - Epoch [15][280/3757] lr: 1.000e-02, eta: 6 days, 17:35:32, time: 1.849, data_time: 0.011, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7227, loss_cls: 2.2497, loss: 2.2497, grad_norm: 5.3962 2020-07-26 05:51:02,195 - mmaction - INFO - Epoch [15][300/3757] lr: 1.000e-02, eta: 6 days, 17:34:40, time: 1.672, data_time: 0.010, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7086, loss_cls: 2.3279, loss: 2.3279, grad_norm: 5.5417 2020-07-26 05:51:37,021 - mmaction - INFO - Epoch [15][320/3757] lr: 1.000e-02, eta: 6 days, 17:33:56, time: 1.736, data_time: 0.009, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7492, loss_cls: 2.1906, loss: 2.1906, grad_norm: 5.5255 2020-07-26 05:52:10,590 - mmaction - INFO - Epoch [15][340/3757] lr: 1.000e-02, eta: 6 days, 17:33:05, time: 1.685, data_time: 0.009, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7430, loss_cls: 2.1969, loss: 2.1969, grad_norm: 5.6711 2020-07-26 05:52:46,193 - mmaction - INFO - Epoch [15][360/3757] lr: 1.000e-02, eta: 6 days, 17:32:27, time: 1.779, data_time: 0.003, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7133, loss_cls: 2.3126, loss: 2.3126, grad_norm: 5.5819 2020-07-26 05:53:24,262 - mmaction - INFO - Epoch [15][380/3757] lr: 1.000e-02, eta: 6 days, 17:32:02, time: 1.898, data_time: 0.003, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7273, loss_cls: 2.2987, loss: 2.2987, grad_norm: 5.5677 2020-07-26 05:53:57,166 - mmaction - INFO - Epoch [15][400/3757] lr: 1.000e-02, eta: 6 days, 17:31:08, time: 1.652, data_time: 0.010, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7375, loss_cls: 2.2083, loss: 2.2083, grad_norm: 5.5191 2020-07-26 05:54:29,545 - mmaction - INFO - Epoch [15][420/3757] lr: 1.000e-02, eta: 6 days, 17:30:10, time: 1.618, data_time: 0.002, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7188, loss_cls: 2.3005, loss: 2.3005, grad_norm: 5.5375 2020-07-26 05:55:05,444 - mmaction - INFO - Epoch [15][440/3757] lr: 1.000e-02, eta: 6 days, 17:29:32, time: 1.791, data_time: 0.060, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7258, loss_cls: 2.2516, loss: 2.2516, grad_norm: 5.5236 2020-07-26 05:55:42,464 - mmaction - INFO - Epoch [15][460/3757] lr: 1.000e-02, eta: 6 days, 17:29:03, time: 1.855, data_time: 0.025, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7211, loss_cls: 2.2664, loss: 2.2664, grad_norm: 5.5771 2020-07-26 05:56:17,892 - mmaction - INFO - Epoch [15][480/3757] lr: 1.000e-02, eta: 6 days, 17:28:23, time: 1.770, data_time: 0.316, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7242, loss_cls: 2.2613, loss: 2.2613, grad_norm: 5.4321 2020-07-26 05:56:50,420 - mmaction - INFO - Epoch [15][500/3757] lr: 1.000e-02, eta: 6 days, 17:27:26, time: 1.628, data_time: 0.529, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7188, loss_cls: 2.2643, loss: 2.2643, grad_norm: 5.4462 2020-07-26 05:57:26,882 - mmaction - INFO - Epoch [15][520/3757] lr: 1.000e-02, eta: 6 days, 17:26:52, time: 1.822, data_time: 0.676, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7281, loss_cls: 2.2319, loss: 2.2319, grad_norm: 5.4752 2020-07-26 05:57:59,381 - mmaction - INFO - Epoch [15][540/3757] lr: 1.000e-02, eta: 6 days, 17:25:54, time: 1.619, data_time: 1.051, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7273, loss_cls: 2.2850, loss: 2.2850, grad_norm: 5.4263 2020-07-26 05:58:35,752 - mmaction - INFO - Epoch [15][560/3757] lr: 1.000e-02, eta: 6 days, 17:25:21, time: 1.825, data_time: 1.026, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7273, loss_cls: 2.2764, loss: 2.2764, grad_norm: 5.6061 2020-07-26 05:59:12,727 - mmaction - INFO - Epoch [15][580/3757] lr: 1.000e-02, eta: 6 days, 17:24:50, time: 1.844, data_time: 0.311, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7453, loss_cls: 2.1686, loss: 2.1686, grad_norm: 5.4917 2020-07-26 05:59:47,889 - mmaction - INFO - Epoch [15][600/3757] lr: 1.000e-02, eta: 6 days, 17:24:09, time: 1.763, data_time: 0.097, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7180, loss_cls: 2.2658, loss: 2.2658, grad_norm: 5.4801 2020-07-26 06:00:21,597 - mmaction - INFO - Epoch [15][620/3757] lr: 1.000e-02, eta: 6 days, 17:23:17, time: 1.671, data_time: 0.010, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7398, loss_cls: 2.1760, loss: 2.1760, grad_norm: 5.4056 2020-07-26 06:00:57,060 - mmaction - INFO - Epoch [15][640/3757] lr: 1.000e-02, eta: 6 days, 17:22:39, time: 1.788, data_time: 0.106, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7453, loss_cls: 2.1806, loss: 2.1806, grad_norm: 5.5236 2020-07-26 06:01:32,897 - mmaction - INFO - Epoch [15][660/3757] lr: 1.000e-02, eta: 6 days, 17:22:02, time: 1.787, data_time: 0.745, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7305, loss_cls: 2.3133, loss: 2.3133, grad_norm: 5.8098 2020-07-26 06:02:05,965 - mmaction - INFO - Epoch [15][680/3757] lr: 1.000e-02, eta: 6 days, 17:21:08, time: 1.657, data_time: 0.906, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7250, loss_cls: 2.2949, loss: 2.2949, grad_norm: 5.5802 2020-07-26 06:02:40,648 - mmaction - INFO - Epoch [15][700/3757] lr: 1.000e-02, eta: 6 days, 17:20:23, time: 1.729, data_time: 0.658, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7102, loss_cls: 2.3273, loss: 2.3273, grad_norm: 5.5652 2020-07-26 06:03:15,359 - mmaction - INFO - Epoch [15][720/3757] lr: 1.000e-02, eta: 6 days, 17:19:39, time: 1.733, data_time: 0.574, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7250, loss_cls: 2.2505, loss: 2.2505, grad_norm: 5.5580 2020-07-26 06:03:51,535 - mmaction - INFO - Epoch [15][740/3757] lr: 1.000e-02, eta: 6 days, 17:19:05, time: 1.816, data_time: 0.800, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7234, loss_cls: 2.3065, loss: 2.3065, grad_norm: 5.4933 2020-07-26 06:04:26,838 - mmaction - INFO - Epoch [15][760/3757] lr: 1.000e-02, eta: 6 days, 17:18:24, time: 1.766, data_time: 1.134, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7195, loss_cls: 2.3522, loss: 2.3522, grad_norm: 5.5147 2020-07-26 06:04:58,852 - mmaction - INFO - Epoch [15][780/3757] lr: 1.000e-02, eta: 6 days, 17:17:24, time: 1.599, data_time: 0.850, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2141, loss: 2.2141, grad_norm: 5.5407 2020-07-26 06:05:35,180 - mmaction - INFO - Epoch [15][800/3757] lr: 1.000e-02, eta: 6 days, 17:16:50, time: 1.818, data_time: 1.115, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7336, loss_cls: 2.2455, loss: 2.2455, grad_norm: 5.3817 2020-07-26 06:06:09,700 - mmaction - INFO - Epoch [15][820/3757] lr: 1.000e-02, eta: 6 days, 17:16:05, time: 1.726, data_time: 0.726, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7344, loss_cls: 2.2164, loss: 2.2164, grad_norm: 5.4986 2020-07-26 06:06:44,610 - mmaction - INFO - Epoch [15][840/3757] lr: 1.000e-02, eta: 6 days, 17:15:22, time: 1.744, data_time: 0.021, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7039, loss_cls: 2.3668, loss: 2.3668, grad_norm: 5.7552 2020-07-26 06:07:19,525 - mmaction - INFO - Epoch [15][860/3757] lr: 1.000e-02, eta: 6 days, 17:14:39, time: 1.744, data_time: 0.257, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7281, loss_cls: 2.3161, loss: 2.3161, grad_norm: 5.5863 2020-07-26 06:07:54,326 - mmaction - INFO - Epoch [15][880/3757] lr: 1.000e-02, eta: 6 days, 17:13:56, time: 1.742, data_time: 0.115, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7320, loss_cls: 2.2735, loss: 2.2735, grad_norm: 5.5683 2020-07-26 06:08:28,786 - mmaction - INFO - Epoch [15][900/3757] lr: 1.000e-02, eta: 6 days, 17:13:10, time: 1.719, data_time: 0.280, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7172, loss_cls: 2.3194, loss: 2.3194, grad_norm: 5.6178 2020-07-26 06:09:02,915 - mmaction - INFO - Epoch [15][920/3757] lr: 1.000e-02, eta: 6 days, 17:12:23, time: 1.710, data_time: 0.113, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7164, loss_cls: 2.3171, loss: 2.3171, grad_norm: 5.6682 2020-07-26 06:09:43,897 - mmaction - INFO - Epoch [15][940/3757] lr: 1.000e-02, eta: 6 days, 17:12:16, time: 2.042, data_time: 1.163, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7242, loss_cls: 2.2620, loss: 2.2620, grad_norm: 5.3943 2020-07-26 06:10:15,643 - mmaction - INFO - Epoch [15][960/3757] lr: 1.000e-02, eta: 6 days, 17:11:15, time: 1.595, data_time: 0.674, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.1685, loss: 2.1685, grad_norm: 5.5341 2020-07-26 06:10:50,422 - mmaction - INFO - Epoch [15][980/3757] lr: 1.000e-02, eta: 6 days, 17:10:31, time: 1.737, data_time: 0.943, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.1654, loss: 2.1654, grad_norm: 5.4274 2020-07-26 06:11:26,886 - mmaction - INFO - Epoch [15][1000/3757] lr: 1.000e-02, eta: 6 days, 17:09:57, time: 1.817, data_time: 1.181, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7422, loss_cls: 2.2830, loss: 2.2830, grad_norm: 5.6143 2020-07-26 06:12:02,279 - mmaction - INFO - Epoch [15][1020/3757] lr: 1.000e-02, eta: 6 days, 17:09:18, time: 1.777, data_time: 1.096, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7305, loss_cls: 2.2412, loss: 2.2412, grad_norm: 5.5383 2020-07-26 06:12:35,643 - mmaction - INFO - Epoch [15][1040/3757] lr: 1.000e-02, eta: 6 days, 17:08:26, time: 1.669, data_time: 0.847, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7414, loss_cls: 2.2002, loss: 2.2002, grad_norm: 5.3929 2020-07-26 06:13:12,858 - mmaction - INFO - Epoch [15][1060/3757] lr: 1.000e-02, eta: 6 days, 17:07:57, time: 1.860, data_time: 0.178, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7242, loss_cls: 2.2798, loss: 2.2798, grad_norm: 5.6396 2020-07-26 06:13:46,695 - mmaction - INFO - Epoch [15][1080/3757] lr: 1.000e-02, eta: 6 days, 17:07:08, time: 1.687, data_time: 0.029, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7266, loss_cls: 2.2924, loss: 2.2924, grad_norm: 5.5315 2020-07-26 06:14:21,184 - mmaction - INFO - Epoch [15][1100/3757] lr: 1.000e-02, eta: 6 days, 17:06:23, time: 1.729, data_time: 0.011, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7086, loss_cls: 2.3362, loss: 2.3362, grad_norm: 5.4930 2020-07-26 06:14:56,510 - mmaction - INFO - Epoch [15][1120/3757] lr: 1.000e-02, eta: 6 days, 17:05:43, time: 1.765, data_time: 0.014, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7258, loss_cls: 2.2469, loss: 2.2469, grad_norm: 5.5355 2020-07-26 06:15:33,370 - mmaction - INFO - Epoch [15][1140/3757] lr: 1.000e-02, eta: 6 days, 17:05:12, time: 1.844, data_time: 0.080, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7281, loss_cls: 2.2649, loss: 2.2649, grad_norm: 5.5569 2020-07-26 06:16:05,691 - mmaction - INFO - Epoch [15][1160/3757] lr: 1.000e-02, eta: 6 days, 17:04:14, time: 1.617, data_time: 0.066, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2405, loss: 2.2405, grad_norm: 5.6178 2020-07-26 06:16:40,519 - mmaction - INFO - Epoch [15][1180/3757] lr: 1.000e-02, eta: 6 days, 17:03:29, time: 1.732, data_time: 0.134, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7031, loss_cls: 2.4227, loss: 2.4227, grad_norm: 5.6619 2020-07-26 06:17:17,165 - mmaction - INFO - Epoch [15][1200/3757] lr: 1.000e-02, eta: 6 days, 17:02:58, time: 1.840, data_time: 0.019, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7383, loss_cls: 2.2230, loss: 2.2230, grad_norm: 5.6380 2020-07-26 06:17:50,250 - mmaction - INFO - Epoch [15][1220/3757] lr: 1.000e-02, eta: 6 days, 17:02:04, time: 1.655, data_time: 0.015, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7141, loss_cls: 2.2811, loss: 2.2811, grad_norm: 5.5346 2020-07-26 06:18:25,846 - mmaction - INFO - Epoch [15][1240/3757] lr: 1.000e-02, eta: 6 days, 17:01:26, time: 1.779, data_time: 0.126, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7250, loss_cls: 2.3877, loss: 2.3877, grad_norm: 5.6290 2020-07-26 06:19:01,785 - mmaction - INFO - Epoch [15][1260/3757] lr: 1.000e-02, eta: 6 days, 17:00:49, time: 1.798, data_time: 0.243, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7305, loss_cls: 2.2327, loss: 2.2327, grad_norm: 5.5436 2020-07-26 06:19:35,738 - mmaction - INFO - Epoch [15][1280/3757] lr: 1.000e-02, eta: 6 days, 17:00:00, time: 1.691, data_time: 0.085, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7375, loss_cls: 2.2165, loss: 2.2165, grad_norm: 5.5026 2020-07-26 06:20:07,856 - mmaction - INFO - Epoch [15][1300/3757] lr: 1.000e-02, eta: 6 days, 16:59:02, time: 1.612, data_time: 0.782, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7172, loss_cls: 2.3259, loss: 2.3259, grad_norm: 5.6855 2020-07-26 06:20:43,027 - mmaction - INFO - Epoch [15][1320/3757] lr: 1.000e-02, eta: 6 days, 16:58:21, time: 1.759, data_time: 0.462, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7258, loss_cls: 2.2530, loss: 2.2530, grad_norm: 5.6778 2020-07-26 06:21:15,474 - mmaction - INFO - Epoch [15][1340/3757] lr: 1.000e-02, eta: 6 days, 16:57:23, time: 1.622, data_time: 0.167, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7125, loss_cls: 2.3231, loss: 2.3231, grad_norm: 5.6953 2020-07-26 06:21:53,394 - mmaction - INFO - Epoch [15][1360/3757] lr: 1.000e-02, eta: 6 days, 16:56:58, time: 1.892, data_time: 0.216, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7445, loss_cls: 2.2210, loss: 2.2210, grad_norm: 5.4214 2020-07-26 06:22:28,273 - mmaction - INFO - Epoch [15][1380/3757] lr: 1.000e-02, eta: 6 days, 16:56:16, time: 1.746, data_time: 0.011, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7258, loss_cls: 2.2407, loss: 2.2407, grad_norm: 5.5887 2020-07-26 06:23:03,847 - mmaction - INFO - Epoch [15][1400/3757] lr: 1.000e-02, eta: 6 days, 16:55:37, time: 1.778, data_time: 0.003, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7305, loss_cls: 2.2084, loss: 2.2084, grad_norm: 5.4697 2020-07-26 06:23:35,181 - mmaction - INFO - Epoch [15][1420/3757] lr: 1.000e-02, eta: 6 days, 16:54:33, time: 1.569, data_time: 0.004, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7063, loss_cls: 2.3069, loss: 2.3069, grad_norm: 5.4265 2020-07-26 06:24:09,264 - mmaction - INFO - Epoch [15][1440/3757] lr: 1.000e-02, eta: 6 days, 16:53:45, time: 1.697, data_time: 0.007, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7398, loss_cls: 2.2132, loss: 2.2132, grad_norm: 5.4898 2020-07-26 06:24:46,733 - mmaction - INFO - Epoch [15][1460/3757] lr: 1.000e-02, eta: 6 days, 16:53:18, time: 1.880, data_time: 0.010, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7227, loss_cls: 2.2634, loss: 2.2634, grad_norm: 5.5128 2020-07-26 06:25:22,041 - mmaction - INFO - Epoch [15][1480/3757] lr: 1.000e-02, eta: 6 days, 16:52:38, time: 1.763, data_time: 0.009, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7367, loss_cls: 2.2328, loss: 2.2328, grad_norm: 5.6312 2020-07-26 06:25:58,482 - mmaction - INFO - Epoch [15][1500/3757] lr: 1.000e-02, eta: 6 days, 16:52:05, time: 1.826, data_time: 0.009, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7227, loss_cls: 2.2615, loss: 2.2615, grad_norm: 5.5680 2020-07-26 06:26:33,544 - mmaction - INFO - Epoch [15][1520/3757] lr: 1.000e-02, eta: 6 days, 16:51:22, time: 1.748, data_time: 0.026, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7023, loss_cls: 2.3743, loss: 2.3743, grad_norm: 5.6671 2020-07-26 06:27:06,324 - mmaction - INFO - Epoch [15][1540/3757] lr: 1.000e-02, eta: 6 days, 16:50:28, time: 1.642, data_time: 0.009, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6984, loss_cls: 2.3579, loss: 2.3579, grad_norm: 5.5882 2020-07-26 06:27:41,788 - mmaction - INFO - Epoch [15][1560/3757] lr: 1.000e-02, eta: 6 days, 16:49:48, time: 1.774, data_time: 0.009, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7133, loss_cls: 2.3137, loss: 2.3137, grad_norm: 5.4575 2020-07-26 06:28:19,151 - mmaction - INFO - Epoch [15][1580/3757] lr: 1.000e-02, eta: 6 days, 16:49:20, time: 1.864, data_time: 0.077, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7039, loss_cls: 2.4049, loss: 2.4049, grad_norm: 5.8030 2020-07-26 06:28:55,382 - mmaction - INFO - Epoch [15][1600/3757] lr: 1.000e-02, eta: 6 days, 16:48:46, time: 1.816, data_time: 0.262, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.2603, loss: 2.2603, grad_norm: 5.4756 2020-07-26 06:29:32,005 - mmaction - INFO - Epoch [15][1620/3757] lr: 1.000e-02, eta: 6 days, 16:48:13, time: 1.827, data_time: 0.731, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7273, loss_cls: 2.2611, loss: 2.2611, grad_norm: 5.5921 2020-07-26 06:30:05,434 - mmaction - INFO - Epoch [15][1640/3757] lr: 1.000e-02, eta: 6 days, 16:47:21, time: 1.667, data_time: 0.099, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7469, loss_cls: 2.2014, loss: 2.2014, grad_norm: 5.4677 2020-07-26 06:30:39,271 - mmaction - INFO - Epoch [15][1660/3757] lr: 1.000e-02, eta: 6 days, 16:46:33, time: 1.701, data_time: 0.457, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7141, loss_cls: 2.2677, loss: 2.2677, grad_norm: 5.4323 2020-07-26 06:31:13,547 - mmaction - INFO - Epoch [15][1680/3757] lr: 1.000e-02, eta: 6 days, 16:45:46, time: 1.711, data_time: 0.799, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7242, loss_cls: 2.2405, loss: 2.2405, grad_norm: 5.5710 2020-07-26 06:31:52,194 - mmaction - INFO - Epoch [15][1700/3757] lr: 1.000e-02, eta: 6 days, 16:45:26, time: 1.929, data_time: 0.986, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7180, loss_cls: 2.3546, loss: 2.3546, grad_norm: 5.6802 2020-07-26 06:32:24,773 - mmaction - INFO - Epoch [15][1720/3757] lr: 1.000e-02, eta: 6 days, 16:44:30, time: 1.634, data_time: 1.035, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7312, loss_cls: 2.2667, loss: 2.2667, grad_norm: 5.4565 2020-07-26 06:33:00,128 - mmaction - INFO - Epoch [15][1740/3757] lr: 1.000e-02, eta: 6 days, 16:43:50, time: 1.768, data_time: 0.268, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7156, loss_cls: 2.2435, loss: 2.2435, grad_norm: 5.4405 2020-07-26 06:33:34,766 - mmaction - INFO - Epoch [15][1760/3757] lr: 1.000e-02, eta: 6 days, 16:43:06, time: 1.730, data_time: 0.013, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7117, loss_cls: 2.3126, loss: 2.3126, grad_norm: 5.5845 2020-07-26 06:34:10,270 - mmaction - INFO - Epoch [15][1780/3757] lr: 1.000e-02, eta: 6 days, 16:42:26, time: 1.768, data_time: 0.018, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7141, loss_cls: 2.3394, loss: 2.3394, grad_norm: 5.4956 2020-07-26 06:34:44,537 - mmaction - INFO - Epoch [15][1800/3757] lr: 1.000e-02, eta: 6 days, 16:41:41, time: 1.722, data_time: 0.013, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7281, loss_cls: 2.2860, loss: 2.2860, grad_norm: 5.5273 2020-07-26 06:35:21,133 - mmaction - INFO - Epoch [15][1820/3757] lr: 1.000e-02, eta: 6 days, 16:41:07, time: 1.822, data_time: 0.008, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7211, loss_cls: 2.2337, loss: 2.2337, grad_norm: 5.3754 2020-07-26 06:35:55,803 - mmaction - INFO - Epoch [15][1840/3757] lr: 1.000e-02, eta: 6 days, 16:40:24, time: 1.739, data_time: 0.010, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7078, loss_cls: 2.3287, loss: 2.3287, grad_norm: 5.4461 2020-07-26 06:36:33,657 - mmaction - INFO - Epoch [15][1860/3757] lr: 1.000e-02, eta: 6 days, 16:39:58, time: 1.886, data_time: 0.009, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7141, loss_cls: 2.3353, loss: 2.3353, grad_norm: 5.5906 2020-07-26 06:37:05,688 - mmaction - INFO - Epoch [15][1880/3757] lr: 1.000e-02, eta: 6 days, 16:39:00, time: 1.609, data_time: 0.024, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7242, loss_cls: 2.2079, loss: 2.2079, grad_norm: 5.3795 2020-07-26 06:37:42,577 - mmaction - INFO - Epoch [15][1900/3757] lr: 1.000e-02, eta: 6 days, 16:38:28, time: 1.836, data_time: 0.020, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7156, loss_cls: 2.2581, loss: 2.2581, grad_norm: 5.4801 2020-07-26 06:38:18,136 - mmaction - INFO - Epoch [15][1920/3757] lr: 1.000e-02, eta: 6 days, 16:37:50, time: 1.786, data_time: 0.012, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7289, loss_cls: 2.2668, loss: 2.2668, grad_norm: 5.5103 2020-07-26 06:38:55,621 - mmaction - INFO - Epoch [15][1940/3757] lr: 1.000e-02, eta: 6 days, 16:37:23, time: 1.872, data_time: 0.009, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7305, loss_cls: 2.2587, loss: 2.2587, grad_norm: 5.6241 2020-07-26 06:39:32,611 - mmaction - INFO - Epoch [15][1960/3757] lr: 1.000e-02, eta: 6 days, 16:36:53, time: 1.851, data_time: 0.004, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7383, loss_cls: 2.2350, loss: 2.2350, grad_norm: 5.6622 2020-07-26 06:40:09,149 - mmaction - INFO - Epoch [15][1980/3757] lr: 1.000e-02, eta: 6 days, 16:36:20, time: 1.827, data_time: 0.215, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7367, loss_cls: 2.2045, loss: 2.2045, grad_norm: 5.4796 2020-07-26 06:40:43,720 - mmaction - INFO - Epoch [15][2000/3757] lr: 1.000e-02, eta: 6 days, 16:35:35, time: 1.728, data_time: 0.341, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7414, loss_cls: 2.1982, loss: 2.1982, grad_norm: 5.6984 2020-07-26 06:41:19,492 - mmaction - INFO - Epoch [15][2020/3757] lr: 1.000e-02, eta: 6 days, 16:34:57, time: 1.784, data_time: 0.874, memory: 5170, top1_acc: 0.4641, top5_acc: 0.6992, loss_cls: 2.3473, loss: 2.3473, grad_norm: 5.6473 2020-07-26 06:41:55,111 - mmaction - INFO - Epoch [15][2040/3757] lr: 1.000e-02, eta: 6 days, 16:34:18, time: 1.776, data_time: 0.908, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7070, loss_cls: 2.3504, loss: 2.3504, grad_norm: 5.5963 2020-07-26 06:42:30,179 - mmaction - INFO - Epoch [15][2060/3757] lr: 1.000e-02, eta: 6 days, 16:33:38, time: 1.764, data_time: 1.187, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7367, loss_cls: 2.2603, loss: 2.2603, grad_norm: 5.4304 2020-07-26 06:43:07,852 - mmaction - INFO - Epoch [15][2080/3757] lr: 1.000e-02, eta: 6 days, 16:33:12, time: 1.883, data_time: 1.312, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7070, loss_cls: 2.3689, loss: 2.3689, grad_norm: 5.7293 2020-07-26 06:43:40,584 - mmaction - INFO - Epoch [15][2100/3757] lr: 1.000e-02, eta: 6 days, 16:32:16, time: 1.637, data_time: 0.759, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7266, loss_cls: 2.2895, loss: 2.2895, grad_norm: 5.4683 2020-07-26 06:44:17,959 - mmaction - INFO - Epoch [15][2120/3757] lr: 1.000e-02, eta: 6 days, 16:31:48, time: 1.865, data_time: 0.154, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7195, loss_cls: 2.2524, loss: 2.2524, grad_norm: 5.4868 2020-07-26 06:44:51,470 - mmaction - INFO - Epoch [15][2140/3757] lr: 1.000e-02, eta: 6 days, 16:30:58, time: 1.678, data_time: 0.686, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7359, loss_cls: 2.1987, loss: 2.1987, grad_norm: 5.3922 2020-07-26 06:45:26,448 - mmaction - INFO - Epoch [15][2160/3757] lr: 1.000e-02, eta: 6 days, 16:30:15, time: 1.743, data_time: 0.198, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7398, loss_cls: 2.2110, loss: 2.2110, grad_norm: 5.4774 2020-07-26 06:46:01,933 - mmaction - INFO - Epoch [15][2180/3757] lr: 1.000e-02, eta: 6 days, 16:29:37, time: 1.782, data_time: 0.072, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7281, loss_cls: 2.2341, loss: 2.2341, grad_norm: 5.4880 2020-07-26 06:46:38,292 - mmaction - INFO - Epoch [15][2200/3757] lr: 1.000e-02, eta: 6 days, 16:29:02, time: 1.809, data_time: 0.858, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.2473, loss: 2.2473, grad_norm: 5.4619 2020-07-26 06:47:09,820 - mmaction - INFO - Epoch [15][2220/3757] lr: 1.000e-02, eta: 6 days, 16:28:00, time: 1.584, data_time: 0.673, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7234, loss_cls: 2.2924, loss: 2.2924, grad_norm: 5.6393 2020-07-26 06:47:43,573 - mmaction - INFO - Epoch [15][2240/3757] lr: 1.000e-02, eta: 6 days, 16:27:11, time: 1.682, data_time: 1.069, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7250, loss_cls: 2.2781, loss: 2.2781, grad_norm: 5.5262 2020-07-26 06:48:19,677 - mmaction - INFO - Epoch [15][2260/3757] lr: 1.000e-02, eta: 6 days, 16:26:36, time: 1.811, data_time: 1.168, memory: 5170, top1_acc: 0.4617, top5_acc: 0.6883, loss_cls: 2.3931, loss: 2.3931, grad_norm: 5.6963 2020-07-26 06:48:54,799 - mmaction - INFO - Epoch [15][2280/3757] lr: 1.000e-02, eta: 6 days, 16:25:54, time: 1.748, data_time: 0.846, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7195, loss_cls: 2.2742, loss: 2.2742, grad_norm: 5.4831 2020-07-26 06:49:34,756 - mmaction - INFO - Epoch [15][2300/3757] lr: 1.000e-02, eta: 6 days, 16:25:41, time: 2.001, data_time: 0.270, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7211, loss_cls: 2.2445, loss: 2.2445, grad_norm: 5.4982 2020-07-26 06:50:10,743 - mmaction - INFO - Epoch [15][2320/3757] lr: 1.000e-02, eta: 6 days, 16:25:06, time: 1.805, data_time: 0.107, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7211, loss_cls: 2.3150, loss: 2.3150, grad_norm: 5.6091 2020-07-26 06:50:44,068 - mmaction - INFO - Epoch [15][2340/3757] lr: 1.000e-02, eta: 6 days, 16:24:14, time: 1.665, data_time: 0.908, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7414, loss_cls: 2.2132, loss: 2.2132, grad_norm: 5.3554 2020-07-26 06:51:18,896 - mmaction - INFO - Epoch [15][2360/3757] lr: 1.000e-02, eta: 6 days, 16:23:31, time: 1.743, data_time: 1.114, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7367, loss_cls: 2.2714, loss: 2.2714, grad_norm: 5.3944 2020-07-26 06:51:51,339 - mmaction - INFO - Epoch [15][2380/3757] lr: 1.000e-02, eta: 6 days, 16:22:34, time: 1.620, data_time: 0.642, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7016, loss_cls: 2.3523, loss: 2.3523, grad_norm: 5.4854 2020-07-26 06:52:27,674 - mmaction - INFO - Epoch [15][2400/3757] lr: 1.000e-02, eta: 6 days, 16:22:00, time: 1.817, data_time: 0.111, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7148, loss_cls: 2.3345, loss: 2.3345, grad_norm: 5.5208 2020-07-26 06:53:00,553 - mmaction - INFO - Epoch [15][2420/3757] lr: 1.000e-02, eta: 6 days, 16:21:05, time: 1.640, data_time: 0.218, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7258, loss_cls: 2.2490, loss: 2.2490, grad_norm: 5.5269 2020-07-26 06:53:35,969 - mmaction - INFO - Epoch [15][2440/3757] lr: 1.000e-02, eta: 6 days, 16:20:26, time: 1.775, data_time: 0.065, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7258, loss_cls: 2.3152, loss: 2.3152, grad_norm: 5.6490 2020-07-26 06:54:11,872 - mmaction - INFO - Epoch [15][2460/3757] lr: 1.000e-02, eta: 6 days, 16:19:49, time: 1.791, data_time: 0.008, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7445, loss_cls: 2.1915, loss: 2.1915, grad_norm: 5.5643 2020-07-26 06:54:49,270 - mmaction - INFO - Epoch [15][2480/3757] lr: 1.000e-02, eta: 6 days, 16:19:22, time: 1.873, data_time: 0.009, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2560, loss: 2.2560, grad_norm: 5.6775 2020-07-26 06:55:22,925 - mmaction - INFO - Epoch [15][2500/3757] lr: 1.000e-02, eta: 6 days, 16:18:32, time: 1.679, data_time: 0.008, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7000, loss_cls: 2.3214, loss: 2.3214, grad_norm: 5.6134 2020-07-26 06:55:56,391 - mmaction - INFO - Epoch [15][2520/3757] lr: 1.000e-02, eta: 6 days, 16:17:42, time: 1.678, data_time: 0.010, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7406, loss_cls: 2.2321, loss: 2.2321, grad_norm: 5.5036 2020-07-26 06:56:31,729 - mmaction - INFO - Epoch [15][2540/3757] lr: 1.000e-02, eta: 6 days, 16:17:01, time: 1.762, data_time: 0.069, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7266, loss_cls: 2.2242, loss: 2.2242, grad_norm: 5.5655 2020-07-26 06:57:08,734 - mmaction - INFO - Epoch [15][2560/3757] lr: 1.000e-02, eta: 6 days, 16:16:31, time: 1.854, data_time: 0.009, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7469, loss_cls: 2.2115, loss: 2.2115, grad_norm: 5.5494 2020-07-26 06:57:41,169 - mmaction - INFO - Epoch [15][2580/3757] lr: 1.000e-02, eta: 6 days, 16:15:34, time: 1.619, data_time: 0.010, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7367, loss_cls: 2.2250, loss: 2.2250, grad_norm: 5.4634 2020-07-26 06:58:15,884 - mmaction - INFO - Epoch [15][2600/3757] lr: 1.000e-02, eta: 6 days, 16:14:51, time: 1.741, data_time: 0.017, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7406, loss_cls: 2.1727, loss: 2.1727, grad_norm: 5.4853 2020-07-26 06:58:55,940 - mmaction - INFO - Epoch [15][2620/3757] lr: 1.000e-02, eta: 6 days, 16:14:38, time: 1.997, data_time: 0.009, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7156, loss_cls: 2.2189, loss: 2.2189, grad_norm: 5.5736 2020-07-26 06:59:28,413 - mmaction - INFO - Epoch [15][2640/3757] lr: 1.000e-02, eta: 6 days, 16:13:42, time: 1.629, data_time: 0.009, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7367, loss_cls: 2.1918, loss: 2.1918, grad_norm: 5.4455 2020-07-26 07:00:01,525 - mmaction - INFO - Epoch [15][2660/3757] lr: 1.000e-02, eta: 6 days, 16:12:49, time: 1.652, data_time: 0.009, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7312, loss_cls: 2.2503, loss: 2.2503, grad_norm: 5.5299 2020-07-26 07:00:38,166 - mmaction - INFO - Epoch [15][2680/3757] lr: 1.000e-02, eta: 6 days, 16:12:16, time: 1.824, data_time: 0.009, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7188, loss_cls: 2.3254, loss: 2.3254, grad_norm: 5.7199 2020-07-26 07:01:11,753 - mmaction - INFO - Epoch [15][2700/3757] lr: 1.000e-02, eta: 6 days, 16:11:27, time: 1.685, data_time: 0.035, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7359, loss_cls: 2.2440, loss: 2.2440, grad_norm: 5.7424 2020-07-26 07:01:46,226 - mmaction - INFO - Epoch [15][2720/3757] lr: 1.000e-02, eta: 6 days, 16:10:43, time: 1.730, data_time: 0.011, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7469, loss_cls: 2.1889, loss: 2.1889, grad_norm: 5.5107 2020-07-26 07:02:23,779 - mmaction - INFO - Epoch [15][2740/3757] lr: 1.000e-02, eta: 6 days, 16:10:15, time: 1.871, data_time: 0.009, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7484, loss_cls: 2.1066, loss: 2.1066, grad_norm: 5.4115 2020-07-26 07:02:56,824 - mmaction - INFO - Epoch [15][2760/3757] lr: 1.000e-02, eta: 6 days, 16:09:23, time: 1.658, data_time: 0.010, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7211, loss_cls: 2.2783, loss: 2.2783, grad_norm: 5.5988 2020-07-26 07:03:31,483 - mmaction - INFO - Epoch [15][2780/3757] lr: 1.000e-02, eta: 6 days, 16:08:39, time: 1.731, data_time: 0.004, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7367, loss_cls: 2.2811, loss: 2.2811, grad_norm: 5.8978 2020-07-26 07:04:10,704 - mmaction - INFO - Epoch [15][2800/3757] lr: 1.000e-02, eta: 6 days, 16:08:21, time: 1.959, data_time: 0.011, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7133, loss_cls: 2.3797, loss: 2.3797, grad_norm: 5.8395 2020-07-26 07:04:43,728 - mmaction - INFO - Epoch [15][2820/3757] lr: 1.000e-02, eta: 6 days, 16:07:28, time: 1.655, data_time: 0.008, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7234, loss_cls: 2.2774, loss: 2.2774, grad_norm: 5.5348 2020-07-26 07:05:20,575 - mmaction - INFO - Epoch [15][2840/3757] lr: 1.000e-02, eta: 6 days, 16:06:57, time: 1.844, data_time: 0.011, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7227, loss_cls: 2.2590, loss: 2.2590, grad_norm: 5.4906 2020-07-26 07:05:54,840 - mmaction - INFO - Epoch [15][2860/3757] lr: 1.000e-02, eta: 6 days, 16:06:11, time: 1.713, data_time: 0.002, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7234, loss_cls: 2.2969, loss: 2.2969, grad_norm: 5.4972 2020-07-26 07:06:28,228 - mmaction - INFO - Epoch [15][2880/3757] lr: 1.000e-02, eta: 6 days, 16:05:20, time: 1.665, data_time: 0.006, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7203, loss_cls: 2.2546, loss: 2.2546, grad_norm: 5.4448 2020-07-26 07:07:02,518 - mmaction - INFO - Epoch [15][2900/3757] lr: 1.000e-02, eta: 6 days, 16:04:34, time: 1.718, data_time: 0.007, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7398, loss_cls: 2.2256, loss: 2.2256, grad_norm: 5.3911 2020-07-26 07:07:35,385 - mmaction - INFO - Epoch [15][2920/3757] lr: 1.000e-02, eta: 6 days, 16:03:40, time: 1.637, data_time: 0.007, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7211, loss_cls: 2.2672, loss: 2.2672, grad_norm: 5.4559 2020-07-26 07:08:10,062 - mmaction - INFO - Epoch [15][2940/3757] lr: 1.000e-02, eta: 6 days, 16:02:56, time: 1.733, data_time: 0.453, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7367, loss_cls: 2.2738, loss: 2.2738, grad_norm: 5.5326 2020-07-26 07:08:46,713 - mmaction - INFO - Epoch [15][2960/3757] lr: 1.000e-02, eta: 6 days, 16:02:25, time: 1.840, data_time: 0.946, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7031, loss_cls: 2.3962, loss: 2.3962, grad_norm: 5.5582 2020-07-26 07:09:21,629 - mmaction - INFO - Epoch [15][2980/3757] lr: 1.000e-02, eta: 6 days, 16:01:42, time: 1.739, data_time: 1.173, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7219, loss_cls: 2.3397, loss: 2.3397, grad_norm: 5.6150 2020-07-26 07:09:54,146 - mmaction - INFO - Epoch [15][3000/3757] lr: 1.000e-02, eta: 6 days, 16:00:46, time: 1.631, data_time: 0.895, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7172, loss_cls: 2.2525, loss: 2.2525, grad_norm: 5.4391 2020-07-26 07:10:30,285 - mmaction - INFO - Epoch [15][3020/3757] lr: 1.000e-02, eta: 6 days, 16:00:10, time: 1.800, data_time: 0.391, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7344, loss_cls: 2.2331, loss: 2.2331, grad_norm: 5.5008 2020-07-26 07:11:08,465 - mmaction - INFO - Epoch [15][3040/3757] lr: 1.000e-02, eta: 6 days, 15:59:48, time: 1.917, data_time: 0.965, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7242, loss_cls: 2.2707, loss: 2.2707, grad_norm: 5.5178 2020-07-26 07:11:40,420 - mmaction - INFO - Epoch [15][3060/3757] lr: 1.000e-02, eta: 6 days, 15:58:49, time: 1.598, data_time: 1.015, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7258, loss_cls: 2.3085, loss: 2.3085, grad_norm: 5.4522 2020-07-26 07:12:13,340 - mmaction - INFO - Epoch [15][3080/3757] lr: 1.000e-02, eta: 6 days, 15:57:54, time: 1.637, data_time: 0.637, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7031, loss_cls: 2.3608, loss: 2.3608, grad_norm: 5.5563 2020-07-26 07:12:51,491 - mmaction - INFO - Epoch [15][3100/3757] lr: 1.000e-02, eta: 6 days, 15:57:31, time: 1.915, data_time: 0.012, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7242, loss_cls: 2.3012, loss: 2.3012, grad_norm: 5.6727 2020-07-26 07:13:27,607 - mmaction - INFO - Epoch [15][3120/3757] lr: 1.000e-02, eta: 6 days, 15:56:55, time: 1.800, data_time: 0.008, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7242, loss_cls: 2.3292, loss: 2.3292, grad_norm: 5.4832 2020-07-26 07:14:01,327 - mmaction - INFO - Epoch [15][3140/3757] lr: 1.000e-02, eta: 6 days, 15:56:07, time: 1.690, data_time: 0.009, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7391, loss_cls: 2.2360, loss: 2.2360, grad_norm: 5.4470 2020-07-26 07:14:37,203 - mmaction - INFO - Epoch [15][3160/3757] lr: 1.000e-02, eta: 6 days, 15:55:30, time: 1.793, data_time: 0.010, memory: 5170, top1_acc: 0.4570, top5_acc: 0.6977, loss_cls: 2.3973, loss: 2.3973, grad_norm: 5.7493 2020-07-26 07:15:11,693 - mmaction - INFO - Epoch [15][3180/3757] lr: 1.000e-02, eta: 6 days, 15:54:45, time: 1.722, data_time: 0.008, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7336, loss_cls: 2.2433, loss: 2.2433, grad_norm: 5.5909 2020-07-26 07:15:44,842 - mmaction - INFO - Epoch [15][3200/3757] lr: 1.000e-02, eta: 6 days, 15:53:54, time: 1.664, data_time: 0.010, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7422, loss_cls: 2.2433, loss: 2.2433, grad_norm: 5.5901 2020-07-26 07:16:20,155 - mmaction - INFO - Epoch [15][3220/3757] lr: 1.000e-02, eta: 6 days, 15:53:13, time: 1.758, data_time: 0.038, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7461, loss_cls: 2.2278, loss: 2.2278, grad_norm: 5.6013 2020-07-26 07:16:54,744 - mmaction - INFO - Epoch [15][3240/3757] lr: 1.000e-02, eta: 6 days, 15:52:30, time: 1.734, data_time: 0.010, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7320, loss_cls: 2.2254, loss: 2.2254, grad_norm: 5.4716 2020-07-26 07:17:28,962 - mmaction - INFO - Epoch [15][3260/3757] lr: 1.000e-02, eta: 6 days, 15:51:44, time: 1.713, data_time: 0.004, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.3290, loss: 2.3290, grad_norm: 5.6529 2020-07-26 07:18:06,627 - mmaction - INFO - Epoch [15][3280/3757] lr: 1.000e-02, eta: 6 days, 15:51:17, time: 1.883, data_time: 0.010, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7164, loss_cls: 2.3354, loss: 2.3354, grad_norm: 5.6519 2020-07-26 07:18:38,734 - mmaction - INFO - Epoch [15][3300/3757] lr: 1.000e-02, eta: 6 days, 15:50:19, time: 1.605, data_time: 0.006, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.2973, loss: 2.2973, grad_norm: 5.5284 2020-07-26 07:19:17,606 - mmaction - INFO - Epoch [15][3320/3757] lr: 1.000e-02, eta: 6 days, 15:49:59, time: 1.938, data_time: 0.008, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7336, loss_cls: 2.2887, loss: 2.2887, grad_norm: 5.5913 2020-07-26 07:19:51,893 - mmaction - INFO - Epoch [15][3340/3757] lr: 1.000e-02, eta: 6 days, 15:49:14, time: 1.719, data_time: 0.010, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7227, loss_cls: 2.3148, loss: 2.3148, grad_norm: 5.6136 2020-07-26 07:20:25,655 - mmaction - INFO - Epoch [15][3360/3757] lr: 1.000e-02, eta: 6 days, 15:48:24, time: 1.680, data_time: 0.008, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7086, loss_cls: 2.3641, loss: 2.3641, grad_norm: 5.5940 2020-07-26 07:21:01,515 - mmaction - INFO - Epoch [15][3380/3757] lr: 1.000e-02, eta: 6 days, 15:47:48, time: 1.799, data_time: 0.382, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7219, loss_cls: 2.2810, loss: 2.2810, grad_norm: 5.5503 2020-07-26 07:21:34,885 - mmaction - INFO - Epoch [15][3400/3757] lr: 1.000e-02, eta: 6 days, 15:46:57, time: 1.669, data_time: 0.078, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7352, loss_cls: 2.2091, loss: 2.2091, grad_norm: 5.4165 2020-07-26 07:22:12,146 - mmaction - INFO - Epoch [15][3420/3757] lr: 1.000e-02, eta: 6 days, 15:46:28, time: 1.858, data_time: 0.041, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7312, loss_cls: 2.2370, loss: 2.2370, grad_norm: 5.5630 2020-07-26 07:22:46,598 - mmaction - INFO - Epoch [15][3440/3757] lr: 1.000e-02, eta: 6 days, 15:45:44, time: 1.727, data_time: 0.011, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7219, loss_cls: 2.2286, loss: 2.2286, grad_norm: 5.3214 2020-07-26 07:23:22,416 - mmaction - INFO - Epoch [15][3460/3757] lr: 1.000e-02, eta: 6 days, 15:45:07, time: 1.790, data_time: 0.006, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.1611, loss: 2.1611, grad_norm: 5.3148 2020-07-26 07:23:57,240 - mmaction - INFO - Epoch [15][3480/3757] lr: 1.000e-02, eta: 6 days, 15:44:25, time: 1.746, data_time: 0.007, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7094, loss_cls: 2.3858, loss: 2.3858, grad_norm: 5.5218 2020-07-26 07:24:27,478 - mmaction - INFO - Epoch [15][3500/3757] lr: 1.000e-02, eta: 6 days, 15:43:16, time: 1.510, data_time: 0.099, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7352, loss_cls: 2.2683, loss: 2.2683, grad_norm: 5.3718 2020-07-26 07:25:05,261 - mmaction - INFO - Epoch [15][3520/3757] lr: 1.000e-02, eta: 6 days, 15:42:50, time: 1.892, data_time: 0.236, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7336, loss_cls: 2.1740, loss: 2.1740, grad_norm: 5.3027 2020-07-26 07:25:37,489 - mmaction - INFO - Epoch [15][3540/3757] lr: 1.000e-02, eta: 6 days, 15:41:52, time: 1.607, data_time: 0.605, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7227, loss_cls: 2.3038, loss: 2.3038, grad_norm: 5.4918 2020-07-26 07:26:10,986 - mmaction - INFO - Epoch [15][3560/3757] lr: 1.000e-02, eta: 6 days, 15:41:02, time: 1.674, data_time: 0.720, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.2890, loss: 2.2890, grad_norm: 5.3977 2020-07-26 07:26:46,438 - mmaction - INFO - Epoch [15][3580/3757] lr: 1.000e-02, eta: 6 days, 15:40:23, time: 1.773, data_time: 0.094, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7242, loss_cls: 2.2526, loss: 2.2526, grad_norm: 5.5502 2020-07-26 07:27:21,692 - mmaction - INFO - Epoch [15][3600/3757] lr: 1.000e-02, eta: 6 days, 15:39:43, time: 1.760, data_time: 0.011, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7266, loss_cls: 2.2719, loss: 2.2719, grad_norm: 5.4988 2020-07-26 07:27:57,816 - mmaction - INFO - Epoch [15][3620/3757] lr: 1.000e-02, eta: 6 days, 15:39:08, time: 1.811, data_time: 0.011, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7211, loss_cls: 2.2973, loss: 2.2973, grad_norm: 5.5425 2020-07-26 07:28:34,860 - mmaction - INFO - Epoch [15][3640/3757] lr: 1.000e-02, eta: 6 days, 15:38:38, time: 1.848, data_time: 0.009, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7133, loss_cls: 2.2621, loss: 2.2621, grad_norm: 5.5891 2020-07-26 07:29:07,774 - mmaction - INFO - Epoch [15][3660/3757] lr: 1.000e-02, eta: 6 days, 15:37:45, time: 1.651, data_time: 0.011, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7250, loss_cls: 2.2702, loss: 2.2702, grad_norm: 5.6030 2020-07-26 07:29:45,094 - mmaction - INFO - Epoch [15][3680/3757] lr: 1.000e-02, eta: 6 days, 15:37:17, time: 1.866, data_time: 0.008, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7289, loss_cls: 2.2640, loss: 2.2640, grad_norm: 5.6752 2020-07-26 07:30:18,479 - mmaction - INFO - Epoch [15][3700/3757] lr: 1.000e-02, eta: 6 days, 15:36:25, time: 1.662, data_time: 0.003, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7203, loss_cls: 2.3203, loss: 2.3203, grad_norm: 5.7046 2020-07-26 07:30:54,555 - mmaction - INFO - Epoch [15][3720/3757] lr: 1.000e-02, eta: 6 days, 15:35:51, time: 1.811, data_time: 0.011, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7141, loss_cls: 2.3428, loss: 2.3428, grad_norm: 5.5676 2020-07-26 07:31:29,803 - mmaction - INFO - Epoch [15][3740/3757] lr: 1.000e-02, eta: 6 days, 15:35:10, time: 1.756, data_time: 0.008, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7344, loss_cls: 2.2192, loss: 2.2192, grad_norm: 5.3586 2020-07-26 07:31:52,074 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-07-26 07:32:44,422 - mmaction - INFO - Epoch [16][20/3757] lr: 1.000e-02, eta: 6 days, 15:32:33, time: 2.535, data_time: 0.960, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7477, loss_cls: 2.2042, loss: 2.2042, grad_norm: 5.3617 2020-07-26 07:33:18,391 - mmaction - INFO - Epoch [16][40/3757] lr: 1.000e-02, eta: 6 days, 15:31:47, time: 1.703, data_time: 0.118, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7336, loss_cls: 2.2549, loss: 2.2549, grad_norm: 5.6614 2020-07-26 07:33:51,587 - mmaction - INFO - Epoch [16][60/3757] lr: 1.000e-02, eta: 6 days, 15:30:55, time: 1.661, data_time: 0.052, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.1983, loss: 2.1983, grad_norm: 5.5892 2020-07-26 07:34:27,742 - mmaction - INFO - Epoch [16][80/3757] lr: 1.000e-02, eta: 6 days, 15:30:19, time: 1.800, data_time: 0.006, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.2062, loss: 2.2062, grad_norm: 5.4937 2020-07-26 07:35:02,647 - mmaction - INFO - Epoch [16][100/3757] lr: 1.000e-02, eta: 6 days, 15:29:38, time: 1.752, data_time: 0.011, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7305, loss_cls: 2.2429, loss: 2.2429, grad_norm: 5.5381 2020-07-26 07:35:39,531 - mmaction - INFO - Epoch [16][120/3757] lr: 1.000e-02, eta: 6 days, 15:29:07, time: 1.845, data_time: 0.003, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.1757, loss: 2.1757, grad_norm: 5.3788 2020-07-26 07:36:11,776 - mmaction - INFO - Epoch [16][140/3757] lr: 1.000e-02, eta: 6 days, 15:28:10, time: 1.607, data_time: 0.009, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7352, loss_cls: 2.2388, loss: 2.2388, grad_norm: 5.4513 2020-07-26 07:36:43,983 - mmaction - INFO - Epoch [16][160/3757] lr: 1.000e-02, eta: 6 days, 15:27:12, time: 1.609, data_time: 0.017, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7258, loss_cls: 2.2033, loss: 2.2033, grad_norm: 5.4737 2020-07-26 07:37:22,761 - mmaction - INFO - Epoch [16][180/3757] lr: 1.000e-02, eta: 6 days, 15:26:53, time: 1.946, data_time: 0.724, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7234, loss_cls: 2.2720, loss: 2.2720, grad_norm: 5.6025 2020-07-26 07:37:54,880 - mmaction - INFO - Epoch [16][200/3757] lr: 1.000e-02, eta: 6 days, 15:25:55, time: 1.601, data_time: 0.572, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7336, loss_cls: 2.2078, loss: 2.2078, grad_norm: 5.4835 2020-07-26 07:38:30,927 - mmaction - INFO - Epoch [16][220/3757] lr: 1.000e-02, eta: 6 days, 15:25:19, time: 1.804, data_time: 0.397, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7328, loss_cls: 2.1980, loss: 2.1980, grad_norm: 5.6188 2020-07-26 07:39:07,702 - mmaction - INFO - Epoch [16][240/3757] lr: 1.000e-02, eta: 6 days, 15:24:48, time: 1.838, data_time: 0.010, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7250, loss_cls: 2.2550, loss: 2.2550, grad_norm: 5.5625 2020-07-26 07:39:40,101 - mmaction - INFO - Epoch [16][260/3757] lr: 1.000e-02, eta: 6 days, 15:23:52, time: 1.624, data_time: 0.451, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7242, loss_cls: 2.2826, loss: 2.2826, grad_norm: 5.6121 2020-07-26 07:40:18,344 - mmaction - INFO - Epoch [16][280/3757] lr: 1.000e-02, eta: 6 days, 15:23:28, time: 1.901, data_time: 0.280, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7312, loss_cls: 2.2228, loss: 2.2228, grad_norm: 5.5719 2020-07-26 07:40:54,000 - mmaction - INFO - Epoch [16][300/3757] lr: 1.000e-02, eta: 6 days, 15:22:51, time: 1.793, data_time: 0.016, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7352, loss_cls: 2.1851, loss: 2.1851, grad_norm: 5.3640 2020-07-26 07:41:28,245 - mmaction - INFO - Epoch [16][320/3757] lr: 1.000e-02, eta: 6 days, 15:22:05, time: 1.709, data_time: 0.007, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.1681, loss: 2.1681, grad_norm: 5.4239 2020-07-26 07:42:04,000 - mmaction - INFO - Epoch [16][340/3757] lr: 1.000e-02, eta: 6 days, 15:21:28, time: 1.791, data_time: 0.012, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7445, loss_cls: 2.1362, loss: 2.1362, grad_norm: 5.3641 2020-07-26 07:42:42,266 - mmaction - INFO - Epoch [16][360/3757] lr: 1.000e-02, eta: 6 days, 15:21:05, time: 1.913, data_time: 0.002, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7578, loss_cls: 2.1388, loss: 2.1388, grad_norm: 5.3675 2020-07-26 07:43:18,173 - mmaction - INFO - Epoch [16][380/3757] lr: 1.000e-02, eta: 6 days, 15:20:28, time: 1.788, data_time: 0.048, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7414, loss_cls: 2.1620, loss: 2.1620, grad_norm: 5.4686 2020-07-26 07:43:50,546 - mmaction - INFO - Epoch [16][400/3757] lr: 1.000e-02, eta: 6 days, 15:19:33, time: 1.626, data_time: 0.655, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7242, loss_cls: 2.2971, loss: 2.2971, grad_norm: 5.6454 2020-07-26 07:44:25,892 - mmaction - INFO - Epoch [16][420/3757] lr: 1.000e-02, eta: 6 days, 15:18:53, time: 1.762, data_time: 0.210, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7172, loss_cls: 2.2668, loss: 2.2668, grad_norm: 5.6802 2020-07-26 07:45:01,050 - mmaction - INFO - Epoch [16][440/3757] lr: 1.000e-02, eta: 6 days, 15:18:13, time: 1.761, data_time: 0.617, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7164, loss_cls: 2.3213, loss: 2.3213, grad_norm: 5.5315 2020-07-26 07:45:35,332 - mmaction - INFO - Epoch [16][460/3757] lr: 1.000e-02, eta: 6 days, 15:17:27, time: 1.715, data_time: 0.123, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7297, loss_cls: 2.2215, loss: 2.2215, grad_norm: 5.3649 2020-07-26 07:46:11,611 - mmaction - INFO - Epoch [16][480/3757] lr: 1.000e-02, eta: 6 days, 15:16:53, time: 1.816, data_time: 0.009, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7453, loss_cls: 2.2029, loss: 2.2029, grad_norm: 5.5743 2020-07-26 07:46:48,085 - mmaction - INFO - Epoch [16][500/3757] lr: 1.000e-02, eta: 6 days, 15:16:20, time: 1.818, data_time: 0.008, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2179, loss: 2.2179, grad_norm: 5.4862 2020-07-26 07:47:21,006 - mmaction - INFO - Epoch [16][520/3757] lr: 1.000e-02, eta: 6 days, 15:15:27, time: 1.651, data_time: 0.132, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7297, loss_cls: 2.2247, loss: 2.2247, grad_norm: 5.4828 2020-07-26 07:47:56,826 - mmaction - INFO - Epoch [16][540/3757] lr: 1.000e-02, eta: 6 days, 15:14:50, time: 1.784, data_time: 0.007, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7555, loss_cls: 2.1509, loss: 2.1509, grad_norm: 5.3978 2020-07-26 07:48:30,256 - mmaction - INFO - Epoch [16][560/3757] lr: 1.000e-02, eta: 6 days, 15:14:00, time: 1.677, data_time: 0.010, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7500, loss_cls: 2.1765, loss: 2.1765, grad_norm: 5.3795 2020-07-26 07:49:07,628 - mmaction - INFO - Epoch [16][580/3757] lr: 1.000e-02, eta: 6 days, 15:13:32, time: 1.866, data_time: 0.075, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7516, loss_cls: 2.1279, loss: 2.1279, grad_norm: 5.4363 2020-07-26 07:49:37,114 - mmaction - INFO - Epoch [16][600/3757] lr: 1.000e-02, eta: 6 days, 15:12:20, time: 1.478, data_time: 0.009, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7438, loss_cls: 2.1636, loss: 2.1636, grad_norm: 5.3963 2020-07-26 07:50:12,208 - mmaction - INFO - Epoch [16][620/3757] lr: 1.000e-02, eta: 6 days, 15:11:39, time: 1.754, data_time: 0.692, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7195, loss_cls: 2.2692, loss: 2.2692, grad_norm: 5.6650 2020-07-26 07:50:48,923 - mmaction - INFO - Epoch [16][640/3757] lr: 1.000e-02, eta: 6 days, 15:11:07, time: 1.835, data_time: 0.094, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7273, loss_cls: 2.1718, loss: 2.1718, grad_norm: 5.4794 2020-07-26 07:51:24,239 - mmaction - INFO - Epoch [16][660/3757] lr: 1.000e-02, eta: 6 days, 15:10:27, time: 1.763, data_time: 0.009, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7477, loss_cls: 2.1451, loss: 2.1451, grad_norm: 5.5023 2020-07-26 07:51:59,273 - mmaction - INFO - Epoch [16][680/3757] lr: 1.000e-02, eta: 6 days, 15:09:46, time: 1.755, data_time: 0.097, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7258, loss_cls: 2.2424, loss: 2.2424, grad_norm: 5.6309 2020-07-26 07:52:31,946 - mmaction - INFO - Epoch [16][700/3757] lr: 1.000e-02, eta: 6 days, 15:08:51, time: 1.627, data_time: 0.510, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7227, loss_cls: 2.2694, loss: 2.2694, grad_norm: 5.6502 2020-07-26 07:53:10,105 - mmaction - INFO - Epoch [16][720/3757] lr: 1.000e-02, eta: 6 days, 15:08:28, time: 1.913, data_time: 0.014, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7281, loss_cls: 2.2676, loss: 2.2676, grad_norm: 5.5482 2020-07-26 07:53:43,174 - mmaction - INFO - Epoch [16][740/3757] lr: 1.000e-02, eta: 6 days, 15:07:36, time: 1.655, data_time: 0.004, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7148, loss_cls: 2.2811, loss: 2.2811, grad_norm: 5.6412 2020-07-26 07:54:17,517 - mmaction - INFO - Epoch [16][760/3757] lr: 1.000e-02, eta: 6 days, 15:06:51, time: 1.709, data_time: 0.008, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7172, loss_cls: 2.2678, loss: 2.2678, grad_norm: 5.5845 2020-07-26 07:54:54,397 - mmaction - INFO - Epoch [16][780/3757] lr: 1.000e-02, eta: 6 days, 15:06:21, time: 1.852, data_time: 0.011, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.3373, loss: 2.3373, grad_norm: 5.6036 2020-07-26 07:55:28,757 - mmaction - INFO - Epoch [16][800/3757] lr: 1.000e-02, eta: 6 days, 15:05:35, time: 1.713, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7172, loss_cls: 2.2707, loss: 2.2707, grad_norm: 5.4250 2020-07-26 07:56:05,173 - mmaction - INFO - Epoch [16][820/3757] lr: 1.000e-02, eta: 6 days, 15:05:02, time: 1.824, data_time: 0.010, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7352, loss_cls: 2.2320, loss: 2.2320, grad_norm: 5.3422 2020-07-26 07:56:38,143 - mmaction - INFO - Epoch [16][840/3757] lr: 1.000e-02, eta: 6 days, 15:04:09, time: 1.647, data_time: 0.010, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7492, loss_cls: 2.1721, loss: 2.1721, grad_norm: 5.4066 2020-07-26 07:57:15,171 - mmaction - INFO - Epoch [16][860/3757] lr: 1.000e-02, eta: 6 days, 15:03:39, time: 1.852, data_time: 0.015, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7312, loss_cls: 2.2335, loss: 2.2335, grad_norm: 5.4463 2020-07-26 07:57:52,873 - mmaction - INFO - Epoch [16][880/3757] lr: 1.000e-02, eta: 6 days, 15:03:13, time: 1.881, data_time: 0.051, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7383, loss_cls: 2.2859, loss: 2.2859, grad_norm: 5.6468 2020-07-26 07:58:22,503 - mmaction - INFO - Epoch [16][900/3757] lr: 1.000e-02, eta: 6 days, 15:02:02, time: 1.487, data_time: 0.188, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7383, loss_cls: 2.1309, loss: 2.1309, grad_norm: 5.3818 2020-07-26 07:59:01,151 - mmaction - INFO - Epoch [16][920/3757] lr: 1.000e-02, eta: 6 days, 15:01:40, time: 1.925, data_time: 0.250, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7406, loss_cls: 2.1634, loss: 2.1634, grad_norm: 5.4134 2020-07-26 07:59:36,451 - mmaction - INFO - Epoch [16][940/3757] lr: 1.000e-02, eta: 6 days, 15:01:01, time: 1.771, data_time: 0.010, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7406, loss_cls: 2.2358, loss: 2.2358, grad_norm: 5.6663 2020-07-26 08:00:11,496 - mmaction - INFO - Epoch [16][960/3757] lr: 1.000e-02, eta: 6 days, 15:00:20, time: 1.747, data_time: 0.021, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7195, loss_cls: 2.2645, loss: 2.2645, grad_norm: 5.6086 2020-07-26 08:00:45,446 - mmaction - INFO - Epoch [16][980/3757] lr: 1.000e-02, eta: 6 days, 14:59:33, time: 1.699, data_time: 0.060, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7227, loss_cls: 2.2907, loss: 2.2907, grad_norm: 5.5443 2020-07-26 08:01:21,492 - mmaction - INFO - Epoch [16][1000/3757] lr: 1.000e-02, eta: 6 days, 14:58:58, time: 1.806, data_time: 0.127, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7352, loss_cls: 2.1950, loss: 2.1950, grad_norm: 5.6256 2020-07-26 08:01:55,676 - mmaction - INFO - Epoch [16][1020/3757] lr: 1.000e-02, eta: 6 days, 14:58:11, time: 1.704, data_time: 0.067, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7375, loss_cls: 2.2398, loss: 2.2398, grad_norm: 5.5837 2020-07-26 08:02:32,668 - mmaction - INFO - Epoch [16][1040/3757] lr: 1.000e-02, eta: 6 days, 14:57:41, time: 1.849, data_time: 0.061, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7289, loss_cls: 2.2654, loss: 2.2654, grad_norm: 5.5888 2020-07-26 08:03:08,144 - mmaction - INFO - Epoch [16][1060/3757] lr: 1.000e-02, eta: 6 days, 14:57:03, time: 1.781, data_time: 0.011, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7297, loss_cls: 2.2337, loss: 2.2337, grad_norm: 5.6025 2020-07-26 08:03:44,413 - mmaction - INFO - Epoch [16][1080/3757] lr: 1.000e-02, eta: 6 days, 14:56:29, time: 1.813, data_time: 0.004, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7172, loss_cls: 2.2706, loss: 2.2706, grad_norm: 5.6223 2020-07-26 08:04:19,462 - mmaction - INFO - Epoch [16][1100/3757] lr: 1.000e-02, eta: 6 days, 14:55:48, time: 1.750, data_time: 0.014, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7180, loss_cls: 2.2750, loss: 2.2750, grad_norm: 5.5363 2020-07-26 08:04:56,145 - mmaction - INFO - Epoch [16][1120/3757] lr: 1.000e-02, eta: 6 days, 14:55:16, time: 1.838, data_time: 0.010, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7359, loss_cls: 2.1873, loss: 2.1873, grad_norm: 5.4398 2020-07-26 08:05:27,807 - mmaction - INFO - Epoch [16][1140/3757] lr: 1.000e-02, eta: 6 days, 14:54:16, time: 1.576, data_time: 0.008, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7234, loss_cls: 2.2331, loss: 2.2331, grad_norm: 5.5113 2020-07-26 08:06:01,561 - mmaction - INFO - Epoch [16][1160/3757] lr: 1.000e-02, eta: 6 days, 14:53:28, time: 1.696, data_time: 0.013, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7305, loss_cls: 2.2386, loss: 2.2386, grad_norm: 5.4844 2020-07-26 08:06:35,830 - mmaction - INFO - Epoch [16][1180/3757] lr: 1.000e-02, eta: 6 days, 14:52:42, time: 1.707, data_time: 0.139, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7445, loss_cls: 2.2224, loss: 2.2224, grad_norm: 5.4742 2020-07-26 08:07:12,015 - mmaction - INFO - Epoch [16][1200/3757] lr: 1.000e-02, eta: 6 days, 14:52:08, time: 1.815, data_time: 0.643, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7344, loss_cls: 2.2328, loss: 2.2328, grad_norm: 5.5410 2020-07-26 08:07:47,480 - mmaction - INFO - Epoch [16][1220/3757] lr: 1.000e-02, eta: 6 days, 14:51:30, time: 1.773, data_time: 1.045, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7500, loss_cls: 2.1997, loss: 2.1997, grad_norm: 5.4310 2020-07-26 08:08:20,686 - mmaction - INFO - Epoch [16][1240/3757] lr: 1.000e-02, eta: 6 days, 14:50:39, time: 1.661, data_time: 0.647, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7258, loss_cls: 2.3088, loss: 2.3088, grad_norm: 5.6253 2020-07-26 08:08:58,180 - mmaction - INFO - Epoch [16][1260/3757] lr: 1.000e-02, eta: 6 days, 14:50:11, time: 1.869, data_time: 0.695, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7352, loss_cls: 2.2593, loss: 2.2593, grad_norm: 5.4727 2020-07-26 08:09:29,455 - mmaction - INFO - Epoch [16][1280/3757] lr: 1.000e-02, eta: 6 days, 14:49:09, time: 1.568, data_time: 0.068, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7242, loss_cls: 2.2783, loss: 2.2783, grad_norm: 5.6154 2020-07-26 08:10:04,872 - mmaction - INFO - Epoch [16][1300/3757] lr: 1.000e-02, eta: 6 days, 14:48:30, time: 1.768, data_time: 0.249, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2354, loss: 2.2354, grad_norm: 5.5267 2020-07-26 08:10:43,812 - mmaction - INFO - Epoch [16][1320/3757] lr: 1.000e-02, eta: 6 days, 14:48:11, time: 1.951, data_time: 0.006, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7156, loss_cls: 2.2405, loss: 2.2405, grad_norm: 5.3918 2020-07-26 08:11:19,779 - mmaction - INFO - Epoch [16][1340/3757] lr: 1.000e-02, eta: 6 days, 14:47:35, time: 1.798, data_time: 0.008, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.2475, loss: 2.2475, grad_norm: 5.5577 2020-07-26 08:11:54,063 - mmaction - INFO - Epoch [16][1360/3757] lr: 1.000e-02, eta: 6 days, 14:46:50, time: 1.714, data_time: 0.011, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7180, loss_cls: 2.3119, loss: 2.3119, grad_norm: 5.7848 2020-07-26 08:12:31,218 - mmaction - INFO - Epoch [16][1380/3757] lr: 1.000e-02, eta: 6 days, 14:46:20, time: 1.856, data_time: 0.008, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7305, loss_cls: 2.2327, loss: 2.2327, grad_norm: 5.4201 2020-07-26 08:13:06,506 - mmaction - INFO - Epoch [16][1400/3757] lr: 1.000e-02, eta: 6 days, 14:45:41, time: 1.763, data_time: 0.004, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7438, loss_cls: 2.2307, loss: 2.2307, grad_norm: 5.3381 2020-07-26 08:13:39,753 - mmaction - INFO - Epoch [16][1420/3757] lr: 1.000e-02, eta: 6 days, 14:44:50, time: 1.666, data_time: 0.007, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7312, loss_cls: 2.2928, loss: 2.2928, grad_norm: 5.7159 2020-07-26 08:14:19,360 - mmaction - INFO - Epoch [16][1440/3757] lr: 1.000e-02, eta: 6 days, 14:44:34, time: 1.972, data_time: 0.036, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7250, loss_cls: 2.3368, loss: 2.3368, grad_norm: 5.4933 2020-07-26 08:14:54,903 - mmaction - INFO - Epoch [16][1460/3757] lr: 1.000e-02, eta: 6 days, 14:43:56, time: 1.782, data_time: 0.015, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7164, loss_cls: 2.2766, loss: 2.2766, grad_norm: 5.5425 2020-07-26 08:15:31,791 - mmaction - INFO - Epoch [16][1480/3757] lr: 1.000e-02, eta: 6 days, 14:43:25, time: 1.842, data_time: 0.011, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7250, loss_cls: 2.2944, loss: 2.2944, grad_norm: 5.4229 2020-07-26 08:16:05,768 - mmaction - INFO - Epoch [16][1500/3757] lr: 1.000e-02, eta: 6 days, 14:42:38, time: 1.702, data_time: 0.010, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7227, loss_cls: 2.2232, loss: 2.2232, grad_norm: 5.4625 2020-07-26 08:16:42,913 - mmaction - INFO - Epoch [16][1520/3757] lr: 1.000e-02, eta: 6 days, 14:42:08, time: 1.853, data_time: 0.006, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7164, loss_cls: 2.2994, loss: 2.2994, grad_norm: 5.5967 2020-07-26 08:17:16,317 - mmaction - INFO - Epoch [16][1540/3757] lr: 1.000e-02, eta: 6 days, 14:41:19, time: 1.673, data_time: 0.009, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7289, loss_cls: 2.2330, loss: 2.2330, grad_norm: 5.6119 2020-07-26 08:17:49,860 - mmaction - INFO - Epoch [16][1560/3757] lr: 1.000e-02, eta: 6 days, 14:40:30, time: 1.677, data_time: 0.012, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7125, loss_cls: 2.2953, loss: 2.2953, grad_norm: 5.5391 2020-07-26 08:18:26,169 - mmaction - INFO - Epoch [16][1580/3757] lr: 1.000e-02, eta: 6 days, 14:39:56, time: 1.818, data_time: 0.495, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7234, loss_cls: 2.2715, loss: 2.2715, grad_norm: 5.5857 2020-07-26 08:18:58,792 - mmaction - INFO - Epoch [16][1600/3757] lr: 1.000e-02, eta: 6 days, 14:39:02, time: 1.631, data_time: 0.120, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7266, loss_cls: 2.2272, loss: 2.2272, grad_norm: 5.4479 2020-07-26 08:19:34,484 - mmaction - INFO - Epoch [16][1620/3757] lr: 1.000e-02, eta: 6 days, 14:38:24, time: 1.780, data_time: 0.408, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.2035, loss: 2.2035, grad_norm: 5.4153 2020-07-26 08:20:08,616 - mmaction - INFO - Epoch [16][1640/3757] lr: 1.000e-02, eta: 6 days, 14:37:39, time: 1.713, data_time: 0.403, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7320, loss_cls: 2.1998, loss: 2.1998, grad_norm: 5.4056 2020-07-26 08:20:41,048 - mmaction - INFO - Epoch [16][1660/3757] lr: 1.000e-02, eta: 6 days, 14:36:43, time: 1.620, data_time: 0.763, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.1955, loss: 2.1955, grad_norm: 5.4957 2020-07-26 08:21:18,843 - mmaction - INFO - Epoch [16][1680/3757] lr: 1.000e-02, eta: 6 days, 14:36:16, time: 1.882, data_time: 0.439, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7250, loss_cls: 2.2186, loss: 2.2186, grad_norm: 5.4125 2020-07-26 08:21:54,171 - mmaction - INFO - Epoch [16][1700/3757] lr: 1.000e-02, eta: 6 days, 14:35:37, time: 1.767, data_time: 0.340, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.2948, loss: 2.2948, grad_norm: 5.6445 2020-07-26 08:22:27,071 - mmaction - INFO - Epoch [16][1720/3757] lr: 1.000e-02, eta: 6 days, 14:34:45, time: 1.653, data_time: 0.197, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7188, loss_cls: 2.3161, loss: 2.3161, grad_norm: 5.4531 2020-07-26 08:23:02,535 - mmaction - INFO - Epoch [16][1740/3757] lr: 1.000e-02, eta: 6 days, 14:34:06, time: 1.765, data_time: 1.180, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7281, loss_cls: 2.2173, loss: 2.2173, grad_norm: 5.4764 2020-07-26 08:23:37,721 - mmaction - INFO - Epoch [16][1760/3757] lr: 1.000e-02, eta: 6 days, 14:33:27, time: 1.767, data_time: 1.177, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7188, loss_cls: 2.2327, loss: 2.2327, grad_norm: 5.4769 2020-07-26 08:24:12,617 - mmaction - INFO - Epoch [16][1780/3757] lr: 1.000e-02, eta: 6 days, 14:32:45, time: 1.746, data_time: 1.175, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7031, loss_cls: 2.3735, loss: 2.3735, grad_norm: 5.5348 2020-07-26 08:24:50,278 - mmaction - INFO - Epoch [16][1800/3757] lr: 1.000e-02, eta: 6 days, 14:32:18, time: 1.880, data_time: 1.153, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7188, loss_cls: 2.3128, loss: 2.3128, grad_norm: 5.4159 2020-07-26 08:25:26,809 - mmaction - INFO - Epoch [16][1820/3757] lr: 1.000e-02, eta: 6 days, 14:31:45, time: 1.827, data_time: 1.110, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7414, loss_cls: 2.1740, loss: 2.1740, grad_norm: 5.3656 2020-07-26 08:26:02,425 - mmaction - INFO - Epoch [16][1840/3757] lr: 1.000e-02, eta: 6 days, 14:31:08, time: 1.784, data_time: 1.202, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7328, loss_cls: 2.2351, loss: 2.2351, grad_norm: 5.4895 2020-07-26 08:26:39,314 - mmaction - INFO - Epoch [16][1860/3757] lr: 1.000e-02, eta: 6 days, 14:30:36, time: 1.838, data_time: 1.262, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7258, loss_cls: 2.2360, loss: 2.2360, grad_norm: 5.3970 2020-07-26 08:27:11,611 - mmaction - INFO - Epoch [16][1880/3757] lr: 1.000e-02, eta: 6 days, 14:29:41, time: 1.619, data_time: 1.034, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7398, loss_cls: 2.1300, loss: 2.1300, grad_norm: 5.3647 2020-07-26 08:27:49,511 - mmaction - INFO - Epoch [16][1900/3757] lr: 1.000e-02, eta: 6 days, 14:29:16, time: 1.897, data_time: 1.272, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7250, loss_cls: 2.2627, loss: 2.2627, grad_norm: 5.5608 2020-07-26 08:28:22,973 - mmaction - INFO - Epoch [16][1920/3757] lr: 1.000e-02, eta: 6 days, 14:28:26, time: 1.670, data_time: 1.062, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7398, loss_cls: 2.1773, loss: 2.1773, grad_norm: 5.4970 2020-07-26 08:28:57,747 - mmaction - INFO - Epoch [16][1940/3757] lr: 1.000e-02, eta: 6 days, 14:27:44, time: 1.741, data_time: 0.924, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7352, loss_cls: 2.2549, loss: 2.2549, grad_norm: 5.6312 2020-07-26 08:29:31,691 - mmaction - INFO - Epoch [16][1960/3757] lr: 1.000e-02, eta: 6 days, 14:26:57, time: 1.693, data_time: 0.899, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7445, loss_cls: 2.1395, loss: 2.1395, grad_norm: 5.4323 2020-07-26 08:30:07,358 - mmaction - INFO - Epoch [16][1980/3757] lr: 1.000e-02, eta: 6 days, 14:26:20, time: 1.785, data_time: 0.483, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3191, loss: 2.3191, grad_norm: 5.4959 2020-07-26 08:30:44,160 - mmaction - INFO - Epoch [16][2000/3757] lr: 1.000e-02, eta: 6 days, 14:25:48, time: 1.839, data_time: 1.025, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7289, loss_cls: 2.2737, loss: 2.2737, grad_norm: 5.4251 2020-07-26 08:31:15,384 - mmaction - INFO - Epoch [16][2020/3757] lr: 1.000e-02, eta: 6 days, 14:24:46, time: 1.557, data_time: 0.827, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7266, loss_cls: 2.2664, loss: 2.2664, grad_norm: 5.4936 2020-07-26 08:31:51,298 - mmaction - INFO - Epoch [16][2040/3757] lr: 1.000e-02, eta: 6 days, 14:24:11, time: 1.803, data_time: 0.648, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7250, loss_cls: 2.2844, loss: 2.2844, grad_norm: 5.6060 2020-07-26 08:32:29,192 - mmaction - INFO - Epoch [16][2060/3757] lr: 1.000e-02, eta: 6 days, 14:23:45, time: 1.894, data_time: 1.132, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7047, loss_cls: 2.3481, loss: 2.3481, grad_norm: 5.5382 2020-07-26 08:33:06,365 - mmaction - INFO - Epoch [16][2080/3757] lr: 1.000e-02, eta: 6 days, 14:23:16, time: 1.861, data_time: 0.295, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7383, loss_cls: 2.2056, loss: 2.2056, grad_norm: 5.6099 2020-07-26 08:33:37,502 - mmaction - INFO - Epoch [16][2100/3757] lr: 1.000e-02, eta: 6 days, 14:22:14, time: 1.557, data_time: 0.018, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7305, loss_cls: 2.3002, loss: 2.3002, grad_norm: 5.7491 2020-07-26 08:34:13,817 - mmaction - INFO - Epoch [16][2120/3757] lr: 1.000e-02, eta: 6 days, 14:21:39, time: 1.807, data_time: 0.479, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7281, loss_cls: 2.2379, loss: 2.2379, grad_norm: 5.5414 2020-07-26 08:34:48,097 - mmaction - INFO - Epoch [16][2140/3757] lr: 1.000e-02, eta: 6 days, 14:20:55, time: 1.722, data_time: 1.144, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7156, loss_cls: 2.2744, loss: 2.2744, grad_norm: 5.5782 2020-07-26 08:35:24,993 - mmaction - INFO - Epoch [16][2160/3757] lr: 1.000e-02, eta: 6 days, 14:20:24, time: 1.842, data_time: 0.859, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7211, loss_cls: 2.3486, loss: 2.3486, grad_norm: 5.5202 2020-07-26 08:36:01,734 - mmaction - INFO - Epoch [16][2180/3757] lr: 1.000e-02, eta: 6 days, 14:19:53, time: 1.840, data_time: 1.254, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7359, loss_cls: 2.2056, loss: 2.2056, grad_norm: 5.4425 2020-07-26 08:36:32,148 - mmaction - INFO - Epoch [16][2200/3757] lr: 1.000e-02, eta: 6 days, 14:18:47, time: 1.521, data_time: 0.873, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7367, loss_cls: 2.1766, loss: 2.1766, grad_norm: 5.3855 2020-07-26 08:37:08,080 - mmaction - INFO - Epoch [16][2220/3757] lr: 1.000e-02, eta: 6 days, 14:18:11, time: 1.797, data_time: 0.145, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7516, loss_cls: 2.1539, loss: 2.1539, grad_norm: 5.4310 2020-07-26 08:37:43,725 - mmaction - INFO - Epoch [16][2240/3757] lr: 1.000e-02, eta: 6 days, 14:17:33, time: 1.775, data_time: 0.601, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7391, loss_cls: 2.1856, loss: 2.1856, grad_norm: 5.3796 2020-07-26 08:38:19,985 - mmaction - INFO - Epoch [16][2260/3757] lr: 1.000e-02, eta: 6 days, 14:16:59, time: 1.816, data_time: 0.831, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7055, loss_cls: 2.3521, loss: 2.3521, grad_norm: 5.5531 2020-07-26 08:38:52,378 - mmaction - INFO - Epoch [16][2280/3757] lr: 1.000e-02, eta: 6 days, 14:16:04, time: 1.619, data_time: 0.570, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7031, loss_cls: 2.3277, loss: 2.3277, grad_norm: 5.4807 2020-07-26 08:39:28,396 - mmaction - INFO - Epoch [16][2300/3757] lr: 1.000e-02, eta: 6 days, 14:15:28, time: 1.797, data_time: 0.972, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7297, loss_cls: 2.2372, loss: 2.2372, grad_norm: 5.5161 2020-07-26 08:40:04,734 - mmaction - INFO - Epoch [16][2320/3757] lr: 1.000e-02, eta: 6 days, 14:14:55, time: 1.822, data_time: 1.236, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.2357, loss: 2.2357, grad_norm: 5.4576 2020-07-26 08:40:38,592 - mmaction - INFO - Epoch [16][2340/3757] lr: 1.000e-02, eta: 6 days, 14:14:08, time: 1.695, data_time: 1.117, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1275, loss: 2.1275, grad_norm: 5.4344 2020-07-26 08:41:11,769 - mmaction - INFO - Epoch [16][2360/3757] lr: 1.000e-02, eta: 6 days, 14:13:17, time: 1.660, data_time: 1.087, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7289, loss_cls: 2.2644, loss: 2.2644, grad_norm: 5.5926 2020-07-26 08:41:46,201 - mmaction - INFO - Epoch [16][2380/3757] lr: 1.000e-02, eta: 6 days, 14:12:33, time: 1.719, data_time: 0.634, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7328, loss_cls: 2.2370, loss: 2.2370, grad_norm: 5.4248 2020-07-26 08:42:21,117 - mmaction - INFO - Epoch [16][2400/3757] lr: 1.000e-02, eta: 6 days, 14:11:51, time: 1.748, data_time: 0.005, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7414, loss_cls: 2.2274, loss: 2.2274, grad_norm: 5.6436 2020-07-26 08:42:57,097 - mmaction - INFO - Epoch [16][2420/3757] lr: 1.000e-02, eta: 6 days, 14:11:16, time: 1.799, data_time: 0.081, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.2304, loss: 2.2304, grad_norm: 5.5532 2020-07-26 08:43:34,069 - mmaction - INFO - Epoch [16][2440/3757] lr: 1.000e-02, eta: 6 days, 14:10:45, time: 1.841, data_time: 0.053, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7383, loss_cls: 2.2170, loss: 2.2170, grad_norm: 5.4704 2020-07-26 08:44:08,973 - mmaction - INFO - Epoch [16][2460/3757] lr: 1.000e-02, eta: 6 days, 14:10:04, time: 1.751, data_time: 0.288, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7234, loss_cls: 2.2300, loss: 2.2300, grad_norm: 5.4206 2020-07-26 08:44:41,960 - mmaction - INFO - Epoch [16][2480/3757] lr: 1.000e-02, eta: 6 days, 14:09:11, time: 1.644, data_time: 0.327, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7297, loss_cls: 2.2462, loss: 2.2462, grad_norm: 5.4865 2020-07-26 08:45:17,648 - mmaction - INFO - Epoch [16][2500/3757] lr: 1.000e-02, eta: 6 days, 14:08:34, time: 1.788, data_time: 0.681, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7203, loss_cls: 2.2950, loss: 2.2950, grad_norm: 5.5043 2020-07-26 08:45:50,776 - mmaction - INFO - Epoch [16][2520/3757] lr: 1.000e-02, eta: 6 days, 14:07:44, time: 1.659, data_time: 0.222, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7508, loss_cls: 2.1787, loss: 2.1787, grad_norm: 5.3899 2020-07-26 08:46:27,696 - mmaction - INFO - Epoch [16][2540/3757] lr: 1.000e-02, eta: 6 days, 14:07:12, time: 1.840, data_time: 0.097, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7477, loss_cls: 2.1969, loss: 2.1969, grad_norm: 5.3658 2020-07-26 08:47:00,390 - mmaction - INFO - Epoch [16][2560/3757] lr: 1.000e-02, eta: 6 days, 14:06:20, time: 1.641, data_time: 0.378, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7383, loss_cls: 2.1559, loss: 2.1559, grad_norm: 5.4121 2020-07-26 08:47:36,699 - mmaction - INFO - Epoch [16][2580/3757] lr: 1.000e-02, eta: 6 days, 14:05:46, time: 1.815, data_time: 0.042, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7547, loss_cls: 2.2205, loss: 2.2205, grad_norm: 5.4817 2020-07-26 08:48:11,961 - mmaction - INFO - Epoch [16][2600/3757] lr: 1.000e-02, eta: 6 days, 14:05:06, time: 1.761, data_time: 0.034, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7594, loss_cls: 2.1020, loss: 2.1020, grad_norm: 5.5841 2020-07-26 08:48:48,091 - mmaction - INFO - Epoch [16][2620/3757] lr: 1.000e-02, eta: 6 days, 14:04:30, time: 1.800, data_time: 0.374, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7141, loss_cls: 2.2961, loss: 2.2961, grad_norm: 5.5510 2020-07-26 08:49:22,681 - mmaction - INFO - Epoch [16][2640/3757] lr: 1.000e-02, eta: 6 days, 14:03:48, time: 1.736, data_time: 0.092, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7391, loss_cls: 2.2183, loss: 2.2183, grad_norm: 5.4506 2020-07-26 08:49:57,314 - mmaction - INFO - Epoch [16][2660/3757] lr: 1.000e-02, eta: 6 days, 14:03:04, time: 1.724, data_time: 0.008, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7188, loss_cls: 2.2790, loss: 2.2790, grad_norm: 5.4932 2020-07-26 08:50:31,536 - mmaction - INFO - Epoch [16][2680/3757] lr: 1.000e-02, eta: 6 days, 14:02:20, time: 1.719, data_time: 0.028, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7336, loss_cls: 2.2799, loss: 2.2799, grad_norm: 5.4747 2020-07-26 08:51:05,793 - mmaction - INFO - Epoch [16][2700/3757] lr: 1.000e-02, eta: 6 days, 14:01:35, time: 1.709, data_time: 0.008, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7234, loss_cls: 2.2523, loss: 2.2523, grad_norm: 5.5627 2020-07-26 08:51:40,757 - mmaction - INFO - Epoch [16][2720/3757] lr: 1.000e-02, eta: 6 days, 14:00:54, time: 1.750, data_time: 0.027, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7211, loss_cls: 2.2712, loss: 2.2712, grad_norm: 5.6086 2020-07-26 08:52:15,034 - mmaction - INFO - Epoch [16][2740/3757] lr: 1.000e-02, eta: 6 days, 14:00:09, time: 1.715, data_time: 0.016, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7102, loss_cls: 2.2826, loss: 2.2826, grad_norm: 5.5868 2020-07-26 08:52:52,383 - mmaction - INFO - Epoch [16][2760/3757] lr: 1.000e-02, eta: 6 days, 13:59:40, time: 1.860, data_time: 0.503, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7383, loss_cls: 2.2518, loss: 2.2518, grad_norm: 5.5201 2020-07-26 08:53:28,119 - mmaction - INFO - Epoch [16][2780/3757] lr: 1.000e-02, eta: 6 days, 13:59:03, time: 1.786, data_time: 0.141, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7227, loss_cls: 2.3346, loss: 2.3346, grad_norm: 5.5408 2020-07-26 08:54:03,404 - mmaction - INFO - Epoch [16][2800/3757] lr: 1.000e-02, eta: 6 days, 13:58:24, time: 1.771, data_time: 0.028, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7047, loss_cls: 2.3591, loss: 2.3591, grad_norm: 5.6674 2020-07-26 08:54:38,406 - mmaction - INFO - Epoch [16][2820/3757] lr: 1.000e-02, eta: 6 days, 13:57:44, time: 1.752, data_time: 0.022, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7344, loss_cls: 2.2557, loss: 2.2557, grad_norm: 5.5933 2020-07-26 08:55:13,292 - mmaction - INFO - Epoch [16][2840/3757] lr: 1.000e-02, eta: 6 days, 13:57:02, time: 1.740, data_time: 0.014, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7016, loss_cls: 2.3654, loss: 2.3654, grad_norm: 5.5737 2020-07-26 08:55:49,637 - mmaction - INFO - Epoch [16][2860/3757] lr: 1.000e-02, eta: 6 days, 13:56:28, time: 1.821, data_time: 0.023, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7297, loss_cls: 2.2714, loss: 2.2714, grad_norm: 5.5648 2020-07-26 08:56:26,792 - mmaction - INFO - Epoch [16][2880/3757] lr: 1.000e-02, eta: 6 days, 13:55:59, time: 1.856, data_time: 0.382, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7070, loss_cls: 2.3103, loss: 2.3103, grad_norm: 5.5138 2020-07-26 08:57:00,533 - mmaction - INFO - Epoch [16][2900/3757] lr: 1.000e-02, eta: 6 days, 13:55:11, time: 1.688, data_time: 0.068, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7211, loss_cls: 2.3544, loss: 2.3544, grad_norm: 5.4583 2020-07-26 08:57:37,198 - mmaction - INFO - Epoch [16][2920/3757] lr: 1.000e-02, eta: 6 days, 13:54:39, time: 1.831, data_time: 0.019, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7617, loss_cls: 2.1148, loss: 2.1148, grad_norm: 5.3144 2020-07-26 08:58:07,753 - mmaction - INFO - Epoch [16][2940/3757] lr: 1.000e-02, eta: 6 days, 13:53:35, time: 1.530, data_time: 0.090, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7172, loss_cls: 2.2488, loss: 2.2488, grad_norm: 5.3618 2020-07-26 08:58:42,313 - mmaction - INFO - Epoch [16][2960/3757] lr: 1.000e-02, eta: 6 days, 13:52:51, time: 1.722, data_time: 0.843, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7211, loss_cls: 2.2371, loss: 2.2371, grad_norm: 5.5052 2020-07-26 08:59:17,795 - mmaction - INFO - Epoch [16][2980/3757] lr: 1.000e-02, eta: 6 days, 13:52:13, time: 1.780, data_time: 0.252, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7328, loss_cls: 2.2041, loss: 2.2041, grad_norm: 5.5165 2020-07-26 08:59:54,076 - mmaction - INFO - Epoch [16][3000/3757] lr: 1.000e-02, eta: 6 days, 13:51:39, time: 1.814, data_time: 0.436, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7414, loss_cls: 2.2338, loss: 2.2338, grad_norm: 5.5507 2020-07-26 09:00:29,242 - mmaction - INFO - Epoch [16][3020/3757] lr: 1.000e-02, eta: 6 days, 13:50:57, time: 1.741, data_time: 0.508, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2437, loss: 2.2437, grad_norm: 5.4553 2020-07-26 09:01:03,147 - mmaction - INFO - Epoch [16][3040/3757] lr: 1.000e-02, eta: 6 days, 13:50:12, time: 1.711, data_time: 0.500, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7289, loss_cls: 2.2386, loss: 2.2386, grad_norm: 5.5473 2020-07-26 09:01:36,611 - mmaction - INFO - Epoch [16][3060/3757] lr: 1.000e-02, eta: 6 days, 13:49:23, time: 1.668, data_time: 0.075, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7398, loss_cls: 2.1685, loss: 2.1685, grad_norm: 5.4445 2020-07-26 09:02:14,189 - mmaction - INFO - Epoch [16][3080/3757] lr: 1.000e-02, eta: 6 days, 13:48:56, time: 1.886, data_time: 0.766, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7461, loss_cls: 2.1885, loss: 2.1885, grad_norm: 5.6196 2020-07-26 09:02:50,181 - mmaction - INFO - Epoch [16][3100/3757] lr: 1.000e-02, eta: 6 days, 13:48:20, time: 1.793, data_time: 0.631, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7297, loss_cls: 2.2316, loss: 2.2316, grad_norm: 5.4367 2020-07-26 09:03:27,169 - mmaction - INFO - Epoch [16][3120/3757] lr: 1.000e-02, eta: 6 days, 13:47:49, time: 1.849, data_time: 0.237, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7266, loss_cls: 2.2356, loss: 2.2356, grad_norm: 5.5328 2020-07-26 09:03:58,086 - mmaction - INFO - Epoch [16][3140/3757] lr: 1.000e-02, eta: 6 days, 13:46:48, time: 1.552, data_time: 0.147, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7352, loss_cls: 2.2109, loss: 2.2109, grad_norm: 5.4541 2020-07-26 09:04:33,006 - mmaction - INFO - Epoch [16][3160/3757] lr: 1.000e-02, eta: 6 days, 13:46:06, time: 1.741, data_time: 0.332, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7320, loss_cls: 2.2633, loss: 2.2633, grad_norm: 5.6086 2020-07-26 09:05:09,875 - mmaction - INFO - Epoch [16][3180/3757] lr: 1.000e-02, eta: 6 days, 13:45:36, time: 1.850, data_time: 0.188, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7063, loss_cls: 2.2693, loss: 2.2693, grad_norm: 5.5808 2020-07-26 09:05:43,742 - mmaction - INFO - Epoch [16][3200/3757] lr: 1.000e-02, eta: 6 days, 13:44:48, time: 1.691, data_time: 0.002, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7555, loss_cls: 2.1674, loss: 2.1674, grad_norm: 5.4072 2020-07-26 09:06:18,835 - mmaction - INFO - Epoch [16][3220/3757] lr: 1.000e-02, eta: 6 days, 13:44:08, time: 1.757, data_time: 0.017, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7219, loss_cls: 2.2443, loss: 2.2443, grad_norm: 5.5480 2020-07-26 09:06:52,707 - mmaction - INFO - Epoch [16][3240/3757] lr: 1.000e-02, eta: 6 days, 13:43:21, time: 1.687, data_time: 0.706, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7445, loss_cls: 2.1605, loss: 2.1605, grad_norm: 5.4376 2020-07-26 09:07:29,231 - mmaction - INFO - Epoch [16][3260/3757] lr: 1.000e-02, eta: 6 days, 13:42:49, time: 1.833, data_time: 0.406, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7125, loss_cls: 2.3323, loss: 2.3323, grad_norm: 5.5269 2020-07-26 09:08:04,120 - mmaction - INFO - Epoch [16][3280/3757] lr: 1.000e-02, eta: 6 days, 13:42:07, time: 1.738, data_time: 0.008, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7367, loss_cls: 2.2244, loss: 2.2244, grad_norm: 5.3285 2020-07-26 09:08:40,071 - mmaction - INFO - Epoch [16][3300/3757] lr: 1.000e-02, eta: 6 days, 13:41:31, time: 1.804, data_time: 0.010, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7195, loss_cls: 2.3053, loss: 2.3053, grad_norm: 5.6646 2020-07-26 09:09:14,934 - mmaction - INFO - Epoch [16][3320/3757] lr: 1.000e-02, eta: 6 days, 13:40:49, time: 1.736, data_time: 0.008, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7195, loss_cls: 2.2560, loss: 2.2560, grad_norm: 5.6585 2020-07-26 09:09:47,438 - mmaction - INFO - Epoch [16][3340/3757] lr: 1.000e-02, eta: 6 days, 13:39:56, time: 1.631, data_time: 0.010, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7266, loss_cls: 2.2884, loss: 2.2884, grad_norm: 5.6181 2020-07-26 09:10:22,938 - mmaction - INFO - Epoch [16][3360/3757] lr: 1.000e-02, eta: 6 days, 13:39:18, time: 1.776, data_time: 0.031, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7398, loss_cls: 2.2135, loss: 2.2135, grad_norm: 5.5597 2020-07-26 09:10:59,524 - mmaction - INFO - Epoch [16][3380/3757] lr: 1.000e-02, eta: 6 days, 13:38:45, time: 1.829, data_time: 0.114, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7312, loss_cls: 2.2783, loss: 2.2783, grad_norm: 5.5477 2020-07-26 09:11:30,566 - mmaction - INFO - Epoch [16][3400/3757] lr: 1.000e-02, eta: 6 days, 13:37:43, time: 1.544, data_time: 0.008, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7297, loss_cls: 2.2402, loss: 2.2402, grad_norm: 5.5922 2020-07-26 09:12:09,176 - mmaction - INFO - Epoch [16][3420/3757] lr: 1.000e-02, eta: 6 days, 13:37:22, time: 1.939, data_time: 0.011, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7070, loss_cls: 2.3227, loss: 2.3227, grad_norm: 5.6636 2020-07-26 09:12:42,354 - mmaction - INFO - Epoch [16][3440/3757] lr: 1.000e-02, eta: 6 days, 13:36:32, time: 1.659, data_time: 0.002, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6937, loss_cls: 2.4321, loss: 2.4321, grad_norm: 5.6730 2020-07-26 09:13:18,736 - mmaction - INFO - Epoch [16][3460/3757] lr: 1.000e-02, eta: 6 days, 13:35:57, time: 1.812, data_time: 0.008, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7336, loss_cls: 2.2630, loss: 2.2630, grad_norm: 5.4854 2020-07-26 09:13:56,806 - mmaction - INFO - Epoch [16][3480/3757] lr: 1.000e-02, eta: 6 days, 13:35:33, time: 1.910, data_time: 0.011, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7516, loss_cls: 2.1547, loss: 2.1547, grad_norm: 5.5389 2020-07-26 09:14:31,347 - mmaction - INFO - Epoch [16][3500/3757] lr: 1.000e-02, eta: 6 days, 13:34:50, time: 1.725, data_time: 0.013, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7289, loss_cls: 2.2690, loss: 2.2690, grad_norm: 5.4698 2020-07-26 09:15:06,742 - mmaction - INFO - Epoch [16][3520/3757] lr: 1.000e-02, eta: 6 days, 13:34:11, time: 1.768, data_time: 0.005, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7289, loss_cls: 2.2266, loss: 2.2266, grad_norm: 5.4544 2020-07-26 09:15:41,908 - mmaction - INFO - Epoch [16][3540/3757] lr: 1.000e-02, eta: 6 days, 13:33:31, time: 1.762, data_time: 0.007, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7070, loss_cls: 2.3483, loss: 2.3483, grad_norm: 5.5423 2020-07-26 09:16:14,853 - mmaction - INFO - Epoch [16][3560/3757] lr: 1.000e-02, eta: 6 days, 13:32:40, time: 1.645, data_time: 0.009, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7312, loss_cls: 2.2533, loss: 2.2533, grad_norm: 5.5292 2020-07-26 09:16:49,725 - mmaction - INFO - Epoch [16][3580/3757] lr: 1.000e-02, eta: 6 days, 13:31:58, time: 1.738, data_time: 0.111, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7125, loss_cls: 2.3108, loss: 2.3108, grad_norm: 5.5682 2020-07-26 09:17:23,896 - mmaction - INFO - Epoch [16][3600/3757] lr: 1.000e-02, eta: 6 days, 13:31:13, time: 1.717, data_time: 0.011, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7320, loss_cls: 2.2427, loss: 2.2427, grad_norm: 5.5647 2020-07-26 09:18:00,225 - mmaction - INFO - Epoch [16][3620/3757] lr: 1.000e-02, eta: 6 days, 13:30:39, time: 1.811, data_time: 0.008, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7195, loss_cls: 2.3037, loss: 2.3037, grad_norm: 5.5893 2020-07-26 09:18:34,976 - mmaction - INFO - Epoch [16][3640/3757] lr: 1.000e-02, eta: 6 days, 13:29:57, time: 1.743, data_time: 0.009, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7164, loss_cls: 2.3688, loss: 2.3688, grad_norm: 5.5196 2020-07-26 09:19:13,963 - mmaction - INFO - Epoch [16][3660/3757] lr: 1.000e-02, eta: 6 days, 13:29:38, time: 1.950, data_time: 0.009, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.2573, loss: 2.2573, grad_norm: 5.4921 2020-07-26 09:19:46,364 - mmaction - INFO - Epoch [16][3680/3757] lr: 1.000e-02, eta: 6 days, 13:28:43, time: 1.620, data_time: 0.002, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7180, loss_cls: 2.3025, loss: 2.3025, grad_norm: 5.5820 2020-07-26 09:20:18,567 - mmaction - INFO - Epoch [16][3700/3757] lr: 1.000e-02, eta: 6 days, 13:27:47, time: 1.601, data_time: 0.008, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7414, loss_cls: 2.2485, loss: 2.2485, grad_norm: 5.6341 2020-07-26 09:20:52,630 - mmaction - INFO - Epoch [16][3720/3757] lr: 1.000e-02, eta: 6 days, 13:27:02, time: 1.712, data_time: 0.029, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7219, loss_cls: 2.2939, loss: 2.2939, grad_norm: 5.7232 2020-07-26 09:21:30,321 - mmaction - INFO - Epoch [16][3740/3757] lr: 1.000e-02, eta: 6 days, 13:26:35, time: 1.877, data_time: 0.202, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7312, loss_cls: 2.2308, loss: 2.2308, grad_norm: 5.3460 2020-07-26 09:21:53,695 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-07-26 09:22:44,574 - mmaction - INFO - Epoch [17][20/3757] lr: 1.000e-02, eta: 6 days, 13:23:57, time: 2.454, data_time: 0.749, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7508, loss_cls: 2.1483, loss: 2.1483, grad_norm: 5.5633 2020-07-26 09:23:20,020 - mmaction - INFO - Epoch [17][40/3757] lr: 1.000e-02, eta: 6 days, 13:23:18, time: 1.767, data_time: 0.007, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.1746, loss: 2.1746, grad_norm: 5.5960 2020-07-26 09:23:54,746 - mmaction - INFO - Epoch [17][60/3757] lr: 1.000e-02, eta: 6 days, 13:22:37, time: 1.741, data_time: 0.009, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7164, loss_cls: 2.2655, loss: 2.2655, grad_norm: 5.7793 2020-07-26 09:24:30,865 - mmaction - INFO - Epoch [17][80/3757] lr: 1.000e-02, eta: 6 days, 13:22:02, time: 1.808, data_time: 0.460, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7453, loss_cls: 2.1468, loss: 2.1468, grad_norm: 5.3854 2020-07-26 09:25:05,855 - mmaction - INFO - Epoch [17][100/3757] lr: 1.000e-02, eta: 6 days, 13:21:21, time: 1.750, data_time: 0.872, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7109, loss_cls: 2.3549, loss: 2.3549, grad_norm: 5.5610 2020-07-26 09:25:41,755 - mmaction - INFO - Epoch [17][120/3757] lr: 1.000e-02, eta: 6 days, 13:20:45, time: 1.794, data_time: 0.700, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7375, loss_cls: 2.1757, loss: 2.1757, grad_norm: 5.5609 2020-07-26 09:26:19,111 - mmaction - INFO - Epoch [17][140/3757] lr: 1.000e-02, eta: 6 days, 13:20:16, time: 1.860, data_time: 0.984, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7086, loss_cls: 2.3497, loss: 2.3497, grad_norm: 5.7988 2020-07-26 09:26:50,923 - mmaction - INFO - Epoch [17][160/3757] lr: 1.000e-02, eta: 6 days, 13:19:19, time: 1.591, data_time: 0.486, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7422, loss_cls: 2.1514, loss: 2.1514, grad_norm: 5.4983 2020-07-26 09:27:28,367 - mmaction - INFO - Epoch [17][180/3757] lr: 1.000e-02, eta: 6 days, 13:18:52, time: 1.880, data_time: 0.582, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7602, loss_cls: 2.0742, loss: 2.0742, grad_norm: 5.3154 2020-07-26 09:28:02,622 - mmaction - INFO - Epoch [17][200/3757] lr: 1.000e-02, eta: 6 days, 13:18:07, time: 1.710, data_time: 0.807, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7375, loss_cls: 2.0784, loss: 2.0784, grad_norm: 5.4046 2020-07-26 09:28:36,734 - mmaction - INFO - Epoch [17][220/3757] lr: 1.000e-02, eta: 6 days, 13:17:22, time: 1.709, data_time: 0.013, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7367, loss_cls: 2.1924, loss: 2.1924, grad_norm: 5.6167 2020-07-26 09:29:12,199 - mmaction - INFO - Epoch [17][240/3757] lr: 1.000e-02, eta: 6 days, 13:16:43, time: 1.772, data_time: 0.029, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.1983, loss: 2.1983, grad_norm: 5.6275 2020-07-26 09:29:48,887 - mmaction - INFO - Epoch [17][260/3757] lr: 1.000e-02, eta: 6 days, 13:16:11, time: 1.834, data_time: 0.048, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7398, loss_cls: 2.2301, loss: 2.2301, grad_norm: 5.5713 2020-07-26 09:30:23,306 - mmaction - INFO - Epoch [17][280/3757] lr: 1.000e-02, eta: 6 days, 13:15:27, time: 1.717, data_time: 0.010, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.1827, loss: 2.1827, grad_norm: 5.4212 2020-07-26 09:30:59,374 - mmaction - INFO - Epoch [17][300/3757] lr: 1.000e-02, eta: 6 days, 13:14:53, time: 1.808, data_time: 0.201, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7227, loss_cls: 2.2367, loss: 2.2367, grad_norm: 5.4587 2020-07-26 09:31:36,193 - mmaction - INFO - Epoch [17][320/3757] lr: 1.000e-02, eta: 6 days, 13:14:21, time: 1.839, data_time: 0.449, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7430, loss_cls: 2.1848, loss: 2.1848, grad_norm: 5.4089 2020-07-26 09:32:08,714 - mmaction - INFO - Epoch [17][340/3757] lr: 1.000e-02, eta: 6 days, 13:13:27, time: 1.621, data_time: 0.008, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7414, loss_cls: 2.1614, loss: 2.1614, grad_norm: 5.5191 2020-07-26 09:32:43,350 - mmaction - INFO - Epoch [17][360/3757] lr: 1.000e-02, eta: 6 days, 13:12:45, time: 1.734, data_time: 0.011, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.1496, loss: 2.1496, grad_norm: 5.6551 2020-07-26 09:33:19,051 - mmaction - INFO - Epoch [17][380/3757] lr: 1.000e-02, eta: 6 days, 13:12:08, time: 1.782, data_time: 0.009, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7258, loss_cls: 2.1989, loss: 2.1989, grad_norm: 5.6979 2020-07-26 09:33:55,666 - mmaction - INFO - Epoch [17][400/3757] lr: 1.000e-02, eta: 6 days, 13:11:36, time: 1.839, data_time: 0.034, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7336, loss_cls: 2.1746, loss: 2.1746, grad_norm: 5.5575 2020-07-26 09:34:33,075 - mmaction - INFO - Epoch [17][420/3757] lr: 1.000e-02, eta: 6 days, 13:11:08, time: 1.871, data_time: 0.008, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7219, loss_cls: 2.2483, loss: 2.2483, grad_norm: 5.6011 2020-07-26 09:35:08,290 - mmaction - INFO - Epoch [17][440/3757] lr: 1.000e-02, eta: 6 days, 13:10:28, time: 1.759, data_time: 0.003, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7430, loss_cls: 2.2035, loss: 2.2035, grad_norm: 5.6204 2020-07-26 09:35:40,563 - mmaction - INFO - Epoch [17][460/3757] lr: 1.000e-02, eta: 6 days, 13:09:34, time: 1.616, data_time: 0.005, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7125, loss_cls: 2.2729, loss: 2.2729, grad_norm: 5.4842 2020-07-26 09:36:13,763 - mmaction - INFO - Epoch [17][480/3757] lr: 1.000e-02, eta: 6 days, 13:08:43, time: 1.652, data_time: 0.008, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7305, loss_cls: 2.2092, loss: 2.2092, grad_norm: 5.4483 2020-07-26 09:36:48,971 - mmaction - INFO - Epoch [17][500/3757] lr: 1.000e-02, eta: 6 days, 13:08:04, time: 1.768, data_time: 0.011, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7156, loss_cls: 2.2403, loss: 2.2403, grad_norm: 5.4439 2020-07-26 09:37:25,853 - mmaction - INFO - Epoch [17][520/3757] lr: 1.000e-02, eta: 6 days, 13:07:33, time: 1.841, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7383, loss_cls: 2.1509, loss: 2.1509, grad_norm: 5.4806 2020-07-26 09:37:59,020 - mmaction - INFO - Epoch [17][540/3757] lr: 1.000e-02, eta: 6 days, 13:06:43, time: 1.661, data_time: 0.124, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7359, loss_cls: 2.1942, loss: 2.1942, grad_norm: 5.6287 2020-07-26 09:38:35,851 - mmaction - INFO - Epoch [17][560/3757] lr: 1.000e-02, eta: 6 days, 13:06:12, time: 1.835, data_time: 0.124, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7477, loss_cls: 2.2006, loss: 2.2006, grad_norm: 5.6176 2020-07-26 09:39:08,813 - mmaction - INFO - Epoch [17][580/3757] lr: 1.000e-02, eta: 6 days, 13:05:21, time: 1.654, data_time: 0.190, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7305, loss_cls: 2.3062, loss: 2.3062, grad_norm: 5.7794 2020-07-26 09:39:45,206 - mmaction - INFO - Epoch [17][600/3757] lr: 1.000e-02, eta: 6 days, 13:04:47, time: 1.814, data_time: 0.482, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7336, loss_cls: 2.2572, loss: 2.2572, grad_norm: 5.6537 2020-07-26 09:40:20,332 - mmaction - INFO - Epoch [17][620/3757] lr: 1.000e-02, eta: 6 days, 13:04:07, time: 1.759, data_time: 0.257, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7359, loss_cls: 2.2009, loss: 2.2009, grad_norm: 5.3976 2020-07-26 09:40:57,705 - mmaction - INFO - Epoch [17][640/3757] lr: 1.000e-02, eta: 6 days, 13:03:39, time: 1.871, data_time: 0.204, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.2746, loss: 2.2746, grad_norm: 5.5633 2020-07-26 09:41:34,456 - mmaction - INFO - Epoch [17][660/3757] lr: 1.000e-02, eta: 6 days, 13:03:08, time: 1.836, data_time: 0.619, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7438, loss_cls: 2.2008, loss: 2.2008, grad_norm: 5.4120 2020-07-26 09:42:06,817 - mmaction - INFO - Epoch [17][680/3757] lr: 1.000e-02, eta: 6 days, 13:02:13, time: 1.617, data_time: 0.534, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7250, loss_cls: 2.2418, loss: 2.2418, grad_norm: 5.4856 2020-07-26 09:42:43,310 - mmaction - INFO - Epoch [17][700/3757] lr: 1.000e-02, eta: 6 days, 13:01:41, time: 1.830, data_time: 0.190, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.1709, loss: 2.1709, grad_norm: 5.4144 2020-07-26 09:43:21,275 - mmaction - INFO - Epoch [17][720/3757] lr: 1.000e-02, eta: 6 days, 13:01:15, time: 1.894, data_time: 0.710, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7117, loss_cls: 2.2827, loss: 2.2827, grad_norm: 5.4909 2020-07-26 09:43:59,119 - mmaction - INFO - Epoch [17][740/3757] lr: 1.000e-02, eta: 6 days, 13:00:49, time: 1.893, data_time: 1.128, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7547, loss_cls: 2.1182, loss: 2.1182, grad_norm: 5.3533 2020-07-26 09:44:29,982 - mmaction - INFO - Epoch [17][760/3757] lr: 1.000e-02, eta: 6 days, 12:59:48, time: 1.548, data_time: 0.851, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7227, loss_cls: 2.1862, loss: 2.1862, grad_norm: 5.3873 2020-07-26 09:45:03,676 - mmaction - INFO - Epoch [17][780/3757] lr: 1.000e-02, eta: 6 days, 12:59:00, time: 1.684, data_time: 0.542, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7227, loss_cls: 2.2564, loss: 2.2564, grad_norm: 5.6379 2020-07-26 09:45:41,084 - mmaction - INFO - Epoch [17][800/3757] lr: 1.000e-02, eta: 6 days, 12:58:32, time: 1.869, data_time: 0.084, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7352, loss_cls: 2.2590, loss: 2.2590, grad_norm: 5.5237 2020-07-26 09:46:14,611 - mmaction - INFO - Epoch [17][820/3757] lr: 1.000e-02, eta: 6 days, 12:57:44, time: 1.673, data_time: 0.010, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7398, loss_cls: 2.1461, loss: 2.1461, grad_norm: 5.2144 2020-07-26 09:46:51,078 - mmaction - INFO - Epoch [17][840/3757] lr: 1.000e-02, eta: 6 days, 12:57:11, time: 1.828, data_time: 0.009, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1445, loss: 2.1445, grad_norm: 5.4544 2020-07-26 09:47:26,619 - mmaction - INFO - Epoch [17][860/3757] lr: 1.000e-02, eta: 6 days, 12:56:32, time: 1.769, data_time: 0.010, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7172, loss_cls: 2.2858, loss: 2.2858, grad_norm: 5.5682 2020-07-26 09:48:04,348 - mmaction - INFO - Epoch [17][880/3757] lr: 1.000e-02, eta: 6 days, 12:56:07, time: 1.894, data_time: 0.011, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7500, loss_cls: 2.0971, loss: 2.0971, grad_norm: 5.4302 2020-07-26 09:48:37,576 - mmaction - INFO - Epoch [17][900/3757] lr: 1.000e-02, eta: 6 days, 12:55:16, time: 1.656, data_time: 0.009, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7297, loss_cls: 2.2171, loss: 2.2171, grad_norm: 5.4978 2020-07-26 09:49:12,460 - mmaction - INFO - Epoch [17][920/3757] lr: 1.000e-02, eta: 6 days, 12:54:36, time: 1.749, data_time: 0.010, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7188, loss_cls: 2.2187, loss: 2.2187, grad_norm: 5.4545 2020-07-26 09:49:44,370 - mmaction - INFO - Epoch [17][940/3757] lr: 1.000e-02, eta: 6 days, 12:53:39, time: 1.596, data_time: 0.007, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7484, loss_cls: 2.1712, loss: 2.1712, grad_norm: 5.5848 2020-07-26 09:50:19,747 - mmaction - INFO - Epoch [17][960/3757] lr: 1.000e-02, eta: 6 days, 12:53:01, time: 1.769, data_time: 0.070, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7219, loss_cls: 2.3073, loss: 2.3073, grad_norm: 5.4652 2020-07-26 09:50:54,754 - mmaction - INFO - Epoch [17][980/3757] lr: 1.000e-02, eta: 6 days, 12:52:20, time: 1.750, data_time: 0.250, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2066, loss: 2.2066, grad_norm: 5.5374 2020-07-26 09:51:27,860 - mmaction - INFO - Epoch [17][1000/3757] lr: 1.000e-02, eta: 6 days, 12:51:30, time: 1.656, data_time: 0.263, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7297, loss_cls: 2.2471, loss: 2.2471, grad_norm: 5.4941 2020-07-26 09:52:02,089 - mmaction - INFO - Epoch [17][1020/3757] lr: 1.000e-02, eta: 6 days, 12:50:46, time: 1.711, data_time: 0.371, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7172, loss_cls: 2.3405, loss: 2.3405, grad_norm: 5.7037 2020-07-26 09:52:38,807 - mmaction - INFO - Epoch [17][1040/3757] lr: 1.000e-02, eta: 6 days, 12:50:13, time: 1.829, data_time: 0.583, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7352, loss_cls: 2.1922, loss: 2.1922, grad_norm: 5.5673 2020-07-26 09:53:13,107 - mmaction - INFO - Epoch [17][1060/3757] lr: 1.000e-02, eta: 6 days, 12:49:29, time: 1.718, data_time: 0.009, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7422, loss_cls: 2.2195, loss: 2.2195, grad_norm: 5.4823 2020-07-26 09:53:51,979 - mmaction - INFO - Epoch [17][1080/3757] lr: 1.000e-02, eta: 6 days, 12:49:08, time: 1.939, data_time: 0.046, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7164, loss_cls: 2.2455, loss: 2.2455, grad_norm: 5.4352 2020-07-26 09:54:23,393 - mmaction - INFO - Epoch [17][1100/3757] lr: 1.000e-02, eta: 6 days, 12:48:10, time: 1.579, data_time: 0.011, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7289, loss_cls: 2.1702, loss: 2.1702, grad_norm: 5.4891 2020-07-26 09:54:56,850 - mmaction - INFO - Epoch [17][1120/3757] lr: 1.000e-02, eta: 6 days, 12:47:21, time: 1.669, data_time: 0.007, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7133, loss_cls: 2.3638, loss: 2.3638, grad_norm: 5.6474 2020-07-26 09:55:33,458 - mmaction - INFO - Epoch [17][1140/3757] lr: 1.000e-02, eta: 6 days, 12:46:49, time: 1.834, data_time: 0.008, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7539, loss_cls: 2.1359, loss: 2.1359, grad_norm: 5.4910 2020-07-26 09:56:11,374 - mmaction - INFO - Epoch [17][1160/3757] lr: 1.000e-02, eta: 6 days, 12:46:23, time: 1.892, data_time: 0.008, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7297, loss_cls: 2.1830, loss: 2.1830, grad_norm: 5.5052 2020-07-26 09:56:47,998 - mmaction - INFO - Epoch [17][1180/3757] lr: 1.000e-02, eta: 6 days, 12:45:52, time: 1.834, data_time: 0.009, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7500, loss_cls: 2.1933, loss: 2.1933, grad_norm: 5.4567 2020-07-26 09:57:19,815 - mmaction - INFO - Epoch [17][1200/3757] lr: 1.000e-02, eta: 6 days, 12:44:54, time: 1.586, data_time: 0.009, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.2473, loss: 2.2473, grad_norm: 5.4428 2020-07-26 09:57:55,579 - mmaction - INFO - Epoch [17][1220/3757] lr: 1.000e-02, eta: 6 days, 12:44:18, time: 1.794, data_time: 0.011, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7141, loss_cls: 2.3520, loss: 2.3520, grad_norm: 5.6274 2020-07-26 09:58:32,748 - mmaction - INFO - Epoch [17][1240/3757] lr: 1.000e-02, eta: 6 days, 12:43:48, time: 1.851, data_time: 0.611, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7195, loss_cls: 2.2770, loss: 2.2770, grad_norm: 5.6384 2020-07-26 09:59:08,240 - mmaction - INFO - Epoch [17][1260/3757] lr: 1.000e-02, eta: 6 days, 12:43:11, time: 1.782, data_time: 0.945, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7383, loss_cls: 2.2422, loss: 2.2422, grad_norm: 5.6158 2020-07-26 09:59:42,538 - mmaction - INFO - Epoch [17][1280/3757] lr: 1.000e-02, eta: 6 days, 12:42:26, time: 1.707, data_time: 1.045, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.1544, loss: 2.1544, grad_norm: 5.4864 2020-07-26 10:00:18,539 - mmaction - INFO - Epoch [17][1300/3757] lr: 1.000e-02, eta: 6 days, 12:41:51, time: 1.799, data_time: 0.183, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7250, loss_cls: 2.2932, loss: 2.2932, grad_norm: 5.5848 2020-07-26 10:00:52,438 - mmaction - INFO - Epoch [17][1320/3757] lr: 1.000e-02, eta: 6 days, 12:41:05, time: 1.703, data_time: 0.021, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7414, loss_cls: 2.2443, loss: 2.2443, grad_norm: 5.5584 2020-07-26 10:01:26,624 - mmaction - INFO - Epoch [17][1340/3757] lr: 1.000e-02, eta: 6 days, 12:40:20, time: 1.704, data_time: 0.112, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7469, loss_cls: 2.1830, loss: 2.1830, grad_norm: 5.5234 2020-07-26 10:02:01,316 - mmaction - INFO - Epoch [17][1360/3757] lr: 1.000e-02, eta: 6 days, 12:39:38, time: 1.738, data_time: 0.498, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.2136, loss: 2.2136, grad_norm: 5.4553 2020-07-26 10:02:38,300 - mmaction - INFO - Epoch [17][1380/3757] lr: 1.000e-02, eta: 6 days, 12:39:08, time: 1.851, data_time: 0.121, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7477, loss_cls: 2.0770, loss: 2.0770, grad_norm: 5.3763 2020-07-26 10:03:11,113 - mmaction - INFO - Epoch [17][1400/3757] lr: 1.000e-02, eta: 6 days, 12:38:16, time: 1.640, data_time: 0.025, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7234, loss_cls: 2.3173, loss: 2.3173, grad_norm: 5.7505 2020-07-26 10:03:49,775 - mmaction - INFO - Epoch [17][1420/3757] lr: 1.000e-02, eta: 6 days, 12:37:55, time: 1.933, data_time: 0.004, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7281, loss_cls: 2.2665, loss: 2.2665, grad_norm: 5.6014 2020-07-26 10:04:28,188 - mmaction - INFO - Epoch [17][1440/3757] lr: 1.000e-02, eta: 6 days, 12:37:32, time: 1.921, data_time: 0.010, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7336, loss_cls: 2.2030, loss: 2.2030, grad_norm: 5.4704 2020-07-26 10:05:00,340 - mmaction - INFO - Epoch [17][1460/3757] lr: 1.000e-02, eta: 6 days, 12:36:37, time: 1.607, data_time: 0.063, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7539, loss_cls: 2.1581, loss: 2.1581, grad_norm: 5.4799 2020-07-26 10:05:38,396 - mmaction - INFO - Epoch [17][1480/3757] lr: 1.000e-02, eta: 6 days, 12:36:12, time: 1.903, data_time: 0.118, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7523, loss_cls: 2.0949, loss: 2.0949, grad_norm: 5.3619 2020-07-26 10:06:10,032 - mmaction - INFO - Epoch [17][1500/3757] lr: 1.000e-02, eta: 6 days, 12:35:14, time: 1.582, data_time: 0.209, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7461, loss_cls: 2.2051, loss: 2.2051, grad_norm: 5.6320 2020-07-26 10:06:40,938 - mmaction - INFO - Epoch [17][1520/3757] lr: 1.000e-02, eta: 6 days, 12:34:12, time: 1.542, data_time: 0.009, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7219, loss_cls: 2.2465, loss: 2.2465, grad_norm: 5.5848 2020-07-26 10:07:20,129 - mmaction - INFO - Epoch [17][1540/3757] lr: 1.000e-02, eta: 6 days, 12:33:54, time: 1.963, data_time: 0.017, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7312, loss_cls: 2.2348, loss: 2.2348, grad_norm: 5.4158 2020-07-26 10:07:55,558 - mmaction - INFO - Epoch [17][1560/3757] lr: 1.000e-02, eta: 6 days, 12:33:15, time: 1.767, data_time: 0.009, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7344, loss_cls: 2.2095, loss: 2.2095, grad_norm: 5.4504 2020-07-26 10:08:31,179 - mmaction - INFO - Epoch [17][1580/3757] lr: 1.000e-02, eta: 6 days, 12:32:38, time: 1.785, data_time: 0.011, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.1915, loss: 2.1915, grad_norm: 5.3764 2020-07-26 10:09:01,979 - mmaction - INFO - Epoch [17][1600/3757] lr: 1.000e-02, eta: 6 days, 12:31:37, time: 1.542, data_time: 0.010, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7312, loss_cls: 2.2287, loss: 2.2287, grad_norm: 5.4168 2020-07-26 10:09:36,131 - mmaction - INFO - Epoch [17][1620/3757] lr: 1.000e-02, eta: 6 days, 12:30:52, time: 1.706, data_time: 0.151, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7297, loss_cls: 2.1886, loss: 2.1886, grad_norm: 5.4537 2020-07-26 10:10:13,855 - mmaction - INFO - Epoch [17][1640/3757] lr: 1.000e-02, eta: 6 days, 12:30:25, time: 1.884, data_time: 1.262, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7555, loss_cls: 2.1281, loss: 2.1281, grad_norm: 5.5081 2020-07-26 10:10:47,628 - mmaction - INFO - Epoch [17][1660/3757] lr: 1.000e-02, eta: 6 days, 12:29:39, time: 1.693, data_time: 1.086, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7211, loss_cls: 2.2782, loss: 2.2782, grad_norm: 5.5875 2020-07-26 10:11:23,761 - mmaction - INFO - Epoch [17][1680/3757] lr: 1.000e-02, eta: 6 days, 12:29:04, time: 1.805, data_time: 0.658, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1600, loss: 2.1600, grad_norm: 5.3820 2020-07-26 10:12:01,198 - mmaction - INFO - Epoch [17][1700/3757] lr: 1.000e-02, eta: 6 days, 12:28:35, time: 1.866, data_time: 0.057, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7367, loss_cls: 2.2317, loss: 2.2317, grad_norm: 5.4293 2020-07-26 10:12:34,677 - mmaction - INFO - Epoch [17][1720/3757] lr: 1.000e-02, eta: 6 days, 12:27:47, time: 1.679, data_time: 0.022, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7336, loss_cls: 2.2480, loss: 2.2480, grad_norm: 5.4877 2020-07-26 10:13:07,456 - mmaction - INFO - Epoch [17][1740/3757] lr: 1.000e-02, eta: 6 days, 12:26:56, time: 1.642, data_time: 0.213, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7008, loss_cls: 2.3644, loss: 2.3644, grad_norm: 5.6252 2020-07-26 10:13:46,045 - mmaction - INFO - Epoch [17][1760/3757] lr: 1.000e-02, eta: 6 days, 12:26:34, time: 1.929, data_time: 0.118, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.1972, loss: 2.1972, grad_norm: 5.4041 2020-07-26 10:14:18,989 - mmaction - INFO - Epoch [17][1780/3757] lr: 1.000e-02, eta: 6 days, 12:25:43, time: 1.644, data_time: 0.310, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7211, loss_cls: 2.3272, loss: 2.3272, grad_norm: 5.6936 2020-07-26 10:14:53,569 - mmaction - INFO - Epoch [17][1800/3757] lr: 1.000e-02, eta: 6 days, 12:25:00, time: 1.729, data_time: 0.727, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7141, loss_cls: 2.3333, loss: 2.3333, grad_norm: 5.5932 2020-07-26 10:15:25,893 - mmaction - INFO - Epoch [17][1820/3757] lr: 1.000e-02, eta: 6 days, 12:24:06, time: 1.619, data_time: 0.713, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7398, loss_cls: 2.1971, loss: 2.1971, grad_norm: 5.5764 2020-07-26 10:16:03,808 - mmaction - INFO - Epoch [17][1840/3757] lr: 1.000e-02, eta: 6 days, 12:23:41, time: 1.895, data_time: 1.176, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7125, loss_cls: 2.3014, loss: 2.3014, grad_norm: 5.5944 2020-07-26 10:16:42,008 - mmaction - INFO - Epoch [17][1860/3757] lr: 1.000e-02, eta: 6 days, 12:23:16, time: 1.904, data_time: 0.358, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.3289, loss: 2.3289, grad_norm: 5.4410 2020-07-26 10:17:16,842 - mmaction - INFO - Epoch [17][1880/3757] lr: 1.000e-02, eta: 6 days, 12:22:35, time: 1.745, data_time: 0.011, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7320, loss_cls: 2.2237, loss: 2.2237, grad_norm: 5.4802 2020-07-26 10:17:48,592 - mmaction - INFO - Epoch [17][1900/3757] lr: 1.000e-02, eta: 6 days, 12:21:38, time: 1.589, data_time: 0.290, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7305, loss_cls: 2.2086, loss: 2.2086, grad_norm: 5.5556 2020-07-26 10:18:25,466 - mmaction - INFO - Epoch [17][1920/3757] lr: 1.000e-02, eta: 6 days, 12:21:07, time: 1.843, data_time: 0.010, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7219, loss_cls: 2.2573, loss: 2.2573, grad_norm: 5.6494 2020-07-26 10:19:01,761 - mmaction - INFO - Epoch [17][1940/3757] lr: 1.000e-02, eta: 6 days, 12:20:33, time: 1.816, data_time: 0.008, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7406, loss_cls: 2.1710, loss: 2.1710, grad_norm: 5.5620 2020-07-26 10:19:36,928 - mmaction - INFO - Epoch [17][1960/3757] lr: 1.000e-02, eta: 6 days, 12:19:54, time: 1.759, data_time: 0.007, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7352, loss_cls: 2.2093, loss: 2.2093, grad_norm: 5.6193 2020-07-26 10:20:12,198 - mmaction - INFO - Epoch [17][1980/3757] lr: 1.000e-02, eta: 6 days, 12:19:15, time: 1.761, data_time: 0.013, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7109, loss_cls: 2.2860, loss: 2.2860, grad_norm: 5.5215 2020-07-26 10:20:46,037 - mmaction - INFO - Epoch [17][2000/3757] lr: 1.000e-02, eta: 6 days, 12:18:29, time: 1.695, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7289, loss_cls: 2.2105, loss: 2.2105, grad_norm: 5.4981 2020-07-26 10:21:18,263 - mmaction - INFO - Epoch [17][2020/3757] lr: 1.000e-02, eta: 6 days, 12:17:34, time: 1.605, data_time: 0.804, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7250, loss_cls: 2.2192, loss: 2.2192, grad_norm: 5.4430 2020-07-26 10:21:53,875 - mmaction - INFO - Epoch [17][2040/3757] lr: 1.000e-02, eta: 6 days, 12:16:57, time: 1.787, data_time: 0.826, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7297, loss_cls: 2.2250, loss: 2.2250, grad_norm: 5.3857 2020-07-26 10:22:26,681 - mmaction - INFO - Epoch [17][2060/3757] lr: 1.000e-02, eta: 6 days, 12:16:06, time: 1.640, data_time: 1.058, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7086, loss_cls: 2.2815, loss: 2.2815, grad_norm: 5.5635 2020-07-26 10:23:06,184 - mmaction - INFO - Epoch [17][2080/3757] lr: 1.000e-02, eta: 6 days, 12:15:48, time: 1.976, data_time: 1.080, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7281, loss_cls: 2.1993, loss: 2.1993, grad_norm: 5.6180 2020-07-26 10:23:38,716 - mmaction - INFO - Epoch [17][2100/3757] lr: 1.000e-02, eta: 6 days, 12:14:55, time: 1.626, data_time: 0.002, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7336, loss_cls: 2.1709, loss: 2.1709, grad_norm: 5.3437 2020-07-26 10:24:15,837 - mmaction - INFO - Epoch [17][2120/3757] lr: 1.000e-02, eta: 6 days, 12:14:25, time: 1.852, data_time: 0.008, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7469, loss_cls: 2.1558, loss: 2.1558, grad_norm: 5.3268 2020-07-26 10:24:51,088 - mmaction - INFO - Epoch [17][2140/3757] lr: 1.000e-02, eta: 6 days, 12:13:47, time: 1.766, data_time: 0.009, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7234, loss_cls: 2.2254, loss: 2.2254, grad_norm: 5.4993 2020-07-26 10:25:23,797 - mmaction - INFO - Epoch [17][2160/3757] lr: 1.000e-02, eta: 6 days, 12:12:54, time: 1.628, data_time: 0.009, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2444, loss: 2.2444, grad_norm: 5.3739 2020-07-26 10:26:01,043 - mmaction - INFO - Epoch [17][2180/3757] lr: 1.000e-02, eta: 6 days, 12:12:26, time: 1.870, data_time: 0.012, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7484, loss_cls: 2.1606, loss: 2.1606, grad_norm: 5.5523 2020-07-26 10:26:37,469 - mmaction - INFO - Epoch [17][2200/3757] lr: 1.000e-02, eta: 6 days, 12:11:52, time: 1.818, data_time: 0.010, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7625, loss_cls: 2.0431, loss: 2.0431, grad_norm: 5.3168 2020-07-26 10:27:13,058 - mmaction - INFO - Epoch [17][2220/3757] lr: 1.000e-02, eta: 6 days, 12:11:15, time: 1.781, data_time: 0.009, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.1549, loss: 2.1549, grad_norm: 5.4821 2020-07-26 10:27:48,602 - mmaction - INFO - Epoch [17][2240/3757] lr: 1.000e-02, eta: 6 days, 12:10:37, time: 1.775, data_time: 0.010, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7141, loss_cls: 2.3209, loss: 2.3209, grad_norm: 5.6564 2020-07-26 10:28:18,889 - mmaction - INFO - Epoch [17][2260/3757] lr: 1.000e-02, eta: 6 days, 12:09:34, time: 1.519, data_time: 0.008, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7125, loss_cls: 2.2665, loss: 2.2665, grad_norm: 5.6155 2020-07-26 10:28:54,941 - mmaction - INFO - Epoch [17][2280/3757] lr: 1.000e-02, eta: 6 days, 12:08:58, time: 1.794, data_time: 0.010, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7336, loss_cls: 2.2078, loss: 2.2078, grad_norm: 5.4505 2020-07-26 10:29:29,852 - mmaction - INFO - Epoch [17][2300/3757] lr: 1.000e-02, eta: 6 days, 12:08:18, time: 1.754, data_time: 0.101, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7297, loss_cls: 2.2276, loss: 2.2276, grad_norm: 5.4140 2020-07-26 10:30:03,542 - mmaction - INFO - Epoch [17][2320/3757] lr: 1.000e-02, eta: 6 days, 12:07:31, time: 1.684, data_time: 0.318, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7312, loss_cls: 2.2455, loss: 2.2455, grad_norm: 5.5414 2020-07-26 10:30:40,393 - mmaction - INFO - Epoch [17][2340/3757] lr: 1.000e-02, eta: 6 days, 12:07:00, time: 1.844, data_time: 0.089, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7297, loss_cls: 2.2671, loss: 2.2671, grad_norm: 5.7471 2020-07-26 10:31:14,276 - mmaction - INFO - Epoch [17][2360/3757] lr: 1.000e-02, eta: 6 days, 12:06:14, time: 1.691, data_time: 0.022, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7336, loss_cls: 2.2554, loss: 2.2554, grad_norm: 5.6340 2020-07-26 10:31:49,863 - mmaction - INFO - Epoch [17][2380/3757] lr: 1.000e-02, eta: 6 days, 12:05:36, time: 1.774, data_time: 0.010, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.2014, loss: 2.2014, grad_norm: 5.3582 2020-07-26 10:32:27,782 - mmaction - INFO - Epoch [17][2400/3757] lr: 1.000e-02, eta: 6 days, 12:05:10, time: 1.900, data_time: 0.011, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7336, loss_cls: 2.2038, loss: 2.2038, grad_norm: 5.4030 2020-07-26 10:33:03,398 - mmaction - INFO - Epoch [17][2420/3757] lr: 1.000e-02, eta: 6 days, 12:04:34, time: 1.785, data_time: 0.010, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.2648, loss: 2.2648, grad_norm: 5.5739 2020-07-26 10:33:34,423 - mmaction - INFO - Epoch [17][2440/3757] lr: 1.000e-02, eta: 6 days, 12:03:33, time: 1.552, data_time: 0.003, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7188, loss_cls: 2.2558, loss: 2.2558, grad_norm: 5.3016 2020-07-26 10:34:12,792 - mmaction - INFO - Epoch [17][2460/3757] lr: 1.000e-02, eta: 6 days, 12:03:10, time: 1.914, data_time: 0.016, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7242, loss_cls: 2.2282, loss: 2.2282, grad_norm: 5.4342 2020-07-26 10:34:46,794 - mmaction - INFO - Epoch [17][2480/3757] lr: 1.000e-02, eta: 6 days, 12:02:25, time: 1.703, data_time: 0.140, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7258, loss_cls: 2.2474, loss: 2.2474, grad_norm: 5.6107 2020-07-26 10:35:20,922 - mmaction - INFO - Epoch [17][2500/3757] lr: 1.000e-02, eta: 6 days, 12:01:39, time: 1.701, data_time: 0.118, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.1927, loss: 2.1927, grad_norm: 5.5438 2020-07-26 10:35:59,150 - mmaction - INFO - Epoch [17][2520/3757] lr: 1.000e-02, eta: 6 days, 12:01:16, time: 1.917, data_time: 0.098, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7312, loss_cls: 2.2486, loss: 2.2486, grad_norm: 5.5964 2020-07-26 10:36:34,393 - mmaction - INFO - Epoch [17][2540/3757] lr: 1.000e-02, eta: 6 days, 12:00:36, time: 1.757, data_time: 0.008, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7430, loss_cls: 2.1883, loss: 2.1883, grad_norm: 5.4600 2020-07-26 10:37:06,467 - mmaction - INFO - Epoch [17][2560/3757] lr: 1.000e-02, eta: 6 days, 11:59:42, time: 1.608, data_time: 0.010, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.1986, loss: 2.1986, grad_norm: 5.4579 2020-07-26 10:37:40,455 - mmaction - INFO - Epoch [17][2580/3757] lr: 1.000e-02, eta: 6 days, 11:58:57, time: 1.702, data_time: 0.010, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7352, loss_cls: 2.2076, loss: 2.2076, grad_norm: 5.4449 2020-07-26 10:38:17,074 - mmaction - INFO - Epoch [17][2600/3757] lr: 1.000e-02, eta: 6 days, 11:58:24, time: 1.830, data_time: 0.117, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7258, loss_cls: 2.2495, loss: 2.2495, grad_norm: 5.4712 2020-07-26 10:38:53,421 - mmaction - INFO - Epoch [17][2620/3757] lr: 1.000e-02, eta: 6 days, 11:57:51, time: 1.815, data_time: 0.016, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.2411, loss: 2.2411, grad_norm: 5.5367 2020-07-26 10:39:29,644 - mmaction - INFO - Epoch [17][2640/3757] lr: 1.000e-02, eta: 6 days, 11:57:16, time: 1.812, data_time: 0.006, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7328, loss_cls: 2.2558, loss: 2.2558, grad_norm: 5.6540 2020-07-26 10:40:02,242 - mmaction - INFO - Epoch [17][2660/3757] lr: 1.000e-02, eta: 6 days, 11:56:24, time: 1.631, data_time: 0.009, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7156, loss_cls: 2.2815, loss: 2.2815, grad_norm: 5.5909 2020-07-26 10:40:38,978 - mmaction - INFO - Epoch [17][2680/3757] lr: 1.000e-02, eta: 6 days, 11:55:53, time: 1.837, data_time: 0.003, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7391, loss_cls: 2.2038, loss: 2.2038, grad_norm: 5.2617 2020-07-26 10:41:13,058 - mmaction - INFO - Epoch [17][2700/3757] lr: 1.000e-02, eta: 6 days, 11:55:08, time: 1.700, data_time: 0.008, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7195, loss_cls: 2.2134, loss: 2.2134, grad_norm: 5.3126 2020-07-26 10:41:52,114 - mmaction - INFO - Epoch [17][2720/3757] lr: 1.000e-02, eta: 6 days, 11:54:47, time: 1.950, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7414, loss_cls: 2.1623, loss: 2.1623, grad_norm: 5.4894 2020-07-26 10:42:25,892 - mmaction - INFO - Epoch [17][2740/3757] lr: 1.000e-02, eta: 6 days, 11:54:02, time: 1.696, data_time: 0.010, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7406, loss_cls: 2.2346, loss: 2.2346, grad_norm: 5.6275 2020-07-26 10:43:03,375 - mmaction - INFO - Epoch [17][2760/3757] lr: 1.000e-02, eta: 6 days, 11:53:34, time: 1.873, data_time: 0.002, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7445, loss_cls: 2.1288, loss: 2.1288, grad_norm: 5.3946 2020-07-26 10:43:33,560 - mmaction - INFO - Epoch [17][2780/3757] lr: 1.000e-02, eta: 6 days, 11:52:29, time: 1.510, data_time: 0.003, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7133, loss_cls: 2.3563, loss: 2.3563, grad_norm: 5.6996 2020-07-26 10:44:09,876 - mmaction - INFO - Epoch [17][2800/3757] lr: 1.000e-02, eta: 6 days, 11:51:55, time: 1.807, data_time: 0.444, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.1898, loss: 2.1898, grad_norm: 5.4930 2020-07-26 10:44:44,058 - mmaction - INFO - Epoch [17][2820/3757] lr: 1.000e-02, eta: 6 days, 11:51:11, time: 1.718, data_time: 0.263, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7078, loss_cls: 2.3499, loss: 2.3499, grad_norm: 5.6296 2020-07-26 10:45:17,376 - mmaction - INFO - Epoch [17][2840/3757] lr: 1.000e-02, eta: 6 days, 11:50:22, time: 1.662, data_time: 0.744, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7133, loss_cls: 2.2786, loss: 2.2786, grad_norm: 5.6110 2020-07-26 10:45:55,096 - mmaction - INFO - Epoch [17][2860/3757] lr: 1.000e-02, eta: 6 days, 11:49:56, time: 1.888, data_time: 0.500, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7398, loss_cls: 2.2195, loss: 2.2195, grad_norm: 5.4294 2020-07-26 10:46:30,408 - mmaction - INFO - Epoch [17][2880/3757] lr: 1.000e-02, eta: 6 days, 11:49:17, time: 1.764, data_time: 0.895, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7328, loss_cls: 2.1690, loss: 2.1690, grad_norm: 5.3803 2020-07-26 10:47:05,491 - mmaction - INFO - Epoch [17][2900/3757] lr: 1.000e-02, eta: 6 days, 11:48:38, time: 1.757, data_time: 0.027, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7336, loss_cls: 2.1884, loss: 2.1884, grad_norm: 5.4625 2020-07-26 10:47:40,131 - mmaction - INFO - Epoch [17][2920/3757] lr: 1.000e-02, eta: 6 days, 11:47:55, time: 1.728, data_time: 0.008, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.2808, loss: 2.2808, grad_norm: 5.6417 2020-07-26 10:48:13,225 - mmaction - INFO - Epoch [17][2940/3757] lr: 1.000e-02, eta: 6 days, 11:47:06, time: 1.658, data_time: 0.009, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7516, loss_cls: 2.1256, loss: 2.1256, grad_norm: 5.4202 2020-07-26 10:48:50,709 - mmaction - INFO - Epoch [17][2960/3757] lr: 1.000e-02, eta: 6 days, 11:46:38, time: 1.872, data_time: 0.008, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7297, loss_cls: 2.2409, loss: 2.2409, grad_norm: 5.6742 2020-07-26 10:49:24,588 - mmaction - INFO - Epoch [17][2980/3757] lr: 1.000e-02, eta: 6 days, 11:45:52, time: 1.697, data_time: 0.009, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7336, loss_cls: 2.2435, loss: 2.2435, grad_norm: 5.5796 2020-07-26 10:50:02,467 - mmaction - INFO - Epoch [17][3000/3757] lr: 1.000e-02, eta: 6 days, 11:45:26, time: 1.894, data_time: 0.006, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.2904, loss: 2.2904, grad_norm: 5.6134 2020-07-26 10:50:36,950 - mmaction - INFO - Epoch [17][3020/3757] lr: 1.000e-02, eta: 6 days, 11:44:43, time: 1.716, data_time: 0.002, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7117, loss_cls: 2.2927, loss: 2.2927, grad_norm: 5.5638 2020-07-26 10:51:11,860 - mmaction - INFO - Epoch [17][3040/3757] lr: 1.000e-02, eta: 6 days, 11:44:03, time: 1.754, data_time: 0.010, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7547, loss_cls: 2.1438, loss: 2.1438, grad_norm: 5.5722 2020-07-26 10:51:47,008 - mmaction - INFO - Epoch [17][3060/3757] lr: 1.000e-02, eta: 6 days, 11:43:23, time: 1.754, data_time: 0.013, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7234, loss_cls: 2.2628, loss: 2.2628, grad_norm: 5.5175 2020-07-26 10:52:24,056 - mmaction - INFO - Epoch [17][3080/3757] lr: 1.000e-02, eta: 6 days, 11:42:53, time: 1.849, data_time: 0.008, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7398, loss_cls: 2.2235, loss: 2.2235, grad_norm: 5.5325 2020-07-26 10:52:56,387 - mmaction - INFO - Epoch [17][3100/3757] lr: 1.000e-02, eta: 6 days, 11:41:59, time: 1.616, data_time: 0.010, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7211, loss_cls: 2.2651, loss: 2.2651, grad_norm: 5.6684 2020-07-26 10:53:35,048 - mmaction - INFO - Epoch [17][3120/3757] lr: 1.000e-02, eta: 6 days, 11:41:38, time: 1.941, data_time: 0.028, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.1157, loss: 2.1157, grad_norm: 5.4548 2020-07-26 10:54:09,239 - mmaction - INFO - Epoch [17][3140/3757] lr: 1.000e-02, eta: 6 days, 11:40:53, time: 1.702, data_time: 0.006, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7141, loss_cls: 2.2918, loss: 2.2918, grad_norm: 5.7018 2020-07-26 10:54:43,972 - mmaction - INFO - Epoch [17][3160/3757] lr: 1.000e-02, eta: 6 days, 11:40:11, time: 1.738, data_time: 0.042, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7297, loss_cls: 2.2878, loss: 2.2878, grad_norm: 5.6791 2020-07-26 10:55:15,900 - mmaction - INFO - Epoch [17][3180/3757] lr: 1.000e-02, eta: 6 days, 11:39:16, time: 1.599, data_time: 0.027, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7172, loss_cls: 2.2743, loss: 2.2743, grad_norm: 5.4494 2020-07-26 10:55:51,062 - mmaction - INFO - Epoch [17][3200/3757] lr: 1.000e-02, eta: 6 days, 11:38:37, time: 1.762, data_time: 0.523, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7383, loss_cls: 2.1632, loss: 2.1632, grad_norm: 5.2760 2020-07-26 10:56:27,670 - mmaction - INFO - Epoch [17][3220/3757] lr: 1.000e-02, eta: 6 days, 11:38:04, time: 1.822, data_time: 0.835, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7320, loss_cls: 2.2644, loss: 2.2644, grad_norm: 5.5029 2020-07-26 10:57:03,025 - mmaction - INFO - Epoch [17][3240/3757] lr: 1.000e-02, eta: 6 days, 11:37:27, time: 1.775, data_time: 0.283, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7539, loss_cls: 2.1905, loss: 2.1905, grad_norm: 5.4327 2020-07-26 10:57:37,268 - mmaction - INFO - Epoch [17][3260/3757] lr: 1.000e-02, eta: 6 days, 11:36:43, time: 1.712, data_time: 0.008, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7305, loss_cls: 2.1964, loss: 2.1964, grad_norm: 5.3405 2020-07-26 10:58:12,394 - mmaction - INFO - Epoch [17][3280/3757] lr: 1.000e-02, eta: 6 days, 11:36:03, time: 1.756, data_time: 0.445, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7258, loss_cls: 2.2895, loss: 2.2895, grad_norm: 5.3150 2020-07-26 10:58:49,104 - mmaction - INFO - Epoch [17][3300/3757] lr: 1.000e-02, eta: 6 days, 11:35:31, time: 1.835, data_time: 1.252, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7117, loss_cls: 2.3666, loss: 2.3666, grad_norm: 5.5223 2020-07-26 10:59:24,066 - mmaction - INFO - Epoch [17][3320/3757] lr: 1.000e-02, eta: 6 days, 11:34:50, time: 1.743, data_time: 1.156, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7531, loss_cls: 2.1660, loss: 2.1660, grad_norm: 5.3972 2020-07-26 11:00:00,439 - mmaction - INFO - Epoch [17][3340/3757] lr: 1.000e-02, eta: 6 days, 11:34:17, time: 1.822, data_time: 1.225, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7328, loss_cls: 2.2378, loss: 2.2378, grad_norm: 5.3125 2020-07-26 11:00:33,795 - mmaction - INFO - Epoch [17][3360/3757] lr: 1.000e-02, eta: 6 days, 11:33:28, time: 1.658, data_time: 0.782, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7320, loss_cls: 2.2908, loss: 2.2908, grad_norm: 5.5155 2020-07-26 11:01:09,064 - mmaction - INFO - Epoch [17][3380/3757] lr: 1.000e-02, eta: 6 days, 11:32:50, time: 1.772, data_time: 0.815, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7391, loss_cls: 2.2257, loss: 2.2257, grad_norm: 5.5620 2020-07-26 11:01:42,648 - mmaction - INFO - Epoch [17][3400/3757] lr: 1.000e-02, eta: 6 days, 11:32:03, time: 1.682, data_time: 0.021, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7266, loss_cls: 2.2080, loss: 2.2080, grad_norm: 5.5263 2020-07-26 11:02:21,774 - mmaction - INFO - Epoch [17][3420/3757] lr: 1.000e-02, eta: 6 days, 11:31:43, time: 1.952, data_time: 0.009, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7555, loss_cls: 2.0973, loss: 2.0973, grad_norm: 5.4861 2020-07-26 11:02:56,763 - mmaction - INFO - Epoch [17][3440/3757] lr: 1.000e-02, eta: 6 days, 11:31:03, time: 1.755, data_time: 0.008, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7430, loss_cls: 2.2021, loss: 2.2021, grad_norm: 5.7097 2020-07-26 11:03:29,845 - mmaction - INFO - Epoch [17][3460/3757] lr: 1.000e-02, eta: 6 days, 11:30:14, time: 1.652, data_time: 0.008, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7086, loss_cls: 2.3130, loss: 2.3130, grad_norm: 5.4748 2020-07-26 11:04:06,774 - mmaction - INFO - Epoch [17][3480/3757] lr: 1.000e-02, eta: 6 days, 11:29:43, time: 1.847, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7336, loss_cls: 2.2259, loss: 2.2259, grad_norm: 5.5076 2020-07-26 11:04:41,632 - mmaction - INFO - Epoch [17][3500/3757] lr: 1.000e-02, eta: 6 days, 11:29:02, time: 1.743, data_time: 0.007, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7453, loss_cls: 2.1933, loss: 2.1933, grad_norm: 5.6548 2020-07-26 11:05:14,247 - mmaction - INFO - Epoch [17][3520/3757] lr: 1.000e-02, eta: 6 days, 11:28:10, time: 1.626, data_time: 0.007, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.2179, loss: 2.2179, grad_norm: 5.5170 2020-07-26 11:05:47,974 - mmaction - INFO - Epoch [17][3540/3757] lr: 1.000e-02, eta: 6 days, 11:27:24, time: 1.693, data_time: 0.037, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7203, loss_cls: 2.2379, loss: 2.2379, grad_norm: 5.4872 2020-07-26 11:06:22,935 - mmaction - INFO - Epoch [17][3560/3757] lr: 1.000e-02, eta: 6 days, 11:26:44, time: 1.747, data_time: 0.007, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7102, loss_cls: 2.3160, loss: 2.3160, grad_norm: 5.7139 2020-07-26 11:06:56,650 - mmaction - INFO - Epoch [17][3580/3757] lr: 1.000e-02, eta: 6 days, 11:25:57, time: 1.687, data_time: 0.072, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7391, loss_cls: 2.1962, loss: 2.1962, grad_norm: 5.5140 2020-07-26 11:07:33,427 - mmaction - INFO - Epoch [17][3600/3757] lr: 1.000e-02, eta: 6 days, 11:25:25, time: 1.828, data_time: 0.013, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7523, loss_cls: 2.1688, loss: 2.1688, grad_norm: 5.5105 2020-07-26 11:08:09,432 - mmaction - INFO - Epoch [17][3620/3757] lr: 1.000e-02, eta: 6 days, 11:24:51, time: 1.809, data_time: 0.816, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7359, loss_cls: 2.2417, loss: 2.2417, grad_norm: 5.5762 2020-07-26 11:08:41,708 - mmaction - INFO - Epoch [17][3640/3757] lr: 1.000e-02, eta: 6 days, 11:23:56, time: 1.607, data_time: 0.043, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.2648, loss: 2.2648, grad_norm: 5.4597 2020-07-26 11:09:17,915 - mmaction - INFO - Epoch [17][3660/3757] lr: 1.000e-02, eta: 6 days, 11:23:23, time: 1.818, data_time: 0.429, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7227, loss_cls: 2.2335, loss: 2.2335, grad_norm: 5.5468 2020-07-26 11:09:52,948 - mmaction - INFO - Epoch [17][3680/3757] lr: 1.000e-02, eta: 6 days, 11:22:43, time: 1.751, data_time: 0.140, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7281, loss_cls: 2.3722, loss: 2.3722, grad_norm: 5.7898 2020-07-26 11:10:26,798 - mmaction - INFO - Epoch [17][3700/3757] lr: 1.000e-02, eta: 6 days, 11:21:57, time: 1.690, data_time: 0.406, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7219, loss_cls: 2.2688, loss: 2.2688, grad_norm: 5.6117 2020-07-26 11:11:01,209 - mmaction - INFO - Epoch [17][3720/3757] lr: 1.000e-02, eta: 6 days, 11:21:14, time: 1.723, data_time: 0.159, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7203, loss_cls: 2.2297, loss: 2.2297, grad_norm: 5.5809 2020-07-26 11:11:36,155 - mmaction - INFO - Epoch [17][3740/3757] lr: 1.000e-02, eta: 6 days, 11:20:33, time: 1.741, data_time: 0.008, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7383, loss_cls: 2.2194, loss: 2.2194, grad_norm: 5.5697 2020-07-26 11:12:00,786 - mmaction - INFO - Saving checkpoint at 17 epochs 2020-07-26 11:12:52,333 - mmaction - INFO - Epoch [18][20/3757] lr: 1.000e-02, eta: 6 days, 11:18:11, time: 2.537, data_time: 1.078, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7320, loss_cls: 2.1924, loss: 2.1924, grad_norm: 5.4798 2020-07-26 11:13:29,524 - mmaction - INFO - Epoch [18][40/3757] lr: 1.000e-02, eta: 6 days, 11:17:42, time: 1.861, data_time: 0.716, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7453, loss_cls: 2.1170, loss: 2.1170, grad_norm: 5.3673 2020-07-26 11:14:05,717 - mmaction - INFO - Epoch [18][60/3757] lr: 1.000e-02, eta: 6 days, 11:17:07, time: 1.803, data_time: 1.237, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.1916, loss: 2.1916, grad_norm: 5.5914 2020-07-26 11:14:39,989 - mmaction - INFO - Epoch [18][80/3757] lr: 1.000e-02, eta: 6 days, 11:16:24, time: 1.721, data_time: 1.077, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7344, loss_cls: 2.2206, loss: 2.2206, grad_norm: 5.6781 2020-07-26 11:15:16,750 - mmaction - INFO - Epoch [18][100/3757] lr: 1.000e-02, eta: 6 days, 11:15:52, time: 1.834, data_time: 1.227, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7234, loss_cls: 2.2533, loss: 2.2533, grad_norm: 5.4829 2020-07-26 11:15:51,353 - mmaction - INFO - Epoch [18][120/3757] lr: 1.000e-02, eta: 6 days, 11:15:09, time: 1.722, data_time: 1.170, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7211, loss_cls: 2.2850, loss: 2.2850, grad_norm: 5.4815 2020-07-26 11:16:26,277 - mmaction - INFO - Epoch [18][140/3757] lr: 1.000e-02, eta: 6 days, 11:14:30, time: 1.756, data_time: 0.430, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7477, loss_cls: 2.1649, loss: 2.1649, grad_norm: 5.4716 2020-07-26 11:17:01,501 - mmaction - INFO - Epoch [18][160/3757] lr: 1.000e-02, eta: 6 days, 11:13:50, time: 1.752, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7367, loss_cls: 2.1398, loss: 2.1398, grad_norm: 5.3375 2020-07-26 11:17:34,651 - mmaction - INFO - Epoch [18][180/3757] lr: 1.000e-02, eta: 6 days, 11:13:01, time: 1.665, data_time: 0.014, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.3054, loss: 2.3054, grad_norm: 5.6860 2020-07-26 11:18:11,705 - mmaction - INFO - Epoch [18][200/3757] lr: 1.000e-02, eta: 6 days, 11:12:32, time: 1.855, data_time: 0.008, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7461, loss_cls: 2.1440, loss: 2.1440, grad_norm: 5.2056 2020-07-26 11:18:46,044 - mmaction - INFO - Epoch [18][220/3757] lr: 1.000e-02, eta: 6 days, 11:11:48, time: 1.718, data_time: 0.007, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7352, loss_cls: 2.2440, loss: 2.2440, grad_norm: 5.5232 2020-07-26 11:19:19,540 - mmaction - INFO - Epoch [18][240/3757] lr: 1.000e-02, eta: 6 days, 11:11:01, time: 1.675, data_time: 0.003, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7453, loss_cls: 2.0811, loss: 2.0811, grad_norm: 5.3654 2020-07-26 11:19:58,089 - mmaction - INFO - Epoch [18][260/3757] lr: 1.000e-02, eta: 6 days, 11:10:38, time: 1.924, data_time: 0.008, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7250, loss_cls: 2.1951, loss: 2.1951, grad_norm: 5.4344 2020-07-26 11:20:29,872 - mmaction - INFO - Epoch [18][280/3757] lr: 1.000e-02, eta: 6 days, 11:09:43, time: 1.591, data_time: 0.008, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7391, loss_cls: 2.1965, loss: 2.1965, grad_norm: 5.4491 2020-07-26 11:21:08,673 - mmaction - INFO - Epoch [18][300/3757] lr: 1.000e-02, eta: 6 days, 11:09:21, time: 1.939, data_time: 0.018, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7516, loss_cls: 2.1049, loss: 2.1049, grad_norm: 5.3212 2020-07-26 11:21:41,121 - mmaction - INFO - Epoch [18][320/3757] lr: 1.000e-02, eta: 6 days, 11:08:29, time: 1.623, data_time: 0.009, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7336, loss_cls: 2.1959, loss: 2.1959, grad_norm: 5.5193 2020-07-26 11:22:15,344 - mmaction - INFO - Epoch [18][340/3757] lr: 1.000e-02, eta: 6 days, 11:07:44, time: 1.706, data_time: 0.004, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7516, loss_cls: 2.1348, loss: 2.1348, grad_norm: 5.5507 2020-07-26 11:22:52,701 - mmaction - INFO - Epoch [18][360/3757] lr: 1.000e-02, eta: 6 days, 11:07:16, time: 1.872, data_time: 0.009, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1831, loss: 2.1831, grad_norm: 5.4827 2020-07-26 11:23:25,360 - mmaction - INFO - Epoch [18][380/3757] lr: 1.000e-02, eta: 6 days, 11:06:24, time: 1.630, data_time: 0.006, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7375, loss_cls: 2.1836, loss: 2.1836, grad_norm: 5.5075 2020-07-26 11:24:01,262 - mmaction - INFO - Epoch [18][400/3757] lr: 1.000e-02, eta: 6 days, 11:05:49, time: 1.800, data_time: 0.013, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7438, loss_cls: 2.1466, loss: 2.1466, grad_norm: 5.5909 2020-07-26 11:24:37,532 - mmaction - INFO - Epoch [18][420/3757] lr: 1.000e-02, eta: 6 days, 11:05:15, time: 1.810, data_time: 0.007, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7227, loss_cls: 2.3270, loss: 2.3270, grad_norm: 5.6057 2020-07-26 11:25:10,755 - mmaction - INFO - Epoch [18][440/3757] lr: 1.000e-02, eta: 6 days, 11:04:27, time: 1.664, data_time: 0.008, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7328, loss_cls: 2.2259, loss: 2.2259, grad_norm: 5.5200 2020-07-26 11:25:46,018 - mmaction - INFO - Epoch [18][460/3757] lr: 1.000e-02, eta: 6 days, 11:03:48, time: 1.763, data_time: 0.150, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7234, loss_cls: 2.2821, loss: 2.2821, grad_norm: 5.5627 2020-07-26 11:26:22,681 - mmaction - INFO - Epoch [18][480/3757] lr: 1.000e-02, eta: 6 days, 11:03:15, time: 1.825, data_time: 0.009, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7484, loss_cls: 2.1409, loss: 2.1409, grad_norm: 5.2618 2020-07-26 11:26:56,798 - mmaction - INFO - Epoch [18][500/3757] lr: 1.000e-02, eta: 6 days, 11:02:32, time: 1.715, data_time: 0.023, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2450, loss: 2.2450, grad_norm: 5.3124 2020-07-26 11:27:30,986 - mmaction - INFO - Epoch [18][520/3757] lr: 1.000e-02, eta: 6 days, 11:01:48, time: 1.706, data_time: 0.144, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7242, loss_cls: 2.2824, loss: 2.2824, grad_norm: 5.5876 2020-07-26 11:28:07,153 - mmaction - INFO - Epoch [18][540/3757] lr: 1.000e-02, eta: 6 days, 11:01:13, time: 1.810, data_time: 0.202, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7281, loss_cls: 2.2559, loss: 2.2559, grad_norm: 5.5745 2020-07-26 11:28:44,251 - mmaction - INFO - Epoch [18][560/3757] lr: 1.000e-02, eta: 6 days, 11:00:43, time: 1.850, data_time: 0.010, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7188, loss_cls: 2.3107, loss: 2.3107, grad_norm: 5.5372 2020-07-26 11:29:22,434 - mmaction - INFO - Epoch [18][580/3757] lr: 1.000e-02, eta: 6 days, 11:00:19, time: 1.913, data_time: 0.020, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7430, loss_cls: 2.1731, loss: 2.1731, grad_norm: 5.3595 2020-07-26 11:29:57,406 - mmaction - INFO - Epoch [18][600/3757] lr: 1.000e-02, eta: 6 days, 10:59:39, time: 1.748, data_time: 0.107, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7492, loss_cls: 2.0852, loss: 2.0852, grad_norm: 5.3739 2020-07-26 11:30:30,441 - mmaction - INFO - Epoch [18][620/3757] lr: 1.000e-02, eta: 6 days, 10:58:49, time: 1.654, data_time: 0.392, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7133, loss_cls: 2.2733, loss: 2.2733, grad_norm: 5.4663 2020-07-26 11:31:09,623 - mmaction - INFO - Epoch [18][640/3757] lr: 1.000e-02, eta: 6 days, 10:58:29, time: 1.958, data_time: 0.830, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7352, loss_cls: 2.1731, loss: 2.1731, grad_norm: 5.5386 2020-07-26 11:31:45,628 - mmaction - INFO - Epoch [18][660/3757] lr: 1.000e-02, eta: 6 days, 10:57:55, time: 1.804, data_time: 1.220, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.1593, loss: 2.1593, grad_norm: 5.5340 2020-07-26 11:32:19,929 - mmaction - INFO - Epoch [18][680/3757] lr: 1.000e-02, eta: 6 days, 10:57:11, time: 1.714, data_time: 1.100, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.2113, loss: 2.2113, grad_norm: 5.4761 2020-07-26 11:32:52,902 - mmaction - INFO - Epoch [18][700/3757] lr: 1.000e-02, eta: 6 days, 10:56:21, time: 1.646, data_time: 1.071, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7484, loss_cls: 2.1450, loss: 2.1450, grad_norm: 5.6395 2020-07-26 11:33:29,644 - mmaction - INFO - Epoch [18][720/3757] lr: 1.000e-02, eta: 6 days, 10:55:50, time: 1.838, data_time: 1.254, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7320, loss_cls: 2.1851, loss: 2.1851, grad_norm: 5.5328 2020-07-26 11:34:03,610 - mmaction - INFO - Epoch [18][740/3757] lr: 1.000e-02, eta: 6 days, 10:55:05, time: 1.700, data_time: 1.117, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7344, loss_cls: 2.2155, loss: 2.2155, grad_norm: 5.6897 2020-07-26 11:34:36,458 - mmaction - INFO - Epoch [18][760/3757] lr: 1.000e-02, eta: 6 days, 10:54:14, time: 1.640, data_time: 0.523, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7508, loss_cls: 2.2011, loss: 2.2011, grad_norm: 5.6553 2020-07-26 11:35:15,976 - mmaction - INFO - Epoch [18][780/3757] lr: 1.000e-02, eta: 6 days, 10:53:55, time: 1.970, data_time: 0.721, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7430, loss_cls: 2.1573, loss: 2.1573, grad_norm: 5.4591 2020-07-26 11:35:48,700 - mmaction - INFO - Epoch [18][800/3757] lr: 1.000e-02, eta: 6 days, 10:53:05, time: 1.636, data_time: 0.695, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7359, loss_cls: 2.1905, loss: 2.1905, grad_norm: 5.5373 2020-07-26 11:36:23,491 - mmaction - INFO - Epoch [18][820/3757] lr: 1.000e-02, eta: 6 days, 10:52:24, time: 1.748, data_time: 0.497, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7359, loss_cls: 2.2347, loss: 2.2347, grad_norm: 5.5651 2020-07-26 11:37:00,388 - mmaction - INFO - Epoch [18][840/3757] lr: 1.000e-02, eta: 6 days, 10:51:53, time: 1.838, data_time: 0.150, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7352, loss_cls: 2.2322, loss: 2.2322, grad_norm: 5.5297 2020-07-26 11:37:35,289 - mmaction - INFO - Epoch [18][860/3757] lr: 1.000e-02, eta: 6 days, 10:51:13, time: 1.752, data_time: 0.028, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7398, loss_cls: 2.2164, loss: 2.2164, grad_norm: 5.4434 2020-07-26 11:38:11,706 - mmaction - INFO - Epoch [18][880/3757] lr: 1.000e-02, eta: 6 days, 10:50:39, time: 1.813, data_time: 0.008, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7297, loss_cls: 2.2119, loss: 2.2119, grad_norm: 5.3668 2020-07-26 11:38:45,876 - mmaction - INFO - Epoch [18][900/3757] lr: 1.000e-02, eta: 6 days, 10:49:56, time: 1.712, data_time: 0.011, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7711, loss_cls: 2.0478, loss: 2.0478, grad_norm: 5.3252 2020-07-26 11:39:19,098 - mmaction - INFO - Epoch [18][920/3757] lr: 1.000e-02, eta: 6 days, 10:49:07, time: 1.659, data_time: 0.019, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7328, loss_cls: 2.2139, loss: 2.2139, grad_norm: 5.5997 2020-07-26 11:39:55,052 - mmaction - INFO - Epoch [18][940/3757] lr: 1.000e-02, eta: 6 days, 10:48:32, time: 1.804, data_time: 0.106, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7375, loss_cls: 2.1420, loss: 2.1420, grad_norm: 5.4338 2020-07-26 11:40:31,156 - mmaction - INFO - Epoch [18][960/3757] lr: 1.000e-02, eta: 6 days, 10:47:57, time: 1.803, data_time: 0.003, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7375, loss_cls: 2.1596, loss: 2.1596, grad_norm: 5.5353 2020-07-26 11:41:05,413 - mmaction - INFO - Epoch [18][980/3757] lr: 1.000e-02, eta: 6 days, 10:47:14, time: 1.715, data_time: 0.020, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7266, loss_cls: 2.2289, loss: 2.2289, grad_norm: 5.6987 2020-07-26 11:41:42,233 - mmaction - INFO - Epoch [18][1000/3757] lr: 1.000e-02, eta: 6 days, 10:46:42, time: 1.835, data_time: 0.009, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.1981, loss: 2.1981, grad_norm: 5.5748 2020-07-26 11:42:16,258 - mmaction - INFO - Epoch [18][1020/3757] lr: 1.000e-02, eta: 6 days, 10:45:58, time: 1.700, data_time: 0.289, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7375, loss_cls: 2.1520, loss: 2.1520, grad_norm: 5.5236 2020-07-26 11:42:52,569 - mmaction - INFO - Epoch [18][1040/3757] lr: 1.000e-02, eta: 6 days, 10:45:24, time: 1.822, data_time: 0.178, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7180, loss_cls: 2.3006, loss: 2.3006, grad_norm: 5.6124 2020-07-26 11:43:28,412 - mmaction - INFO - Epoch [18][1060/3757] lr: 1.000e-02, eta: 6 days, 10:44:48, time: 1.785, data_time: 0.010, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3537, loss: 2.3537, grad_norm: 5.4606 2020-07-26 11:44:05,261 - mmaction - INFO - Epoch [18][1080/3757] lr: 1.000e-02, eta: 6 days, 10:44:17, time: 1.843, data_time: 0.011, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7305, loss_cls: 2.2581, loss: 2.2581, grad_norm: 5.4559 2020-07-26 11:44:41,260 - mmaction - INFO - Epoch [18][1100/3757] lr: 1.000e-02, eta: 6 days, 10:43:42, time: 1.807, data_time: 0.011, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7328, loss_cls: 2.1942, loss: 2.1942, grad_norm: 5.5127 2020-07-26 11:45:16,465 - mmaction - INFO - Epoch [18][1120/3757] lr: 1.000e-02, eta: 6 days, 10:43:03, time: 1.753, data_time: 0.008, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7266, loss_cls: 2.3423, loss: 2.3423, grad_norm: 5.8674 2020-07-26 11:45:50,508 - mmaction - INFO - Epoch [18][1140/3757] lr: 1.000e-02, eta: 6 days, 10:42:19, time: 1.707, data_time: 0.012, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7422, loss_cls: 2.1661, loss: 2.1661, grad_norm: 5.5385 2020-07-26 11:46:25,006 - mmaction - INFO - Epoch [18][1160/3757] lr: 1.000e-02, eta: 6 days, 10:41:37, time: 1.726, data_time: 0.011, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7664, loss_cls: 2.0376, loss: 2.0376, grad_norm: 5.4123 2020-07-26 11:46:57,560 - mmaction - INFO - Epoch [18][1180/3757] lr: 1.000e-02, eta: 6 days, 10:40:45, time: 1.629, data_time: 0.004, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7094, loss_cls: 2.3773, loss: 2.3773, grad_norm: 5.7577 2020-07-26 11:47:36,166 - mmaction - INFO - Epoch [18][1200/3757] lr: 1.000e-02, eta: 6 days, 10:40:22, time: 1.924, data_time: 0.256, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7211, loss_cls: 2.2713, loss: 2.2713, grad_norm: 5.5785 2020-07-26 11:48:09,178 - mmaction - INFO - Epoch [18][1220/3757] lr: 1.000e-02, eta: 6 days, 10:39:33, time: 1.657, data_time: 0.015, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1360, loss: 2.1360, grad_norm: 5.2303 2020-07-26 11:48:42,014 - mmaction - INFO - Epoch [18][1240/3757] lr: 1.000e-02, eta: 6 days, 10:38:43, time: 1.641, data_time: 0.022, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.1914, loss: 2.1914, grad_norm: 5.6388 2020-07-26 11:49:20,202 - mmaction - INFO - Epoch [18][1260/3757] lr: 1.000e-02, eta: 6 days, 10:38:18, time: 1.910, data_time: 0.009, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7188, loss_cls: 2.2665, loss: 2.2665, grad_norm: 5.3498 2020-07-26 11:49:54,291 - mmaction - INFO - Epoch [18][1280/3757] lr: 1.000e-02, eta: 6 days, 10:37:34, time: 1.703, data_time: 0.003, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7422, loss_cls: 2.1710, loss: 2.1710, grad_norm: 5.4967 2020-07-26 11:50:27,774 - mmaction - INFO - Epoch [18][1300/3757] lr: 1.000e-02, eta: 6 days, 10:36:46, time: 1.671, data_time: 0.009, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1482, loss: 2.1482, grad_norm: 5.4767 2020-07-26 11:51:01,508 - mmaction - INFO - Epoch [18][1320/3757] lr: 1.000e-02, eta: 6 days, 10:36:01, time: 1.689, data_time: 0.006, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7234, loss_cls: 2.2996, loss: 2.2996, grad_norm: 5.7085 2020-07-26 11:51:36,337 - mmaction - INFO - Epoch [18][1340/3757] lr: 1.000e-02, eta: 6 days, 10:35:20, time: 1.742, data_time: 0.111, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7156, loss_cls: 2.2541, loss: 2.2541, grad_norm: 5.4265 2020-07-26 11:52:09,972 - mmaction - INFO - Epoch [18][1360/3757] lr: 1.000e-02, eta: 6 days, 10:34:34, time: 1.682, data_time: 0.906, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7180, loss_cls: 2.2629, loss: 2.2629, grad_norm: 5.4989 2020-07-26 11:52:46,753 - mmaction - INFO - Epoch [18][1380/3757] lr: 1.000e-02, eta: 6 days, 10:34:02, time: 1.832, data_time: 0.519, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7352, loss_cls: 2.2190, loss: 2.2190, grad_norm: 5.5230 2020-07-26 11:53:25,066 - mmaction - INFO - Epoch [18][1400/3757] lr: 1.000e-02, eta: 6 days, 10:33:38, time: 1.917, data_time: 0.016, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7508, loss_cls: 2.1348, loss: 2.1348, grad_norm: 5.4923 2020-07-26 11:53:58,246 - mmaction - INFO - Epoch [18][1420/3757] lr: 1.000e-02, eta: 6 days, 10:32:50, time: 1.664, data_time: 0.018, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7211, loss_cls: 2.2339, loss: 2.2339, grad_norm: 5.5657 2020-07-26 11:54:35,840 - mmaction - INFO - Epoch [18][1440/3757] lr: 1.000e-02, eta: 6 days, 10:32:22, time: 1.877, data_time: 0.009, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7477, loss_cls: 2.1322, loss: 2.1322, grad_norm: 5.4239 2020-07-26 11:55:09,895 - mmaction - INFO - Epoch [18][1460/3757] lr: 1.000e-02, eta: 6 days, 10:31:38, time: 1.705, data_time: 0.009, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7359, loss_cls: 2.1679, loss: 2.1679, grad_norm: 5.4254 2020-07-26 11:55:44,558 - mmaction - INFO - Epoch [18][1480/3757] lr: 1.000e-02, eta: 6 days, 10:30:56, time: 1.734, data_time: 0.069, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7344, loss_cls: 2.2447, loss: 2.2447, grad_norm: 5.5766 2020-07-26 11:56:19,653 - mmaction - INFO - Epoch [18][1500/3757] lr: 1.000e-02, eta: 6 days, 10:30:16, time: 1.748, data_time: 0.154, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7438, loss_cls: 2.2308, loss: 2.2308, grad_norm: 5.5623 2020-07-26 11:56:53,385 - mmaction - INFO - Epoch [18][1520/3757] lr: 1.000e-02, eta: 6 days, 10:29:31, time: 1.693, data_time: 0.525, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7469, loss_cls: 2.1541, loss: 2.1541, grad_norm: 5.3082 2020-07-26 11:57:30,415 - mmaction - INFO - Epoch [18][1540/3757] lr: 1.000e-02, eta: 6 days, 10:29:00, time: 1.844, data_time: 0.978, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7352, loss_cls: 2.1494, loss: 2.1494, grad_norm: 5.4845 2020-07-26 11:58:02,534 - mmaction - INFO - Epoch [18][1560/3757] lr: 1.000e-02, eta: 6 days, 10:28:07, time: 1.610, data_time: 1.033, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7227, loss_cls: 2.2259, loss: 2.2259, grad_norm: 5.5757 2020-07-26 11:58:34,090 - mmaction - INFO - Epoch [18][1580/3757] lr: 1.000e-02, eta: 6 days, 10:27:11, time: 1.581, data_time: 0.379, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7594, loss_cls: 2.1121, loss: 2.1121, grad_norm: 5.4797 2020-07-26 11:59:11,531 - mmaction - INFO - Epoch [18][1600/3757] lr: 1.000e-02, eta: 6 days, 10:26:42, time: 1.867, data_time: 0.067, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7391, loss_cls: 2.1754, loss: 2.1754, grad_norm: 5.4281 2020-07-26 11:59:46,288 - mmaction - INFO - Epoch [18][1620/3757] lr: 1.000e-02, eta: 6 days, 10:26:01, time: 1.742, data_time: 0.010, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7352, loss_cls: 2.1455, loss: 2.1455, grad_norm: 5.4950 2020-07-26 12:00:19,949 - mmaction - INFO - Epoch [18][1640/3757] lr: 1.000e-02, eta: 6 days, 10:25:14, time: 1.670, data_time: 0.012, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7484, loss_cls: 2.1629, loss: 2.1629, grad_norm: 5.3632 2020-07-26 12:00:58,898 - mmaction - INFO - Epoch [18][1660/3757] lr: 1.000e-02, eta: 6 days, 10:24:54, time: 1.959, data_time: 0.302, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7492, loss_cls: 2.1724, loss: 2.1724, grad_norm: 5.5451 2020-07-26 12:01:33,685 - mmaction - INFO - Epoch [18][1680/3757] lr: 1.000e-02, eta: 6 days, 10:24:14, time: 1.744, data_time: 0.006, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7125, loss_cls: 2.3270, loss: 2.3270, grad_norm: 5.6461 2020-07-26 12:02:09,619 - mmaction - INFO - Epoch [18][1700/3757] lr: 1.000e-02, eta: 6 days, 10:23:38, time: 1.796, data_time: 0.002, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7211, loss_cls: 2.2976, loss: 2.2976, grad_norm: 5.6184 2020-07-26 12:02:47,472 - mmaction - INFO - Epoch [18][1720/3757] lr: 1.000e-02, eta: 6 days, 10:23:12, time: 1.890, data_time: 0.008, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7352, loss_cls: 2.1994, loss: 2.1994, grad_norm: 5.3549 2020-07-26 12:03:19,906 - mmaction - INFO - Epoch [18][1740/3757] lr: 1.000e-02, eta: 6 days, 10:22:19, time: 1.617, data_time: 0.008, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7297, loss_cls: 2.1934, loss: 2.1934, grad_norm: 5.4207 2020-07-26 12:03:54,816 - mmaction - INFO - Epoch [18][1760/3757] lr: 1.000e-02, eta: 6 days, 10:21:40, time: 1.752, data_time: 0.032, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7367, loss_cls: 2.2124, loss: 2.2124, grad_norm: 5.5485 2020-07-26 12:04:27,653 - mmaction - INFO - Epoch [18][1780/3757] lr: 1.000e-02, eta: 6 days, 10:20:49, time: 1.642, data_time: 0.008, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7234, loss_cls: 2.1975, loss: 2.1975, grad_norm: 5.3751 2020-07-26 12:05:01,634 - mmaction - INFO - Epoch [18][1800/3757] lr: 1.000e-02, eta: 6 days, 10:20:05, time: 1.700, data_time: 0.003, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7547, loss_cls: 2.1300, loss: 2.1300, grad_norm: 5.4573 2020-07-26 12:05:38,388 - mmaction - INFO - Epoch [18][1820/3757] lr: 1.000e-02, eta: 6 days, 10:19:33, time: 1.831, data_time: 0.007, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7523, loss_cls: 2.1177, loss: 2.1177, grad_norm: 5.2687 2020-07-26 12:06:12,658 - mmaction - INFO - Epoch [18][1840/3757] lr: 1.000e-02, eta: 6 days, 10:18:50, time: 1.720, data_time: 0.009, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7375, loss_cls: 2.1340, loss: 2.1340, grad_norm: 5.4558 2020-07-26 12:06:47,756 - mmaction - INFO - Epoch [18][1860/3757] lr: 1.000e-02, eta: 6 days, 10:18:10, time: 1.747, data_time: 0.008, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7156, loss_cls: 2.2839, loss: 2.2839, grad_norm: 5.5829 2020-07-26 12:07:25,390 - mmaction - INFO - Epoch [18][1880/3757] lr: 1.000e-02, eta: 6 days, 10:17:43, time: 1.890, data_time: 0.126, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.2478, loss: 2.2478, grad_norm: 5.4551 2020-07-26 12:07:59,475 - mmaction - INFO - Epoch [18][1900/3757] lr: 1.000e-02, eta: 6 days, 10:16:59, time: 1.702, data_time: 0.011, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7422, loss_cls: 2.1957, loss: 2.1957, grad_norm: 5.4342 2020-07-26 12:08:32,892 - mmaction - INFO - Epoch [18][1920/3757] lr: 1.000e-02, eta: 6 days, 10:16:12, time: 1.672, data_time: 0.007, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7484, loss_cls: 2.1853, loss: 2.1853, grad_norm: 5.5205 2020-07-26 12:09:07,789 - mmaction - INFO - Epoch [18][1940/3757] lr: 1.000e-02, eta: 6 days, 10:15:32, time: 1.744, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1482, loss: 2.1482, grad_norm: 5.4671 2020-07-26 12:09:45,720 - mmaction - INFO - Epoch [18][1960/3757] lr: 1.000e-02, eta: 6 days, 10:15:06, time: 1.898, data_time: 0.005, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7117, loss_cls: 2.2754, loss: 2.2754, grad_norm: 5.6994 2020-07-26 12:10:20,935 - mmaction - INFO - Epoch [18][1980/3757] lr: 1.000e-02, eta: 6 days, 10:14:26, time: 1.756, data_time: 0.008, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7055, loss_cls: 2.2738, loss: 2.2738, grad_norm: 5.6165 2020-07-26 12:10:54,103 - mmaction - INFO - Epoch [18][2000/3757] lr: 1.000e-02, eta: 6 days, 10:13:38, time: 1.663, data_time: 0.218, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7141, loss_cls: 2.3203, loss: 2.3203, grad_norm: 5.4802 2020-07-26 12:11:28,849 - mmaction - INFO - Epoch [18][2020/3757] lr: 1.000e-02, eta: 6 days, 10:12:57, time: 1.731, data_time: 0.524, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2212, loss: 2.2212, grad_norm: 5.4782 2020-07-26 12:12:04,024 - mmaction - INFO - Epoch [18][2040/3757] lr: 1.000e-02, eta: 6 days, 10:12:18, time: 1.760, data_time: 0.136, memory: 5170, top1_acc: 0.4586, top5_acc: 0.6945, loss_cls: 2.4178, loss: 2.4178, grad_norm: 5.6601 2020-07-26 12:12:40,565 - mmaction - INFO - Epoch [18][2060/3757] lr: 1.000e-02, eta: 6 days, 10:11:45, time: 1.828, data_time: 0.905, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7219, loss_cls: 2.2388, loss: 2.2388, grad_norm: 5.4199 2020-07-26 12:13:14,717 - mmaction - INFO - Epoch [18][2080/3757] lr: 1.000e-02, eta: 6 days, 10:11:02, time: 1.706, data_time: 0.182, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7320, loss_cls: 2.2521, loss: 2.2521, grad_norm: 5.6056 2020-07-26 12:13:49,134 - mmaction - INFO - Epoch [18][2100/3757] lr: 1.000e-02, eta: 6 days, 10:10:20, time: 1.726, data_time: 0.055, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7227, loss_cls: 2.2356, loss: 2.2356, grad_norm: 5.5139 2020-07-26 12:14:25,671 - mmaction - INFO - Epoch [18][2120/3757] lr: 1.000e-02, eta: 6 days, 10:09:46, time: 1.821, data_time: 0.044, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7414, loss_cls: 2.2274, loss: 2.2274, grad_norm: 5.6694 2020-07-26 12:15:01,096 - mmaction - INFO - Epoch [18][2140/3757] lr: 1.000e-02, eta: 6 days, 10:09:09, time: 1.778, data_time: 0.053, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.1965, loss: 2.1965, grad_norm: 5.6343 2020-07-26 12:15:39,240 - mmaction - INFO - Epoch [18][2160/3757] lr: 1.000e-02, eta: 6 days, 10:08:44, time: 1.903, data_time: 0.751, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7336, loss_cls: 2.2363, loss: 2.2363, grad_norm: 5.7113 2020-07-26 12:16:13,459 - mmaction - INFO - Epoch [18][2180/3757] lr: 1.000e-02, eta: 6 days, 10:08:00, time: 1.708, data_time: 1.114, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7336, loss_cls: 2.1386, loss: 2.1386, grad_norm: 5.5138 2020-07-26 12:16:47,612 - mmaction - INFO - Epoch [18][2200/3757] lr: 1.000e-02, eta: 6 days, 10:07:17, time: 1.715, data_time: 0.290, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7398, loss_cls: 2.2589, loss: 2.2589, grad_norm: 5.5671 2020-07-26 12:17:18,998 - mmaction - INFO - Epoch [18][2220/3757] lr: 1.000e-02, eta: 6 days, 10:06:20, time: 1.563, data_time: 0.016, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7273, loss_cls: 2.2460, loss: 2.2460, grad_norm: 5.5933 2020-07-26 12:17:58,934 - mmaction - INFO - Epoch [18][2240/3757] lr: 1.000e-02, eta: 6 days, 10:06:03, time: 1.996, data_time: 0.025, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7445, loss_cls: 2.1668, loss: 2.1668, grad_norm: 5.4475 2020-07-26 12:18:30,916 - mmaction - INFO - Epoch [18][2260/3757] lr: 1.000e-02, eta: 6 days, 10:05:10, time: 1.605, data_time: 0.541, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7289, loss_cls: 2.2404, loss: 2.2404, grad_norm: 5.5161 2020-07-26 12:19:07,583 - mmaction - INFO - Epoch [18][2280/3757] lr: 1.000e-02, eta: 6 days, 10:04:38, time: 1.830, data_time: 0.874, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.2135, loss: 2.2135, grad_norm: 5.6606 2020-07-26 12:19:39,578 - mmaction - INFO - Epoch [18][2300/3757] lr: 1.000e-02, eta: 6 days, 10:03:44, time: 1.604, data_time: 0.356, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.2038, loss: 2.2038, grad_norm: 5.6055 2020-07-26 12:20:14,058 - mmaction - INFO - Epoch [18][2320/3757] lr: 1.000e-02, eta: 6 days, 10:03:01, time: 1.718, data_time: 0.882, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7305, loss_cls: 2.2261, loss: 2.2261, grad_norm: 5.6633 2020-07-26 12:20:50,982 - mmaction - INFO - Epoch [18][2340/3757] lr: 1.000e-02, eta: 6 days, 10:02:30, time: 1.844, data_time: 0.190, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7477, loss_cls: 2.1734, loss: 2.1734, grad_norm: 5.4737 2020-07-26 12:21:23,451 - mmaction - INFO - Epoch [18][2360/3757] lr: 1.000e-02, eta: 6 days, 10:01:39, time: 1.627, data_time: 0.010, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7438, loss_cls: 2.1837, loss: 2.1837, grad_norm: 5.6979 2020-07-26 12:22:00,371 - mmaction - INFO - Epoch [18][2380/3757] lr: 1.000e-02, eta: 6 days, 10:01:09, time: 1.849, data_time: 0.009, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7211, loss_cls: 2.2581, loss: 2.2581, grad_norm: 5.6938 2020-07-26 12:22:35,121 - mmaction - INFO - Epoch [18][2400/3757] lr: 1.000e-02, eta: 6 days, 10:00:28, time: 1.738, data_time: 0.003, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7242, loss_cls: 2.2540, loss: 2.2540, grad_norm: 5.5324 2020-07-26 12:23:10,101 - mmaction - INFO - Epoch [18][2420/3757] lr: 1.000e-02, eta: 6 days, 9:59:48, time: 1.749, data_time: 0.008, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7227, loss_cls: 2.1751, loss: 2.1751, grad_norm: 5.4463 2020-07-26 12:23:42,469 - mmaction - INFO - Epoch [18][2440/3757] lr: 1.000e-02, eta: 6 days, 9:58:56, time: 1.617, data_time: 0.002, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7180, loss_cls: 2.2949, loss: 2.2949, grad_norm: 5.5586 2020-07-26 12:24:19,031 - mmaction - INFO - Epoch [18][2460/3757] lr: 1.000e-02, eta: 6 days, 9:58:23, time: 1.823, data_time: 0.044, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7336, loss_cls: 2.2161, loss: 2.2161, grad_norm: 5.4418 2020-07-26 12:24:56,371 - mmaction - INFO - Epoch [18][2480/3757] lr: 1.000e-02, eta: 6 days, 9:57:55, time: 1.873, data_time: 0.041, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.1437, loss: 2.1437, grad_norm: 5.4116 2020-07-26 12:25:29,152 - mmaction - INFO - Epoch [18][2500/3757] lr: 1.000e-02, eta: 6 days, 9:57:04, time: 1.634, data_time: 0.023, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7273, loss_cls: 2.2117, loss: 2.2117, grad_norm: 5.6188 2020-07-26 12:26:02,689 - mmaction - INFO - Epoch [18][2520/3757] lr: 1.000e-02, eta: 6 days, 9:56:18, time: 1.682, data_time: 0.009, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7406, loss_cls: 2.2077, loss: 2.2077, grad_norm: 5.5586 2020-07-26 12:26:37,778 - mmaction - INFO - Epoch [18][2540/3757] lr: 1.000e-02, eta: 6 days, 9:55:39, time: 1.755, data_time: 0.009, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7227, loss_cls: 2.1929, loss: 2.1929, grad_norm: 5.4350 2020-07-26 12:27:16,213 - mmaction - INFO - Epoch [18][2560/3757] lr: 1.000e-02, eta: 6 days, 9:55:15, time: 1.921, data_time: 0.003, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.1880, loss: 2.1880, grad_norm: 5.4430 2020-07-26 12:27:46,357 - mmaction - INFO - Epoch [18][2580/3757] lr: 1.000e-02, eta: 6 days, 9:54:12, time: 1.500, data_time: 0.015, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7258, loss_cls: 2.1980, loss: 2.1980, grad_norm: 5.3902 2020-07-26 12:28:23,372 - mmaction - INFO - Epoch [18][2600/3757] lr: 1.000e-02, eta: 6 days, 9:53:42, time: 1.856, data_time: 0.340, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7461, loss_cls: 2.1513, loss: 2.1513, grad_norm: 5.3685 2020-07-26 12:28:59,884 - mmaction - INFO - Epoch [18][2620/3757] lr: 1.000e-02, eta: 6 days, 9:53:10, time: 1.827, data_time: 0.008, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7438, loss_cls: 2.2262, loss: 2.2262, grad_norm: 5.6004 2020-07-26 12:29:31,685 - mmaction - INFO - Epoch [18][2640/3757] lr: 1.000e-02, eta: 6 days, 9:52:14, time: 1.582, data_time: 0.338, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1468, loss: 2.1468, grad_norm: 5.3901 2020-07-26 12:30:07,471 - mmaction - INFO - Epoch [18][2660/3757] lr: 1.000e-02, eta: 6 days, 9:51:39, time: 1.798, data_time: 0.361, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7391, loss_cls: 2.1831, loss: 2.1831, grad_norm: 5.5451 2020-07-26 12:30:43,565 - mmaction - INFO - Epoch [18][2680/3757] lr: 1.000e-02, eta: 6 days, 9:51:05, time: 1.804, data_time: 1.192, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1322, loss: 2.1322, grad_norm: 5.6325 2020-07-26 12:31:19,958 - mmaction - INFO - Epoch [18][2700/3757] lr: 1.000e-02, eta: 6 days, 9:50:31, time: 1.819, data_time: 1.213, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7266, loss_cls: 2.2133, loss: 2.2133, grad_norm: 5.4504 2020-07-26 12:31:55,076 - mmaction - INFO - Epoch [18][2720/3757] lr: 1.000e-02, eta: 6 days, 9:49:52, time: 1.756, data_time: 1.061, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7352, loss_cls: 2.2224, loss: 2.2224, grad_norm: 5.6371 2020-07-26 12:32:30,533 - mmaction - INFO - Epoch [18][2740/3757] lr: 1.000e-02, eta: 6 days, 9:49:15, time: 1.773, data_time: 1.180, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7234, loss_cls: 2.2605, loss: 2.2605, grad_norm: 5.6357 2020-07-26 12:33:06,529 - mmaction - INFO - Epoch [18][2760/3757] lr: 1.000e-02, eta: 6 days, 9:48:40, time: 1.799, data_time: 1.223, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7516, loss_cls: 2.1361, loss: 2.1361, grad_norm: 5.4237 2020-07-26 12:33:38,832 - mmaction - INFO - Epoch [18][2780/3757] lr: 1.000e-02, eta: 6 days, 9:47:47, time: 1.615, data_time: 0.897, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7117, loss_cls: 2.3066, loss: 2.3066, grad_norm: 5.5093 2020-07-26 12:34:16,817 - mmaction - INFO - Epoch [18][2800/3757] lr: 1.000e-02, eta: 6 days, 9:47:22, time: 1.900, data_time: 0.183, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.2391, loss: 2.2391, grad_norm: 5.2674 2020-07-26 12:34:51,684 - mmaction - INFO - Epoch [18][2820/3757] lr: 1.000e-02, eta: 6 days, 9:46:41, time: 1.744, data_time: 0.498, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7250, loss_cls: 2.2097, loss: 2.2097, grad_norm: 5.3695 2020-07-26 12:35:28,927 - mmaction - INFO - Epoch [18][2840/3757] lr: 1.000e-02, eta: 6 days, 9:46:12, time: 1.859, data_time: 0.304, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1890, loss: 2.1890, grad_norm: 5.4399 2020-07-26 12:36:00,729 - mmaction - INFO - Epoch [18][2860/3757] lr: 1.000e-02, eta: 6 days, 9:45:17, time: 1.589, data_time: 0.012, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7359, loss_cls: 2.2101, loss: 2.2101, grad_norm: 5.6039 2020-07-26 12:36:35,057 - mmaction - INFO - Epoch [18][2880/3757] lr: 1.000e-02, eta: 6 days, 9:44:35, time: 1.722, data_time: 0.164, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7391, loss_cls: 2.1852, loss: 2.1852, grad_norm: 5.4268 2020-07-26 12:37:09,094 - mmaction - INFO - Epoch [18][2900/3757] lr: 1.000e-02, eta: 6 days, 9:43:51, time: 1.702, data_time: 0.043, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7484, loss_cls: 2.1555, loss: 2.1555, grad_norm: 5.6536 2020-07-26 12:37:45,732 - mmaction - INFO - Epoch [18][2920/3757] lr: 1.000e-02, eta: 6 days, 9:43:18, time: 1.825, data_time: 0.007, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7508, loss_cls: 2.1813, loss: 2.1813, grad_norm: 5.7032 2020-07-26 12:38:23,046 - mmaction - INFO - Epoch [18][2940/3757] lr: 1.000e-02, eta: 6 days, 9:42:49, time: 1.871, data_time: 0.009, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7414, loss_cls: 2.1856, loss: 2.1856, grad_norm: 5.5003 2020-07-26 12:38:58,941 - mmaction - INFO - Epoch [18][2960/3757] lr: 1.000e-02, eta: 6 days, 9:42:13, time: 1.789, data_time: 0.009, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7359, loss_cls: 2.1393, loss: 2.1393, grad_norm: 5.4839 2020-07-26 12:39:34,945 - mmaction - INFO - Epoch [18][2980/3757] lr: 1.000e-02, eta: 6 days, 9:41:39, time: 1.806, data_time: 0.167, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7367, loss_cls: 2.2016, loss: 2.2016, grad_norm: 5.5356 2020-07-26 12:40:08,437 - mmaction - INFO - Epoch [18][3000/3757] lr: 1.000e-02, eta: 6 days, 9:40:52, time: 1.674, data_time: 0.406, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7258, loss_cls: 2.2812, loss: 2.2812, grad_norm: 5.6244 2020-07-26 12:40:46,604 - mmaction - INFO - Epoch [18][3020/3757] lr: 1.000e-02, eta: 6 days, 9:40:27, time: 1.908, data_time: 0.006, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7555, loss_cls: 2.1584, loss: 2.1584, grad_norm: 5.4300 2020-07-26 12:41:20,844 - mmaction - INFO - Epoch [18][3040/3757] lr: 1.000e-02, eta: 6 days, 9:39:44, time: 1.710, data_time: 0.098, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7352, loss_cls: 2.2215, loss: 2.2215, grad_norm: 5.6307 2020-07-26 12:41:57,883 - mmaction - INFO - Epoch [18][3060/3757] lr: 1.000e-02, eta: 6 days, 9:39:13, time: 1.849, data_time: 0.865, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7516, loss_cls: 2.1466, loss: 2.1466, grad_norm: 5.5784 2020-07-26 12:42:32,921 - mmaction - INFO - Epoch [18][3080/3757] lr: 1.000e-02, eta: 6 days, 9:38:34, time: 1.759, data_time: 0.066, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7289, loss_cls: 2.2110, loss: 2.2110, grad_norm: 5.6528 2020-07-26 12:43:05,214 - mmaction - INFO - Epoch [18][3100/3757] lr: 1.000e-02, eta: 6 days, 9:37:42, time: 1.615, data_time: 0.316, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7320, loss_cls: 2.2355, loss: 2.2355, grad_norm: 5.5610 2020-07-26 12:43:38,445 - mmaction - INFO - Epoch [18][3120/3757] lr: 1.000e-02, eta: 6 days, 9:36:54, time: 1.660, data_time: 0.239, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7141, loss_cls: 2.2953, loss: 2.2953, grad_norm: 5.5898 2020-07-26 12:44:12,912 - mmaction - INFO - Epoch [18][3140/3757] lr: 1.000e-02, eta: 6 days, 9:36:12, time: 1.722, data_time: 0.021, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7258, loss_cls: 2.1914, loss: 2.1914, grad_norm: 5.4317 2020-07-26 12:44:49,480 - mmaction - INFO - Epoch [18][3160/3757] lr: 1.000e-02, eta: 6 days, 9:35:40, time: 1.830, data_time: 0.008, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7523, loss_cls: 2.0891, loss: 2.0891, grad_norm: 5.4399 2020-07-26 12:45:21,871 - mmaction - INFO - Epoch [18][3180/3757] lr: 1.000e-02, eta: 6 days, 9:34:48, time: 1.614, data_time: 0.008, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7414, loss_cls: 2.1225, loss: 2.1225, grad_norm: 5.3656 2020-07-26 12:45:59,579 - mmaction - INFO - Epoch [18][3200/3757] lr: 1.000e-02, eta: 6 days, 9:34:21, time: 1.891, data_time: 0.010, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1362, loss: 2.1362, grad_norm: 5.3716 2020-07-26 12:46:31,022 - mmaction - INFO - Epoch [18][3220/3757] lr: 1.000e-02, eta: 6 days, 9:33:25, time: 1.569, data_time: 0.008, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7352, loss_cls: 2.2068, loss: 2.2068, grad_norm: 5.5387 2020-07-26 12:47:06,863 - mmaction - INFO - Epoch [18][3240/3757] lr: 1.000e-02, eta: 6 days, 9:32:49, time: 1.794, data_time: 0.312, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2092, loss: 2.2092, grad_norm: 5.4860 2020-07-26 12:47:43,396 - mmaction - INFO - Epoch [18][3260/3757] lr: 1.000e-02, eta: 6 days, 9:32:17, time: 1.825, data_time: 0.009, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7484, loss_cls: 2.1613, loss: 2.1613, grad_norm: 5.4388 2020-07-26 12:48:17,356 - mmaction - INFO - Epoch [18][3280/3757] lr: 1.000e-02, eta: 6 days, 9:31:32, time: 1.698, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7391, loss_cls: 2.1435, loss: 2.1435, grad_norm: 5.4422 2020-07-26 12:48:54,117 - mmaction - INFO - Epoch [18][3300/3757] lr: 1.000e-02, eta: 6 days, 9:31:00, time: 1.830, data_time: 0.009, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7172, loss_cls: 2.2928, loss: 2.2928, grad_norm: 5.5471 2020-07-26 12:49:27,999 - mmaction - INFO - Epoch [18][3320/3757] lr: 1.000e-02, eta: 6 days, 9:30:16, time: 1.703, data_time: 0.012, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7164, loss_cls: 2.3000, loss: 2.3000, grad_norm: 5.4593 2020-07-26 12:50:02,239 - mmaction - INFO - Epoch [18][3340/3757] lr: 1.000e-02, eta: 6 days, 9:29:33, time: 1.712, data_time: 0.010, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7242, loss_cls: 2.2765, loss: 2.2765, grad_norm: 5.5249 2020-07-26 12:50:37,402 - mmaction - INFO - Epoch [18][3360/3757] lr: 1.000e-02, eta: 6 days, 9:28:54, time: 1.757, data_time: 0.003, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7336, loss_cls: 2.2237, loss: 2.2237, grad_norm: 5.4383 2020-07-26 12:51:12,079 - mmaction - INFO - Epoch [18][3380/3757] lr: 1.000e-02, eta: 6 days, 9:28:13, time: 1.731, data_time: 0.011, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7047, loss_cls: 2.3807, loss: 2.3807, grad_norm: 5.7657 2020-07-26 12:51:49,280 - mmaction - INFO - Epoch [18][3400/3757] lr: 1.000e-02, eta: 6 days, 9:27:44, time: 1.864, data_time: 0.024, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2486, loss: 2.2486, grad_norm: 5.3844 2020-07-26 12:52:26,165 - mmaction - INFO - Epoch [18][3420/3757] lr: 1.000e-02, eta: 6 days, 9:27:13, time: 1.843, data_time: 0.032, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.1974, loss: 2.1974, grad_norm: 5.5710 2020-07-26 12:53:02,038 - mmaction - INFO - Epoch [18][3440/3757] lr: 1.000e-02, eta: 6 days, 9:26:37, time: 1.789, data_time: 0.223, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7016, loss_cls: 2.2974, loss: 2.2974, grad_norm: 5.5553 2020-07-26 12:53:37,741 - mmaction - INFO - Epoch [18][3460/3757] lr: 1.000e-02, eta: 6 days, 9:26:01, time: 1.789, data_time: 0.012, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7242, loss_cls: 2.2150, loss: 2.2150, grad_norm: 5.6411 2020-07-26 12:54:14,410 - mmaction - INFO - Epoch [18][3480/3757] lr: 1.000e-02, eta: 6 days, 9:25:28, time: 1.829, data_time: 0.020, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7242, loss_cls: 2.2664, loss: 2.2664, grad_norm: 5.6338 2020-07-26 12:54:49,867 - mmaction - INFO - Epoch [18][3500/3757] lr: 1.000e-02, eta: 6 days, 9:24:51, time: 1.779, data_time: 0.010, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.1594, loss: 2.1594, grad_norm: 5.5390 2020-07-26 12:55:23,321 - mmaction - INFO - Epoch [18][3520/3757] lr: 1.000e-02, eta: 6 days, 9:24:04, time: 1.667, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7445, loss_cls: 2.1486, loss: 2.1486, grad_norm: 5.4654 2020-07-26 12:55:58,776 - mmaction - INFO - Epoch [18][3540/3757] lr: 1.000e-02, eta: 6 days, 9:23:27, time: 1.776, data_time: 0.126, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7406, loss_cls: 2.1465, loss: 2.1465, grad_norm: 5.4583 2020-07-26 12:56:35,975 - mmaction - INFO - Epoch [18][3560/3757] lr: 1.000e-02, eta: 6 days, 9:22:57, time: 1.855, data_time: 0.011, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7125, loss_cls: 2.2785, loss: 2.2785, grad_norm: 5.5246 2020-07-26 12:57:12,155 - mmaction - INFO - Epoch [18][3580/3757] lr: 1.000e-02, eta: 6 days, 9:22:23, time: 1.811, data_time: 0.009, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7078, loss_cls: 2.2466, loss: 2.2466, grad_norm: 5.3251 2020-07-26 12:57:44,703 - mmaction - INFO - Epoch [18][3600/3757] lr: 1.000e-02, eta: 6 days, 9:21:32, time: 1.625, data_time: 0.010, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7305, loss_cls: 2.3330, loss: 2.3330, grad_norm: 5.5433 2020-07-26 12:58:18,386 - mmaction - INFO - Epoch [18][3620/3757] lr: 1.000e-02, eta: 6 days, 9:20:47, time: 1.689, data_time: 0.009, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7141, loss_cls: 2.2758, loss: 2.2758, grad_norm: 5.6747 2020-07-26 12:58:52,474 - mmaction - INFO - Epoch [18][3640/3757] lr: 1.000e-02, eta: 6 days, 9:20:02, time: 1.697, data_time: 0.064, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7164, loss_cls: 2.2669, loss: 2.2669, grad_norm: 5.6107 2020-07-26 12:59:28,981 - mmaction - INFO - Epoch [18][3660/3757] lr: 1.000e-02, eta: 6 days, 9:19:30, time: 1.831, data_time: 0.818, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7383, loss_cls: 2.1808, loss: 2.1808, grad_norm: 5.4635 2020-07-26 13:00:07,537 - mmaction - INFO - Epoch [18][3680/3757] lr: 1.000e-02, eta: 6 days, 9:19:07, time: 1.928, data_time: 0.016, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7617, loss_cls: 2.1171, loss: 2.1171, grad_norm: 5.5075 2020-07-26 13:00:38,562 - mmaction - INFO - Epoch [18][3700/3757] lr: 1.000e-02, eta: 6 days, 9:18:09, time: 1.553, data_time: 0.012, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7070, loss_cls: 2.2785, loss: 2.2785, grad_norm: 5.5630 2020-07-26 13:01:14,835 - mmaction - INFO - Epoch [18][3720/3757] lr: 1.000e-02, eta: 6 days, 9:17:35, time: 1.807, data_time: 0.024, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7414, loss_cls: 2.1593, loss: 2.1593, grad_norm: 5.3421 2020-07-26 13:01:52,393 - mmaction - INFO - Epoch [18][3740/3757] lr: 1.000e-02, eta: 6 days, 9:17:08, time: 1.883, data_time: 0.148, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7344, loss_cls: 2.1675, loss: 2.1675, grad_norm: 5.5355 2020-07-26 13:02:14,387 - mmaction - INFO - Saving checkpoint at 18 epochs 2020-07-26 13:03:06,758 - mmaction - INFO - Epoch [19][20/3757] lr: 1.000e-02, eta: 6 days, 9:14:49, time: 2.516, data_time: 1.200, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7383, loss_cls: 2.1938, loss: 2.1938, grad_norm: 5.3689 2020-07-26 13:03:42,391 - mmaction - INFO - Epoch [19][40/3757] lr: 1.000e-02, eta: 6 days, 9:14:11, time: 1.774, data_time: 0.208, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7430, loss_cls: 2.1197, loss: 2.1197, grad_norm: 5.4126 2020-07-26 13:04:15,521 - mmaction - INFO - Epoch [19][60/3757] lr: 1.000e-02, eta: 6 days, 9:13:24, time: 1.663, data_time: 0.537, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7469, loss_cls: 2.1232, loss: 2.1232, grad_norm: 5.2846 2020-07-26 13:04:52,158 - mmaction - INFO - Epoch [19][80/3757] lr: 1.000e-02, eta: 6 days, 9:12:51, time: 1.825, data_time: 0.983, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7289, loss_cls: 2.2371, loss: 2.2371, grad_norm: 5.5589 2020-07-26 13:05:28,259 - mmaction - INFO - Epoch [19][100/3757] lr: 1.000e-02, eta: 6 days, 9:12:17, time: 1.804, data_time: 1.232, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7320, loss_cls: 2.1890, loss: 2.1890, grad_norm: 5.4045 2020-07-26 13:06:00,683 - mmaction - INFO - Epoch [19][120/3757] lr: 1.000e-02, eta: 6 days, 9:11:26, time: 1.628, data_time: 0.891, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7414, loss_cls: 2.1434, loss: 2.1434, grad_norm: 5.3560 2020-07-26 13:06:37,063 - mmaction - INFO - Epoch [19][140/3757] lr: 1.000e-02, eta: 6 days, 9:10:53, time: 1.819, data_time: 1.020, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7625, loss_cls: 2.1308, loss: 2.1308, grad_norm: 5.3843 2020-07-26 13:07:10,744 - mmaction - INFO - Epoch [19][160/3757] lr: 1.000e-02, eta: 6 days, 9:10:07, time: 1.680, data_time: 0.453, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7484, loss_cls: 2.1454, loss: 2.1454, grad_norm: 5.4325 2020-07-26 13:07:45,591 - mmaction - INFO - Epoch [19][180/3757] lr: 1.000e-02, eta: 6 days, 9:09:27, time: 1.747, data_time: 0.045, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7516, loss_cls: 2.0978, loss: 2.0978, grad_norm: 5.4698 2020-07-26 13:08:24,467 - mmaction - INFO - Epoch [19][200/3757] lr: 1.000e-02, eta: 6 days, 9:09:05, time: 1.938, data_time: 0.571, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7266, loss_cls: 2.1671, loss: 2.1671, grad_norm: 5.3872 2020-07-26 13:09:01,172 - mmaction - INFO - Epoch [19][220/3757] lr: 1.000e-02, eta: 6 days, 9:08:33, time: 1.842, data_time: 0.054, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7328, loss_cls: 2.2150, loss: 2.2150, grad_norm: 5.4360 2020-07-26 13:09:33,440 - mmaction - INFO - Epoch [19][240/3757] lr: 1.000e-02, eta: 6 days, 9:07:41, time: 1.611, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7430, loss_cls: 2.2099, loss: 2.2099, grad_norm: 5.6717 2020-07-26 13:10:08,864 - mmaction - INFO - Epoch [19][260/3757] lr: 1.000e-02, eta: 6 days, 9:07:04, time: 1.774, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7484, loss_cls: 2.1596, loss: 2.1596, grad_norm: 5.6133 2020-07-26 13:10:42,429 - mmaction - INFO - Epoch [19][280/3757] lr: 1.000e-02, eta: 6 days, 9:06:17, time: 1.673, data_time: 0.002, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7344, loss_cls: 2.2003, loss: 2.2003, grad_norm: 5.5631 2020-07-26 13:11:15,674 - mmaction - INFO - Epoch [19][300/3757] lr: 1.000e-02, eta: 6 days, 9:05:30, time: 1.668, data_time: 0.009, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7359, loss_cls: 2.1770, loss: 2.1770, grad_norm: 5.5293 2020-07-26 13:11:51,428 - mmaction - INFO - Epoch [19][320/3757] lr: 1.000e-02, eta: 6 days, 9:04:54, time: 1.788, data_time: 0.016, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7422, loss_cls: 2.1624, loss: 2.1624, grad_norm: 5.4189 2020-07-26 13:12:27,121 - mmaction - INFO - Epoch [19][340/3757] lr: 1.000e-02, eta: 6 days, 9:04:18, time: 1.785, data_time: 0.165, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7406, loss_cls: 2.1763, loss: 2.1763, grad_norm: 5.5275 2020-07-26 13:13:03,135 - mmaction - INFO - Epoch [19][360/3757] lr: 1.000e-02, eta: 6 days, 9:03:43, time: 1.796, data_time: 0.399, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7219, loss_cls: 2.2714, loss: 2.2714, grad_norm: 5.6491 2020-07-26 13:13:40,260 - mmaction - INFO - Epoch [19][380/3757] lr: 1.000e-02, eta: 6 days, 9:03:13, time: 1.860, data_time: 0.405, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7359, loss_cls: 2.2004, loss: 2.2004, grad_norm: 5.4481 2020-07-26 13:14:13,885 - mmaction - INFO - Epoch [19][400/3757] lr: 1.000e-02, eta: 6 days, 9:02:27, time: 1.682, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7547, loss_cls: 2.1204, loss: 2.1204, grad_norm: 5.4042 2020-07-26 13:14:48,842 - mmaction - INFO - Epoch [19][420/3757] lr: 1.000e-02, eta: 6 days, 9:01:48, time: 1.748, data_time: 0.165, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7375, loss_cls: 2.1923, loss: 2.1923, grad_norm: 5.4804 2020-07-26 13:15:23,047 - mmaction - INFO - Epoch [19][440/3757] lr: 1.000e-02, eta: 6 days, 9:01:04, time: 1.707, data_time: 0.147, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7312, loss_cls: 2.1970, loss: 2.1970, grad_norm: 5.4350 2020-07-26 13:15:57,934 - mmaction - INFO - Epoch [19][460/3757] lr: 1.000e-02, eta: 6 days, 9:00:25, time: 1.748, data_time: 0.010, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7602, loss_cls: 2.1008, loss: 2.1008, grad_norm: 5.3508 2020-07-26 13:16:35,131 - mmaction - INFO - Epoch [19][480/3757] lr: 1.000e-02, eta: 6 days, 8:59:54, time: 1.853, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.1269, loss: 2.1269, grad_norm: 5.4531 2020-07-26 13:17:08,179 - mmaction - INFO - Epoch [19][500/3757] lr: 1.000e-02, eta: 6 days, 8:59:07, time: 1.660, data_time: 0.010, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7336, loss_cls: 2.1658, loss: 2.1658, grad_norm: 5.4452 2020-07-26 13:17:45,538 - mmaction - INFO - Epoch [19][520/3757] lr: 1.000e-02, eta: 6 days, 8:58:37, time: 1.859, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7383, loss_cls: 2.1156, loss: 2.1156, grad_norm: 5.6425 2020-07-26 13:18:19,949 - mmaction - INFO - Epoch [19][540/3757] lr: 1.000e-02, eta: 6 days, 8:57:56, time: 1.728, data_time: 0.011, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7312, loss_cls: 2.2233, loss: 2.2233, grad_norm: 5.5956 2020-07-26 13:18:54,679 - mmaction - INFO - Epoch [19][560/3757] lr: 1.000e-02, eta: 6 days, 8:57:15, time: 1.732, data_time: 0.009, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7547, loss_cls: 2.1402, loss: 2.1402, grad_norm: 5.4849 2020-07-26 13:19:31,480 - mmaction - INFO - Epoch [19][580/3757] lr: 1.000e-02, eta: 6 days, 8:56:44, time: 1.844, data_time: 0.010, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.1953, loss: 2.1953, grad_norm: 5.4354 2020-07-26 13:20:06,717 - mmaction - INFO - Epoch [19][600/3757] lr: 1.000e-02, eta: 6 days, 8:56:05, time: 1.763, data_time: 0.006, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7227, loss_cls: 2.2721, loss: 2.2721, grad_norm: 5.6046 2020-07-26 13:20:43,839 - mmaction - INFO - Epoch [19][620/3757] lr: 1.000e-02, eta: 6 days, 8:55:35, time: 1.852, data_time: 0.003, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7477, loss_cls: 2.1912, loss: 2.1912, grad_norm: 5.7187 2020-07-26 13:21:19,124 - mmaction - INFO - Epoch [19][640/3757] lr: 1.000e-02, eta: 6 days, 8:54:57, time: 1.763, data_time: 0.007, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7539, loss_cls: 2.1367, loss: 2.1367, grad_norm: 5.5552 2020-07-26 13:21:54,859 - mmaction - INFO - Epoch [19][660/3757] lr: 1.000e-02, eta: 6 days, 8:54:21, time: 1.793, data_time: 0.009, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7359, loss_cls: 2.2058, loss: 2.2058, grad_norm: 5.7683 2020-07-26 13:22:24,162 - mmaction - INFO - Epoch [19][680/3757] lr: 1.000e-02, eta: 6 days, 8:53:16, time: 1.465, data_time: 0.085, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7242, loss_cls: 2.2350, loss: 2.2350, grad_norm: 5.7029 2020-07-26 13:23:00,917 - mmaction - INFO - Epoch [19][700/3757] lr: 1.000e-02, eta: 6 days, 8:52:44, time: 1.830, data_time: 0.096, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7453, loss_cls: 2.1269, loss: 2.1269, grad_norm: 5.5091 2020-07-26 13:23:36,477 - mmaction - INFO - Epoch [19][720/3757] lr: 1.000e-02, eta: 6 days, 8:52:07, time: 1.785, data_time: 0.010, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7086, loss_cls: 2.2660, loss: 2.2660, grad_norm: 5.6161 2020-07-26 13:24:12,642 - mmaction - INFO - Epoch [19][740/3757] lr: 1.000e-02, eta: 6 days, 8:51:33, time: 1.801, data_time: 0.844, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7445, loss_cls: 2.2038, loss: 2.2038, grad_norm: 5.5290 2020-07-26 13:24:46,680 - mmaction - INFO - Epoch [19][760/3757] lr: 1.000e-02, eta: 6 days, 8:50:49, time: 1.709, data_time: 0.231, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7477, loss_cls: 2.1634, loss: 2.1634, grad_norm: 5.5841 2020-07-26 13:25:22,830 - mmaction - INFO - Epoch [19][780/3757] lr: 1.000e-02, eta: 6 days, 8:50:14, time: 1.799, data_time: 0.030, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7195, loss_cls: 2.2167, loss: 2.2167, grad_norm: 5.6128 2020-07-26 13:25:59,304 - mmaction - INFO - Epoch [19][800/3757] lr: 1.000e-02, eta: 6 days, 8:49:42, time: 1.832, data_time: 0.012, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7336, loss_cls: 2.2221, loss: 2.2221, grad_norm: 5.5097 2020-07-26 13:26:30,744 - mmaction - INFO - Epoch [19][820/3757] lr: 1.000e-02, eta: 6 days, 8:48:47, time: 1.570, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.1346, loss: 2.1346, grad_norm: 5.5470 2020-07-26 13:27:07,617 - mmaction - INFO - Epoch [19][840/3757] lr: 1.000e-02, eta: 6 days, 8:48:16, time: 1.844, data_time: 0.061, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.1168, loss: 2.1168, grad_norm: 5.6284 2020-07-26 13:27:41,298 - mmaction - INFO - Epoch [19][860/3757] lr: 1.000e-02, eta: 6 days, 8:47:30, time: 1.683, data_time: 0.008, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7297, loss_cls: 2.2180, loss: 2.2180, grad_norm: 5.4205 2020-07-26 13:28:14,049 - mmaction - INFO - Epoch [19][880/3757] lr: 1.000e-02, eta: 6 days, 8:46:41, time: 1.639, data_time: 0.113, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7633, loss_cls: 2.0473, loss: 2.0473, grad_norm: 5.3073 2020-07-26 13:28:47,448 - mmaction - INFO - Epoch [19][900/3757] lr: 1.000e-02, eta: 6 days, 8:45:54, time: 1.670, data_time: 0.169, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7297, loss_cls: 2.1964, loss: 2.1964, grad_norm: 5.5266 2020-07-26 13:29:21,638 - mmaction - INFO - Epoch [19][920/3757] lr: 1.000e-02, eta: 6 days, 8:45:11, time: 1.710, data_time: 0.003, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7266, loss_cls: 2.2095, loss: 2.2095, grad_norm: 5.5587 2020-07-26 13:29:56,325 - mmaction - INFO - Epoch [19][940/3757] lr: 1.000e-02, eta: 6 days, 8:44:30, time: 1.725, data_time: 0.006, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7227, loss_cls: 2.2494, loss: 2.2494, grad_norm: 5.7151 2020-07-26 13:30:33,812 - mmaction - INFO - Epoch [19][960/3757] lr: 1.000e-02, eta: 6 days, 8:44:02, time: 1.883, data_time: 0.012, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7469, loss_cls: 2.0786, loss: 2.0786, grad_norm: 5.3503 2020-07-26 13:31:09,129 - mmaction - INFO - Epoch [19][980/3757] lr: 1.000e-02, eta: 6 days, 8:43:24, time: 1.760, data_time: 0.009, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7219, loss_cls: 2.2324, loss: 2.2324, grad_norm: 5.5986 2020-07-26 13:31:44,695 - mmaction - INFO - Epoch [19][1000/3757] lr: 1.000e-02, eta: 6 days, 8:42:47, time: 1.777, data_time: 0.011, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.1509, loss: 2.1509, grad_norm: 5.4693 2020-07-26 13:32:20,704 - mmaction - INFO - Epoch [19][1020/3757] lr: 1.000e-02, eta: 6 days, 8:42:12, time: 1.810, data_time: 0.011, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7445, loss_cls: 2.1338, loss: 2.1338, grad_norm: 5.2844 2020-07-26 13:32:57,814 - mmaction - INFO - Epoch [19][1040/3757] lr: 1.000e-02, eta: 6 days, 8:41:42, time: 1.855, data_time: 0.002, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7445, loss_cls: 2.1583, loss: 2.1583, grad_norm: 5.5606 2020-07-26 13:33:33,174 - mmaction - INFO - Epoch [19][1060/3757] lr: 1.000e-02, eta: 6 days, 8:41:04, time: 1.763, data_time: 0.009, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7195, loss_cls: 2.2456, loss: 2.2456, grad_norm: 5.7471 2020-07-26 13:34:09,594 - mmaction - INFO - Epoch [19][1080/3757] lr: 1.000e-02, eta: 6 days, 8:40:31, time: 1.826, data_time: 0.009, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7680, loss_cls: 2.1031, loss: 2.1031, grad_norm: 5.5253 2020-07-26 13:34:42,466 - mmaction - INFO - Epoch [19][1100/3757] lr: 1.000e-02, eta: 6 days, 8:39:43, time: 1.644, data_time: 0.009, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7422, loss_cls: 2.1165, loss: 2.1165, grad_norm: 5.4399 2020-07-26 13:35:20,992 - mmaction - INFO - Epoch [19][1120/3757] lr: 1.000e-02, eta: 6 days, 8:39:19, time: 1.925, data_time: 0.008, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7367, loss_cls: 2.2055, loss: 2.2055, grad_norm: 5.6858 2020-07-26 13:35:51,484 - mmaction - INFO - Epoch [19][1140/3757] lr: 1.000e-02, eta: 6 days, 8:38:19, time: 1.527, data_time: 0.008, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7438, loss_cls: 2.1702, loss: 2.1702, grad_norm: 5.4096 2020-07-26 13:36:26,995 - mmaction - INFO - Epoch [19][1160/3757] lr: 1.000e-02, eta: 6 days, 8:37:42, time: 1.767, data_time: 0.157, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7391, loss_cls: 2.1345, loss: 2.1345, grad_norm: 5.5207 2020-07-26 13:37:03,990 - mmaction - INFO - Epoch [19][1180/3757] lr: 1.000e-02, eta: 6 days, 8:37:12, time: 1.857, data_time: 0.010, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.2050, loss: 2.2050, grad_norm: 5.4948 2020-07-26 13:37:37,238 - mmaction - INFO - Epoch [19][1200/3757] lr: 1.000e-02, eta: 6 days, 8:36:24, time: 1.660, data_time: 0.008, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7438, loss_cls: 2.1417, loss: 2.1417, grad_norm: 5.5780 2020-07-26 13:38:10,968 - mmaction - INFO - Epoch [19][1220/3757] lr: 1.000e-02, eta: 6 days, 8:35:39, time: 1.685, data_time: 0.007, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.2005, loss: 2.2005, grad_norm: 5.5391 2020-07-26 13:38:42,745 - mmaction - INFO - Epoch [19][1240/3757] lr: 1.000e-02, eta: 6 days, 8:34:46, time: 1.593, data_time: 0.011, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7602, loss_cls: 2.0931, loss: 2.0931, grad_norm: 5.5648 2020-07-26 13:39:20,759 - mmaction - INFO - Epoch [19][1260/3757] lr: 1.000e-02, eta: 6 days, 8:34:20, time: 1.901, data_time: 0.003, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7289, loss_cls: 2.2662, loss: 2.2662, grad_norm: 5.4772 2020-07-26 13:39:58,448 - mmaction - INFO - Epoch [19][1280/3757] lr: 1.000e-02, eta: 6 days, 8:33:52, time: 1.878, data_time: 0.008, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7484, loss_cls: 2.1460, loss: 2.1460, grad_norm: 5.2862 2020-07-26 13:40:31,065 - mmaction - INFO - Epoch [19][1300/3757] lr: 1.000e-02, eta: 6 days, 8:33:02, time: 1.633, data_time: 0.012, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7539, loss_cls: 2.1950, loss: 2.1950, grad_norm: 5.6520 2020-07-26 13:41:05,253 - mmaction - INFO - Epoch [19][1320/3757] lr: 1.000e-02, eta: 6 days, 8:32:19, time: 1.710, data_time: 0.024, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7484, loss_cls: 2.1229, loss: 2.1229, grad_norm: 5.5463 2020-07-26 13:41:39,935 - mmaction - INFO - Epoch [19][1340/3757] lr: 1.000e-02, eta: 6 days, 8:31:38, time: 1.728, data_time: 0.057, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7336, loss_cls: 2.1867, loss: 2.1867, grad_norm: 5.6200 2020-07-26 13:42:16,403 - mmaction - INFO - Epoch [19][1360/3757] lr: 1.000e-02, eta: 6 days, 8:31:06, time: 1.829, data_time: 0.080, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7367, loss_cls: 2.1508, loss: 2.1508, grad_norm: 5.4932 2020-07-26 13:42:50,638 - mmaction - INFO - Epoch [19][1380/3757] lr: 1.000e-02, eta: 6 days, 8:30:22, time: 1.706, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1597, loss: 2.1597, grad_norm: 5.4877 2020-07-26 13:43:26,274 - mmaction - INFO - Epoch [19][1400/3757] lr: 1.000e-02, eta: 6 days, 8:29:46, time: 1.787, data_time: 0.010, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7352, loss_cls: 2.2385, loss: 2.2385, grad_norm: 5.6783 2020-07-26 13:44:02,297 - mmaction - INFO - Epoch [19][1420/3757] lr: 1.000e-02, eta: 6 days, 8:29:12, time: 1.804, data_time: 0.006, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.2690, loss: 2.2690, grad_norm: 5.6389 2020-07-26 13:44:37,696 - mmaction - INFO - Epoch [19][1440/3757] lr: 1.000e-02, eta: 6 days, 8:28:33, time: 1.762, data_time: 0.006, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7289, loss_cls: 2.2756, loss: 2.2756, grad_norm: 5.4684 2020-07-26 13:45:10,870 - mmaction - INFO - Epoch [19][1460/3757] lr: 1.000e-02, eta: 6 days, 8:27:47, time: 1.667, data_time: 0.011, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.2197, loss: 2.2197, grad_norm: 5.5168 2020-07-26 13:45:48,512 - mmaction - INFO - Epoch [19][1480/3757] lr: 1.000e-02, eta: 6 days, 8:27:18, time: 1.875, data_time: 0.002, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7297, loss_cls: 2.2641, loss: 2.2641, grad_norm: 5.7192 2020-07-26 13:46:23,070 - mmaction - INFO - Epoch [19][1500/3757] lr: 1.000e-02, eta: 6 days, 8:26:38, time: 1.735, data_time: 0.009, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7445, loss_cls: 2.1834, loss: 2.1834, grad_norm: 5.4461 2020-07-26 13:47:00,734 - mmaction - INFO - Epoch [19][1520/3757] lr: 1.000e-02, eta: 6 days, 8:26:09, time: 1.874, data_time: 0.007, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7273, loss_cls: 2.2307, loss: 2.2307, grad_norm: 5.5775 2020-07-26 13:47:34,076 - mmaction - INFO - Epoch [19][1540/3757] lr: 1.000e-02, eta: 6 days, 8:25:23, time: 1.676, data_time: 0.011, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7195, loss_cls: 2.3278, loss: 2.3278, grad_norm: 5.7420 2020-07-26 13:48:09,561 - mmaction - INFO - Epoch [19][1560/3757] lr: 1.000e-02, eta: 6 days, 8:24:45, time: 1.766, data_time: 0.010, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7539, loss_cls: 2.2037, loss: 2.2037, grad_norm: 5.5885 2020-07-26 13:48:42,722 - mmaction - INFO - Epoch [19][1580/3757] lr: 1.000e-02, eta: 6 days, 8:23:59, time: 1.665, data_time: 0.010, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7430, loss_cls: 2.1748, loss: 2.1748, grad_norm: 5.5888 2020-07-26 13:49:20,180 - mmaction - INFO - Epoch [19][1600/3757] lr: 1.000e-02, eta: 6 days, 8:23:30, time: 1.870, data_time: 0.051, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7352, loss_cls: 2.1541, loss: 2.1541, grad_norm: 5.5045 2020-07-26 13:49:53,878 - mmaction - INFO - Epoch [19][1620/3757] lr: 1.000e-02, eta: 6 days, 8:22:45, time: 1.688, data_time: 0.802, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7344, loss_cls: 2.1540, loss: 2.1540, grad_norm: 5.5065 2020-07-26 13:50:29,663 - mmaction - INFO - Epoch [19][1640/3757] lr: 1.000e-02, eta: 6 days, 8:22:09, time: 1.786, data_time: 0.388, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7227, loss_cls: 2.3171, loss: 2.3171, grad_norm: 5.6601 2020-07-26 13:51:03,549 - mmaction - INFO - Epoch [19][1660/3757] lr: 1.000e-02, eta: 6 days, 8:21:25, time: 1.695, data_time: 0.347, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.2036, loss: 2.2036, grad_norm: 5.6834 2020-07-26 13:51:37,982 - mmaction - INFO - Epoch [19][1680/3757] lr: 1.000e-02, eta: 6 days, 8:20:42, time: 1.717, data_time: 0.015, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1380, loss: 2.1380, grad_norm: 5.4602 2020-07-26 13:52:12,883 - mmaction - INFO - Epoch [19][1700/3757] lr: 1.000e-02, eta: 6 days, 8:20:03, time: 1.752, data_time: 0.289, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7656, loss_cls: 2.0381, loss: 2.0381, grad_norm: 5.2645 2020-07-26 13:52:49,133 - mmaction - INFO - Epoch [19][1720/3757] lr: 1.000e-02, eta: 6 days, 8:19:29, time: 1.804, data_time: 0.545, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7578, loss_cls: 2.1486, loss: 2.1486, grad_norm: 5.4908 2020-07-26 13:53:25,362 - mmaction - INFO - Epoch [19][1740/3757] lr: 1.000e-02, eta: 6 days, 8:18:55, time: 1.816, data_time: 0.999, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1420, loss: 2.1420, grad_norm: 5.4363 2020-07-26 13:54:01,053 - mmaction - INFO - Epoch [19][1760/3757] lr: 1.000e-02, eta: 6 days, 8:18:19, time: 1.789, data_time: 0.334, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.2429, loss: 2.2429, grad_norm: 5.8174 2020-07-26 13:54:33,698 - mmaction - INFO - Epoch [19][1780/3757] lr: 1.000e-02, eta: 6 days, 8:17:30, time: 1.632, data_time: 0.359, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7258, loss_cls: 2.2135, loss: 2.2135, grad_norm: 5.6874 2020-07-26 13:55:06,601 - mmaction - INFO - Epoch [19][1800/3757] lr: 1.000e-02, eta: 6 days, 8:16:41, time: 1.644, data_time: 0.724, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7508, loss_cls: 2.1407, loss: 2.1407, grad_norm: 5.5553 2020-07-26 13:55:42,600 - mmaction - INFO - Epoch [19][1820/3757] lr: 1.000e-02, eta: 6 days, 8:16:06, time: 1.801, data_time: 1.022, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7398, loss_cls: 2.1647, loss: 2.1647, grad_norm: 5.5628 2020-07-26 13:56:16,251 - mmaction - INFO - Epoch [19][1840/3757] lr: 1.000e-02, eta: 6 days, 8:15:21, time: 1.682, data_time: 0.616, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7250, loss_cls: 2.1861, loss: 2.1861, grad_norm: 5.6578 2020-07-26 13:56:52,668 - mmaction - INFO - Epoch [19][1860/3757] lr: 1.000e-02, eta: 6 days, 8:14:48, time: 1.822, data_time: 0.339, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7328, loss_cls: 2.1856, loss: 2.1856, grad_norm: 5.6425 2020-07-26 13:57:28,438 - mmaction - INFO - Epoch [19][1880/3757] lr: 1.000e-02, eta: 6 days, 8:14:12, time: 1.786, data_time: 0.388, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7258, loss_cls: 2.2325, loss: 2.2325, grad_norm: 5.7369 2020-07-26 13:58:03,052 - mmaction - INFO - Epoch [19][1900/3757] lr: 1.000e-02, eta: 6 days, 8:13:30, time: 1.722, data_time: 0.023, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7227, loss_cls: 2.2281, loss: 2.2281, grad_norm: 5.3962 2020-07-26 13:58:35,941 - mmaction - INFO - Epoch [19][1920/3757] lr: 1.000e-02, eta: 6 days, 8:12:42, time: 1.654, data_time: 0.013, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7469, loss_cls: 2.0940, loss: 2.0940, grad_norm: 5.3396 2020-07-26 13:59:13,611 - mmaction - INFO - Epoch [19][1940/3757] lr: 1.000e-02, eta: 6 days, 8:12:14, time: 1.877, data_time: 0.010, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.1593, loss: 2.1593, grad_norm: 5.4566 2020-07-26 13:59:51,089 - mmaction - INFO - Epoch [19][1960/3757] lr: 1.000e-02, eta: 6 days, 8:11:46, time: 1.879, data_time: 0.010, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7500, loss_cls: 2.1254, loss: 2.1254, grad_norm: 5.4127 2020-07-26 14:00:20,753 - mmaction - INFO - Epoch [19][1980/3757] lr: 1.000e-02, eta: 6 days, 8:10:42, time: 1.474, data_time: 0.093, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7359, loss_cls: 2.2249, loss: 2.2249, grad_norm: 5.5978 2020-07-26 14:00:57,843 - mmaction - INFO - Epoch [19][2000/3757] lr: 1.000e-02, eta: 6 days, 8:10:13, time: 1.856, data_time: 0.046, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7148, loss_cls: 2.2938, loss: 2.2938, grad_norm: 5.7209 2020-07-26 14:01:32,318 - mmaction - INFO - Epoch [19][2020/3757] lr: 1.000e-02, eta: 6 days, 8:09:31, time: 1.729, data_time: 0.268, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7266, loss_cls: 2.2613, loss: 2.2613, grad_norm: 5.6113 2020-07-26 14:02:07,033 - mmaction - INFO - Epoch [19][2040/3757] lr: 1.000e-02, eta: 6 days, 8:08:51, time: 1.739, data_time: 0.009, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7461, loss_cls: 2.1363, loss: 2.1363, grad_norm: 5.5091 2020-07-26 14:02:42,739 - mmaction - INFO - Epoch [19][2060/3757] lr: 1.000e-02, eta: 6 days, 8:08:15, time: 1.781, data_time: 0.008, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7484, loss_cls: 2.1650, loss: 2.1650, grad_norm: 5.5371 2020-07-26 14:03:18,681 - mmaction - INFO - Epoch [19][2080/3757] lr: 1.000e-02, eta: 6 days, 8:07:39, time: 1.792, data_time: 0.009, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7492, loss_cls: 2.1587, loss: 2.1587, grad_norm: 5.5821 2020-07-26 14:03:54,393 - mmaction - INFO - Epoch [19][2100/3757] lr: 1.000e-02, eta: 6 days, 8:07:04, time: 1.795, data_time: 0.013, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7336, loss_cls: 2.2302, loss: 2.2302, grad_norm: 5.6081 2020-07-26 14:04:30,194 - mmaction - INFO - Epoch [19][2120/3757] lr: 1.000e-02, eta: 6 days, 8:06:28, time: 1.791, data_time: 0.003, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7414, loss_cls: 2.1570, loss: 2.1570, grad_norm: 5.4930 2020-07-26 14:05:02,698 - mmaction - INFO - Epoch [19][2140/3757] lr: 1.000e-02, eta: 6 days, 8:05:38, time: 1.625, data_time: 0.010, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7297, loss_cls: 2.1966, loss: 2.1966, grad_norm: 5.4308 2020-07-26 14:05:40,771 - mmaction - INFO - Epoch [19][2160/3757] lr: 1.000e-02, eta: 6 days, 8:05:12, time: 1.904, data_time: 0.003, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7484, loss_cls: 2.1060, loss: 2.1060, grad_norm: 5.3918 2020-07-26 14:06:16,470 - mmaction - INFO - Epoch [19][2180/3757] lr: 1.000e-02, eta: 6 days, 8:04:36, time: 1.782, data_time: 0.007, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7391, loss_cls: 2.1592, loss: 2.1592, grad_norm: 5.4879 2020-07-26 14:06:49,753 - mmaction - INFO - Epoch [19][2200/3757] lr: 1.000e-02, eta: 6 days, 8:03:49, time: 1.666, data_time: 0.010, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7258, loss_cls: 2.2561, loss: 2.2561, grad_norm: 5.5760 2020-07-26 14:07:24,762 - mmaction - INFO - Epoch [19][2220/3757] lr: 1.000e-02, eta: 6 days, 8:03:10, time: 1.750, data_time: 0.008, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7445, loss_cls: 2.1479, loss: 2.1479, grad_norm: 5.5456 2020-07-26 14:08:00,369 - mmaction - INFO - Epoch [19][2240/3757] lr: 1.000e-02, eta: 6 days, 8:02:32, time: 1.774, data_time: 0.009, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7523, loss_cls: 2.1264, loss: 2.1264, grad_norm: 5.5329 2020-07-26 14:08:35,149 - mmaction - INFO - Epoch [19][2260/3757] lr: 1.000e-02, eta: 6 days, 8:01:52, time: 1.737, data_time: 0.169, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7172, loss_cls: 2.2359, loss: 2.2359, grad_norm: 5.5687 2020-07-26 14:09:08,605 - mmaction - INFO - Epoch [19][2280/3757] lr: 1.000e-02, eta: 6 days, 8:01:07, time: 1.681, data_time: 0.011, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7406, loss_cls: 2.2127, loss: 2.2127, grad_norm: 5.5896 2020-07-26 14:09:45,422 - mmaction - INFO - Epoch [19][2300/3757] lr: 1.000e-02, eta: 6 days, 8:00:35, time: 1.838, data_time: 0.007, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7477, loss_cls: 2.1694, loss: 2.1694, grad_norm: 5.4525 2020-07-26 14:10:20,823 - mmaction - INFO - Epoch [19][2320/3757] lr: 1.000e-02, eta: 6 days, 7:59:58, time: 1.769, data_time: 0.006, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7141, loss_cls: 2.3439, loss: 2.3439, grad_norm: 5.4830 2020-07-26 14:10:54,704 - mmaction - INFO - Epoch [19][2340/3757] lr: 1.000e-02, eta: 6 days, 7:59:13, time: 1.695, data_time: 0.007, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7188, loss_cls: 2.2649, loss: 2.2649, grad_norm: 5.4848 2020-07-26 14:11:29,394 - mmaction - INFO - Epoch [19][2360/3757] lr: 1.000e-02, eta: 6 days, 7:58:33, time: 1.737, data_time: 0.021, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7367, loss_cls: 2.1600, loss: 2.1600, grad_norm: 5.4885 2020-07-26 14:12:03,432 - mmaction - INFO - Epoch [19][2380/3757] lr: 1.000e-02, eta: 6 days, 7:57:49, time: 1.700, data_time: 0.010, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7414, loss_cls: 2.1625, loss: 2.1625, grad_norm: 5.5571 2020-07-26 14:12:38,405 - mmaction - INFO - Epoch [19][2400/3757] lr: 1.000e-02, eta: 6 days, 7:57:10, time: 1.751, data_time: 0.013, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7391, loss_cls: 2.1518, loss: 2.1518, grad_norm: 5.4982 2020-07-26 14:13:13,840 - mmaction - INFO - Epoch [19][2420/3757] lr: 1.000e-02, eta: 6 days, 7:56:33, time: 1.772, data_time: 0.037, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7352, loss_cls: 2.2224, loss: 2.2224, grad_norm: 5.5272 2020-07-26 14:13:53,667 - mmaction - INFO - Epoch [19][2440/3757] lr: 1.000e-02, eta: 6 days, 7:56:15, time: 1.990, data_time: 0.021, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7273, loss_cls: 2.2767, loss: 2.2767, grad_norm: 5.6123 2020-07-26 14:14:26,426 - mmaction - INFO - Epoch [19][2460/3757] lr: 1.000e-02, eta: 6 days, 7:55:26, time: 1.635, data_time: 0.003, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7391, loss_cls: 2.1658, loss: 2.1658, grad_norm: 5.4549 2020-07-26 14:14:56,894 - mmaction - INFO - Epoch [19][2480/3757] lr: 1.000e-02, eta: 6 days, 7:54:27, time: 1.526, data_time: 0.011, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7516, loss_cls: 2.1626, loss: 2.1626, grad_norm: 5.6550 2020-07-26 14:15:34,330 - mmaction - INFO - Epoch [19][2500/3757] lr: 1.000e-02, eta: 6 days, 7:53:58, time: 1.868, data_time: 0.009, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7367, loss_cls: 2.1833, loss: 2.1833, grad_norm: 5.5784 2020-07-26 14:16:09,507 - mmaction - INFO - Epoch [19][2520/3757] lr: 1.000e-02, eta: 6 days, 7:53:20, time: 1.764, data_time: 0.107, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7102, loss_cls: 2.2907, loss: 2.2907, grad_norm: 5.5481 2020-07-26 14:16:45,378 - mmaction - INFO - Epoch [19][2540/3757] lr: 1.000e-02, eta: 6 days, 7:52:44, time: 1.790, data_time: 0.549, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.1781, loss: 2.1781, grad_norm: 5.5972 2020-07-26 14:17:17,399 - mmaction - INFO - Epoch [19][2560/3757] lr: 1.000e-02, eta: 6 days, 7:51:52, time: 1.604, data_time: 0.586, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7234, loss_cls: 2.2876, loss: 2.2876, grad_norm: 5.6774 2020-07-26 14:17:52,261 - mmaction - INFO - Epoch [19][2580/3757] lr: 1.000e-02, eta: 6 days, 7:51:12, time: 1.739, data_time: 1.052, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7469, loss_cls: 2.1357, loss: 2.1357, grad_norm: 5.4887 2020-07-26 14:18:28,714 - mmaction - INFO - Epoch [19][2600/3757] lr: 1.000e-02, eta: 6 days, 7:50:39, time: 1.826, data_time: 0.541, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7359, loss_cls: 2.2524, loss: 2.2524, grad_norm: 5.7013 2020-07-26 14:19:03,752 - mmaction - INFO - Epoch [19][2620/3757] lr: 1.000e-02, eta: 6 days, 7:50:00, time: 1.745, data_time: 0.013, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7453, loss_cls: 2.1573, loss: 2.1573, grad_norm: 5.5297 2020-07-26 14:19:41,145 - mmaction - INFO - Epoch [19][2640/3757] lr: 1.000e-02, eta: 6 days, 7:49:31, time: 1.875, data_time: 0.020, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7391, loss_cls: 2.1894, loss: 2.1894, grad_norm: 5.5908 2020-07-26 14:20:15,676 - mmaction - INFO - Epoch [19][2660/3757] lr: 1.000e-02, eta: 6 days, 7:48:50, time: 1.728, data_time: 0.009, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7352, loss_cls: 2.1604, loss: 2.1604, grad_norm: 5.5201 2020-07-26 14:20:49,435 - mmaction - INFO - Epoch [19][2680/3757] lr: 1.000e-02, eta: 6 days, 7:48:05, time: 1.687, data_time: 0.002, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7469, loss_cls: 2.1266, loss: 2.1266, grad_norm: 5.4943 2020-07-26 14:21:23,771 - mmaction - INFO - Epoch [19][2700/3757] lr: 1.000e-02, eta: 6 days, 7:47:23, time: 1.717, data_time: 0.174, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7352, loss_cls: 2.1858, loss: 2.1858, grad_norm: 5.5401 2020-07-26 14:22:00,543 - mmaction - INFO - Epoch [19][2720/3757] lr: 1.000e-02, eta: 6 days, 7:46:51, time: 1.831, data_time: 0.009, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7469, loss_cls: 2.2269, loss: 2.2269, grad_norm: 5.5992 2020-07-26 14:22:38,445 - mmaction - INFO - Epoch [19][2740/3757] lr: 1.000e-02, eta: 6 days, 7:46:25, time: 1.898, data_time: 0.017, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.1723, loss: 2.1723, grad_norm: 5.6007 2020-07-26 14:23:12,756 - mmaction - INFO - Epoch [19][2760/3757] lr: 1.000e-02, eta: 6 days, 7:45:43, time: 1.720, data_time: 0.008, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7430, loss_cls: 2.1905, loss: 2.1905, grad_norm: 5.5918 2020-07-26 14:23:45,671 - mmaction - INFO - Epoch [19][2780/3757] lr: 1.000e-02, eta: 6 days, 7:44:55, time: 1.646, data_time: 0.004, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2541, loss: 2.2541, grad_norm: 5.6354 2020-07-26 14:24:22,587 - mmaction - INFO - Epoch [19][2800/3757] lr: 1.000e-02, eta: 6 days, 7:44:24, time: 1.842, data_time: 0.017, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7453, loss_cls: 2.1126, loss: 2.1126, grad_norm: 5.6155 2020-07-26 14:24:55,419 - mmaction - INFO - Epoch [19][2820/3757] lr: 1.000e-02, eta: 6 days, 7:43:35, time: 1.644, data_time: 0.010, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7312, loss_cls: 2.2479, loss: 2.2479, grad_norm: 5.6712 2020-07-26 14:25:28,988 - mmaction - INFO - Epoch [19][2840/3757] lr: 1.000e-02, eta: 6 days, 7:42:50, time: 1.680, data_time: 0.018, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7211, loss_cls: 2.2621, loss: 2.2621, grad_norm: 5.6070 2020-07-26 14:26:04,440 - mmaction - INFO - Epoch [19][2860/3757] lr: 1.000e-02, eta: 6 days, 7:42:12, time: 1.767, data_time: 0.162, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7219, loss_cls: 2.2251, loss: 2.2251, grad_norm: 5.4890 2020-07-26 14:26:39,134 - mmaction - INFO - Epoch [19][2880/3757] lr: 1.000e-02, eta: 6 days, 7:41:32, time: 1.740, data_time: 0.190, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7289, loss_cls: 2.2000, loss: 2.2000, grad_norm: 5.4127 2020-07-26 14:27:13,233 - mmaction - INFO - Epoch [19][2900/3757] lr: 1.000e-02, eta: 6 days, 7:40:48, time: 1.696, data_time: 0.007, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7367, loss_cls: 2.2167, loss: 2.2167, grad_norm: 5.5666 2020-07-26 14:27:50,037 - mmaction - INFO - Epoch [19][2920/3757] lr: 1.000e-02, eta: 6 days, 7:40:17, time: 1.844, data_time: 0.114, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7094, loss_cls: 2.2804, loss: 2.2804, grad_norm: 5.4382 2020-07-26 14:28:25,288 - mmaction - INFO - Epoch [19][2940/3757] lr: 1.000e-02, eta: 6 days, 7:39:39, time: 1.759, data_time: 0.147, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7289, loss_cls: 2.2216, loss: 2.2216, grad_norm: 5.5187 2020-07-26 14:28:59,221 - mmaction - INFO - Epoch [19][2960/3757] lr: 1.000e-02, eta: 6 days, 7:38:56, time: 1.705, data_time: 0.116, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7492, loss_cls: 2.1060, loss: 2.1060, grad_norm: 5.4284 2020-07-26 14:29:35,567 - mmaction - INFO - Epoch [19][2980/3757] lr: 1.000e-02, eta: 6 days, 7:38:22, time: 1.811, data_time: 0.735, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7188, loss_cls: 2.2622, loss: 2.2622, grad_norm: 5.5663 2020-07-26 14:30:11,337 - mmaction - INFO - Epoch [19][3000/3757] lr: 1.000e-02, eta: 6 days, 7:37:47, time: 1.794, data_time: 0.701, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7328, loss_cls: 2.1979, loss: 2.1979, grad_norm: 5.5644 2020-07-26 14:30:48,172 - mmaction - INFO - Epoch [19][3020/3757] lr: 1.000e-02, eta: 6 days, 7:37:15, time: 1.841, data_time: 0.256, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7297, loss_cls: 2.2264, loss: 2.2264, grad_norm: 5.7571 2020-07-26 14:31:24,309 - mmaction - INFO - Epoch [19][3040/3757] lr: 1.000e-02, eta: 6 days, 7:36:41, time: 1.803, data_time: 0.007, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7312, loss_cls: 2.2884, loss: 2.2884, grad_norm: 5.6895 2020-07-26 14:31:57,069 - mmaction - INFO - Epoch [19][3060/3757] lr: 1.000e-02, eta: 6 days, 7:35:52, time: 1.643, data_time: 0.010, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7203, loss_cls: 2.2573, loss: 2.2573, grad_norm: 5.6230 2020-07-26 14:32:31,835 - mmaction - INFO - Epoch [19][3080/3757] lr: 1.000e-02, eta: 6 days, 7:35:12, time: 1.738, data_time: 0.008, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7359, loss_cls: 2.2392, loss: 2.2392, grad_norm: 5.5396 2020-07-26 14:33:05,498 - mmaction - INFO - Epoch [19][3100/3757] lr: 1.000e-02, eta: 6 days, 7:34:27, time: 1.682, data_time: 0.010, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7297, loss_cls: 2.2288, loss: 2.2288, grad_norm: 5.4320 2020-07-26 14:33:43,837 - mmaction - INFO - Epoch [19][3120/3757] lr: 1.000e-02, eta: 6 days, 7:34:02, time: 1.917, data_time: 0.076, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7320, loss_cls: 2.2253, loss: 2.2253, grad_norm: 5.5169 2020-07-26 14:34:14,989 - mmaction - INFO - Epoch [19][3140/3757] lr: 1.000e-02, eta: 6 days, 7:33:06, time: 1.552, data_time: 0.203, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7289, loss_cls: 2.2212, loss: 2.2212, grad_norm: 5.5550 2020-07-26 14:34:51,052 - mmaction - INFO - Epoch [19][3160/3757] lr: 1.000e-02, eta: 6 days, 7:32:32, time: 1.810, data_time: 0.705, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.2152, loss: 2.2152, grad_norm: 5.5503 2020-07-26 14:35:26,408 - mmaction - INFO - Epoch [19][3180/3757] lr: 1.000e-02, eta: 6 days, 7:31:54, time: 1.763, data_time: 0.254, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7688, loss_cls: 2.0527, loss: 2.0527, grad_norm: 5.3376 2020-07-26 14:35:59,924 - mmaction - INFO - Epoch [19][3200/3757] lr: 1.000e-02, eta: 6 days, 7:31:09, time: 1.680, data_time: 0.008, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.2417, loss: 2.2417, grad_norm: 5.4514 2020-07-26 14:36:36,133 - mmaction - INFO - Epoch [19][3220/3757] lr: 1.000e-02, eta: 6 days, 7:30:35, time: 1.809, data_time: 0.009, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7484, loss_cls: 2.0952, loss: 2.0952, grad_norm: 5.6117 2020-07-26 14:37:09,880 - mmaction - INFO - Epoch [19][3240/3757] lr: 1.000e-02, eta: 6 days, 7:29:50, time: 1.690, data_time: 0.004, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7312, loss_cls: 2.2166, loss: 2.2166, grad_norm: 5.5005 2020-07-26 14:37:46,910 - mmaction - INFO - Epoch [19][3260/3757] lr: 1.000e-02, eta: 6 days, 7:29:19, time: 1.843, data_time: 0.008, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7305, loss_cls: 2.2509, loss: 2.2509, grad_norm: 5.4890 2020-07-26 14:38:18,980 - mmaction - INFO - Epoch [19][3280/3757] lr: 1.000e-02, eta: 6 days, 7:28:28, time: 1.612, data_time: 0.011, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7250, loss_cls: 2.2964, loss: 2.2964, grad_norm: 5.5680 2020-07-26 14:38:54,008 - mmaction - INFO - Epoch [19][3300/3757] lr: 1.000e-02, eta: 6 days, 7:27:49, time: 1.748, data_time: 0.007, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7523, loss_cls: 2.1282, loss: 2.1282, grad_norm: 5.4757 2020-07-26 14:39:28,394 - mmaction - INFO - Epoch [19][3320/3757] lr: 1.000e-02, eta: 6 days, 7:27:07, time: 1.722, data_time: 0.008, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7625, loss_cls: 2.0398, loss: 2.0398, grad_norm: 5.3796 2020-07-26 14:40:09,646 - mmaction - INFO - Epoch [19][3340/3757] lr: 1.000e-02, eta: 6 days, 7:26:55, time: 2.061, data_time: 0.008, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7453, loss_cls: 2.1585, loss: 2.1585, grad_norm: 5.4108 2020-07-26 14:40:40,595 - mmaction - INFO - Epoch [19][3360/3757] lr: 1.000e-02, eta: 6 days, 7:25:59, time: 1.548, data_time: 0.003, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7422, loss_cls: 2.1678, loss: 2.1678, grad_norm: 5.5754 2020-07-26 14:41:18,400 - mmaction - INFO - Epoch [19][3380/3757] lr: 1.000e-02, eta: 6 days, 7:25:31, time: 1.884, data_time: 0.009, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7328, loss_cls: 2.2685, loss: 2.2685, grad_norm: 5.6942 2020-07-26 14:41:51,297 - mmaction - INFO - Epoch [19][3400/3757] lr: 1.000e-02, eta: 6 days, 7:24:43, time: 1.650, data_time: 0.009, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7266, loss_cls: 2.2146, loss: 2.2146, grad_norm: 5.5849 2020-07-26 14:42:28,063 - mmaction - INFO - Epoch [19][3420/3757] lr: 1.000e-02, eta: 6 days, 7:24:11, time: 1.834, data_time: 0.010, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.1825, loss: 2.1825, grad_norm: 5.6829 2020-07-26 14:43:04,697 - mmaction - INFO - Epoch [19][3440/3757] lr: 1.000e-02, eta: 6 days, 7:23:39, time: 1.836, data_time: 0.010, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7492, loss_cls: 2.1946, loss: 2.1946, grad_norm: 5.4617 2020-07-26 14:43:40,378 - mmaction - INFO - Epoch [19][3460/3757] lr: 1.000e-02, eta: 6 days, 7:23:03, time: 1.785, data_time: 0.004, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7523, loss_cls: 2.1491, loss: 2.1491, grad_norm: 5.5942 2020-07-26 14:44:13,501 - mmaction - INFO - Epoch [19][3480/3757] lr: 1.000e-02, eta: 6 days, 7:22:15, time: 1.648, data_time: 0.060, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7016, loss_cls: 2.3083, loss: 2.3083, grad_norm: 5.5902 2020-07-26 14:44:46,922 - mmaction - INFO - Epoch [19][3500/3757] lr: 1.000e-02, eta: 6 days, 7:21:30, time: 1.680, data_time: 0.011, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7445, loss_cls: 2.1324, loss: 2.1324, grad_norm: 5.5479 2020-07-26 14:45:22,750 - mmaction - INFO - Epoch [19][3520/3757] lr: 1.000e-02, eta: 6 days, 7:20:55, time: 1.790, data_time: 0.008, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.1852, loss: 2.1852, grad_norm: 5.5384 2020-07-26 14:45:57,883 - mmaction - INFO - Epoch [19][3540/3757] lr: 1.000e-02, eta: 6 days, 7:20:16, time: 1.758, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7258, loss_cls: 2.2078, loss: 2.2078, grad_norm: 5.5370 2020-07-26 14:46:34,027 - mmaction - INFO - Epoch [19][3560/3757] lr: 1.000e-02, eta: 6 days, 7:19:42, time: 1.803, data_time: 0.007, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7359, loss_cls: 2.2132, loss: 2.2132, grad_norm: 5.4768 2020-07-26 14:47:09,923 - mmaction - INFO - Epoch [19][3580/3757] lr: 1.000e-02, eta: 6 days, 7:19:06, time: 1.797, data_time: 0.006, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7328, loss_cls: 2.2121, loss: 2.2121, grad_norm: 5.4896 2020-07-26 14:47:43,416 - mmaction - INFO - Epoch [19][3600/3757] lr: 1.000e-02, eta: 6 days, 7:18:21, time: 1.673, data_time: 0.007, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7297, loss_cls: 2.2344, loss: 2.2344, grad_norm: 5.7071 2020-07-26 14:48:19,339 - mmaction - INFO - Epoch [19][3620/3757] lr: 1.000e-02, eta: 6 days, 7:17:46, time: 1.800, data_time: 0.009, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7164, loss_cls: 2.2686, loss: 2.2686, grad_norm: 5.6409 2020-07-26 14:48:55,718 - mmaction - INFO - Epoch [19][3640/3757] lr: 1.000e-02, eta: 6 days, 7:17:12, time: 1.816, data_time: 0.008, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7391, loss_cls: 2.1687, loss: 2.1687, grad_norm: 5.5573 2020-07-26 14:49:31,378 - mmaction - INFO - Epoch [19][3660/3757] lr: 1.000e-02, eta: 6 days, 7:16:36, time: 1.784, data_time: 0.010, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7258, loss_cls: 2.2395, loss: 2.2395, grad_norm: 5.7069 2020-07-26 14:50:06,070 - mmaction - INFO - Epoch [19][3680/3757] lr: 1.000e-02, eta: 6 days, 7:15:56, time: 1.736, data_time: 0.012, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.1952, loss: 2.1952, grad_norm: 5.5303 2020-07-26 14:50:37,974 - mmaction - INFO - Epoch [19][3700/3757] lr: 1.000e-02, eta: 6 days, 7:15:04, time: 1.596, data_time: 0.003, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7164, loss_cls: 2.2656, loss: 2.2656, grad_norm: 5.3453 2020-07-26 14:51:13,571 - mmaction - INFO - Epoch [19][3720/3757] lr: 1.000e-02, eta: 6 days, 7:14:27, time: 1.779, data_time: 0.008, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7547, loss_cls: 2.0909, loss: 2.0909, grad_norm: 5.4763 2020-07-26 14:51:50,728 - mmaction - INFO - Epoch [19][3740/3757] lr: 1.000e-02, eta: 6 days, 7:13:57, time: 1.852, data_time: 0.008, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7258, loss_cls: 2.1935, loss: 2.1935, grad_norm: 5.4537 2020-07-26 14:52:15,807 - mmaction - INFO - Saving checkpoint at 19 epochs 2020-07-26 14:53:06,784 - mmaction - INFO - Epoch [20][20/3757] lr: 1.000e-02, eta: 6 days, 7:11:37, time: 2.452, data_time: 0.966, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7328, loss_cls: 2.2579, loss: 2.2579, grad_norm: 5.6340 2020-07-26 14:53:42,608 - mmaction - INFO - Epoch [20][40/3757] lr: 1.000e-02, eta: 6 days, 7:11:02, time: 1.791, data_time: 0.004, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7445, loss_cls: 2.1358, loss: 2.1358, grad_norm: 5.4998 2020-07-26 14:54:18,565 - mmaction - INFO - Epoch [20][60/3757] lr: 1.000e-02, eta: 6 days, 7:10:26, time: 1.792, data_time: 0.016, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7086, loss_cls: 2.2715, loss: 2.2715, grad_norm: 5.6376 2020-07-26 14:54:53,467 - mmaction - INFO - Epoch [20][80/3757] lr: 1.000e-02, eta: 6 days, 7:09:47, time: 1.753, data_time: 0.011, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7578, loss_cls: 2.0748, loss: 2.0748, grad_norm: 5.4573 2020-07-26 14:55:28,466 - mmaction - INFO - Epoch [20][100/3757] lr: 1.000e-02, eta: 6 days, 7:09:08, time: 1.742, data_time: 0.007, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7508, loss_cls: 2.1064, loss: 2.1064, grad_norm: 5.5122 2020-07-26 14:56:04,101 - mmaction - INFO - Epoch [20][120/3757] lr: 1.000e-02, eta: 6 days, 7:08:32, time: 1.785, data_time: 0.011, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7430, loss_cls: 2.1917, loss: 2.1917, grad_norm: 5.7816 2020-07-26 14:56:36,507 - mmaction - INFO - Epoch [20][140/3757] lr: 1.000e-02, eta: 6 days, 7:07:41, time: 1.614, data_time: 0.006, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7039, loss_cls: 2.3134, loss: 2.3134, grad_norm: 5.6423 2020-07-26 14:57:10,888 - mmaction - INFO - Epoch [20][160/3757] lr: 1.000e-02, eta: 6 days, 7:07:00, time: 1.722, data_time: 0.012, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7508, loss_cls: 2.1565, loss: 2.1565, grad_norm: 5.3822 2020-07-26 14:57:45,523 - mmaction - INFO - Epoch [20][180/3757] lr: 1.000e-02, eta: 6 days, 7:06:19, time: 1.738, data_time: 0.285, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7461, loss_cls: 2.0936, loss: 2.0936, grad_norm: 5.3413 2020-07-26 14:58:19,706 - mmaction - INFO - Epoch [20][200/3757] lr: 1.000e-02, eta: 6 days, 7:05:37, time: 1.708, data_time: 0.640, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1866, loss: 2.1866, grad_norm: 5.5631 2020-07-26 14:58:57,934 - mmaction - INFO - Epoch [20][220/3757] lr: 1.000e-02, eta: 6 days, 7:05:11, time: 1.911, data_time: 0.760, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7297, loss_cls: 2.2142, loss: 2.2142, grad_norm: 5.5414 2020-07-26 14:59:32,296 - mmaction - INFO - Epoch [20][240/3757] lr: 1.000e-02, eta: 6 days, 7:04:29, time: 1.711, data_time: 0.009, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.3132, loss: 2.3132, grad_norm: 5.7703 2020-07-26 15:00:13,016 - mmaction - INFO - Epoch [20][260/3757] lr: 1.000e-02, eta: 6 days, 7:04:15, time: 2.038, data_time: 0.011, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7336, loss_cls: 2.1780, loss: 2.1780, grad_norm: 5.7094 2020-07-26 15:00:40,661 - mmaction - INFO - Epoch [20][280/3757] lr: 1.000e-02, eta: 6 days, 7:03:05, time: 1.389, data_time: 0.210, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7242, loss_cls: 2.2417, loss: 2.2417, grad_norm: 5.5871 2020-07-26 15:01:17,195 - mmaction - INFO - Epoch [20][300/3757] lr: 1.000e-02, eta: 6 days, 7:02:32, time: 1.827, data_time: 0.777, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7406, loss_cls: 2.1623, loss: 2.1623, grad_norm: 5.5060 2020-07-26 15:01:53,538 - mmaction - INFO - Epoch [20][320/3757] lr: 1.000e-02, eta: 6 days, 7:01:59, time: 1.816, data_time: 0.579, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.1843, loss: 2.1843, grad_norm: 5.4132 2020-07-26 15:02:27,699 - mmaction - INFO - Epoch [20][340/3757] lr: 1.000e-02, eta: 6 days, 7:01:16, time: 1.710, data_time: 0.056, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.1301, loss: 2.1301, grad_norm: 5.4717 2020-07-26 15:03:05,787 - mmaction - INFO - Epoch [20][360/3757] lr: 1.000e-02, eta: 6 days, 7:00:50, time: 1.894, data_time: 0.003, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7242, loss_cls: 2.2245, loss: 2.2245, grad_norm: 5.6386 2020-07-26 15:03:39,914 - mmaction - INFO - Epoch [20][380/3757] lr: 1.000e-02, eta: 6 days, 7:00:08, time: 1.716, data_time: 0.013, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7383, loss_cls: 2.1351, loss: 2.1351, grad_norm: 5.4301 2020-07-26 15:04:19,137 - mmaction - INFO - Epoch [20][400/3757] lr: 1.000e-02, eta: 6 days, 6:59:46, time: 1.955, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7289, loss_cls: 2.1826, loss: 2.1826, grad_norm: 5.4073 2020-07-26 15:04:48,287 - mmaction - INFO - Epoch [20][420/3757] lr: 1.000e-02, eta: 6 days, 6:58:43, time: 1.463, data_time: 0.009, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7328, loss_cls: 2.2436, loss: 2.2436, grad_norm: 5.5827 2020-07-26 15:05:25,300 - mmaction - INFO - Epoch [20][440/3757] lr: 1.000e-02, eta: 6 days, 6:58:12, time: 1.844, data_time: 0.008, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7508, loss_cls: 2.1550, loss: 2.1550, grad_norm: 5.5160 2020-07-26 15:05:58,083 - mmaction - INFO - Epoch [20][460/3757] lr: 1.000e-02, eta: 6 days, 6:57:24, time: 1.645, data_time: 0.010, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7344, loss_cls: 2.1479, loss: 2.1479, grad_norm: 5.4949 2020-07-26 15:06:34,347 - mmaction - INFO - Epoch [20][480/3757] lr: 1.000e-02, eta: 6 days, 6:56:50, time: 1.813, data_time: 0.009, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7430, loss_cls: 2.1794, loss: 2.1794, grad_norm: 5.6808 2020-07-26 15:07:07,622 - mmaction - INFO - Epoch [20][500/3757] lr: 1.000e-02, eta: 6 days, 6:56:04, time: 1.665, data_time: 0.004, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.2152, loss: 2.2152, grad_norm: 5.5948 2020-07-26 15:07:41,745 - mmaction - INFO - Epoch [20][520/3757] lr: 1.000e-02, eta: 6 days, 6:55:21, time: 1.703, data_time: 0.008, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7359, loss_cls: 2.1547, loss: 2.1547, grad_norm: 5.3719 2020-07-26 15:08:16,387 - mmaction - INFO - Epoch [20][540/3757] lr: 1.000e-02, eta: 6 days, 6:54:41, time: 1.735, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7609, loss_cls: 2.0908, loss: 2.0908, grad_norm: 5.5004 2020-07-26 15:08:52,822 - mmaction - INFO - Epoch [20][560/3757] lr: 1.000e-02, eta: 6 days, 6:54:07, time: 1.815, data_time: 0.007, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.1331, loss: 2.1331, grad_norm: 5.5765 2020-07-26 15:09:28,627 - mmaction - INFO - Epoch [20][580/3757] lr: 1.000e-02, eta: 6 days, 6:53:32, time: 1.796, data_time: 0.009, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7078, loss_cls: 2.3337, loss: 2.3337, grad_norm: 5.6423 2020-07-26 15:10:03,027 - mmaction - INFO - Epoch [20][600/3757] lr: 1.000e-02, eta: 6 days, 6:52:50, time: 1.713, data_time: 0.009, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7430, loss_cls: 2.1531, loss: 2.1531, grad_norm: 5.4890 2020-07-26 15:10:37,246 - mmaction - INFO - Epoch [20][620/3757] lr: 1.000e-02, eta: 6 days, 6:52:08, time: 1.719, data_time: 0.011, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7352, loss_cls: 2.2208, loss: 2.2208, grad_norm: 5.6359 2020-07-26 15:11:10,904 - mmaction - INFO - Epoch [20][640/3757] lr: 1.000e-02, eta: 6 days, 6:51:23, time: 1.683, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7352, loss_cls: 2.1608, loss: 2.1608, grad_norm: 5.5720 2020-07-26 15:11:45,772 - mmaction - INFO - Epoch [20][660/3757] lr: 1.000e-02, eta: 6 days, 6:50:44, time: 1.743, data_time: 0.014, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7508, loss_cls: 2.1336, loss: 2.1336, grad_norm: 5.5977 2020-07-26 15:12:23,078 - mmaction - INFO - Epoch [20][680/3757] lr: 1.000e-02, eta: 6 days, 6:50:14, time: 1.861, data_time: 0.028, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7383, loss_cls: 2.2591, loss: 2.2591, grad_norm: 5.7485 2020-07-26 15:12:57,589 - mmaction - INFO - Epoch [20][700/3757] lr: 1.000e-02, eta: 6 days, 6:49:33, time: 1.728, data_time: 0.010, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7438, loss_cls: 2.1628, loss: 2.1628, grad_norm: 5.6787 2020-07-26 15:13:29,843 - mmaction - INFO - Epoch [20][720/3757] lr: 1.000e-02, eta: 6 days, 6:48:43, time: 1.614, data_time: 0.029, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7406, loss_cls: 2.1565, loss: 2.1565, grad_norm: 5.3974 2020-07-26 15:14:07,621 - mmaction - INFO - Epoch [20][740/3757] lr: 1.000e-02, eta: 6 days, 6:48:16, time: 1.889, data_time: 0.009, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7234, loss_cls: 2.2572, loss: 2.2572, grad_norm: 5.6835 2020-07-26 15:14:44,163 - mmaction - INFO - Epoch [20][760/3757] lr: 1.000e-02, eta: 6 days, 6:47:43, time: 1.827, data_time: 0.213, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7180, loss_cls: 2.2638, loss: 2.2638, grad_norm: 5.5979 2020-07-26 15:15:17,817 - mmaction - INFO - Epoch [20][780/3757] lr: 1.000e-02, eta: 6 days, 6:46:58, time: 1.672, data_time: 0.008, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7148, loss_cls: 2.2812, loss: 2.2812, grad_norm: 5.5091 2020-07-26 15:15:56,002 - mmaction - INFO - Epoch [20][800/3757] lr: 1.000e-02, eta: 6 days, 6:46:33, time: 1.918, data_time: 0.020, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7414, loss_cls: 2.1217, loss: 2.1217, grad_norm: 5.4678 2020-07-26 15:16:32,407 - mmaction - INFO - Epoch [20][820/3757] lr: 1.000e-02, eta: 6 days, 6:45:59, time: 1.814, data_time: 0.010, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.1136, loss: 2.1136, grad_norm: 5.6087 2020-07-26 15:17:04,343 - mmaction - INFO - Epoch [20][840/3757] lr: 1.000e-02, eta: 6 days, 6:45:08, time: 1.603, data_time: 0.010, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7484, loss_cls: 2.1135, loss: 2.1135, grad_norm: 5.6130 2020-07-26 15:17:37,410 - mmaction - INFO - Epoch [20][860/3757] lr: 1.000e-02, eta: 6 days, 6:44:20, time: 1.648, data_time: 0.010, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7508, loss_cls: 2.1291, loss: 2.1291, grad_norm: 5.4659 2020-07-26 15:18:12,033 - mmaction - INFO - Epoch [20][880/3757] lr: 1.000e-02, eta: 6 days, 6:43:40, time: 1.737, data_time: 0.848, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7367, loss_cls: 2.2047, loss: 2.2047, grad_norm: 5.7667 2020-07-26 15:18:49,905 - mmaction - INFO - Epoch [20][900/3757] lr: 1.000e-02, eta: 6 days, 6:43:13, time: 1.895, data_time: 0.437, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7508, loss_cls: 2.1092, loss: 2.1092, grad_norm: 5.4488 2020-07-26 15:19:25,145 - mmaction - INFO - Epoch [20][920/3757] lr: 1.000e-02, eta: 6 days, 6:42:35, time: 1.758, data_time: 0.463, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7438, loss_cls: 2.1295, loss: 2.1295, grad_norm: 5.3684 2020-07-26 15:19:57,749 - mmaction - INFO - Epoch [20][940/3757] lr: 1.000e-02, eta: 6 days, 6:41:46, time: 1.633, data_time: 0.012, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7570, loss_cls: 2.0802, loss: 2.0802, grad_norm: 5.2647 2020-07-26 15:20:32,839 - mmaction - INFO - Epoch [20][960/3757] lr: 1.000e-02, eta: 6 days, 6:41:08, time: 1.755, data_time: 0.034, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7172, loss_cls: 2.2496, loss: 2.2496, grad_norm: 5.5681 2020-07-26 15:21:08,417 - mmaction - INFO - Epoch [20][980/3757] lr: 1.000e-02, eta: 6 days, 6:40:31, time: 1.778, data_time: 0.127, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7539, loss_cls: 2.1003, loss: 2.1003, grad_norm: 5.5251 2020-07-26 15:21:42,541 - mmaction - INFO - Epoch [20][1000/3757] lr: 1.000e-02, eta: 6 days, 6:39:49, time: 1.708, data_time: 0.007, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7320, loss_cls: 2.2644, loss: 2.2644, grad_norm: 5.7465 2020-07-26 15:22:20,466 - mmaction - INFO - Epoch [20][1020/3757] lr: 1.000e-02, eta: 6 days, 6:39:22, time: 1.896, data_time: 0.004, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7336, loss_cls: 2.2313, loss: 2.2313, grad_norm: 5.6385 2020-07-26 15:22:54,231 - mmaction - INFO - Epoch [20][1040/3757] lr: 1.000e-02, eta: 6 days, 6:38:38, time: 1.688, data_time: 0.008, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7281, loss_cls: 2.1621, loss: 2.1621, grad_norm: 5.5375 2020-07-26 15:23:29,497 - mmaction - INFO - Epoch [20][1060/3757] lr: 1.000e-02, eta: 6 days, 6:38:00, time: 1.760, data_time: 0.041, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7625, loss_cls: 2.1064, loss: 2.1064, grad_norm: 5.6266 2020-07-26 15:24:06,645 - mmaction - INFO - Epoch [20][1080/3757] lr: 1.000e-02, eta: 6 days, 6:37:30, time: 1.860, data_time: 0.015, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.1663, loss: 2.1663, grad_norm: 5.6205 2020-07-26 15:24:42,970 - mmaction - INFO - Epoch [20][1100/3757] lr: 1.000e-02, eta: 6 days, 6:36:56, time: 1.815, data_time: 0.004, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7484, loss_cls: 2.1086, loss: 2.1086, grad_norm: 5.5328 2020-07-26 15:25:17,275 - mmaction - INFO - Epoch [20][1120/3757] lr: 1.000e-02, eta: 6 days, 6:36:14, time: 1.714, data_time: 0.027, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 2.0717, loss: 2.0717, grad_norm: 5.6747 2020-07-26 15:25:51,329 - mmaction - INFO - Epoch [20][1140/3757] lr: 1.000e-02, eta: 6 days, 6:35:32, time: 1.705, data_time: 0.023, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7617, loss_cls: 2.0842, loss: 2.0842, grad_norm: 5.4737 2020-07-26 15:26:30,230 - mmaction - INFO - Epoch [20][1160/3757] lr: 1.000e-02, eta: 6 days, 6:35:09, time: 1.945, data_time: 0.047, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7422, loss_cls: 2.1286, loss: 2.1286, grad_norm: 5.5437 2020-07-26 15:27:05,908 - mmaction - INFO - Epoch [20][1180/3757] lr: 1.000e-02, eta: 6 days, 6:34:33, time: 1.785, data_time: 0.003, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7594, loss_cls: 2.0666, loss: 2.0666, grad_norm: 5.5844 2020-07-26 15:27:39,038 - mmaction - INFO - Epoch [20][1200/3757] lr: 1.000e-02, eta: 6 days, 6:33:46, time: 1.656, data_time: 0.183, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7445, loss_cls: 2.1521, loss: 2.1521, grad_norm: 5.5772 2020-07-26 15:28:15,240 - mmaction - INFO - Epoch [20][1220/3757] lr: 1.000e-02, eta: 6 days, 6:33:12, time: 1.803, data_time: 0.083, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7547, loss_cls: 2.1076, loss: 2.1076, grad_norm: 5.6026 2020-07-26 15:28:48,113 - mmaction - INFO - Epoch [20][1240/3757] lr: 1.000e-02, eta: 6 days, 6:32:24, time: 1.650, data_time: 0.010, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7359, loss_cls: 2.1598, loss: 2.1598, grad_norm: 5.5522 2020-07-26 15:29:25,545 - mmaction - INFO - Epoch [20][1260/3757] lr: 1.000e-02, eta: 6 days, 6:31:55, time: 1.870, data_time: 0.009, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7266, loss_cls: 2.2099, loss: 2.2099, grad_norm: 5.6306 2020-07-26 15:30:00,647 - mmaction - INFO - Epoch [20][1280/3757] lr: 1.000e-02, eta: 6 days, 6:31:17, time: 1.754, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1850, loss: 2.1850, grad_norm: 5.6073 2020-07-26 15:30:34,997 - mmaction - INFO - Epoch [20][1300/3757] lr: 1.000e-02, eta: 6 days, 6:30:35, time: 1.721, data_time: 0.009, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7508, loss_cls: 2.1031, loss: 2.1031, grad_norm: 5.3575 2020-07-26 15:31:09,779 - mmaction - INFO - Epoch [20][1320/3757] lr: 1.000e-02, eta: 6 days, 6:29:55, time: 1.732, data_time: 0.009, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7391, loss_cls: 2.1514, loss: 2.1514, grad_norm: 5.4758 2020-07-26 15:31:44,040 - mmaction - INFO - Epoch [20][1340/3757] lr: 1.000e-02, eta: 6 days, 6:29:14, time: 1.721, data_time: 0.011, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7086, loss_cls: 2.2835, loss: 2.2835, grad_norm: 5.7587 2020-07-26 15:32:22,587 - mmaction - INFO - Epoch [20][1360/3757] lr: 1.000e-02, eta: 6 days, 6:28:49, time: 1.925, data_time: 0.009, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.1758, loss: 2.1758, grad_norm: 5.6410 2020-07-26 15:32:55,015 - mmaction - INFO - Epoch [20][1380/3757] lr: 1.000e-02, eta: 6 days, 6:28:00, time: 1.623, data_time: 0.084, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7414, loss_cls: 2.1605, loss: 2.1605, grad_norm: 5.4705 2020-07-26 15:33:31,207 - mmaction - INFO - Epoch [20][1400/3757] lr: 1.000e-02, eta: 6 days, 6:27:26, time: 1.810, data_time: 0.264, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7477, loss_cls: 2.1172, loss: 2.1172, grad_norm: 5.2798 2020-07-26 15:34:06,692 - mmaction - INFO - Epoch [20][1420/3757] lr: 1.000e-02, eta: 6 days, 6:26:48, time: 1.768, data_time: 0.312, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.1978, loss: 2.1978, grad_norm: 5.5995 2020-07-26 15:34:39,602 - mmaction - INFO - Epoch [20][1440/3757] lr: 1.000e-02, eta: 6 days, 6:26:01, time: 1.652, data_time: 0.252, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7625, loss_cls: 2.0720, loss: 2.0720, grad_norm: 5.4263 2020-07-26 15:35:17,768 - mmaction - INFO - Epoch [20][1460/3757] lr: 1.000e-02, eta: 6 days, 6:25:35, time: 1.899, data_time: 0.091, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7430, loss_cls: 2.1705, loss: 2.1705, grad_norm: 5.6109 2020-07-26 15:35:52,496 - mmaction - INFO - Epoch [20][1480/3757] lr: 1.000e-02, eta: 6 days, 6:24:55, time: 1.736, data_time: 0.014, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.1873, loss: 2.1873, grad_norm: 5.6713 2020-07-26 15:36:25,328 - mmaction - INFO - Epoch [20][1500/3757] lr: 1.000e-02, eta: 6 days, 6:24:07, time: 1.649, data_time: 0.011, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7281, loss_cls: 2.1909, loss: 2.1909, grad_norm: 5.4204 2020-07-26 15:37:02,323 - mmaction - INFO - Epoch [20][1520/3757] lr: 1.000e-02, eta: 6 days, 6:23:37, time: 1.850, data_time: 0.010, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7531, loss_cls: 2.0757, loss: 2.0757, grad_norm: 5.4970 2020-07-26 15:37:39,858 - mmaction - INFO - Epoch [20][1540/3757] lr: 1.000e-02, eta: 6 days, 6:23:08, time: 1.877, data_time: 0.022, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7477, loss_cls: 2.1590, loss: 2.1590, grad_norm: 5.6591 2020-07-26 15:38:13,203 - mmaction - INFO - Epoch [20][1560/3757] lr: 1.000e-02, eta: 6 days, 6:22:22, time: 1.665, data_time: 0.158, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7445, loss_cls: 2.1739, loss: 2.1739, grad_norm: 5.6214 2020-07-26 15:38:47,250 - mmaction - INFO - Epoch [20][1580/3757] lr: 1.000e-02, eta: 6 days, 6:21:40, time: 1.705, data_time: 0.318, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7398, loss_cls: 2.1378, loss: 2.1378, grad_norm: 5.3566 2020-07-26 15:39:22,082 - mmaction - INFO - Epoch [20][1600/3757] lr: 1.000e-02, eta: 6 days, 6:21:00, time: 1.742, data_time: 0.376, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7148, loss_cls: 2.2565, loss: 2.2565, grad_norm: 5.4898 2020-07-26 15:39:57,510 - mmaction - INFO - Epoch [20][1620/3757] lr: 1.000e-02, eta: 6 days, 6:20:23, time: 1.771, data_time: 0.452, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7477, loss_cls: 2.1245, loss: 2.1245, grad_norm: 5.3102 2020-07-26 15:40:32,569 - mmaction - INFO - Epoch [20][1640/3757] lr: 1.000e-02, eta: 6 days, 6:19:44, time: 1.748, data_time: 0.976, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7516, loss_cls: 2.0986, loss: 2.0986, grad_norm: 5.4094 2020-07-26 15:41:06,621 - mmaction - INFO - Epoch [20][1660/3757] lr: 1.000e-02, eta: 6 days, 6:19:02, time: 1.708, data_time: 0.567, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7367, loss_cls: 2.1512, loss: 2.1512, grad_norm: 5.4630 2020-07-26 15:41:43,235 - mmaction - INFO - Epoch [20][1680/3757] lr: 1.000e-02, eta: 6 days, 6:18:29, time: 1.825, data_time: 0.439, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.0802, loss: 2.0802, grad_norm: 5.4030 2020-07-26 15:42:17,810 - mmaction - INFO - Epoch [20][1700/3757] lr: 1.000e-02, eta: 6 days, 6:17:48, time: 1.731, data_time: 0.041, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7484, loss_cls: 2.0915, loss: 2.0915, grad_norm: 5.5295 2020-07-26 15:42:53,784 - mmaction - INFO - Epoch [20][1720/3757] lr: 1.000e-02, eta: 6 days, 6:17:14, time: 1.801, data_time: 0.006, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.1974, loss: 2.1974, grad_norm: 5.7199 2020-07-26 15:43:27,467 - mmaction - INFO - Epoch [20][1740/3757] lr: 1.000e-02, eta: 6 days, 6:16:29, time: 1.680, data_time: 0.008, memory: 5170, top1_acc: 0.4688, top5_acc: 0.6953, loss_cls: 2.3706, loss: 2.3706, grad_norm: 5.7084 2020-07-26 15:44:04,343 - mmaction - INFO - Epoch [20][1760/3757] lr: 1.000e-02, eta: 6 days, 6:15:58, time: 1.848, data_time: 0.009, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7453, loss_cls: 2.1825, loss: 2.1825, grad_norm: 5.5337 2020-07-26 15:44:41,351 - mmaction - INFO - Epoch [20][1780/3757] lr: 1.000e-02, eta: 6 days, 6:15:28, time: 1.850, data_time: 0.021, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7438, loss_cls: 2.1607, loss: 2.1607, grad_norm: 5.4897 2020-07-26 15:45:10,032 - mmaction - INFO - Epoch [20][1800/3757] lr: 1.000e-02, eta: 6 days, 6:14:23, time: 1.433, data_time: 0.002, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7297, loss_cls: 2.2761, loss: 2.2761, grad_norm: 5.5868 2020-07-26 15:45:45,124 - mmaction - INFO - Epoch [20][1820/3757] lr: 1.000e-02, eta: 6 days, 6:13:44, time: 1.756, data_time: 0.004, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7445, loss_cls: 2.1202, loss: 2.1202, grad_norm: 5.4094 2020-07-26 15:46:19,620 - mmaction - INFO - Epoch [20][1840/3757] lr: 1.000e-02, eta: 6 days, 6:13:03, time: 1.720, data_time: 0.008, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7148, loss_cls: 2.1909, loss: 2.1909, grad_norm: 5.4517 2020-07-26 15:46:53,281 - mmaction - INFO - Epoch [20][1860/3757] lr: 1.000e-02, eta: 6 days, 6:12:19, time: 1.688, data_time: 0.010, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7422, loss_cls: 2.1643, loss: 2.1643, grad_norm: 5.4671 2020-07-26 15:47:29,760 - mmaction - INFO - Epoch [20][1880/3757] lr: 1.000e-02, eta: 6 days, 6:11:45, time: 1.818, data_time: 0.126, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7438, loss_cls: 2.1865, loss: 2.1865, grad_norm: 5.4935 2020-07-26 15:48:07,536 - mmaction - INFO - Epoch [20][1900/3757] lr: 1.000e-02, eta: 6 days, 6:11:19, time: 1.895, data_time: 0.178, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.2429, loss: 2.2429, grad_norm: 5.6506 2020-07-26 15:48:41,972 - mmaction - INFO - Epoch [20][1920/3757] lr: 1.000e-02, eta: 6 days, 6:10:37, time: 1.721, data_time: 0.072, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7195, loss_cls: 2.2417, loss: 2.2417, grad_norm: 5.5517 2020-07-26 15:49:15,589 - mmaction - INFO - Epoch [20][1940/3757] lr: 1.000e-02, eta: 6 days, 6:09:52, time: 1.674, data_time: 0.010, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7625, loss_cls: 2.0548, loss: 2.0548, grad_norm: 5.3024 2020-07-26 15:49:52,587 - mmaction - INFO - Epoch [20][1960/3757] lr: 1.000e-02, eta: 6 days, 6:09:22, time: 1.858, data_time: 0.047, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7352, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.3376 2020-07-26 15:50:27,107 - mmaction - INFO - Epoch [20][1980/3757] lr: 1.000e-02, eta: 6 days, 6:08:41, time: 1.719, data_time: 0.079, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7477, loss_cls: 2.1088, loss: 2.1088, grad_norm: 5.4440 2020-07-26 15:50:59,006 - mmaction - INFO - Epoch [20][2000/3757] lr: 1.000e-02, eta: 6 days, 6:07:50, time: 1.601, data_time: 0.009, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7281, loss_cls: 2.1939, loss: 2.1939, grad_norm: 5.6099 2020-07-26 15:51:34,713 - mmaction - INFO - Epoch [20][2020/3757] lr: 1.000e-02, eta: 6 days, 6:07:13, time: 1.776, data_time: 0.029, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1518, loss: 2.1518, grad_norm: 5.5218 2020-07-26 15:52:08,520 - mmaction - INFO - Epoch [20][2040/3757] lr: 1.000e-02, eta: 6 days, 6:06:30, time: 1.699, data_time: 0.013, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7445, loss_cls: 2.1925, loss: 2.1925, grad_norm: 5.5740 2020-07-26 15:52:45,511 - mmaction - INFO - Epoch [20][2060/3757] lr: 1.000e-02, eta: 6 days, 6:05:59, time: 1.844, data_time: 0.125, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.1081, loss: 2.1081, grad_norm: 5.5059 2020-07-26 15:53:21,050 - mmaction - INFO - Epoch [20][2080/3757] lr: 1.000e-02, eta: 6 days, 6:05:22, time: 1.777, data_time: 0.145, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7461, loss_cls: 2.1297, loss: 2.1297, grad_norm: 5.5939 2020-07-26 15:53:58,052 - mmaction - INFO - Epoch [20][2100/3757] lr: 1.000e-02, eta: 6 days, 6:04:52, time: 1.856, data_time: 0.009, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7523, loss_cls: 2.0755, loss: 2.0755, grad_norm: 5.4196 2020-07-26 15:54:31,534 - mmaction - INFO - Epoch [20][2120/3757] lr: 1.000e-02, eta: 6 days, 6:04:07, time: 1.674, data_time: 0.089, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7391, loss_cls: 2.2090, loss: 2.2090, grad_norm: 5.6958 2020-07-26 15:55:07,741 - mmaction - INFO - Epoch [20][2140/3757] lr: 1.000e-02, eta: 6 days, 6:03:33, time: 1.810, data_time: 0.239, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7523, loss_cls: 2.1207, loss: 2.1207, grad_norm: 5.5690 2020-07-26 15:55:41,716 - mmaction - INFO - Epoch [20][2160/3757] lr: 1.000e-02, eta: 6 days, 6:02:50, time: 1.699, data_time: 0.608, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.1675, loss: 2.1675, grad_norm: 5.4758 2020-07-26 15:56:15,774 - mmaction - INFO - Epoch [20][2180/3757] lr: 1.000e-02, eta: 6 days, 6:02:07, time: 1.705, data_time: 0.531, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7336, loss_cls: 2.2422, loss: 2.2422, grad_norm: 5.6936 2020-07-26 15:56:53,100 - mmaction - INFO - Epoch [20][2200/3757] lr: 1.000e-02, eta: 6 days, 6:01:37, time: 1.859, data_time: 0.029, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7578, loss_cls: 2.1312, loss: 2.1312, grad_norm: 5.6081 2020-07-26 15:57:25,387 - mmaction - INFO - Epoch [20][2220/3757] lr: 1.000e-02, eta: 6 days, 6:00:48, time: 1.621, data_time: 0.018, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7492, loss_cls: 2.1640, loss: 2.1640, grad_norm: 5.7012 2020-07-26 15:57:58,911 - mmaction - INFO - Epoch [20][2240/3757] lr: 1.000e-02, eta: 6 days, 6:00:02, time: 1.670, data_time: 0.056, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.1823, loss: 2.1823, grad_norm: 5.4614 2020-07-26 15:58:36,138 - mmaction - INFO - Epoch [20][2260/3757] lr: 1.000e-02, eta: 6 days, 5:59:33, time: 1.868, data_time: 0.011, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7180, loss_cls: 2.2332, loss: 2.2332, grad_norm: 5.5593 2020-07-26 15:59:12,504 - mmaction - INFO - Epoch [20][2280/3757] lr: 1.000e-02, eta: 6 days, 5:59:00, time: 1.813, data_time: 0.008, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7219, loss_cls: 2.2287, loss: 2.2287, grad_norm: 5.5206 2020-07-26 15:59:47,398 - mmaction - INFO - Epoch [20][2300/3757] lr: 1.000e-02, eta: 6 days, 5:58:20, time: 1.745, data_time: 0.351, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.0988, loss: 2.0988, grad_norm: 5.4726 2020-07-26 16:00:20,693 - mmaction - INFO - Epoch [20][2320/3757] lr: 1.000e-02, eta: 6 days, 5:57:34, time: 1.659, data_time: 0.211, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.1245, loss: 2.1245, grad_norm: 5.5643 2020-07-26 16:00:58,892 - mmaction - INFO - Epoch [20][2340/3757] lr: 1.000e-02, eta: 6 days, 5:57:09, time: 1.921, data_time: 0.021, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7445, loss_cls: 2.1388, loss: 2.1388, grad_norm: 5.4613 2020-07-26 16:01:33,467 - mmaction - INFO - Epoch [20][2360/3757] lr: 1.000e-02, eta: 6 days, 5:56:29, time: 1.728, data_time: 0.044, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7383, loss_cls: 2.1909, loss: 2.1909, grad_norm: 5.5109 2020-07-26 16:02:08,368 - mmaction - INFO - Epoch [20][2380/3757] lr: 1.000e-02, eta: 6 days, 5:55:49, time: 1.745, data_time: 0.056, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7430, loss_cls: 2.0939, loss: 2.0939, grad_norm: 5.4959 2020-07-26 16:02:44,853 - mmaction - INFO - Epoch [20][2400/3757] lr: 1.000e-02, eta: 6 days, 5:55:16, time: 1.817, data_time: 0.009, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7578, loss_cls: 2.0641, loss: 2.0641, grad_norm: 5.3405 2020-07-26 16:03:21,071 - mmaction - INFO - Epoch [20][2420/3757] lr: 1.000e-02, eta: 6 days, 5:54:42, time: 1.811, data_time: 0.009, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.1647, loss: 2.1647, grad_norm: 5.4105 2020-07-26 16:03:55,520 - mmaction - INFO - Epoch [20][2440/3757] lr: 1.000e-02, eta: 6 days, 5:54:02, time: 1.730, data_time: 0.010, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7344, loss_cls: 2.2339, loss: 2.2339, grad_norm: 5.5417 2020-07-26 16:04:30,542 - mmaction - INFO - Epoch [20][2460/3757] lr: 1.000e-02, eta: 6 days, 5:53:22, time: 1.745, data_time: 0.009, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7312, loss_cls: 2.1549, loss: 2.1549, grad_norm: 5.5350 2020-07-26 16:05:05,095 - mmaction - INFO - Epoch [20][2480/3757] lr: 1.000e-02, eta: 6 days, 5:52:42, time: 1.732, data_time: 0.009, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7227, loss_cls: 2.2736, loss: 2.2736, grad_norm: 5.6436 2020-07-26 16:05:42,348 - mmaction - INFO - Epoch [20][2500/3757] lr: 1.000e-02, eta: 6 days, 5:52:12, time: 1.862, data_time: 0.008, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1586, loss: 2.1586, grad_norm: 5.6074 2020-07-26 16:06:17,631 - mmaction - INFO - Epoch [20][2520/3757] lr: 1.000e-02, eta: 6 days, 5:51:35, time: 1.767, data_time: 0.012, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7633, loss_cls: 2.0783, loss: 2.0783, grad_norm: 5.3523 2020-07-26 16:06:51,274 - mmaction - INFO - Epoch [20][2540/3757] lr: 1.000e-02, eta: 6 days, 5:50:51, time: 1.681, data_time: 0.003, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7273, loss_cls: 2.2330, loss: 2.2330, grad_norm: 5.6427 2020-07-26 16:07:28,409 - mmaction - INFO - Epoch [20][2560/3757] lr: 1.000e-02, eta: 6 days, 5:50:20, time: 1.855, data_time: 0.009, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7477, loss_cls: 2.1456, loss: 2.1456, grad_norm: 5.3910 2020-07-26 16:08:02,861 - mmaction - INFO - Epoch [20][2580/3757] lr: 1.000e-02, eta: 6 days, 5:49:39, time: 1.724, data_time: 0.008, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7453, loss_cls: 2.1395, loss: 2.1395, grad_norm: 5.5949 2020-07-26 16:08:36,175 - mmaction - INFO - Epoch [20][2600/3757] lr: 1.000e-02, eta: 6 days, 5:48:53, time: 1.658, data_time: 0.017, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1657, loss: 2.1657, grad_norm: 5.6521 2020-07-26 16:09:13,263 - mmaction - INFO - Epoch [20][2620/3757] lr: 1.000e-02, eta: 6 days, 5:48:23, time: 1.861, data_time: 0.011, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7312, loss_cls: 2.1704, loss: 2.1704, grad_norm: 5.5213 2020-07-26 16:09:49,392 - mmaction - INFO - Epoch [20][2640/3757] lr: 1.000e-02, eta: 6 days, 5:47:49, time: 1.802, data_time: 0.036, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7398, loss_cls: 2.1628, loss: 2.1628, grad_norm: 5.5806 2020-07-26 16:10:21,908 - mmaction - INFO - Epoch [20][2660/3757] lr: 1.000e-02, eta: 6 days, 5:47:00, time: 1.624, data_time: 0.009, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7367, loss_cls: 2.2243, loss: 2.2243, grad_norm: 5.5196 2020-07-26 16:10:57,617 - mmaction - INFO - Epoch [20][2680/3757] lr: 1.000e-02, eta: 6 days, 5:46:24, time: 1.792, data_time: 0.010, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7328, loss_cls: 2.2267, loss: 2.2267, grad_norm: 5.7746 2020-07-26 16:11:34,827 - mmaction - INFO - Epoch [20][2700/3757] lr: 1.000e-02, eta: 6 days, 5:45:55, time: 1.861, data_time: 0.029, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7453, loss_cls: 2.1907, loss: 2.1907, grad_norm: 5.5461 2020-07-26 16:12:09,522 - mmaction - INFO - Epoch [20][2720/3757] lr: 1.000e-02, eta: 6 days, 5:45:14, time: 1.733, data_time: 0.006, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7398, loss_cls: 2.1398, loss: 2.1398, grad_norm: 5.3651 2020-07-26 16:12:45,071 - mmaction - INFO - Epoch [20][2740/3757] lr: 1.000e-02, eta: 6 days, 5:44:37, time: 1.770, data_time: 0.428, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7281, loss_cls: 2.2784, loss: 2.2784, grad_norm: 5.7167 2020-07-26 16:13:19,468 - mmaction - INFO - Epoch [20][2760/3757] lr: 1.000e-02, eta: 6 days, 5:43:56, time: 1.719, data_time: 0.608, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7312, loss_cls: 2.1814, loss: 2.1814, grad_norm: 5.4156 2020-07-26 16:13:55,567 - mmaction - INFO - Epoch [20][2780/3757] lr: 1.000e-02, eta: 6 days, 5:43:22, time: 1.814, data_time: 0.470, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7266, loss_cls: 2.2970, loss: 2.2970, grad_norm: 5.6920 2020-07-26 16:14:29,103 - mmaction - INFO - Epoch [20][2800/3757] lr: 1.000e-02, eta: 6 days, 5:42:38, time: 1.677, data_time: 0.009, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7281, loss_cls: 2.1959, loss: 2.1959, grad_norm: 5.4349 2020-07-26 16:15:04,210 - mmaction - INFO - Epoch [20][2820/3757] lr: 1.000e-02, eta: 6 days, 5:41:59, time: 1.754, data_time: 0.003, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7523, loss_cls: 2.0745, loss: 2.0745, grad_norm: 5.2401 2020-07-26 16:15:36,523 - mmaction - INFO - Epoch [20][2840/3757] lr: 1.000e-02, eta: 6 days, 5:41:09, time: 1.615, data_time: 0.005, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7422, loss_cls: 2.1848, loss: 2.1848, grad_norm: 5.6491 2020-07-26 16:16:10,926 - mmaction - INFO - Epoch [20][2860/3757] lr: 1.000e-02, eta: 6 days, 5:40:28, time: 1.717, data_time: 0.099, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7320, loss_cls: 2.2428, loss: 2.2428, grad_norm: 5.8524 2020-07-26 16:16:44,743 - mmaction - INFO - Epoch [20][2880/3757] lr: 1.000e-02, eta: 6 days, 5:39:45, time: 1.695, data_time: 0.015, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7555, loss_cls: 2.0844, loss: 2.0844, grad_norm: 5.4647 2020-07-26 16:17:20,282 - mmaction - INFO - Epoch [20][2900/3757] lr: 1.000e-02, eta: 6 days, 5:39:08, time: 1.771, data_time: 0.019, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7195, loss_cls: 2.2484, loss: 2.2484, grad_norm: 5.6793 2020-07-26 16:17:56,315 - mmaction - INFO - Epoch [20][2920/3757] lr: 1.000e-02, eta: 6 days, 5:38:34, time: 1.808, data_time: 0.010, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7430, loss_cls: 2.1879, loss: 2.1879, grad_norm: 5.5188 2020-07-26 16:18:32,496 - mmaction - INFO - Epoch [20][2940/3757] lr: 1.000e-02, eta: 6 days, 5:37:59, time: 1.800, data_time: 0.009, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7398, loss_cls: 2.1313, loss: 2.1313, grad_norm: 5.3470 2020-07-26 16:19:09,814 - mmaction - INFO - Epoch [20][2960/3757] lr: 1.000e-02, eta: 6 days, 5:37:30, time: 1.875, data_time: 0.011, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7359, loss_cls: 2.1877, loss: 2.1877, grad_norm: 5.5297 2020-07-26 16:19:43,839 - mmaction - INFO - Epoch [20][2980/3757] lr: 1.000e-02, eta: 6 days, 5:36:47, time: 1.701, data_time: 0.005, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7422, loss_cls: 2.1446, loss: 2.1446, grad_norm: 5.4279 2020-07-26 16:20:16,461 - mmaction - INFO - Epoch [20][3000/3757] lr: 1.000e-02, eta: 6 days, 5:35:58, time: 1.624, data_time: 0.010, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7273, loss_cls: 2.2468, loss: 2.2468, grad_norm: 5.5635 2020-07-26 16:20:51,427 - mmaction - INFO - Epoch [20][3020/3757] lr: 1.000e-02, eta: 6 days, 5:35:20, time: 1.755, data_time: 0.354, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7172, loss_cls: 2.3180, loss: 2.3180, grad_norm: 5.7619 2020-07-26 16:21:28,041 - mmaction - INFO - Epoch [20][3040/3757] lr: 1.000e-02, eta: 6 days, 5:34:48, time: 1.830, data_time: 0.345, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7430, loss_cls: 2.1511, loss: 2.1511, grad_norm: 5.3385 2020-07-26 16:22:05,303 - mmaction - INFO - Epoch [20][3060/3757] lr: 1.000e-02, eta: 6 days, 5:34:18, time: 1.860, data_time: 0.717, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7148, loss_cls: 2.3005, loss: 2.3005, grad_norm: 5.5398 2020-07-26 16:22:39,563 - mmaction - INFO - Epoch [20][3080/3757] lr: 1.000e-02, eta: 6 days, 5:33:36, time: 1.717, data_time: 0.179, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.2241, loss: 2.2241, grad_norm: 5.6006 2020-07-26 16:23:12,546 - mmaction - INFO - Epoch [20][3100/3757] lr: 1.000e-02, eta: 6 days, 5:32:49, time: 1.649, data_time: 0.086, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1679, loss: 2.1679, grad_norm: 5.3976 2020-07-26 16:23:46,584 - mmaction - INFO - Epoch [20][3120/3757] lr: 1.000e-02, eta: 6 days, 5:32:07, time: 1.702, data_time: 0.004, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7133, loss_cls: 2.2991, loss: 2.2991, grad_norm: 5.4608 2020-07-26 16:24:24,211 - mmaction - INFO - Epoch [20][3140/3757] lr: 1.000e-02, eta: 6 days, 5:31:39, time: 1.880, data_time: 0.009, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7523, loss_cls: 2.1432, loss: 2.1432, grad_norm: 5.4367 2020-07-26 16:24:57,679 - mmaction - INFO - Epoch [20][3160/3757] lr: 1.000e-02, eta: 6 days, 5:30:54, time: 1.675, data_time: 0.010, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7492, loss_cls: 2.1350, loss: 2.1350, grad_norm: 5.4509 2020-07-26 16:25:34,311 - mmaction - INFO - Epoch [20][3180/3757] lr: 1.000e-02, eta: 6 days, 5:30:21, time: 1.829, data_time: 0.309, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7250, loss_cls: 2.2712, loss: 2.2712, grad_norm: 5.6571 2020-07-26 16:26:07,729 - mmaction - INFO - Epoch [20][3200/3757] lr: 1.000e-02, eta: 6 days, 5:29:36, time: 1.672, data_time: 0.134, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7469, loss_cls: 2.1619, loss: 2.1619, grad_norm: 5.6000 2020-07-26 16:26:46,534 - mmaction - INFO - Epoch [20][3220/3757] lr: 1.000e-02, eta: 6 days, 5:29:13, time: 1.942, data_time: 0.010, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1614, loss: 2.1614, grad_norm: 5.6183 2020-07-26 16:27:18,501 - mmaction - INFO - Epoch [20][3240/3757] lr: 1.000e-02, eta: 6 days, 5:28:22, time: 1.597, data_time: 0.068, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7555, loss_cls: 2.0953, loss: 2.0953, grad_norm: 5.5915 2020-07-26 16:27:57,071 - mmaction - INFO - Epoch [20][3260/3757] lr: 1.000e-02, eta: 6 days, 5:27:57, time: 1.923, data_time: 0.952, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7273, loss_cls: 2.2400, loss: 2.2400, grad_norm: 5.7073 2020-07-26 16:28:32,345 - mmaction - INFO - Epoch [20][3280/3757] lr: 1.000e-02, eta: 6 days, 5:27:20, time: 1.771, data_time: 0.019, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7602, loss_cls: 2.1299, loss: 2.1299, grad_norm: 5.3998 2020-07-26 16:29:04,928 - mmaction - INFO - Epoch [20][3300/3757] lr: 1.000e-02, eta: 6 days, 5:26:31, time: 1.621, data_time: 0.007, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7281, loss_cls: 2.1788, loss: 2.1788, grad_norm: 5.4751 2020-07-26 16:29:42,943 - mmaction - INFO - Epoch [20][3320/3757] lr: 1.000e-02, eta: 6 days, 5:26:05, time: 1.909, data_time: 0.010, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7406, loss_cls: 2.1496, loss: 2.1496, grad_norm: 5.2895 2020-07-26 16:30:19,539 - mmaction - INFO - Epoch [20][3340/3757] lr: 1.000e-02, eta: 6 days, 5:25:32, time: 1.826, data_time: 0.006, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7375, loss_cls: 2.1381, loss: 2.1381, grad_norm: 5.3003 2020-07-26 16:30:53,210 - mmaction - INFO - Epoch [20][3360/3757] lr: 1.000e-02, eta: 6 days, 5:24:48, time: 1.685, data_time: 0.009, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1960, loss: 2.1960, grad_norm: 5.5084 2020-07-26 16:31:28,307 - mmaction - INFO - Epoch [20][3380/3757] lr: 1.000e-02, eta: 6 days, 5:24:10, time: 1.752, data_time: 0.009, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7500, loss_cls: 2.1687, loss: 2.1687, grad_norm: 5.6806 2020-07-26 16:32:06,706 - mmaction - INFO - Epoch [20][3400/3757] lr: 1.000e-02, eta: 6 days, 5:23:44, time: 1.916, data_time: 0.079, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.1537, loss: 2.1537, grad_norm: 5.6825 2020-07-26 16:32:40,755 - mmaction - INFO - Epoch [20][3420/3757] lr: 1.000e-02, eta: 6 days, 5:23:03, time: 1.710, data_time: 0.012, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7375, loss_cls: 2.1747, loss: 2.1747, grad_norm: 5.5480 2020-07-26 16:33:16,383 - mmaction - INFO - Epoch [20][3440/3757] lr: 1.000e-02, eta: 6 days, 5:22:26, time: 1.783, data_time: 0.003, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7352, loss_cls: 2.2117, loss: 2.2117, grad_norm: 5.6176 2020-07-26 16:33:48,254 - mmaction - INFO - Epoch [20][3460/3757] lr: 1.000e-02, eta: 6 days, 5:21:35, time: 1.592, data_time: 0.003, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1728, loss: 2.1728, grad_norm: 5.4053 2020-07-26 16:34:23,588 - mmaction - INFO - Epoch [20][3480/3757] lr: 1.000e-02, eta: 6 days, 5:20:58, time: 1.766, data_time: 0.008, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7492, loss_cls: 2.1942, loss: 2.1942, grad_norm: 5.5548 2020-07-26 16:34:58,406 - mmaction - INFO - Epoch [20][3500/3757] lr: 1.000e-02, eta: 6 days, 5:20:18, time: 1.735, data_time: 0.014, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7305, loss_cls: 2.2099, loss: 2.2099, grad_norm: 5.4800 2020-07-26 16:35:33,909 - mmaction - INFO - Epoch [20][3520/3757] lr: 1.000e-02, eta: 6 days, 5:19:41, time: 1.784, data_time: 0.085, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.1916, loss: 2.1916, grad_norm: 5.5911 2020-07-26 16:36:10,861 - mmaction - INFO - Epoch [20][3540/3757] lr: 1.000e-02, eta: 6 days, 5:19:10, time: 1.843, data_time: 0.007, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7336, loss_cls: 2.2692, loss: 2.2692, grad_norm: 5.6655 2020-07-26 16:36:46,290 - mmaction - INFO - Epoch [20][3560/3757] lr: 1.000e-02, eta: 6 days, 5:18:33, time: 1.774, data_time: 0.007, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7273, loss_cls: 2.2461, loss: 2.2461, grad_norm: 5.7107 2020-07-26 16:37:16,644 - mmaction - INFO - Epoch [20][3580/3757] lr: 1.000e-02, eta: 6 days, 5:17:36, time: 1.520, data_time: 0.222, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7328, loss_cls: 2.2156, loss: 2.2156, grad_norm: 5.5456 2020-07-26 16:37:53,033 - mmaction - INFO - Epoch [20][3600/3757] lr: 1.000e-02, eta: 6 days, 5:17:03, time: 1.817, data_time: 0.940, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7305, loss_cls: 2.2440, loss: 2.2440, grad_norm: 5.6139 2020-07-26 16:38:29,648 - mmaction - INFO - Epoch [20][3620/3757] lr: 1.000e-02, eta: 6 days, 5:16:31, time: 1.832, data_time: 1.030, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7234, loss_cls: 2.2416, loss: 2.2416, grad_norm: 5.4532 2020-07-26 16:39:03,526 - mmaction - INFO - Epoch [20][3640/3757] lr: 1.000e-02, eta: 6 days, 5:15:48, time: 1.695, data_time: 1.077, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7297, loss_cls: 2.2225, loss: 2.2225, grad_norm: 5.5344 2020-07-26 16:39:38,071 - mmaction - INFO - Epoch [20][3660/3757] lr: 1.000e-02, eta: 6 days, 5:15:07, time: 1.726, data_time: 0.890, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7109, loss_cls: 2.3015, loss: 2.3015, grad_norm: 5.5801 2020-07-26 16:40:12,430 - mmaction - INFO - Epoch [20][3680/3757] lr: 1.000e-02, eta: 6 days, 5:14:25, time: 1.709, data_time: 0.683, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7219, loss_cls: 2.3161, loss: 2.3161, grad_norm: 5.6115 2020-07-26 16:40:49,561 - mmaction - INFO - Epoch [20][3700/3757] lr: 1.000e-02, eta: 6 days, 5:13:56, time: 1.866, data_time: 1.051, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7414, loss_cls: 2.1337, loss: 2.1337, grad_norm: 5.3435 2020-07-26 16:41:24,249 - mmaction - INFO - Epoch [20][3720/3757] lr: 1.000e-02, eta: 6 days, 5:13:15, time: 1.729, data_time: 0.130, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7391, loss_cls: 2.1907, loss: 2.1907, grad_norm: 5.4234 2020-07-26 16:41:57,787 - mmaction - INFO - Epoch [20][3740/3757] lr: 1.000e-02, eta: 6 days, 5:12:31, time: 1.683, data_time: 0.467, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7406, loss_cls: 2.2182, loss: 2.2182, grad_norm: 5.5626 2020-07-26 16:42:22,153 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-07-26 16:43:19,035 - mmaction - INFO - Epoch [21][20/3757] lr: 1.000e-02, eta: 6 days, 5:10:39, time: 2.734, data_time: 2.164, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7477, loss_cls: 2.1312, loss: 2.1312, grad_norm: 5.3261 2020-07-26 16:43:51,970 - mmaction - INFO - Epoch [21][40/3757] lr: 1.000e-02, eta: 6 days, 5:09:53, time: 1.654, data_time: 1.091, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7594, loss_cls: 2.0478, loss: 2.0478, grad_norm: 5.3287 2020-07-26 16:44:26,710 - mmaction - INFO - Epoch [21][60/3757] lr: 1.000e-02, eta: 6 days, 5:09:13, time: 1.733, data_time: 1.041, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.1044, loss: 2.1044, grad_norm: 5.5180 2020-07-26 16:45:03,406 - mmaction - INFO - Epoch [21][80/3757] lr: 1.000e-02, eta: 6 days, 5:08:41, time: 1.840, data_time: 0.750, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7602, loss_cls: 2.1063, loss: 2.1063, grad_norm: 5.7153 2020-07-26 16:45:40,890 - mmaction - INFO - Epoch [21][100/3757] lr: 1.000e-02, eta: 6 days, 5:08:12, time: 1.875, data_time: 0.017, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7469, loss_cls: 2.1455, loss: 2.1455, grad_norm: 5.5959 2020-07-26 16:46:16,832 - mmaction - INFO - Epoch [21][120/3757] lr: 1.000e-02, eta: 6 days, 5:07:37, time: 1.792, data_time: 0.007, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.1648, loss: 2.1648, grad_norm: 5.6271 2020-07-26 16:46:47,319 - mmaction - INFO - Epoch [21][140/3757] lr: 1.000e-02, eta: 6 days, 5:06:41, time: 1.530, data_time: 0.321, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7656, loss_cls: 2.0512, loss: 2.0512, grad_norm: 5.6075 2020-07-26 16:47:24,775 - mmaction - INFO - Epoch [21][160/3757] lr: 1.000e-02, eta: 6 days, 5:06:12, time: 1.870, data_time: 1.234, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7445, loss_cls: 2.1998, loss: 2.1998, grad_norm: 5.6635 2020-07-26 16:48:01,533 - mmaction - INFO - Epoch [21][180/3757] lr: 1.000e-02, eta: 6 days, 5:05:40, time: 1.840, data_time: 1.267, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7602, loss_cls: 2.0769, loss: 2.0769, grad_norm: 5.5769 2020-07-26 16:48:33,647 - mmaction - INFO - Epoch [21][200/3757] lr: 1.000e-02, eta: 6 days, 5:04:50, time: 1.606, data_time: 0.349, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7422, loss_cls: 2.1388, loss: 2.1388, grad_norm: 5.6381 2020-07-26 16:49:08,985 - mmaction - INFO - Epoch [21][220/3757] lr: 1.000e-02, eta: 6 days, 5:04:12, time: 1.759, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.1273, loss: 2.1273, grad_norm: 5.5786 2020-07-26 16:49:47,465 - mmaction - INFO - Epoch [21][240/3757] lr: 1.000e-02, eta: 6 days, 5:03:48, time: 1.933, data_time: 0.161, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7414, loss_cls: 2.2055, loss: 2.2055, grad_norm: 5.6120 2020-07-26 16:50:19,104 - mmaction - INFO - Epoch [21][260/3757] lr: 1.000e-02, eta: 6 days, 5:02:56, time: 1.577, data_time: 0.006, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7250, loss_cls: 2.1671, loss: 2.1671, grad_norm: 5.5242 2020-07-26 16:50:56,952 - mmaction - INFO - Epoch [21][280/3757] lr: 1.000e-02, eta: 6 days, 5:02:28, time: 1.889, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7469, loss_cls: 2.1242, loss: 2.1242, grad_norm: 5.3615 2020-07-26 16:51:29,451 - mmaction - INFO - Epoch [21][300/3757] lr: 1.000e-02, eta: 6 days, 5:01:40, time: 1.633, data_time: 0.011, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7453, loss_cls: 2.1229, loss: 2.1229, grad_norm: 5.4812 2020-07-26 16:52:05,485 - mmaction - INFO - Epoch [21][320/3757] lr: 1.000e-02, eta: 6 days, 5:01:05, time: 1.796, data_time: 0.008, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7641, loss_cls: 2.0345, loss: 2.0345, grad_norm: 5.3424 2020-07-26 16:52:40,149 - mmaction - INFO - Epoch [21][340/3757] lr: 1.000e-02, eta: 6 days, 5:00:25, time: 1.738, data_time: 0.014, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7352, loss_cls: 2.1347, loss: 2.1347, grad_norm: 5.5606 2020-07-26 16:53:13,767 - mmaction - INFO - Epoch [21][360/3757] lr: 1.000e-02, eta: 6 days, 4:59:41, time: 1.681, data_time: 0.008, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7578, loss_cls: 2.0330, loss: 2.0330, grad_norm: 5.4071 2020-07-26 16:53:51,101 - mmaction - INFO - Epoch [21][380/3757] lr: 1.000e-02, eta: 6 days, 4:59:12, time: 1.867, data_time: 0.009, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7570, loss_cls: 2.0941, loss: 2.0941, grad_norm: 5.6131 2020-07-26 16:54:23,937 - mmaction - INFO - Epoch [21][400/3757] lr: 1.000e-02, eta: 6 days, 4:58:25, time: 1.642, data_time: 0.008, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7328, loss_cls: 2.1988, loss: 2.1988, grad_norm: 5.6292 2020-07-26 16:54:58,216 - mmaction - INFO - Epoch [21][420/3757] lr: 1.000e-02, eta: 6 days, 4:57:42, time: 1.704, data_time: 0.008, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7266, loss_cls: 2.2272, loss: 2.2272, grad_norm: 5.8124 2020-07-26 16:55:34,623 - mmaction - INFO - Epoch [21][440/3757] lr: 1.000e-02, eta: 6 days, 4:57:10, time: 1.830, data_time: 0.012, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.1899, loss: 2.1899, grad_norm: 5.6807 2020-07-26 16:56:09,363 - mmaction - INFO - Epoch [21][460/3757] lr: 1.000e-02, eta: 6 days, 4:56:30, time: 1.731, data_time: 0.009, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7430, loss_cls: 2.1438, loss: 2.1438, grad_norm: 5.5265 2020-07-26 16:56:44,931 - mmaction - INFO - Epoch [21][480/3757] lr: 1.000e-02, eta: 6 days, 4:55:54, time: 1.784, data_time: 0.011, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7445, loss_cls: 2.1792, loss: 2.1792, grad_norm: 5.5111 2020-07-26 16:57:17,723 - mmaction - INFO - Epoch [21][500/3757] lr: 1.000e-02, eta: 6 days, 4:55:06, time: 1.637, data_time: 0.009, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7516, loss_cls: 2.1020, loss: 2.1020, grad_norm: 5.5821 2020-07-26 16:57:52,473 - mmaction - INFO - Epoch [21][520/3757] lr: 1.000e-02, eta: 6 days, 4:54:27, time: 1.741, data_time: 0.007, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7430, loss_cls: 2.1788, loss: 2.1788, grad_norm: 5.7349 2020-07-26 16:58:30,355 - mmaction - INFO - Epoch [21][540/3757] lr: 1.000e-02, eta: 6 days, 4:54:00, time: 1.895, data_time: 0.008, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.1367, loss: 2.1367, grad_norm: 5.5081 2020-07-26 16:59:02,441 - mmaction - INFO - Epoch [21][560/3757] lr: 1.000e-02, eta: 6 days, 4:53:09, time: 1.596, data_time: 0.009, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7492, loss_cls: 2.1537, loss: 2.1537, grad_norm: 5.5854 2020-07-26 16:59:38,478 - mmaction - INFO - Epoch [21][580/3757] lr: 1.000e-02, eta: 6 days, 4:52:35, time: 1.808, data_time: 0.011, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7672, loss_cls: 2.0318, loss: 2.0318, grad_norm: 5.4548 2020-07-26 17:00:15,183 - mmaction - INFO - Epoch [21][600/3757] lr: 1.000e-02, eta: 6 days, 4:52:02, time: 1.822, data_time: 0.017, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7453, loss_cls: 2.0942, loss: 2.0942, grad_norm: 5.4234 2020-07-26 17:00:48,713 - mmaction - INFO - Epoch [21][620/3757] lr: 1.000e-02, eta: 6 days, 4:51:19, time: 1.689, data_time: 0.212, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7477, loss_cls: 2.1237, loss: 2.1237, grad_norm: 5.6168 2020-07-26 17:01:25,405 - mmaction - INFO - Epoch [21][640/3757] lr: 1.000e-02, eta: 6 days, 4:50:47, time: 1.833, data_time: 0.014, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7391, loss_cls: 2.1508, loss: 2.1508, grad_norm: 5.5489 2020-07-26 17:01:59,939 - mmaction - INFO - Epoch [21][660/3757] lr: 1.000e-02, eta: 6 days, 4:50:06, time: 1.731, data_time: 0.015, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7492, loss_cls: 2.1736, loss: 2.1736, grad_norm: 5.5790 2020-07-26 17:02:35,680 - mmaction - INFO - Epoch [21][680/3757] lr: 1.000e-02, eta: 6 days, 4:49:30, time: 1.781, data_time: 0.006, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7477, loss_cls: 2.1109, loss: 2.1109, grad_norm: 5.5630 2020-07-26 17:03:10,619 - mmaction - INFO - Epoch [21][700/3757] lr: 1.000e-02, eta: 6 days, 4:48:52, time: 1.750, data_time: 0.009, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7367, loss_cls: 2.1483, loss: 2.1483, grad_norm: 5.5113 2020-07-26 17:03:46,210 - mmaction - INFO - Epoch [21][720/3757] lr: 1.000e-02, eta: 6 days, 4:48:15, time: 1.783, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7297, loss_cls: 2.1968, loss: 2.1968, grad_norm: 5.6122 2020-07-26 17:04:21,629 - mmaction - INFO - Epoch [21][740/3757] lr: 1.000e-02, eta: 6 days, 4:47:38, time: 1.770, data_time: 0.121, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.1319, loss: 2.1319, grad_norm: 5.5163 2020-07-26 17:04:54,700 - mmaction - INFO - Epoch [21][760/3757] lr: 1.000e-02, eta: 6 days, 4:46:52, time: 1.650, data_time: 0.008, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7445, loss_cls: 2.0675, loss: 2.0675, grad_norm: 5.5677 2020-07-26 17:05:30,632 - mmaction - INFO - Epoch [21][780/3757] lr: 1.000e-02, eta: 6 days, 4:46:17, time: 1.800, data_time: 0.009, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7406, loss_cls: 2.1814, loss: 2.1814, grad_norm: 5.5200 2020-07-26 17:06:05,810 - mmaction - INFO - Epoch [21][800/3757] lr: 1.000e-02, eta: 6 days, 4:45:39, time: 1.755, data_time: 0.009, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7469, loss_cls: 2.1226, loss: 2.1226, grad_norm: 5.5880 2020-07-26 17:06:39,933 - mmaction - INFO - Epoch [21][820/3757] lr: 1.000e-02, eta: 6 days, 4:44:57, time: 1.712, data_time: 0.028, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7461, loss_cls: 2.1831, loss: 2.1831, grad_norm: 5.6777 2020-07-26 17:07:13,302 - mmaction - INFO - Epoch [21][840/3757] lr: 1.000e-02, eta: 6 days, 4:44:12, time: 1.669, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1538, loss: 2.1538, grad_norm: 5.5597 2020-07-26 17:07:49,015 - mmaction - INFO - Epoch [21][860/3757] lr: 1.000e-02, eta: 6 days, 4:43:36, time: 1.778, data_time: 0.017, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7344, loss_cls: 2.1914, loss: 2.1914, grad_norm: 5.6394 2020-07-26 17:08:24,752 - mmaction - INFO - Epoch [21][880/3757] lr: 1.000e-02, eta: 6 days, 4:43:01, time: 1.792, data_time: 0.010, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7344, loss_cls: 2.1859, loss: 2.1859, grad_norm: 5.5581 2020-07-26 17:09:01,654 - mmaction - INFO - Epoch [21][900/3757] lr: 1.000e-02, eta: 6 days, 4:42:29, time: 1.841, data_time: 0.009, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7195, loss_cls: 2.2093, loss: 2.2093, grad_norm: 5.5152 2020-07-26 17:09:37,932 - mmaction - INFO - Epoch [21][920/3757] lr: 1.000e-02, eta: 6 days, 4:41:56, time: 1.818, data_time: 0.012, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7484, loss_cls: 2.1175, loss: 2.1175, grad_norm: 5.4776 2020-07-26 17:10:07,441 - mmaction - INFO - Epoch [21][940/3757] lr: 1.000e-02, eta: 6 days, 4:40:56, time: 1.476, data_time: 0.009, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.1974, loss: 2.1974, grad_norm: 5.6493 2020-07-26 17:10:43,324 - mmaction - INFO - Epoch [21][960/3757] lr: 1.000e-02, eta: 6 days, 4:40:21, time: 1.796, data_time: 0.046, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7555, loss_cls: 2.0657, loss: 2.0657, grad_norm: 5.3276 2020-07-26 17:11:19,790 - mmaction - INFO - Epoch [21][980/3757] lr: 1.000e-02, eta: 6 days, 4:39:48, time: 1.824, data_time: 0.009, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7258, loss_cls: 2.2834, loss: 2.2834, grad_norm: 5.5532 2020-07-26 17:11:54,644 - mmaction - INFO - Epoch [21][1000/3757] lr: 1.000e-02, eta: 6 days, 4:39:08, time: 1.740, data_time: 0.007, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7461, loss_cls: 2.1030, loss: 2.1030, grad_norm: 5.3934 2020-07-26 17:12:31,129 - mmaction - INFO - Epoch [21][1020/3757] lr: 1.000e-02, eta: 6 days, 4:38:36, time: 1.827, data_time: 0.005, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7375, loss_cls: 2.2429, loss: 2.2429, grad_norm: 5.5850 2020-07-26 17:13:10,765 - mmaction - INFO - Epoch [21][1040/3757] lr: 1.000e-02, eta: 6 days, 4:38:16, time: 1.982, data_time: 0.008, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7461, loss_cls: 2.1177, loss: 2.1177, grad_norm: 5.4750 2020-07-26 17:13:45,895 - mmaction - INFO - Epoch [21][1060/3757] lr: 1.000e-02, eta: 6 days, 4:37:37, time: 1.753, data_time: 0.035, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7375, loss_cls: 2.1353, loss: 2.1353, grad_norm: 5.4446 2020-07-26 17:14:18,769 - mmaction - INFO - Epoch [21][1080/3757] lr: 1.000e-02, eta: 6 days, 4:36:50, time: 1.646, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7680, loss_cls: 2.1339, loss: 2.1339, grad_norm: 5.5266 2020-07-26 17:14:55,996 - mmaction - INFO - Epoch [21][1100/3757] lr: 1.000e-02, eta: 6 days, 4:36:20, time: 1.853, data_time: 0.008, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7602, loss_cls: 2.0588, loss: 2.0588, grad_norm: 5.4419 2020-07-26 17:15:29,851 - mmaction - INFO - Epoch [21][1120/3757] lr: 1.000e-02, eta: 6 days, 4:35:37, time: 1.697, data_time: 0.192, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7477, loss_cls: 2.0930, loss: 2.0930, grad_norm: 5.4927 2020-07-26 17:16:02,588 - mmaction - INFO - Epoch [21][1140/3757] lr: 1.000e-02, eta: 6 days, 4:34:50, time: 1.642, data_time: 0.098, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7633, loss_cls: 2.0612, loss: 2.0612, grad_norm: 5.6882 2020-07-26 17:16:39,485 - mmaction - INFO - Epoch [21][1160/3757] lr: 1.000e-02, eta: 6 days, 4:34:18, time: 1.837, data_time: 0.028, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.0775, loss: 2.0775, grad_norm: 5.5970 2020-07-26 17:17:11,243 - mmaction - INFO - Epoch [21][1180/3757] lr: 1.000e-02, eta: 6 days, 4:33:28, time: 1.594, data_time: 0.010, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7555, loss_cls: 2.1627, loss: 2.1627, grad_norm: 5.6320 2020-07-26 17:17:46,330 - mmaction - INFO - Epoch [21][1200/3757] lr: 1.000e-02, eta: 6 days, 4:32:49, time: 1.748, data_time: 0.009, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7242, loss_cls: 2.1723, loss: 2.1723, grad_norm: 5.3824 2020-07-26 17:18:23,909 - mmaction - INFO - Epoch [21][1220/3757] lr: 1.000e-02, eta: 6 days, 4:32:21, time: 1.885, data_time: 0.099, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7281, loss_cls: 2.2053, loss: 2.2053, grad_norm: 5.6556 2020-07-26 17:18:58,747 - mmaction - INFO - Epoch [21][1240/3757] lr: 1.000e-02, eta: 6 days, 4:31:42, time: 1.743, data_time: 0.010, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7336, loss_cls: 2.2337, loss: 2.2337, grad_norm: 5.6531 2020-07-26 17:19:32,996 - mmaction - INFO - Epoch [21][1260/3757] lr: 1.000e-02, eta: 6 days, 4:31:00, time: 1.711, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7391, loss_cls: 2.1412, loss: 2.1412, grad_norm: 5.5032 2020-07-26 17:20:07,014 - mmaction - INFO - Epoch [21][1280/3757] lr: 1.000e-02, eta: 6 days, 4:30:17, time: 1.698, data_time: 0.211, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7547, loss_cls: 2.1159, loss: 2.1159, grad_norm: 5.5655 2020-07-26 17:20:38,726 - mmaction - INFO - Epoch [21][1300/3757] lr: 1.000e-02, eta: 6 days, 4:29:26, time: 1.587, data_time: 0.124, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7406, loss_cls: 2.1704, loss: 2.1704, grad_norm: 5.6347 2020-07-26 17:21:17,857 - mmaction - INFO - Epoch [21][1320/3757] lr: 1.000e-02, eta: 6 days, 4:29:03, time: 1.953, data_time: 0.010, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7336, loss_cls: 2.2206, loss: 2.2206, grad_norm: 5.4901 2020-07-26 17:21:53,857 - mmaction - INFO - Epoch [21][1340/3757] lr: 1.000e-02, eta: 6 days, 4:28:29, time: 1.805, data_time: 0.009, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7273, loss_cls: 2.1903, loss: 2.1903, grad_norm: 5.4998 2020-07-26 17:22:28,695 - mmaction - INFO - Epoch [21][1360/3757] lr: 1.000e-02, eta: 6 days, 4:27:50, time: 1.739, data_time: 0.009, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7453, loss_cls: 2.1365, loss: 2.1365, grad_norm: 5.3937 2020-07-26 17:23:05,949 - mmaction - INFO - Epoch [21][1380/3757] lr: 1.000e-02, eta: 6 days, 4:27:20, time: 1.865, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7523, loss_cls: 2.1015, loss: 2.1015, grad_norm: 5.5608 2020-07-26 17:23:39,048 - mmaction - INFO - Epoch [21][1400/3757] lr: 1.000e-02, eta: 6 days, 4:26:34, time: 1.653, data_time: 0.019, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7438, loss_cls: 2.1324, loss: 2.1324, grad_norm: 5.5272 2020-07-26 17:24:13,301 - mmaction - INFO - Epoch [21][1420/3757] lr: 1.000e-02, eta: 6 days, 4:25:53, time: 1.715, data_time: 0.011, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7609, loss_cls: 2.1649, loss: 2.1649, grad_norm: 5.6844 2020-07-26 17:24:52,173 - mmaction - INFO - Epoch [21][1440/3757] lr: 1.000e-02, eta: 6 days, 4:25:29, time: 1.942, data_time: 0.009, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7523, loss_cls: 2.1062, loss: 2.1062, grad_norm: 5.5517 2020-07-26 17:25:26,602 - mmaction - INFO - Epoch [21][1460/3757] lr: 1.000e-02, eta: 6 days, 4:24:48, time: 1.722, data_time: 0.010, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7344, loss_cls: 2.1814, loss: 2.1814, grad_norm: 5.6860 2020-07-26 17:26:01,022 - mmaction - INFO - Epoch [21][1480/3757] lr: 1.000e-02, eta: 6 days, 4:24:08, time: 1.722, data_time: 0.163, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7453, loss_cls: 2.1170, loss: 2.1170, grad_norm: 5.4843 2020-07-26 17:26:38,384 - mmaction - INFO - Epoch [21][1500/3757] lr: 1.000e-02, eta: 6 days, 4:23:38, time: 1.866, data_time: 0.745, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7539, loss_cls: 2.1046, loss: 2.1046, grad_norm: 5.4545 2020-07-26 17:27:14,516 - mmaction - INFO - Epoch [21][1520/3757] lr: 1.000e-02, eta: 6 days, 4:23:04, time: 1.804, data_time: 1.034, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7180, loss_cls: 2.3029, loss: 2.3029, grad_norm: 5.8343 2020-07-26 17:27:48,840 - mmaction - INFO - Epoch [21][1540/3757] lr: 1.000e-02, eta: 6 days, 4:22:23, time: 1.721, data_time: 1.061, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7469, loss_cls: 2.1503, loss: 2.1503, grad_norm: 5.5003 2020-07-26 17:28:26,260 - mmaction - INFO - Epoch [21][1560/3757] lr: 1.000e-02, eta: 6 days, 4:21:54, time: 1.868, data_time: 1.277, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7359, loss_cls: 2.1538, loss: 2.1538, grad_norm: 5.6171 2020-07-26 17:29:00,642 - mmaction - INFO - Epoch [21][1580/3757] lr: 1.000e-02, eta: 6 days, 4:21:13, time: 1.722, data_time: 1.164, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7406, loss_cls: 2.1653, loss: 2.1653, grad_norm: 5.4986 2020-07-26 17:29:34,557 - mmaction - INFO - Epoch [21][1600/3757] lr: 1.000e-02, eta: 6 days, 4:20:30, time: 1.693, data_time: 1.105, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.2061, loss: 2.2061, grad_norm: 5.4962 2020-07-26 17:30:05,821 - mmaction - INFO - Epoch [21][1620/3757] lr: 1.000e-02, eta: 6 days, 4:19:37, time: 1.563, data_time: 0.432, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7422, loss_cls: 2.1830, loss: 2.1830, grad_norm: 5.6436 2020-07-26 17:30:39,912 - mmaction - INFO - Epoch [21][1640/3757] lr: 1.000e-02, eta: 6 days, 4:18:55, time: 1.708, data_time: 0.031, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7562, loss_cls: 2.1236, loss: 2.1236, grad_norm: 5.4929 2020-07-26 17:31:17,647 - mmaction - INFO - Epoch [21][1660/3757] lr: 1.000e-02, eta: 6 days, 4:18:27, time: 1.881, data_time: 0.042, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7516, loss_cls: 2.1332, loss: 2.1332, grad_norm: 5.4725 2020-07-26 17:31:55,759 - mmaction - INFO - Epoch [21][1680/3757] lr: 1.000e-02, eta: 6 days, 4:18:01, time: 1.912, data_time: 0.009, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9979, loss: 1.9979, grad_norm: 5.5071 2020-07-26 17:32:31,416 - mmaction - INFO - Epoch [21][1700/3757] lr: 1.000e-02, eta: 6 days, 4:17:24, time: 1.777, data_time: 0.008, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.1260, loss: 2.1260, grad_norm: 5.6010 2020-07-26 17:33:05,781 - mmaction - INFO - Epoch [21][1720/3757] lr: 1.000e-02, eta: 6 days, 4:16:44, time: 1.723, data_time: 0.010, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7305, loss_cls: 2.2143, loss: 2.2143, grad_norm: 5.6722 2020-07-26 17:33:39,649 - mmaction - INFO - Epoch [21][1740/3757] lr: 1.000e-02, eta: 6 days, 4:16:01, time: 1.691, data_time: 0.058, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7461, loss_cls: 2.2234, loss: 2.2234, grad_norm: 5.6678 2020-07-26 17:34:14,019 - mmaction - INFO - Epoch [21][1760/3757] lr: 1.000e-02, eta: 6 days, 4:15:20, time: 1.721, data_time: 0.006, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7352, loss_cls: 2.2162, loss: 2.2162, grad_norm: 5.7539 2020-07-26 17:34:50,710 - mmaction - INFO - Epoch [21][1780/3757] lr: 1.000e-02, eta: 6 days, 4:14:47, time: 1.830, data_time: 0.647, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7453, loss_cls: 2.1880, loss: 2.1880, grad_norm: 5.4764 2020-07-26 17:35:24,355 - mmaction - INFO - Epoch [21][1800/3757] lr: 1.000e-02, eta: 6 days, 4:14:04, time: 1.681, data_time: 1.102, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.2485, loss: 2.2485, grad_norm: 5.7779 2020-07-26 17:35:58,355 - mmaction - INFO - Epoch [21][1820/3757] lr: 1.000e-02, eta: 6 days, 4:13:21, time: 1.703, data_time: 0.807, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7539, loss_cls: 2.1052, loss: 2.1052, grad_norm: 5.4969 2020-07-26 17:36:34,114 - mmaction - INFO - Epoch [21][1840/3757] lr: 1.000e-02, eta: 6 days, 4:12:45, time: 1.784, data_time: 0.471, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7406, loss_cls: 2.2037, loss: 2.2037, grad_norm: 5.7738 2020-07-26 17:37:09,727 - mmaction - INFO - Epoch [21][1860/3757] lr: 1.000e-02, eta: 6 days, 4:12:10, time: 1.785, data_time: 0.008, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7156, loss_cls: 2.2337, loss: 2.2337, grad_norm: 5.4597 2020-07-26 17:37:45,277 - mmaction - INFO - Epoch [21][1880/3757] lr: 1.000e-02, eta: 6 days, 4:11:33, time: 1.771, data_time: 0.013, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1049, loss: 2.1049, grad_norm: 5.4047 2020-07-26 17:38:20,432 - mmaction - INFO - Epoch [21][1900/3757] lr: 1.000e-02, eta: 6 days, 4:10:55, time: 1.757, data_time: 0.014, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7234, loss_cls: 2.2718, loss: 2.2718, grad_norm: 5.7737 2020-07-26 17:38:55,603 - mmaction - INFO - Epoch [21][1920/3757] lr: 1.000e-02, eta: 6 days, 4:10:17, time: 1.765, data_time: 0.155, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7203, loss_cls: 2.2673, loss: 2.2673, grad_norm: 5.6245 2020-07-26 17:39:26,635 - mmaction - INFO - Epoch [21][1940/3757] lr: 1.000e-02, eta: 6 days, 4:09:23, time: 1.546, data_time: 0.566, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7500, loss_cls: 2.1610, loss: 2.1610, grad_norm: 5.4801 2020-07-26 17:40:06,033 - mmaction - INFO - Epoch [21][1960/3757] lr: 1.000e-02, eta: 6 days, 4:09:02, time: 1.975, data_time: 0.191, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7289, loss_cls: 2.2031, loss: 2.2031, grad_norm: 5.4057 2020-07-26 17:40:40,937 - mmaction - INFO - Epoch [21][1980/3757] lr: 1.000e-02, eta: 6 days, 4:08:23, time: 1.745, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7477, loss_cls: 2.1616, loss: 2.1616, grad_norm: 5.7187 2020-07-26 17:41:12,972 - mmaction - INFO - Epoch [21][2000/3757] lr: 1.000e-02, eta: 6 days, 4:07:33, time: 1.603, data_time: 0.010, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7266, loss_cls: 2.2355, loss: 2.2355, grad_norm: 5.7736 2020-07-26 17:41:45,796 - mmaction - INFO - Epoch [21][2020/3757] lr: 1.000e-02, eta: 6 days, 4:06:46, time: 1.643, data_time: 0.008, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7383, loss_cls: 2.2000, loss: 2.2000, grad_norm: 5.6343 2020-07-26 17:42:21,981 - mmaction - INFO - Epoch [21][2040/3757] lr: 1.000e-02, eta: 6 days, 4:06:12, time: 1.808, data_time: 0.002, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2228, loss: 2.2228, grad_norm: 5.7912 2020-07-26 17:42:56,723 - mmaction - INFO - Epoch [21][2060/3757] lr: 1.000e-02, eta: 6 days, 4:05:33, time: 1.736, data_time: 0.009, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7523, loss_cls: 2.1227, loss: 2.1227, grad_norm: 5.5523 2020-07-26 17:43:33,047 - mmaction - INFO - Epoch [21][2080/3757] lr: 1.000e-02, eta: 6 days, 4:04:59, time: 1.810, data_time: 0.011, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7266, loss_cls: 2.3059, loss: 2.3059, grad_norm: 5.7317 2020-07-26 17:44:09,724 - mmaction - INFO - Epoch [21][2100/3757] lr: 1.000e-02, eta: 6 days, 4:04:28, time: 1.842, data_time: 0.451, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7453, loss_cls: 2.1838, loss: 2.1838, grad_norm: 5.6683 2020-07-26 17:44:44,214 - mmaction - INFO - Epoch [21][2120/3757] lr: 1.000e-02, eta: 6 days, 4:03:47, time: 1.719, data_time: 1.000, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7406, loss_cls: 2.1713, loss: 2.1713, grad_norm: 5.5100 2020-07-26 17:45:18,802 - mmaction - INFO - Epoch [21][2140/3757] lr: 1.000e-02, eta: 6 days, 4:03:07, time: 1.732, data_time: 0.576, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7391, loss_cls: 2.1768, loss: 2.1768, grad_norm: 5.5828 2020-07-26 17:45:52,050 - mmaction - INFO - Epoch [21][2160/3757] lr: 1.000e-02, eta: 6 days, 4:02:22, time: 1.665, data_time: 0.587, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7359, loss_cls: 2.1644, loss: 2.1644, grad_norm: 5.4941 2020-07-26 17:46:28,951 - mmaction - INFO - Epoch [21][2180/3757] lr: 1.000e-02, eta: 6 days, 4:01:50, time: 1.838, data_time: 1.189, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7555, loss_cls: 2.1161, loss: 2.1161, grad_norm: 5.6463 2020-07-26 17:47:02,415 - mmaction - INFO - Epoch [21][2200/3757] lr: 1.000e-02, eta: 6 days, 4:01:06, time: 1.680, data_time: 0.218, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7570, loss_cls: 2.0991, loss: 2.0991, grad_norm: 5.5199 2020-07-26 17:47:38,844 - mmaction - INFO - Epoch [21][2220/3757] lr: 1.000e-02, eta: 6 days, 4:00:33, time: 1.815, data_time: 0.029, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7500, loss_cls: 2.1086, loss: 2.1086, grad_norm: 5.5824 2020-07-26 17:48:15,545 - mmaction - INFO - Epoch [21][2240/3757] lr: 1.000e-02, eta: 6 days, 4:00:01, time: 1.841, data_time: 0.010, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7547, loss_cls: 2.0898, loss: 2.0898, grad_norm: 5.6305 2020-07-26 17:48:51,547 - mmaction - INFO - Epoch [21][2260/3757] lr: 1.000e-02, eta: 6 days, 3:59:26, time: 1.796, data_time: 0.153, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7234, loss_cls: 2.2525, loss: 2.2525, grad_norm: 5.4890 2020-07-26 17:49:23,846 - mmaction - INFO - Epoch [21][2280/3757] lr: 1.000e-02, eta: 6 days, 3:58:38, time: 1.618, data_time: 0.355, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1635, loss: 2.1635, grad_norm: 5.5192 2020-07-26 17:49:59,764 - mmaction - INFO - Epoch [21][2300/3757] lr: 1.000e-02, eta: 6 days, 3:58:02, time: 1.790, data_time: 0.146, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7328, loss_cls: 2.1757, loss: 2.1757, grad_norm: 5.5101 2020-07-26 17:50:37,897 - mmaction - INFO - Epoch [21][2320/3757] lr: 1.000e-02, eta: 6 days, 3:57:36, time: 1.913, data_time: 0.148, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7797, loss_cls: 2.0427, loss: 2.0427, grad_norm: 5.4589 2020-07-26 17:51:12,730 - mmaction - INFO - Epoch [21][2340/3757] lr: 1.000e-02, eta: 6 days, 3:56:57, time: 1.735, data_time: 0.009, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7367, loss_cls: 2.1703, loss: 2.1703, grad_norm: 5.4656 2020-07-26 17:51:49,211 - mmaction - INFO - Epoch [21][2360/3757] lr: 1.000e-02, eta: 6 days, 3:56:24, time: 1.831, data_time: 0.010, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7445, loss_cls: 2.1279, loss: 2.1279, grad_norm: 5.5565 2020-07-26 17:52:22,517 - mmaction - INFO - Epoch [21][2380/3757] lr: 1.000e-02, eta: 6 days, 3:55:39, time: 1.662, data_time: 0.003, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7578, loss_cls: 2.0778, loss: 2.0778, grad_norm: 5.4490 2020-07-26 17:52:57,404 - mmaction - INFO - Epoch [21][2400/3757] lr: 1.000e-02, eta: 6 days, 3:55:00, time: 1.739, data_time: 0.110, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7695, loss_cls: 2.0280, loss: 2.0280, grad_norm: 5.5394 2020-07-26 17:53:32,617 - mmaction - INFO - Epoch [21][2420/3757] lr: 1.000e-02, eta: 6 days, 3:54:23, time: 1.768, data_time: 0.067, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7406, loss_cls: 2.1987, loss: 2.1987, grad_norm: 5.7439 2020-07-26 17:54:09,539 - mmaction - INFO - Epoch [21][2440/3757] lr: 1.000e-02, eta: 6 days, 3:53:51, time: 1.838, data_time: 0.010, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7492, loss_cls: 2.0582, loss: 2.0582, grad_norm: 5.3829 2020-07-26 17:54:41,146 - mmaction - INFO - Epoch [21][2460/3757] lr: 1.000e-02, eta: 6 days, 3:53:00, time: 1.588, data_time: 0.091, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7344, loss_cls: 2.1424, loss: 2.1424, grad_norm: 5.5188 2020-07-26 17:55:20,100 - mmaction - INFO - Epoch [21][2480/3757] lr: 1.000e-02, eta: 6 days, 3:52:36, time: 1.942, data_time: 0.633, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7445, loss_cls: 2.1051, loss: 2.1051, grad_norm: 5.5014 2020-07-26 17:55:52,789 - mmaction - INFO - Epoch [21][2500/3757] lr: 1.000e-02, eta: 6 days, 3:51:49, time: 1.640, data_time: 0.059, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7477, loss_cls: 2.1828, loss: 2.1828, grad_norm: 5.5819 2020-07-26 17:56:25,014 - mmaction - INFO - Epoch [21][2520/3757] lr: 1.000e-02, eta: 6 days, 3:51:00, time: 1.612, data_time: 0.010, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7305, loss_cls: 2.2187, loss: 2.2187, grad_norm: 5.6365 2020-07-26 17:57:03,629 - mmaction - INFO - Epoch [21][2540/3757] lr: 1.000e-02, eta: 6 days, 3:50:35, time: 1.923, data_time: 0.070, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7547, loss_cls: 2.1020, loss: 2.1020, grad_norm: 5.5486 2020-07-26 17:57:34,833 - mmaction - INFO - Epoch [21][2560/3757] lr: 1.000e-02, eta: 6 days, 3:49:43, time: 1.568, data_time: 0.262, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7430, loss_cls: 2.2059, loss: 2.2059, grad_norm: 5.7768 2020-07-26 17:58:10,136 - mmaction - INFO - Epoch [21][2580/3757] lr: 1.000e-02, eta: 6 days, 3:49:05, time: 1.759, data_time: 0.916, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7617, loss_cls: 2.1049, loss: 2.1049, grad_norm: 5.5238 2020-07-26 17:58:47,419 - mmaction - INFO - Epoch [21][2600/3757] lr: 1.000e-02, eta: 6 days, 3:48:36, time: 1.871, data_time: 1.312, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7383, loss_cls: 2.2046, loss: 2.2046, grad_norm: 5.6649 2020-07-26 17:59:22,744 - mmaction - INFO - Epoch [21][2620/3757] lr: 1.000e-02, eta: 6 days, 3:47:58, time: 1.758, data_time: 1.176, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1505, loss: 2.1505, grad_norm: 5.5977 2020-07-26 18:00:00,848 - mmaction - INFO - Epoch [21][2640/3757] lr: 1.000e-02, eta: 6 days, 3:47:32, time: 1.913, data_time: 1.321, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1675, loss: 2.1675, grad_norm: 5.5495 2020-07-26 18:00:36,615 - mmaction - INFO - Epoch [21][2660/3757] lr: 1.000e-02, eta: 6 days, 3:46:55, time: 1.776, data_time: 0.901, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7391, loss_cls: 2.1691, loss: 2.1691, grad_norm: 5.4831 2020-07-26 18:01:10,752 - mmaction - INFO - Epoch [21][2680/3757] lr: 1.000e-02, eta: 6 days, 3:46:14, time: 1.718, data_time: 0.069, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7297, loss_cls: 2.2234, loss: 2.2234, grad_norm: 5.6821 2020-07-26 18:01:44,684 - mmaction - INFO - Epoch [21][2700/3757] lr: 1.000e-02, eta: 6 days, 3:45:31, time: 1.691, data_time: 0.009, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7383, loss_cls: 2.1759, loss: 2.1759, grad_norm: 5.5251 2020-07-26 18:02:21,731 - mmaction - INFO - Epoch [21][2720/3757] lr: 1.000e-02, eta: 6 days, 3:45:01, time: 1.860, data_time: 0.011, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7703, loss_cls: 2.1114, loss: 2.1114, grad_norm: 5.5910 2020-07-26 18:02:55,466 - mmaction - INFO - Epoch [21][2740/3757] lr: 1.000e-02, eta: 6 days, 3:44:18, time: 1.684, data_time: 0.008, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7359, loss_cls: 2.1158, loss: 2.1158, grad_norm: 5.4850 2020-07-26 18:03:31,629 - mmaction - INFO - Epoch [21][2760/3757] lr: 1.000e-02, eta: 6 days, 3:43:44, time: 1.811, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.1452, loss: 2.1452, grad_norm: 5.3496 2020-07-26 18:04:07,335 - mmaction - INFO - Epoch [21][2780/3757] lr: 1.000e-02, eta: 6 days, 3:43:08, time: 1.783, data_time: 0.172, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7156, loss_cls: 2.2526, loss: 2.2526, grad_norm: 5.7306 2020-07-26 18:04:40,796 - mmaction - INFO - Epoch [21][2800/3757] lr: 1.000e-02, eta: 6 days, 3:42:23, time: 1.670, data_time: 0.385, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7406, loss_cls: 2.1325, loss: 2.1325, grad_norm: 5.4918 2020-07-26 18:05:13,640 - mmaction - INFO - Epoch [21][2820/3757] lr: 1.000e-02, eta: 6 days, 3:41:37, time: 1.647, data_time: 0.064, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7492, loss_cls: 2.1291, loss: 2.1291, grad_norm: 5.6999 2020-07-26 18:05:47,414 - mmaction - INFO - Epoch [21][2840/3757] lr: 1.000e-02, eta: 6 days, 3:40:54, time: 1.689, data_time: 0.096, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7719, loss_cls: 2.0646, loss: 2.0646, grad_norm: 5.4817 2020-07-26 18:06:24,982 - mmaction - INFO - Epoch [21][2860/3757] lr: 1.000e-02, eta: 6 days, 3:40:25, time: 1.878, data_time: 0.415, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7492, loss_cls: 2.1957, loss: 2.1957, grad_norm: 5.5802 2020-07-26 18:06:58,459 - mmaction - INFO - Epoch [21][2880/3757] lr: 1.000e-02, eta: 6 days, 3:39:41, time: 1.674, data_time: 0.273, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1469, loss: 2.1469, grad_norm: 5.5178 2020-07-26 18:07:35,289 - mmaction - INFO - Epoch [21][2900/3757] lr: 1.000e-02, eta: 6 days, 3:39:09, time: 1.838, data_time: 0.009, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7695, loss_cls: 2.0943, loss: 2.0943, grad_norm: 5.5139 2020-07-26 18:08:10,949 - mmaction - INFO - Epoch [21][2920/3757] lr: 1.000e-02, eta: 6 days, 3:38:34, time: 1.786, data_time: 0.008, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7359, loss_cls: 2.2056, loss: 2.2056, grad_norm: 5.6055 2020-07-26 18:08:47,241 - mmaction - INFO - Epoch [21][2940/3757] lr: 1.000e-02, eta: 6 days, 3:38:00, time: 1.813, data_time: 0.009, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7344, loss_cls: 2.2354, loss: 2.2354, grad_norm: 5.4155 2020-07-26 18:09:20,617 - mmaction - INFO - Epoch [21][2960/3757] lr: 1.000e-02, eta: 6 days, 3:37:16, time: 1.671, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1521, loss: 2.1521, grad_norm: 5.4332 2020-07-26 18:09:55,845 - mmaction - INFO - Epoch [21][2980/3757] lr: 1.000e-02, eta: 6 days, 3:36:38, time: 1.755, data_time: 0.098, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7391, loss_cls: 2.1206, loss: 2.1206, grad_norm: 5.5460 2020-07-26 18:10:32,253 - mmaction - INFO - Epoch [21][3000/3757] lr: 1.000e-02, eta: 6 days, 3:36:05, time: 1.828, data_time: 0.290, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7430, loss_cls: 2.2210, loss: 2.2210, grad_norm: 5.6277 2020-07-26 18:11:08,245 - mmaction - INFO - Epoch [21][3020/3757] lr: 1.000e-02, eta: 6 days, 3:35:30, time: 1.793, data_time: 1.073, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7320, loss_cls: 2.1896, loss: 2.1896, grad_norm: 5.5840 2020-07-26 18:11:44,071 - mmaction - INFO - Epoch [21][3040/3757] lr: 1.000e-02, eta: 6 days, 3:34:55, time: 1.798, data_time: 0.882, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.1201, loss: 2.1201, grad_norm: 5.5018 2020-07-26 18:12:18,376 - mmaction - INFO - Epoch [21][3060/3757] lr: 1.000e-02, eta: 6 days, 3:34:13, time: 1.708, data_time: 0.400, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7375, loss_cls: 2.1532, loss: 2.1532, grad_norm: 5.5008 2020-07-26 18:12:51,737 - mmaction - INFO - Epoch [21][3080/3757] lr: 1.000e-02, eta: 6 days, 3:33:29, time: 1.668, data_time: 0.688, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7086, loss_cls: 2.2781, loss: 2.2781, grad_norm: 5.5250 2020-07-26 18:13:28,540 - mmaction - INFO - Epoch [21][3100/3757] lr: 1.000e-02, eta: 6 days, 3:32:57, time: 1.842, data_time: 0.940, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7461, loss_cls: 2.1745, loss: 2.1745, grad_norm: 5.6201 2020-07-26 18:14:03,741 - mmaction - INFO - Epoch [21][3120/3757] lr: 1.000e-02, eta: 6 days, 3:32:20, time: 1.764, data_time: 0.115, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7375, loss_cls: 2.1558, loss: 2.1558, grad_norm: 5.5343 2020-07-26 18:14:40,325 - mmaction - INFO - Epoch [21][3140/3757] lr: 1.000e-02, eta: 6 days, 3:31:47, time: 1.827, data_time: 0.009, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7258, loss_cls: 2.2320, loss: 2.2320, grad_norm: 5.5976 2020-07-26 18:15:14,223 - mmaction - INFO - Epoch [21][3160/3757] lr: 1.000e-02, eta: 6 days, 3:31:05, time: 1.694, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7500, loss_cls: 2.1922, loss: 2.1922, grad_norm: 5.5709 2020-07-26 18:15:48,026 - mmaction - INFO - Epoch [21][3180/3757] lr: 1.000e-02, eta: 6 days, 3:30:22, time: 1.695, data_time: 0.009, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7383, loss_cls: 2.1740, loss: 2.1740, grad_norm: 5.6221 2020-07-26 18:16:22,982 - mmaction - INFO - Epoch [21][3200/3757] lr: 1.000e-02, eta: 6 days, 3:29:43, time: 1.742, data_time: 0.305, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7180, loss_cls: 2.2301, loss: 2.2301, grad_norm: 5.3756 2020-07-26 18:16:57,099 - mmaction - INFO - Epoch [21][3220/3757] lr: 1.000e-02, eta: 6 days, 3:29:02, time: 1.711, data_time: 0.418, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7586, loss_cls: 2.0733, loss: 2.0733, grad_norm: 5.4361 2020-07-26 18:17:31,771 - mmaction - INFO - Epoch [21][3240/3757] lr: 1.000e-02, eta: 6 days, 3:28:21, time: 1.727, data_time: 0.298, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7375, loss_cls: 2.1854, loss: 2.1854, grad_norm: 5.5278 2020-07-26 18:18:06,728 - mmaction - INFO - Epoch [21][3260/3757] lr: 1.000e-02, eta: 6 days, 3:27:43, time: 1.754, data_time: 1.156, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7289, loss_cls: 2.2177, loss: 2.2177, grad_norm: 5.5217 2020-07-26 18:18:41,800 - mmaction - INFO - Epoch [21][3280/3757] lr: 1.000e-02, eta: 6 days, 3:27:05, time: 1.755, data_time: 1.162, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7609, loss_cls: 2.0680, loss: 2.0680, grad_norm: 5.4192 2020-07-26 18:19:19,660 - mmaction - INFO - Epoch [21][3300/3757] lr: 1.000e-02, eta: 6 days, 3:26:38, time: 1.892, data_time: 0.661, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.0873, loss: 2.0873, grad_norm: 5.3798 2020-07-26 18:19:52,146 - mmaction - INFO - Epoch [21][3320/3757] lr: 1.000e-02, eta: 6 days, 3:25:49, time: 1.618, data_time: 0.227, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7461, loss_cls: 2.1944, loss: 2.1944, grad_norm: 5.6030 2020-07-26 18:20:29,269 - mmaction - INFO - Epoch [21][3340/3757] lr: 1.000e-02, eta: 6 days, 3:25:19, time: 1.856, data_time: 0.692, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7625, loss_cls: 2.1011, loss: 2.1011, grad_norm: 5.5834 2020-07-26 18:21:05,758 - mmaction - INFO - Epoch [21][3360/3757] lr: 1.000e-02, eta: 6 days, 3:24:47, time: 1.831, data_time: 0.575, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7547, loss_cls: 2.1004, loss: 2.1004, grad_norm: 5.5884 2020-07-26 18:21:37,294 - mmaction - INFO - Epoch [21][3380/3757] lr: 1.000e-02, eta: 6 days, 3:23:55, time: 1.575, data_time: 0.155, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7445, loss_cls: 2.1297, loss: 2.1297, grad_norm: 5.4723 2020-07-26 18:22:14,059 - mmaction - INFO - Epoch [21][3400/3757] lr: 1.000e-02, eta: 6 days, 3:23:23, time: 1.841, data_time: 0.009, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7445, loss_cls: 2.1866, loss: 2.1866, grad_norm: 5.6866 2020-07-26 18:22:47,459 - mmaction - INFO - Epoch [21][3420/3757] lr: 1.000e-02, eta: 6 days, 3:22:39, time: 1.666, data_time: 0.008, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7695, loss_cls: 2.0273, loss: 2.0273, grad_norm: 5.4555 2020-07-26 18:23:23,232 - mmaction - INFO - Epoch [21][3440/3757] lr: 1.000e-02, eta: 6 days, 3:22:03, time: 1.792, data_time: 0.029, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7469, loss_cls: 2.1166, loss: 2.1166, grad_norm: 5.4945 2020-07-26 18:23:59,107 - mmaction - INFO - Epoch [21][3460/3757] lr: 1.000e-02, eta: 6 days, 3:21:28, time: 1.791, data_time: 0.004, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7375, loss_cls: 2.2139, loss: 2.2139, grad_norm: 5.7441 2020-07-26 18:24:33,427 - mmaction - INFO - Epoch [21][3480/3757] lr: 1.000e-02, eta: 6 days, 3:20:47, time: 1.713, data_time: 0.011, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.1743, loss: 2.1743, grad_norm: 5.5819 2020-07-26 18:25:07,857 - mmaction - INFO - Epoch [21][3500/3757] lr: 1.000e-02, eta: 6 days, 3:20:07, time: 1.728, data_time: 0.527, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7273, loss_cls: 2.2743, loss: 2.2743, grad_norm: 5.6908 2020-07-26 18:25:42,422 - mmaction - INFO - Epoch [21][3520/3757] lr: 1.000e-02, eta: 6 days, 3:19:27, time: 1.726, data_time: 1.104, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7570, loss_cls: 2.1344, loss: 2.1344, grad_norm: 5.3229 2020-07-26 18:26:17,955 - mmaction - INFO - Epoch [21][3540/3757] lr: 1.000e-02, eta: 6 days, 3:18:50, time: 1.778, data_time: 0.983, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.2571, loss: 2.2571, grad_norm: 5.5356 2020-07-26 18:26:54,539 - mmaction - INFO - Epoch [21][3560/3757] lr: 1.000e-02, eta: 6 days, 3:18:18, time: 1.824, data_time: 0.076, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.2183, loss: 2.2183, grad_norm: 5.4574 2020-07-26 18:27:30,242 - mmaction - INFO - Epoch [21][3580/3757] lr: 1.000e-02, eta: 6 days, 3:17:42, time: 1.789, data_time: 0.014, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7578, loss_cls: 2.1261, loss: 2.1261, grad_norm: 5.5553 2020-07-26 18:28:04,950 - mmaction - INFO - Epoch [21][3600/3757] lr: 1.000e-02, eta: 6 days, 3:17:03, time: 1.738, data_time: 0.016, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7344, loss_cls: 2.1795, loss: 2.1795, grad_norm: 5.4981 2020-07-26 18:28:37,600 - mmaction - INFO - Epoch [21][3620/3757] lr: 1.000e-02, eta: 6 days, 3:16:15, time: 1.632, data_time: 0.002, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7547, loss_cls: 2.1562, loss: 2.1562, grad_norm: 5.5465 2020-07-26 18:29:11,835 - mmaction - INFO - Epoch [21][3640/3757] lr: 1.000e-02, eta: 6 days, 3:15:34, time: 1.711, data_time: 0.008, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.1405, loss: 2.1405, grad_norm: 5.5437 2020-07-26 18:29:47,778 - mmaction - INFO - Epoch [21][3660/3757] lr: 1.000e-02, eta: 6 days, 3:14:59, time: 1.797, data_time: 0.004, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7172, loss_cls: 2.1852, loss: 2.1852, grad_norm: 5.4580 2020-07-26 18:30:24,582 - mmaction - INFO - Epoch [21][3680/3757] lr: 1.000e-02, eta: 6 days, 3:14:28, time: 1.838, data_time: 0.008, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7305, loss_cls: 2.1155, loss: 2.1155, grad_norm: 5.3788 2020-07-26 18:30:58,764 - mmaction - INFO - Epoch [21][3700/3757] lr: 1.000e-02, eta: 6 days, 3:13:46, time: 1.713, data_time: 0.013, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7391, loss_cls: 2.2224, loss: 2.2224, grad_norm: 5.6981 2020-07-26 18:31:35,501 - mmaction - INFO - Epoch [21][3720/3757] lr: 1.000e-02, eta: 6 days, 3:13:14, time: 1.830, data_time: 0.141, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7430, loss_cls: 2.1816, loss: 2.1816, grad_norm: 5.6785 2020-07-26 18:32:11,361 - mmaction - INFO - Epoch [21][3740/3757] lr: 1.000e-02, eta: 6 days, 3:12:39, time: 1.799, data_time: 0.010, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2365, loss: 2.2365, grad_norm: 5.6562 2020-07-26 18:32:34,186 - mmaction - INFO - Saving checkpoint at 21 epochs 2020-07-26 18:33:27,632 - mmaction - INFO - Epoch [22][20/3757] lr: 1.000e-02, eta: 6 days, 3:10:39, time: 2.583, data_time: 1.860, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7602, loss_cls: 2.0036, loss: 2.0036, grad_norm: 5.4247 2020-07-26 18:34:03,512 - mmaction - INFO - Epoch [22][40/3757] lr: 1.000e-02, eta: 6 days, 3:10:04, time: 1.797, data_time: 0.477, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7391, loss_cls: 2.1849, loss: 2.1849, grad_norm: 5.6641 2020-07-26 18:34:38,326 - mmaction - INFO - Epoch [22][60/3757] lr: 1.000e-02, eta: 6 days, 3:09:25, time: 1.734, data_time: 0.009, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7586, loss_cls: 2.0395, loss: 2.0395, grad_norm: 5.4201 2020-07-26 18:35:14,746 - mmaction - INFO - Epoch [22][80/3757] lr: 1.000e-02, eta: 6 days, 3:08:52, time: 1.823, data_time: 0.083, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7484, loss_cls: 2.1116, loss: 2.1116, grad_norm: 5.5930 2020-07-26 18:35:51,748 - mmaction - INFO - Epoch [22][100/3757] lr: 1.000e-02, eta: 6 days, 3:08:21, time: 1.856, data_time: 0.008, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7641, loss_cls: 2.0383, loss: 2.0383, grad_norm: 5.5316 2020-07-26 18:36:23,337 - mmaction - INFO - Epoch [22][120/3757] lr: 1.000e-02, eta: 6 days, 3:07:30, time: 1.576, data_time: 0.047, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7539, loss_cls: 2.1176, loss: 2.1176, grad_norm: 5.6442 2020-07-26 18:37:00,957 - mmaction - INFO - Epoch [22][140/3757] lr: 1.000e-02, eta: 6 days, 3:07:01, time: 1.878, data_time: 0.127, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.1515, loss: 2.1515, grad_norm: 5.7539 2020-07-26 18:37:37,347 - mmaction - INFO - Epoch [22][160/3757] lr: 1.000e-02, eta: 6 days, 3:06:28, time: 1.822, data_time: 0.009, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7562, loss_cls: 2.0716, loss: 2.0716, grad_norm: 5.4879 2020-07-26 18:38:09,417 - mmaction - INFO - Epoch [22][180/3757] lr: 1.000e-02, eta: 6 days, 3:05:39, time: 1.607, data_time: 0.011, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7461, loss_cls: 2.1129, loss: 2.1129, grad_norm: 5.6733 2020-07-26 18:38:43,077 - mmaction - INFO - Epoch [22][200/3757] lr: 1.000e-02, eta: 6 days, 3:04:56, time: 1.683, data_time: 0.008, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7531, loss_cls: 2.0533, loss: 2.0533, grad_norm: 5.4376 2020-07-26 18:39:19,957 - mmaction - INFO - Epoch [22][220/3757] lr: 1.000e-02, eta: 6 days, 3:04:25, time: 1.842, data_time: 0.002, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7578, loss_cls: 2.0762, loss: 2.0762, grad_norm: 5.6840 2020-07-26 18:39:54,431 - mmaction - INFO - Epoch [22][240/3757] lr: 1.000e-02, eta: 6 days, 3:03:44, time: 1.720, data_time: 0.010, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7547, loss_cls: 2.0835, loss: 2.0835, grad_norm: 5.4581 2020-07-26 18:40:29,703 - mmaction - INFO - Epoch [22][260/3757] lr: 1.000e-02, eta: 6 days, 3:03:07, time: 1.767, data_time: 0.017, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7648, loss_cls: 2.0821, loss: 2.0821, grad_norm: 5.4015 2020-07-26 18:41:04,583 - mmaction - INFO - Epoch [22][280/3757] lr: 1.000e-02, eta: 6 days, 3:02:28, time: 1.740, data_time: 0.127, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1115, loss: 2.1115, grad_norm: 5.5796 2020-07-26 18:41:39,309 - mmaction - INFO - Epoch [22][300/3757] lr: 1.000e-02, eta: 6 days, 3:01:48, time: 1.737, data_time: 0.009, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.1280, loss: 2.1280, grad_norm: 5.7052 2020-07-26 18:42:15,021 - mmaction - INFO - Epoch [22][320/3757] lr: 1.000e-02, eta: 6 days, 3:01:13, time: 1.791, data_time: 0.010, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7398, loss_cls: 2.1552, loss: 2.1552, grad_norm: 5.6460 2020-07-26 18:42:49,029 - mmaction - INFO - Epoch [22][340/3757] lr: 1.000e-02, eta: 6 days, 3:00:31, time: 1.694, data_time: 0.003, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7484, loss_cls: 2.1145, loss: 2.1145, grad_norm: 5.6034 2020-07-26 18:43:25,299 - mmaction - INFO - Epoch [22][360/3757] lr: 1.000e-02, eta: 6 days, 2:59:57, time: 1.814, data_time: 0.011, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7680, loss_cls: 2.0562, loss: 2.0562, grad_norm: 5.4789 2020-07-26 18:43:57,596 - mmaction - INFO - Epoch [22][380/3757] lr: 1.000e-02, eta: 6 days, 2:59:09, time: 1.621, data_time: 0.009, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7305, loss_cls: 2.1713, loss: 2.1713, grad_norm: 5.6398 2020-07-26 18:44:36,373 - mmaction - INFO - Epoch [22][400/3757] lr: 1.000e-02, eta: 6 days, 2:58:45, time: 1.940, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7391, loss_cls: 2.1006, loss: 2.1006, grad_norm: 5.5565 2020-07-26 18:45:07,079 - mmaction - INFO - Epoch [22][420/3757] lr: 1.000e-02, eta: 6 days, 2:57:51, time: 1.535, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7461, loss_cls: 2.1194, loss: 2.1194, grad_norm: 5.4866 2020-07-26 18:45:40,539 - mmaction - INFO - Epoch [22][440/3757] lr: 1.000e-02, eta: 6 days, 2:57:06, time: 1.671, data_time: 0.002, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7414, loss_cls: 2.1355, loss: 2.1355, grad_norm: 5.6594 2020-07-26 18:46:16,436 - mmaction - INFO - Epoch [22][460/3757] lr: 1.000e-02, eta: 6 days, 2:56:31, time: 1.793, data_time: 0.009, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7523, loss_cls: 2.0791, loss: 2.0791, grad_norm: 5.6736 2020-07-26 18:46:52,092 - mmaction - INFO - Epoch [22][480/3757] lr: 1.000e-02, eta: 6 days, 2:55:55, time: 1.784, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7508, loss_cls: 2.1675, loss: 2.1675, grad_norm: 5.7105 2020-07-26 18:47:26,933 - mmaction - INFO - Epoch [22][500/3757] lr: 1.000e-02, eta: 6 days, 2:55:17, time: 1.745, data_time: 0.007, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7469, loss_cls: 2.1886, loss: 2.1886, grad_norm: 5.7606 2020-07-26 18:48:03,315 - mmaction - INFO - Epoch [22][520/3757] lr: 1.000e-02, eta: 6 days, 2:54:43, time: 1.812, data_time: 0.008, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7367, loss_cls: 2.1794, loss: 2.1794, grad_norm: 5.6483 2020-07-26 18:48:38,443 - mmaction - INFO - Epoch [22][540/3757] lr: 1.000e-02, eta: 6 days, 2:54:06, time: 1.763, data_time: 0.364, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7312, loss_cls: 2.2076, loss: 2.2076, grad_norm: 5.7070 2020-07-26 18:49:13,674 - mmaction - INFO - Epoch [22][560/3757] lr: 1.000e-02, eta: 6 days, 2:53:28, time: 1.758, data_time: 0.589, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7453, loss_cls: 2.1450, loss: 2.1450, grad_norm: 5.5452 2020-07-26 18:49:47,977 - mmaction - INFO - Epoch [22][580/3757] lr: 1.000e-02, eta: 6 days, 2:52:47, time: 1.718, data_time: 0.188, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7367, loss_cls: 2.2041, loss: 2.2041, grad_norm: 5.5350 2020-07-26 18:50:22,256 - mmaction - INFO - Epoch [22][600/3757] lr: 1.000e-02, eta: 6 days, 2:52:06, time: 1.710, data_time: 0.008, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7320, loss_cls: 2.1758, loss: 2.1758, grad_norm: 5.4791 2020-07-26 18:50:58,214 - mmaction - INFO - Epoch [22][620/3757] lr: 1.000e-02, eta: 6 days, 2:51:31, time: 1.801, data_time: 0.010, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7414, loss_cls: 2.1477, loss: 2.1477, grad_norm: 5.5019 2020-07-26 18:51:36,587 - mmaction - INFO - Epoch [22][640/3757] lr: 1.000e-02, eta: 6 days, 2:51:05, time: 1.911, data_time: 0.028, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7438, loss_cls: 2.1300, loss: 2.1300, grad_norm: 5.4963 2020-07-26 18:52:09,276 - mmaction - INFO - Epoch [22][660/3757] lr: 1.000e-02, eta: 6 days, 2:50:19, time: 1.644, data_time: 0.023, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7734, loss_cls: 1.9927, loss: 1.9927, grad_norm: 5.5519 2020-07-26 18:52:43,980 - mmaction - INFO - Epoch [22][680/3757] lr: 1.000e-02, eta: 6 days, 2:49:39, time: 1.731, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7531, loss_cls: 2.0827, loss: 2.0827, grad_norm: 5.4319 2020-07-26 18:53:19,218 - mmaction - INFO - Epoch [22][700/3757] lr: 1.000e-02, eta: 6 days, 2:49:02, time: 1.765, data_time: 0.010, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7398, loss_cls: 2.1919, loss: 2.1919, grad_norm: 5.6417 2020-07-26 18:53:51,963 - mmaction - INFO - Epoch [22][720/3757] lr: 1.000e-02, eta: 6 days, 2:48:15, time: 1.637, data_time: 0.004, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.2090, loss: 2.2090, grad_norm: 5.4693 2020-07-26 18:54:27,564 - mmaction - INFO - Epoch [22][740/3757] lr: 1.000e-02, eta: 6 days, 2:47:39, time: 1.778, data_time: 0.010, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7570, loss_cls: 2.1276, loss: 2.1276, grad_norm: 5.5370 2020-07-26 18:55:01,749 - mmaction - INFO - Epoch [22][760/3757] lr: 1.000e-02, eta: 6 days, 2:46:58, time: 1.710, data_time: 0.086, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2235, loss: 2.2235, grad_norm: 5.6707 2020-07-26 18:55:34,944 - mmaction - INFO - Epoch [22][780/3757] lr: 1.000e-02, eta: 6 days, 2:46:13, time: 1.661, data_time: 0.356, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7469, loss_cls: 2.1525, loss: 2.1525, grad_norm: 5.3500 2020-07-26 18:56:11,677 - mmaction - INFO - Epoch [22][800/3757] lr: 1.000e-02, eta: 6 days, 2:45:41, time: 1.833, data_time: 0.455, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7461, loss_cls: 2.1350, loss: 2.1350, grad_norm: 5.5795 2020-07-26 18:56:46,975 - mmaction - INFO - Epoch [22][820/3757] lr: 1.000e-02, eta: 6 days, 2:45:04, time: 1.768, data_time: 0.009, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.0877, loss: 2.0877, grad_norm: 5.6094 2020-07-26 18:57:20,607 - mmaction - INFO - Epoch [22][840/3757] lr: 1.000e-02, eta: 6 days, 2:44:20, time: 1.674, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7422, loss_cls: 2.1810, loss: 2.1810, grad_norm: 5.4622 2020-07-26 18:57:56,504 - mmaction - INFO - Epoch [22][860/3757] lr: 1.000e-02, eta: 6 days, 2:43:46, time: 1.802, data_time: 0.027, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7508, loss_cls: 2.0872, loss: 2.0872, grad_norm: 5.4686 2020-07-26 18:58:32,597 - mmaction - INFO - Epoch [22][880/3757] lr: 1.000e-02, eta: 6 days, 2:43:11, time: 1.800, data_time: 0.009, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7523, loss_cls: 2.1124, loss: 2.1124, grad_norm: 5.4907 2020-07-26 18:59:08,322 - mmaction - INFO - Epoch [22][900/3757] lr: 1.000e-02, eta: 6 days, 2:42:36, time: 1.788, data_time: 0.233, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.0729, loss: 2.0729, grad_norm: 5.4535 2020-07-26 18:59:43,372 - mmaction - INFO - Epoch [22][920/3757] lr: 1.000e-02, eta: 6 days, 2:41:58, time: 1.755, data_time: 0.300, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7328, loss_cls: 2.1835, loss: 2.1835, grad_norm: 5.5052 2020-07-26 19:00:19,255 - mmaction - INFO - Epoch [22][940/3757] lr: 1.000e-02, eta: 6 days, 2:41:22, time: 1.784, data_time: 0.024, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7258, loss_cls: 2.1819, loss: 2.1819, grad_norm: 5.6864 2020-07-26 19:00:55,856 - mmaction - INFO - Epoch [22][960/3757] lr: 1.000e-02, eta: 6 days, 2:40:50, time: 1.840, data_time: 0.019, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7305, loss_cls: 2.2437, loss: 2.2437, grad_norm: 5.7750 2020-07-26 19:01:31,038 - mmaction - INFO - Epoch [22][980/3757] lr: 1.000e-02, eta: 6 days, 2:40:12, time: 1.755, data_time: 0.009, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7367, loss_cls: 2.1963, loss: 2.1963, grad_norm: 5.6242 2020-07-26 19:02:02,191 - mmaction - INFO - Epoch [22][1000/3757] lr: 1.000e-02, eta: 6 days, 2:39:20, time: 1.562, data_time: 0.008, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7367, loss_cls: 2.1422, loss: 2.1422, grad_norm: 5.5749 2020-07-26 19:02:37,772 - mmaction - INFO - Epoch [22][1020/3757] lr: 1.000e-02, eta: 6 days, 2:38:44, time: 1.776, data_time: 0.009, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7508, loss_cls: 2.1203, loss: 2.1203, grad_norm: 5.4511 2020-07-26 19:03:14,183 - mmaction - INFO - Epoch [22][1040/3757] lr: 1.000e-02, eta: 6 days, 2:38:11, time: 1.823, data_time: 0.009, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7820, loss_cls: 1.9867, loss: 1.9867, grad_norm: 5.4679 2020-07-26 19:03:51,198 - mmaction - INFO - Epoch [22][1060/3757] lr: 1.000e-02, eta: 6 days, 2:37:40, time: 1.853, data_time: 0.012, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7219, loss_cls: 2.2075, loss: 2.2075, grad_norm: 5.7153 2020-07-26 19:04:26,479 - mmaction - INFO - Epoch [22][1080/3757] lr: 1.000e-02, eta: 6 days, 2:37:03, time: 1.758, data_time: 0.339, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7281, loss_cls: 2.2043, loss: 2.2043, grad_norm: 5.6390 2020-07-26 19:04:57,101 - mmaction - INFO - Epoch [22][1100/3757] lr: 1.000e-02, eta: 6 days, 2:36:08, time: 1.536, data_time: 0.058, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7312, loss_cls: 2.2270, loss: 2.2270, grad_norm: 5.7728 2020-07-26 19:05:31,641 - mmaction - INFO - Epoch [22][1120/3757] lr: 1.000e-02, eta: 6 days, 2:35:28, time: 1.723, data_time: 0.108, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7258, loss_cls: 2.2289, loss: 2.2289, grad_norm: 5.6399 2020-07-26 19:06:08,538 - mmaction - INFO - Epoch [22][1140/3757] lr: 1.000e-02, eta: 6 days, 2:34:57, time: 1.847, data_time: 0.007, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7586, loss_cls: 2.1745, loss: 2.1745, grad_norm: 5.7873 2020-07-26 19:06:41,960 - mmaction - INFO - Epoch [22][1160/3757] lr: 1.000e-02, eta: 6 days, 2:34:13, time: 1.667, data_time: 0.011, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7523, loss_cls: 2.1323, loss: 2.1323, grad_norm: 5.6300 2020-07-26 19:07:16,511 - mmaction - INFO - Epoch [22][1180/3757] lr: 1.000e-02, eta: 6 days, 2:33:33, time: 1.733, data_time: 0.024, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.1799, loss: 2.1799, grad_norm: 5.4668 2020-07-26 19:07:52,387 - mmaction - INFO - Epoch [22][1200/3757] lr: 1.000e-02, eta: 6 days, 2:32:58, time: 1.791, data_time: 0.009, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7320, loss_cls: 2.1583, loss: 2.1583, grad_norm: 5.6235 2020-07-26 19:08:26,682 - mmaction - INFO - Epoch [22][1220/3757] lr: 1.000e-02, eta: 6 days, 2:32:17, time: 1.718, data_time: 0.007, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7328, loss_cls: 2.1511, loss: 2.1511, grad_norm: 5.4452 2020-07-26 19:09:00,777 - mmaction - INFO - Epoch [22][1240/3757] lr: 1.000e-02, eta: 6 days, 2:31:35, time: 1.698, data_time: 0.008, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7570, loss_cls: 2.0715, loss: 2.0715, grad_norm: 5.4960 2020-07-26 19:09:37,709 - mmaction - INFO - Epoch [22][1260/3757] lr: 1.000e-02, eta: 6 days, 2:31:05, time: 1.853, data_time: 0.029, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7398, loss_cls: 2.1687, loss: 2.1687, grad_norm: 5.7478 2020-07-26 19:10:12,579 - mmaction - INFO - Epoch [22][1280/3757] lr: 1.000e-02, eta: 6 days, 2:30:26, time: 1.744, data_time: 0.019, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7312, loss_cls: 2.1978, loss: 2.1978, grad_norm: 5.6366 2020-07-26 19:10:47,109 - mmaction - INFO - Epoch [22][1300/3757] lr: 1.000e-02, eta: 6 days, 2:29:46, time: 1.725, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7406, loss_cls: 2.0970, loss: 2.0970, grad_norm: 5.4682 2020-07-26 19:11:22,806 - mmaction - INFO - Epoch [22][1320/3757] lr: 1.000e-02, eta: 6 days, 2:29:10, time: 1.778, data_time: 0.018, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7469, loss_cls: 2.1445, loss: 2.1445, grad_norm: 5.6269 2020-07-26 19:11:58,934 - mmaction - INFO - Epoch [22][1340/3757] lr: 1.000e-02, eta: 6 days, 2:28:36, time: 1.813, data_time: 0.011, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7430, loss_cls: 2.1572, loss: 2.1572, grad_norm: 5.6618 2020-07-26 19:12:35,524 - mmaction - INFO - Epoch [22][1360/3757] lr: 1.000e-02, eta: 6 days, 2:28:03, time: 1.824, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7305, loss_cls: 2.1575, loss: 2.1575, grad_norm: 5.5141 2020-07-26 19:13:09,980 - mmaction - INFO - Epoch [22][1380/3757] lr: 1.000e-02, eta: 6 days, 2:27:23, time: 1.726, data_time: 0.010, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.1475, loss: 2.1475, grad_norm: 5.4834 2020-07-26 19:13:44,667 - mmaction - INFO - Epoch [22][1400/3757] lr: 1.000e-02, eta: 6 days, 2:26:44, time: 1.738, data_time: 0.006, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7523, loss_cls: 2.1532, loss: 2.1532, grad_norm: 5.5886 2020-07-26 19:14:20,068 - mmaction - INFO - Epoch [22][1420/3757] lr: 1.000e-02, eta: 6 days, 2:26:07, time: 1.762, data_time: 0.008, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7445, loss_cls: 2.1326, loss: 2.1326, grad_norm: 5.6216 2020-07-26 19:14:54,828 - mmaction - INFO - Epoch [22][1440/3757] lr: 1.000e-02, eta: 6 days, 2:25:28, time: 1.744, data_time: 0.017, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7305, loss_cls: 2.1900, loss: 2.1900, grad_norm: 5.7964 2020-07-26 19:15:28,894 - mmaction - INFO - Epoch [22][1460/3757] lr: 1.000e-02, eta: 6 days, 2:24:46, time: 1.697, data_time: 0.010, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7438, loss_cls: 2.1584, loss: 2.1584, grad_norm: 5.7678 2020-07-26 19:16:02,279 - mmaction - INFO - Epoch [22][1480/3757] lr: 1.000e-02, eta: 6 days, 2:24:02, time: 1.676, data_time: 0.010, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7406, loss_cls: 2.1101, loss: 2.1101, grad_norm: 5.6160 2020-07-26 19:16:40,853 - mmaction - INFO - Epoch [22][1500/3757] lr: 1.000e-02, eta: 6 days, 2:23:37, time: 1.926, data_time: 0.008, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7414, loss_cls: 2.1316, loss: 2.1316, grad_norm: 5.5823 2020-07-26 19:17:17,932 - mmaction - INFO - Epoch [22][1520/3757] lr: 1.000e-02, eta: 6 days, 2:23:07, time: 1.858, data_time: 0.021, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7508, loss_cls: 2.1349, loss: 2.1349, grad_norm: 5.7104 2020-07-26 19:17:53,343 - mmaction - INFO - Epoch [22][1540/3757] lr: 1.000e-02, eta: 6 days, 2:22:29, time: 1.763, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7555, loss_cls: 2.1105, loss: 2.1105, grad_norm: 5.7038 2020-07-26 19:18:24,628 - mmaction - INFO - Epoch [22][1560/3757] lr: 1.000e-02, eta: 6 days, 2:21:38, time: 1.571, data_time: 0.009, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7383, loss_cls: 2.1910, loss: 2.1910, grad_norm: 5.7448 2020-07-26 19:18:59,613 - mmaction - INFO - Epoch [22][1580/3757] lr: 1.000e-02, eta: 6 days, 2:20:59, time: 1.741, data_time: 0.492, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7516, loss_cls: 2.1626, loss: 2.1626, grad_norm: 5.6262 2020-07-26 19:19:33,642 - mmaction - INFO - Epoch [22][1600/3757] lr: 1.000e-02, eta: 6 days, 2:20:18, time: 1.708, data_time: 0.812, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.2554, loss: 2.2554, grad_norm: 5.5034 2020-07-26 19:20:09,193 - mmaction - INFO - Epoch [22][1620/3757] lr: 1.000e-02, eta: 6 days, 2:19:42, time: 1.778, data_time: 0.654, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7422, loss_cls: 2.1456, loss: 2.1456, grad_norm: 5.6040 2020-07-26 19:20:46,069 - mmaction - INFO - Epoch [22][1640/3757] lr: 1.000e-02, eta: 6 days, 2:19:10, time: 1.844, data_time: 0.092, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7336, loss_cls: 2.1523, loss: 2.1523, grad_norm: 5.6304 2020-07-26 19:21:19,781 - mmaction - INFO - Epoch [22][1660/3757] lr: 1.000e-02, eta: 6 days, 2:18:27, time: 1.683, data_time: 0.008, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7547, loss_cls: 2.1701, loss: 2.1701, grad_norm: 5.5550 2020-07-26 19:21:55,088 - mmaction - INFO - Epoch [22][1680/3757] lr: 1.000e-02, eta: 6 days, 2:17:50, time: 1.765, data_time: 0.176, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1378, loss: 2.1378, grad_norm: 5.5349 2020-07-26 19:22:29,722 - mmaction - INFO - Epoch [22][1700/3757] lr: 1.000e-02, eta: 6 days, 2:17:10, time: 1.726, data_time: 0.090, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7383, loss_cls: 2.1746, loss: 2.1746, grad_norm: 5.5969 2020-07-26 19:23:02,747 - mmaction - INFO - Epoch [22][1720/3757] lr: 1.000e-02, eta: 6 days, 2:16:25, time: 1.660, data_time: 0.424, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7266, loss_cls: 2.2127, loss: 2.2127, grad_norm: 5.8230 2020-07-26 19:23:39,150 - mmaction - INFO - Epoch [22][1740/3757] lr: 1.000e-02, eta: 6 days, 2:15:52, time: 1.821, data_time: 0.003, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7406, loss_cls: 2.1684, loss: 2.1684, grad_norm: 5.7383 2020-07-26 19:24:16,927 - mmaction - INFO - Epoch [22][1760/3757] lr: 1.000e-02, eta: 6 days, 2:15:24, time: 1.885, data_time: 0.078, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7492, loss_cls: 2.1010, loss: 2.1010, grad_norm: 5.5288 2020-07-26 19:24:54,453 - mmaction - INFO - Epoch [22][1780/3757] lr: 1.000e-02, eta: 6 days, 2:14:55, time: 1.880, data_time: 0.905, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7445, loss_cls: 2.1447, loss: 2.1447, grad_norm: 5.5420 2020-07-26 19:25:31,303 - mmaction - INFO - Epoch [22][1800/3757] lr: 1.000e-02, eta: 6 days, 2:14:23, time: 1.835, data_time: 0.153, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7523, loss_cls: 2.1193, loss: 2.1193, grad_norm: 5.5454 2020-07-26 19:26:03,562 - mmaction - INFO - Epoch [22][1820/3757] lr: 1.000e-02, eta: 6 days, 2:13:35, time: 1.620, data_time: 0.011, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7406, loss_cls: 2.1366, loss: 2.1366, grad_norm: 5.6386 2020-07-26 19:26:39,919 - mmaction - INFO - Epoch [22][1840/3757] lr: 1.000e-02, eta: 6 days, 2:13:02, time: 1.819, data_time: 0.010, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7359, loss_cls: 2.1577, loss: 2.1577, grad_norm: 5.5433 2020-07-26 19:27:12,106 - mmaction - INFO - Epoch [22][1860/3757] lr: 1.000e-02, eta: 6 days, 2:12:14, time: 1.610, data_time: 0.002, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7305, loss_cls: 2.1376, loss: 2.1376, grad_norm: 5.4396 2020-07-26 19:27:45,704 - mmaction - INFO - Epoch [22][1880/3757] lr: 1.000e-02, eta: 6 days, 2:11:30, time: 1.673, data_time: 0.194, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7406, loss_cls: 2.1286, loss: 2.1286, grad_norm: 5.6186 2020-07-26 19:28:24,142 - mmaction - INFO - Epoch [22][1900/3757] lr: 1.000e-02, eta: 6 days, 2:11:05, time: 1.927, data_time: 0.205, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7359, loss_cls: 2.1513, loss: 2.1513, grad_norm: 5.5761 2020-07-26 19:28:57,211 - mmaction - INFO - Epoch [22][1920/3757] lr: 1.000e-02, eta: 6 days, 2:10:19, time: 1.649, data_time: 0.224, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7336, loss_cls: 2.1523, loss: 2.1523, grad_norm: 5.5196 2020-07-26 19:29:34,111 - mmaction - INFO - Epoch [22][1940/3757] lr: 1.000e-02, eta: 6 days, 2:09:48, time: 1.851, data_time: 0.183, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7422, loss_cls: 2.1744, loss: 2.1744, grad_norm: 5.5632 2020-07-26 19:30:09,230 - mmaction - INFO - Epoch [22][1960/3757] lr: 1.000e-02, eta: 6 days, 2:09:10, time: 1.753, data_time: 0.175, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7555, loss_cls: 2.0754, loss: 2.0754, grad_norm: 5.3999 2020-07-26 19:30:46,694 - mmaction - INFO - Epoch [22][1980/3757] lr: 1.000e-02, eta: 6 days, 2:08:41, time: 1.876, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.1074, loss: 2.1074, grad_norm: 5.5529 2020-07-26 19:31:20,433 - mmaction - INFO - Epoch [22][2000/3757] lr: 1.000e-02, eta: 6 days, 2:07:58, time: 1.683, data_time: 0.009, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7438, loss_cls: 2.1279, loss: 2.1279, grad_norm: 5.5626 2020-07-26 19:31:57,522 - mmaction - INFO - Epoch [22][2020/3757] lr: 1.000e-02, eta: 6 days, 2:07:27, time: 1.851, data_time: 0.005, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7320, loss_cls: 2.1958, loss: 2.1958, grad_norm: 5.5215 2020-07-26 19:32:32,352 - mmaction - INFO - Epoch [22][2040/3757] lr: 1.000e-02, eta: 6 days, 2:06:49, time: 1.745, data_time: 0.017, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7461, loss_cls: 2.1692, loss: 2.1692, grad_norm: 5.4884 2020-07-26 19:33:07,689 - mmaction - INFO - Epoch [22][2060/3757] lr: 1.000e-02, eta: 6 days, 2:06:12, time: 1.768, data_time: 0.010, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7438, loss_cls: 2.1418, loss: 2.1418, grad_norm: 5.6031 2020-07-26 19:33:42,659 - mmaction - INFO - Epoch [22][2080/3757] lr: 1.000e-02, eta: 6 days, 2:05:33, time: 1.748, data_time: 0.004, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.1333, loss: 2.1333, grad_norm: 5.4275 2020-07-26 19:34:18,994 - mmaction - INFO - Epoch [22][2100/3757] lr: 1.000e-02, eta: 6 days, 2:05:00, time: 1.811, data_time: 0.011, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7500, loss_cls: 2.0608, loss: 2.0608, grad_norm: 5.3982 2020-07-26 19:34:51,067 - mmaction - INFO - Epoch [22][2120/3757] lr: 1.000e-02, eta: 6 days, 2:04:11, time: 1.612, data_time: 0.011, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7516, loss_cls: 2.1029, loss: 2.1029, grad_norm: 5.3975 2020-07-26 19:35:28,958 - mmaction - INFO - Epoch [22][2140/3757] lr: 1.000e-02, eta: 6 days, 2:03:44, time: 1.891, data_time: 0.766, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7336, loss_cls: 2.1692, loss: 2.1692, grad_norm: 5.5335 2020-07-26 19:36:02,441 - mmaction - INFO - Epoch [22][2160/3757] lr: 1.000e-02, eta: 6 days, 2:03:00, time: 1.676, data_time: 0.384, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7469, loss_cls: 2.1276, loss: 2.1276, grad_norm: 5.6303 2020-07-26 19:36:40,008 - mmaction - INFO - Epoch [22][2180/3757] lr: 1.000e-02, eta: 6 days, 2:02:31, time: 1.877, data_time: 0.177, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7469, loss_cls: 2.0931, loss: 2.0931, grad_norm: 5.4770 2020-07-26 19:37:12,709 - mmaction - INFO - Epoch [22][2200/3757] lr: 1.000e-02, eta: 6 days, 2:01:45, time: 1.638, data_time: 0.010, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7469, loss_cls: 2.1422, loss: 2.1422, grad_norm: 5.5066 2020-07-26 19:37:49,008 - mmaction - INFO - Epoch [22][2220/3757] lr: 1.000e-02, eta: 6 days, 2:01:11, time: 1.809, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7688, loss_cls: 2.0797, loss: 2.0797, grad_norm: 5.4057 2020-07-26 19:38:24,606 - mmaction - INFO - Epoch [22][2240/3757] lr: 1.000e-02, eta: 6 days, 2:00:35, time: 1.785, data_time: 0.009, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7141, loss_cls: 2.2452, loss: 2.2452, grad_norm: 5.4730 2020-07-26 19:39:00,221 - mmaction - INFO - Epoch [22][2260/3757] lr: 1.000e-02, eta: 6 days, 1:59:59, time: 1.782, data_time: 0.009, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7328, loss_cls: 2.1794, loss: 2.1794, grad_norm: 5.6189 2020-07-26 19:39:32,683 - mmaction - INFO - Epoch [22][2280/3757] lr: 1.000e-02, eta: 6 days, 1:59:12, time: 1.622, data_time: 0.003, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7430, loss_cls: 2.2020, loss: 2.2020, grad_norm: 5.6603 2020-07-26 19:40:09,985 - mmaction - INFO - Epoch [22][2300/3757] lr: 1.000e-02, eta: 6 days, 1:58:42, time: 1.867, data_time: 0.014, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7227, loss_cls: 2.2628, loss: 2.2628, grad_norm: 5.7425 2020-07-26 19:40:45,263 - mmaction - INFO - Epoch [22][2320/3757] lr: 1.000e-02, eta: 6 days, 1:58:05, time: 1.762, data_time: 0.002, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7367, loss_cls: 2.1987, loss: 2.1987, grad_norm: 5.6628 2020-07-26 19:41:17,208 - mmaction - INFO - Epoch [22][2340/3757] lr: 1.000e-02, eta: 6 days, 1:57:15, time: 1.596, data_time: 0.206, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7398, loss_cls: 2.1847, loss: 2.1847, grad_norm: 5.6074 2020-07-26 19:41:57,878 - mmaction - INFO - Epoch [22][2360/3757] lr: 1.000e-02, eta: 6 days, 1:56:58, time: 2.033, data_time: 0.047, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7477, loss_cls: 2.1476, loss: 2.1476, grad_norm: 5.5144 2020-07-26 19:42:32,062 - mmaction - INFO - Epoch [22][2380/3757] lr: 1.000e-02, eta: 6 days, 1:56:17, time: 1.709, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.1032, loss: 2.1032, grad_norm: 5.3652 2020-07-26 19:43:08,254 - mmaction - INFO - Epoch [22][2400/3757] lr: 1.000e-02, eta: 6 days, 1:55:43, time: 1.812, data_time: 0.005, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7438, loss_cls: 2.2000, loss: 2.2000, grad_norm: 5.5887 2020-07-26 19:43:42,260 - mmaction - INFO - Epoch [22][2420/3757] lr: 1.000e-02, eta: 6 days, 1:55:01, time: 1.700, data_time: 0.003, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7586, loss_cls: 2.0608, loss: 2.0608, grad_norm: 5.3644 2020-07-26 19:44:14,868 - mmaction - INFO - Epoch [22][2440/3757] lr: 1.000e-02, eta: 6 days, 1:54:14, time: 1.631, data_time: 0.203, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7523, loss_cls: 2.0795, loss: 2.0795, grad_norm: 5.4244 2020-07-26 19:44:51,551 - mmaction - INFO - Epoch [22][2460/3757] lr: 1.000e-02, eta: 6 days, 1:53:42, time: 1.830, data_time: 0.336, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7672, loss_cls: 2.0602, loss: 2.0602, grad_norm: 5.6363 2020-07-26 19:45:26,298 - mmaction - INFO - Epoch [22][2480/3757] lr: 1.000e-02, eta: 6 days, 1:53:03, time: 1.735, data_time: 0.008, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7492, loss_cls: 2.0830, loss: 2.0830, grad_norm: 5.6217 2020-07-26 19:46:00,272 - mmaction - INFO - Epoch [22][2500/3757] lr: 1.000e-02, eta: 6 days, 1:52:21, time: 1.706, data_time: 0.094, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1632, loss: 2.1632, grad_norm: 5.6840 2020-07-26 19:46:36,405 - mmaction - INFO - Epoch [22][2520/3757] lr: 1.000e-02, eta: 6 days, 1:51:47, time: 1.805, data_time: 0.297, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7703, loss_cls: 2.0625, loss: 2.0625, grad_norm: 5.4099 2020-07-26 19:47:12,808 - mmaction - INFO - Epoch [22][2540/3757] lr: 1.000e-02, eta: 6 days, 1:51:14, time: 1.821, data_time: 0.145, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7414, loss_cls: 2.1904, loss: 2.1904, grad_norm: 5.5020 2020-07-26 19:47:46,128 - mmaction - INFO - Epoch [22][2560/3757] lr: 1.000e-02, eta: 6 days, 1:50:30, time: 1.666, data_time: 0.203, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.1947, loss: 2.1947, grad_norm: 5.4791 2020-07-26 19:48:20,643 - mmaction - INFO - Epoch [22][2580/3757] lr: 1.000e-02, eta: 6 days, 1:49:49, time: 1.721, data_time: 0.918, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7516, loss_cls: 2.1159, loss: 2.1159, grad_norm: 5.5146 2020-07-26 19:48:52,921 - mmaction - INFO - Epoch [22][2600/3757] lr: 1.000e-02, eta: 6 days, 1:49:02, time: 1.619, data_time: 0.919, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7461, loss_cls: 2.1241, loss: 2.1241, grad_norm: 5.5841 2020-07-26 19:49:33,606 - mmaction - INFO - Epoch [22][2620/3757] lr: 1.000e-02, eta: 6 days, 1:48:44, time: 2.032, data_time: 0.023, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7383, loss_cls: 2.2257, loss: 2.2257, grad_norm: 5.8907 2020-07-26 19:50:07,480 - mmaction - INFO - Epoch [22][2640/3757] lr: 1.000e-02, eta: 6 days, 1:48:02, time: 1.692, data_time: 0.007, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7508, loss_cls: 2.1225, loss: 2.1225, grad_norm: 5.4262 2020-07-26 19:50:42,543 - mmaction - INFO - Epoch [22][2660/3757] lr: 1.000e-02, eta: 6 days, 1:47:24, time: 1.756, data_time: 0.011, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7367, loss_cls: 2.1751, loss: 2.1751, grad_norm: 5.5034 2020-07-26 19:51:18,779 - mmaction - INFO - Epoch [22][2680/3757] lr: 1.000e-02, eta: 6 days, 1:46:50, time: 1.814, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.2140, loss: 2.2140, grad_norm: 5.7014 2020-07-26 19:51:54,213 - mmaction - INFO - Epoch [22][2700/3757] lr: 1.000e-02, eta: 6 days, 1:46:13, time: 1.763, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7531, loss_cls: 2.1252, loss: 2.1252, grad_norm: 5.6567 2020-07-26 19:52:26,919 - mmaction - INFO - Epoch [22][2720/3757] lr: 1.000e-02, eta: 6 days, 1:45:27, time: 1.641, data_time: 0.019, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7648, loss_cls: 2.0714, loss: 2.0714, grad_norm: 5.4965 2020-07-26 19:52:59,444 - mmaction - INFO - Epoch [22][2740/3757] lr: 1.000e-02, eta: 6 days, 1:44:40, time: 1.629, data_time: 0.080, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7398, loss_cls: 2.1551, loss: 2.1551, grad_norm: 5.6999 2020-07-26 19:53:36,381 - mmaction - INFO - Epoch [22][2760/3757] lr: 1.000e-02, eta: 6 days, 1:44:09, time: 1.847, data_time: 0.003, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7242, loss_cls: 2.2414, loss: 2.2414, grad_norm: 5.7216 2020-07-26 19:54:11,377 - mmaction - INFO - Epoch [22][2780/3757] lr: 1.000e-02, eta: 6 days, 1:43:31, time: 1.749, data_time: 0.406, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2352, loss: 2.2352, grad_norm: 5.7488 2020-07-26 19:54:46,459 - mmaction - INFO - Epoch [22][2800/3757] lr: 1.000e-02, eta: 6 days, 1:42:53, time: 1.754, data_time: 0.390, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.1686, loss: 2.1686, grad_norm: 5.5424 2020-07-26 19:55:22,497 - mmaction - INFO - Epoch [22][2820/3757] lr: 1.000e-02, eta: 6 days, 1:42:18, time: 1.796, data_time: 1.011, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7242, loss_cls: 2.2932, loss: 2.2932, grad_norm: 5.7165 2020-07-26 19:55:56,066 - mmaction - INFO - Epoch [22][2840/3757] lr: 1.000e-02, eta: 6 days, 1:41:35, time: 1.684, data_time: 0.466, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7320, loss_cls: 2.2473, loss: 2.2473, grad_norm: 5.6257 2020-07-26 19:56:33,741 - mmaction - INFO - Epoch [22][2860/3757] lr: 1.000e-02, eta: 6 days, 1:41:06, time: 1.881, data_time: 0.852, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7438, loss_cls: 2.1680, loss: 2.1680, grad_norm: 5.7090 2020-07-26 19:57:06,748 - mmaction - INFO - Epoch [22][2880/3757] lr: 1.000e-02, eta: 6 days, 1:40:21, time: 1.654, data_time: 0.585, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.1179, loss: 2.1179, grad_norm: 5.4989 2020-07-26 19:57:43,864 - mmaction - INFO - Epoch [22][2900/3757] lr: 1.000e-02, eta: 6 days, 1:39:50, time: 1.849, data_time: 0.008, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7203, loss_cls: 2.2819, loss: 2.2819, grad_norm: 5.6885 2020-07-26 19:58:17,281 - mmaction - INFO - Epoch [22][2920/3757] lr: 1.000e-02, eta: 6 days, 1:39:07, time: 1.678, data_time: 0.010, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7422, loss_cls: 2.1711, loss: 2.1711, grad_norm: 5.5691 2020-07-26 19:58:51,727 - mmaction - INFO - Epoch [22][2940/3757] lr: 1.000e-02, eta: 6 days, 1:38:27, time: 1.718, data_time: 0.019, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7508, loss_cls: 2.1386, loss: 2.1386, grad_norm: 5.5111 2020-07-26 19:59:28,270 - mmaction - INFO - Epoch [22][2960/3757] lr: 1.000e-02, eta: 6 days, 1:37:54, time: 1.830, data_time: 0.009, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.1312, loss: 2.1312, grad_norm: 5.6745 2020-07-26 20:00:03,990 - mmaction - INFO - Epoch [22][2980/3757] lr: 1.000e-02, eta: 6 days, 1:37:18, time: 1.782, data_time: 0.009, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7547, loss_cls: 2.0259, loss: 2.0259, grad_norm: 5.3239 2020-07-26 20:00:37,051 - mmaction - INFO - Epoch [22][3000/3757] lr: 1.000e-02, eta: 6 days, 1:36:33, time: 1.646, data_time: 0.411, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7359, loss_cls: 2.1851, loss: 2.1851, grad_norm: 5.6513 2020-07-26 20:01:14,907 - mmaction - INFO - Epoch [22][3020/3757] lr: 1.000e-02, eta: 6 days, 1:36:06, time: 1.906, data_time: 0.051, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7445, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.4636 2020-07-26 20:01:49,552 - mmaction - INFO - Epoch [22][3040/3757] lr: 1.000e-02, eta: 6 days, 1:35:26, time: 1.726, data_time: 0.075, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7367, loss_cls: 2.2005, loss: 2.2005, grad_norm: 5.6949 2020-07-26 20:02:24,917 - mmaction - INFO - Epoch [22][3060/3757] lr: 1.000e-02, eta: 6 days, 1:34:50, time: 1.773, data_time: 0.135, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7570, loss_cls: 2.0390, loss: 2.0390, grad_norm: 5.3155 2020-07-26 20:02:58,788 - mmaction - INFO - Epoch [22][3080/3757] lr: 1.000e-02, eta: 6 days, 1:34:07, time: 1.694, data_time: 0.443, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1520, loss: 2.1520, grad_norm: 5.5743 2020-07-26 20:03:38,108 - mmaction - INFO - Epoch [22][3100/3757] lr: 1.000e-02, eta: 6 days, 1:33:44, time: 1.961, data_time: 0.599, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.1488, loss: 2.1488, grad_norm: 5.6632 2020-07-26 20:04:08,789 - mmaction - INFO - Epoch [22][3120/3757] lr: 1.000e-02, eta: 6 days, 1:32:51, time: 1.540, data_time: 0.558, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7336, loss_cls: 2.1907, loss: 2.1907, grad_norm: 5.5739 2020-07-26 20:04:45,726 - mmaction - INFO - Epoch [22][3140/3757] lr: 1.000e-02, eta: 6 days, 1:32:20, time: 1.843, data_time: 0.009, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7789, loss_cls: 2.0240, loss: 2.0240, grad_norm: 5.4179 2020-07-26 20:05:17,673 - mmaction - INFO - Epoch [22][3160/3757] lr: 1.000e-02, eta: 6 days, 1:31:31, time: 1.598, data_time: 0.009, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7539, loss_cls: 2.1711, loss: 2.1711, grad_norm: 5.6603 2020-07-26 20:05:54,894 - mmaction - INFO - Epoch [22][3180/3757] lr: 1.000e-02, eta: 6 days, 1:31:01, time: 1.863, data_time: 0.577, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7281, loss_cls: 2.2250, loss: 2.2250, grad_norm: 5.6634 2020-07-26 20:06:30,397 - mmaction - INFO - Epoch [22][3200/3757] lr: 1.000e-02, eta: 6 days, 1:30:24, time: 1.766, data_time: 0.865, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7320, loss_cls: 2.2142, loss: 2.2142, grad_norm: 5.5345 2020-07-26 20:07:04,374 - mmaction - INFO - Epoch [22][3220/3757] lr: 1.000e-02, eta: 6 days, 1:29:43, time: 1.707, data_time: 0.100, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.1408, loss: 2.1408, grad_norm: 5.4912 2020-07-26 20:07:38,438 - mmaction - INFO - Epoch [22][3240/3757] lr: 1.000e-02, eta: 6 days, 1:29:01, time: 1.704, data_time: 0.013, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7555, loss_cls: 2.0779, loss: 2.0779, grad_norm: 5.5005 2020-07-26 20:08:15,260 - mmaction - INFO - Epoch [22][3260/3757] lr: 1.000e-02, eta: 6 days, 1:28:30, time: 1.841, data_time: 0.003, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.0889, loss: 2.0889, grad_norm: 5.5448 2020-07-26 20:08:51,698 - mmaction - INFO - Epoch [22][3280/3757] lr: 1.000e-02, eta: 6 days, 1:27:57, time: 1.822, data_time: 0.004, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7523, loss_cls: 2.1085, loss: 2.1085, grad_norm: 5.5369 2020-07-26 20:09:29,772 - mmaction - INFO - Epoch [22][3300/3757] lr: 1.000e-02, eta: 6 days, 1:27:29, time: 1.905, data_time: 0.003, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7430, loss_cls: 2.1731, loss: 2.1731, grad_norm: 5.5593 2020-07-26 20:10:00,730 - mmaction - INFO - Epoch [22][3320/3757] lr: 1.000e-02, eta: 6 days, 1:26:36, time: 1.541, data_time: 0.005, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7383, loss_cls: 2.1754, loss: 2.1754, grad_norm: 5.5311 2020-07-26 20:10:34,646 - mmaction - INFO - Epoch [22][3340/3757] lr: 1.000e-02, eta: 6 days, 1:25:55, time: 1.703, data_time: 0.018, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7547, loss_cls: 2.1081, loss: 2.1081, grad_norm: 5.3184 2020-07-26 20:11:10,787 - mmaction - INFO - Epoch [22][3360/3757] lr: 1.000e-02, eta: 6 days, 1:25:21, time: 1.807, data_time: 0.006, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7484, loss_cls: 2.1297, loss: 2.1297, grad_norm: 5.5103 2020-07-26 20:11:45,813 - mmaction - INFO - Epoch [22][3380/3757] lr: 1.000e-02, eta: 6 days, 1:24:42, time: 1.741, data_time: 0.003, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7352, loss_cls: 2.1900, loss: 2.1900, grad_norm: 5.5749 2020-07-26 20:12:21,136 - mmaction - INFO - Epoch [22][3400/3757] lr: 1.000e-02, eta: 6 days, 1:24:06, time: 1.773, data_time: 0.013, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7219, loss_cls: 2.2251, loss: 2.2251, grad_norm: 5.6568 2020-07-26 20:12:57,881 - mmaction - INFO - Epoch [22][3420/3757] lr: 1.000e-02, eta: 6 days, 1:23:34, time: 1.839, data_time: 0.009, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7445, loss_cls: 2.0955, loss: 2.0955, grad_norm: 5.4539 2020-07-26 20:13:32,078 - mmaction - INFO - Epoch [22][3440/3757] lr: 1.000e-02, eta: 6 days, 1:22:52, time: 1.704, data_time: 0.009, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7445, loss_cls: 2.1877, loss: 2.1877, grad_norm: 5.5965 2020-07-26 20:14:04,501 - mmaction - INFO - Epoch [22][3460/3757] lr: 1.000e-02, eta: 6 days, 1:22:06, time: 1.628, data_time: 0.010, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7391, loss_cls: 2.1557, loss: 2.1557, grad_norm: 5.5362 2020-07-26 20:14:42,590 - mmaction - INFO - Epoch [22][3480/3757] lr: 1.000e-02, eta: 6 days, 1:21:38, time: 1.902, data_time: 0.040, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7328, loss_cls: 2.2807, loss: 2.2807, grad_norm: 5.5810 2020-07-26 20:15:18,169 - mmaction - INFO - Epoch [22][3500/3757] lr: 1.000e-02, eta: 6 days, 1:21:02, time: 1.778, data_time: 0.250, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1713, loss: 2.1713, grad_norm: 5.4519 2020-07-26 20:15:50,117 - mmaction - INFO - Epoch [22][3520/3757] lr: 1.000e-02, eta: 6 days, 1:20:14, time: 1.601, data_time: 0.031, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7523, loss_cls: 2.1085, loss: 2.1085, grad_norm: 5.3605 2020-07-26 20:16:26,201 - mmaction - INFO - Epoch [22][3540/3757] lr: 1.000e-02, eta: 6 days, 1:19:39, time: 1.798, data_time: 0.279, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7438, loss_cls: 2.1485, loss: 2.1485, grad_norm: 5.5137 2020-07-26 20:17:02,705 - mmaction - INFO - Epoch [22][3560/3757] lr: 1.000e-02, eta: 6 days, 1:19:07, time: 1.832, data_time: 0.212, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7609, loss_cls: 2.0756, loss: 2.0756, grad_norm: 5.5589 2020-07-26 20:17:38,075 - mmaction - INFO - Epoch [22][3580/3757] lr: 1.000e-02, eta: 6 days, 1:18:29, time: 1.761, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7531, loss_cls: 2.1038, loss: 2.1038, grad_norm: 5.4029 2020-07-26 20:18:13,241 - mmaction - INFO - Epoch [22][3600/3757] lr: 1.000e-02, eta: 6 days, 1:17:52, time: 1.765, data_time: 0.010, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7508, loss_cls: 2.0647, loss: 2.0647, grad_norm: 5.4607 2020-07-26 20:18:49,597 - mmaction - INFO - Epoch [22][3620/3757] lr: 1.000e-02, eta: 6 days, 1:17:19, time: 1.812, data_time: 0.008, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1521, loss: 2.1521, grad_norm: 5.6902 2020-07-26 20:19:22,880 - mmaction - INFO - Epoch [22][3640/3757] lr: 1.000e-02, eta: 6 days, 1:16:35, time: 1.669, data_time: 0.010, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7305, loss_cls: 2.2087, loss: 2.2087, grad_norm: 5.6194 2020-07-26 20:19:57,153 - mmaction - INFO - Epoch [22][3660/3757] lr: 1.000e-02, eta: 6 days, 1:15:54, time: 1.705, data_time: 0.010, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7555, loss_cls: 2.0425, loss: 2.0425, grad_norm: 5.5189 2020-07-26 20:20:31,566 - mmaction - INFO - Epoch [22][3680/3757] lr: 1.000e-02, eta: 6 days, 1:15:14, time: 1.725, data_time: 0.012, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7281, loss_cls: 2.1861, loss: 2.1861, grad_norm: 5.7961 2020-07-26 20:21:08,717 - mmaction - INFO - Epoch [22][3700/3757] lr: 1.000e-02, eta: 6 days, 1:14:44, time: 1.863, data_time: 0.010, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7336, loss_cls: 2.1692, loss: 2.1692, grad_norm: 5.6298 2020-07-26 20:21:40,538 - mmaction - INFO - Epoch [22][3720/3757] lr: 1.000e-02, eta: 6 days, 1:13:54, time: 1.581, data_time: 0.014, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7680, loss_cls: 2.1263, loss: 2.1263, grad_norm: 5.6232 2020-07-26 20:22:17,744 - mmaction - INFO - Epoch [22][3740/3757] lr: 1.000e-02, eta: 6 days, 1:13:24, time: 1.867, data_time: 0.069, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7203, loss_cls: 2.2640, loss: 2.2640, grad_norm: 5.8176 2020-07-26 20:22:38,875 - mmaction - INFO - Saving checkpoint at 22 epochs 2020-07-26 20:23:30,736 - mmaction - INFO - Epoch [23][20/3757] lr: 1.000e-02, eta: 6 days, 1:11:20, time: 2.491, data_time: 0.887, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7602, loss_cls: 2.0970, loss: 2.0970, grad_norm: 5.4227 2020-07-26 20:24:07,656 - mmaction - INFO - Epoch [23][40/3757] lr: 1.000e-02, eta: 6 days, 1:10:49, time: 1.844, data_time: 0.010, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7516, loss_cls: 2.1600, loss: 2.1600, grad_norm: 5.5604 2020-07-26 20:24:42,073 - mmaction - INFO - Epoch [23][60/3757] lr: 1.000e-02, eta: 6 days, 1:10:09, time: 1.728, data_time: 0.012, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7672, loss_cls: 2.0655, loss: 2.0655, grad_norm: 5.4583 2020-07-26 20:25:17,844 - mmaction - INFO - Epoch [23][80/3757] lr: 1.000e-02, eta: 6 days, 1:09:34, time: 1.783, data_time: 0.010, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7625, loss_cls: 2.0395, loss: 2.0395, grad_norm: 5.3599 2020-07-26 20:25:52,805 - mmaction - INFO - Epoch [23][100/3757] lr: 1.000e-02, eta: 6 days, 1:08:56, time: 1.751, data_time: 0.010, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7586, loss_cls: 2.0618, loss: 2.0618, grad_norm: 5.3280 2020-07-26 20:26:26,943 - mmaction - INFO - Epoch [23][120/3757] lr: 1.000e-02, eta: 6 days, 1:08:15, time: 1.710, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7398, loss_cls: 2.1387, loss: 2.1387, grad_norm: 5.5089 2020-07-26 20:27:04,702 - mmaction - INFO - Epoch [23][140/3757] lr: 1.000e-02, eta: 6 days, 1:07:46, time: 1.885, data_time: 0.009, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7430, loss_cls: 2.1792, loss: 2.1792, grad_norm: 5.5362 2020-07-26 20:27:38,219 - mmaction - INFO - Epoch [23][160/3757] lr: 1.000e-02, eta: 6 days, 1:07:03, time: 1.676, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7625, loss_cls: 2.0629, loss: 2.0629, grad_norm: 5.5358 2020-07-26 20:28:11,864 - mmaction - INFO - Epoch [23][180/3757] lr: 1.000e-02, eta: 6 days, 1:06:20, time: 1.686, data_time: 0.006, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7391, loss_cls: 2.1638, loss: 2.1638, grad_norm: 5.7489 2020-07-26 20:28:50,079 - mmaction - INFO - Epoch [23][200/3757] lr: 1.000e-02, eta: 6 days, 1:05:54, time: 1.911, data_time: 0.006, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7367, loss_cls: 2.2101, loss: 2.2101, grad_norm: 5.7298 2020-07-26 20:29:23,610 - mmaction - INFO - Epoch [23][220/3757] lr: 1.000e-02, eta: 6 days, 1:05:10, time: 1.675, data_time: 0.003, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7492, loss_cls: 2.1246, loss: 2.1246, grad_norm: 5.4287 2020-07-26 20:29:59,994 - mmaction - INFO - Epoch [23][240/3757] lr: 1.000e-02, eta: 6 days, 1:04:37, time: 1.819, data_time: 0.055, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7430, loss_cls: 2.1857, loss: 2.1857, grad_norm: 5.5421 2020-07-26 20:30:36,692 - mmaction - INFO - Epoch [23][260/3757] lr: 1.000e-02, eta: 6 days, 1:04:05, time: 1.835, data_time: 0.026, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7633, loss_cls: 2.0371, loss: 2.0371, grad_norm: 5.6168 2020-07-26 20:31:07,211 - mmaction - INFO - Epoch [23][280/3757] lr: 1.000e-02, eta: 6 days, 1:03:11, time: 1.525, data_time: 0.009, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7508, loss_cls: 2.0561, loss: 2.0561, grad_norm: 5.5947 2020-07-26 20:31:45,387 - mmaction - INFO - Epoch [23][300/3757] lr: 1.000e-02, eta: 6 days, 1:02:44, time: 1.910, data_time: 0.117, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7516, loss_cls: 2.0899, loss: 2.0899, grad_norm: 5.4631 2020-07-26 20:32:19,999 - mmaction - INFO - Epoch [23][320/3757] lr: 1.000e-02, eta: 6 days, 1:02:05, time: 1.725, data_time: 0.009, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7477, loss_cls: 2.1119, loss: 2.1119, grad_norm: 5.6686 2020-07-26 20:32:58,065 - mmaction - INFO - Epoch [23][340/3757] lr: 1.000e-02, eta: 6 days, 1:01:38, time: 1.908, data_time: 0.063, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7312, loss_cls: 2.1398, loss: 2.1398, grad_norm: 5.4725 2020-07-26 20:33:29,733 - mmaction - INFO - Epoch [23][360/3757] lr: 1.000e-02, eta: 6 days, 1:00:48, time: 1.585, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7484, loss_cls: 2.1292, loss: 2.1292, grad_norm: 5.5316 2020-07-26 20:34:04,807 - mmaction - INFO - Epoch [23][380/3757] lr: 1.000e-02, eta: 6 days, 1:00:10, time: 1.752, data_time: 0.095, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7547, loss_cls: 2.1180, loss: 2.1180, grad_norm: 5.5801 2020-07-26 20:34:40,202 - mmaction - INFO - Epoch [23][400/3757] lr: 1.000e-02, eta: 6 days, 0:59:33, time: 1.763, data_time: 0.019, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7523, loss_cls: 2.0939, loss: 2.0939, grad_norm: 5.4794 2020-07-26 20:35:15,867 - mmaction - INFO - Epoch [23][420/3757] lr: 1.000e-02, eta: 6 days, 0:58:57, time: 1.785, data_time: 0.011, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1360, loss: 2.1360, grad_norm: 5.5406 2020-07-26 20:35:51,322 - mmaction - INFO - Epoch [23][440/3757] lr: 1.000e-02, eta: 6 days, 0:58:21, time: 1.778, data_time: 0.024, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7367, loss_cls: 2.1524, loss: 2.1524, grad_norm: 5.5484 2020-07-26 20:36:25,367 - mmaction - INFO - Epoch [23][460/3757] lr: 1.000e-02, eta: 6 days, 0:57:40, time: 1.704, data_time: 0.331, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7570, loss_cls: 2.0573, loss: 2.0573, grad_norm: 5.4305 2020-07-26 20:37:00,659 - mmaction - INFO - Epoch [23][480/3757] lr: 1.000e-02, eta: 6 days, 0:57:03, time: 1.762, data_time: 0.796, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7578, loss_cls: 2.0497, loss: 2.0497, grad_norm: 5.5169 2020-07-26 20:37:37,272 - mmaction - INFO - Epoch [23][500/3757] lr: 1.000e-02, eta: 6 days, 0:56:30, time: 1.825, data_time: 0.745, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.0941, loss: 2.0941, grad_norm: 5.4946 2020-07-26 20:38:11,778 - mmaction - INFO - Epoch [23][520/3757] lr: 1.000e-02, eta: 6 days, 0:55:51, time: 1.731, data_time: 0.010, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7445, loss_cls: 2.1960, loss: 2.1960, grad_norm: 5.6885 2020-07-26 20:38:46,676 - mmaction - INFO - Epoch [23][540/3757] lr: 1.000e-02, eta: 6 days, 0:55:12, time: 1.739, data_time: 0.024, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7508, loss_cls: 2.1266, loss: 2.1266, grad_norm: 5.6357 2020-07-26 20:39:23,438 - mmaction - INFO - Epoch [23][560/3757] lr: 1.000e-02, eta: 6 days, 0:54:40, time: 1.844, data_time: 0.010, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7477, loss_cls: 2.1799, loss: 2.1799, grad_norm: 5.7156 2020-07-26 20:39:56,613 - mmaction - INFO - Epoch [23][580/3757] lr: 1.000e-02, eta: 6 days, 0:53:56, time: 1.658, data_time: 0.010, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7461, loss_cls: 2.1076, loss: 2.1076, grad_norm: 5.5398 2020-07-26 20:40:33,436 - mmaction - INFO - Epoch [23][600/3757] lr: 1.000e-02, eta: 6 days, 0:53:24, time: 1.843, data_time: 0.009, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7422, loss_cls: 2.0919, loss: 2.0919, grad_norm: 5.4578 2020-07-26 20:41:06,529 - mmaction - INFO - Epoch [23][620/3757] lr: 1.000e-02, eta: 6 days, 0:52:40, time: 1.655, data_time: 0.003, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7414, loss_cls: 2.1715, loss: 2.1715, grad_norm: 5.6956 2020-07-26 20:41:42,367 - mmaction - INFO - Epoch [23][640/3757] lr: 1.000e-02, eta: 6 days, 0:52:04, time: 1.788, data_time: 0.008, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0512, loss: 2.0512, grad_norm: 5.3153 2020-07-26 20:42:16,858 - mmaction - INFO - Epoch [23][660/3757] lr: 1.000e-02, eta: 6 days, 0:51:25, time: 1.728, data_time: 0.010, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7477, loss_cls: 2.1255, loss: 2.1255, grad_norm: 5.4014 2020-07-26 20:42:51,768 - mmaction - INFO - Epoch [23][680/3757] lr: 1.000e-02, eta: 6 days, 0:50:46, time: 1.743, data_time: 0.095, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7555, loss_cls: 2.1006, loss: 2.1006, grad_norm: 5.6867 2020-07-26 20:43:31,980 - mmaction - INFO - Epoch [23][700/3757] lr: 1.000e-02, eta: 6 days, 0:50:26, time: 2.007, data_time: 1.240, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7594, loss_cls: 2.0970, loss: 2.0970, grad_norm: 5.5351 2020-07-26 20:44:05,489 - mmaction - INFO - Epoch [23][720/3757] lr: 1.000e-02, eta: 6 days, 0:49:43, time: 1.676, data_time: 1.108, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7242, loss_cls: 2.2505, loss: 2.2505, grad_norm: 5.7027 2020-07-26 20:44:42,672 - mmaction - INFO - Epoch [23][740/3757] lr: 1.000e-02, eta: 6 days, 0:49:13, time: 1.865, data_time: 1.252, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7312, loss_cls: 2.1386, loss: 2.1386, grad_norm: 5.4000 2020-07-26 20:45:14,873 - mmaction - INFO - Epoch [23][760/3757] lr: 1.000e-02, eta: 6 days, 0:48:25, time: 1.609, data_time: 0.152, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.1543, loss: 2.1543, grad_norm: 5.6668 2020-07-26 20:45:49,977 - mmaction - INFO - Epoch [23][780/3757] lr: 1.000e-02, eta: 6 days, 0:47:48, time: 1.758, data_time: 0.008, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7461, loss_cls: 2.0773, loss: 2.0773, grad_norm: 5.6685 2020-07-26 20:46:25,567 - mmaction - INFO - Epoch [23][800/3757] lr: 1.000e-02, eta: 6 days, 0:47:11, time: 1.773, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7359, loss_cls: 2.1498, loss: 2.1498, grad_norm: 5.5925 2020-07-26 20:47:01,574 - mmaction - INFO - Epoch [23][820/3757] lr: 1.000e-02, eta: 6 days, 0:46:37, time: 1.807, data_time: 0.239, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.2408, loss: 2.2408, grad_norm: 5.6143 2020-07-26 20:47:34,573 - mmaction - INFO - Epoch [23][840/3757] lr: 1.000e-02, eta: 6 days, 0:45:52, time: 1.649, data_time: 0.072, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7391, loss_cls: 2.1662, loss: 2.1662, grad_norm: 5.4779 2020-07-26 20:48:10,324 - mmaction - INFO - Epoch [23][860/3757] lr: 1.000e-02, eta: 6 days, 0:45:17, time: 1.788, data_time: 0.021, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7438, loss_cls: 2.1569, loss: 2.1569, grad_norm: 5.4757 2020-07-26 20:48:46,230 - mmaction - INFO - Epoch [23][880/3757] lr: 1.000e-02, eta: 6 days, 0:44:42, time: 1.795, data_time: 0.188, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7719, loss_cls: 2.0155, loss: 2.0155, grad_norm: 5.5009 2020-07-26 20:49:22,455 - mmaction - INFO - Epoch [23][900/3757] lr: 1.000e-02, eta: 6 days, 0:44:08, time: 1.810, data_time: 0.479, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7188, loss_cls: 2.2839, loss: 2.2839, grad_norm: 5.7385 2020-07-26 20:49:57,152 - mmaction - INFO - Epoch [23][920/3757] lr: 1.000e-02, eta: 6 days, 0:43:29, time: 1.735, data_time: 0.535, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1655, loss: 2.1655, grad_norm: 5.5266 2020-07-26 20:50:35,177 - mmaction - INFO - Epoch [23][940/3757] lr: 1.000e-02, eta: 6 days, 0:43:02, time: 1.902, data_time: 0.053, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7492, loss_cls: 2.1243, loss: 2.1243, grad_norm: 5.5514 2020-07-26 20:51:09,669 - mmaction - INFO - Epoch [23][960/3757] lr: 1.000e-02, eta: 6 days, 0:42:22, time: 1.724, data_time: 0.002, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.0578, loss: 2.0578, grad_norm: 5.5957 2020-07-26 20:51:43,609 - mmaction - INFO - Epoch [23][980/3757] lr: 1.000e-02, eta: 6 days, 0:41:40, time: 1.697, data_time: 0.035, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7539, loss_cls: 2.0974, loss: 2.0974, grad_norm: 5.5762 2020-07-26 20:52:17,564 - mmaction - INFO - Epoch [23][1000/3757] lr: 1.000e-02, eta: 6 days, 0:40:59, time: 1.698, data_time: 0.290, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7633, loss_cls: 2.0573, loss: 2.0573, grad_norm: 5.4837 2020-07-26 20:52:54,513 - mmaction - INFO - Epoch [23][1020/3757] lr: 1.000e-02, eta: 6 days, 0:40:27, time: 1.846, data_time: 0.019, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0335, loss: 2.0335, grad_norm: 5.4769 2020-07-26 20:53:28,876 - mmaction - INFO - Epoch [23][1040/3757] lr: 1.000e-02, eta: 6 days, 0:39:47, time: 1.719, data_time: 0.055, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7445, loss_cls: 2.0896, loss: 2.0896, grad_norm: 5.4876 2020-07-26 20:54:03,463 - mmaction - INFO - Epoch [23][1060/3757] lr: 1.000e-02, eta: 6 days, 0:39:08, time: 1.727, data_time: 0.269, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7352, loss_cls: 2.1323, loss: 2.1323, grad_norm: 5.6835 2020-07-26 20:54:38,571 - mmaction - INFO - Epoch [23][1080/3757] lr: 1.000e-02, eta: 6 days, 0:38:30, time: 1.756, data_time: 0.016, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7242, loss_cls: 2.2201, loss: 2.2201, grad_norm: 5.6838 2020-07-26 20:55:13,414 - mmaction - INFO - Epoch [23][1100/3757] lr: 1.000e-02, eta: 6 days, 0:37:51, time: 1.739, data_time: 0.009, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7492, loss_cls: 2.1445, loss: 2.1445, grad_norm: 5.5633 2020-07-26 20:55:46,785 - mmaction - INFO - Epoch [23][1120/3757] lr: 1.000e-02, eta: 6 days, 0:37:08, time: 1.673, data_time: 0.067, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7680, loss_cls: 2.0393, loss: 2.0393, grad_norm: 5.4176 2020-07-26 20:56:24,237 - mmaction - INFO - Epoch [23][1140/3757] lr: 1.000e-02, eta: 6 days, 0:36:38, time: 1.871, data_time: 0.019, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7586, loss_cls: 2.0922, loss: 2.0922, grad_norm: 5.4487 2020-07-26 20:56:58,727 - mmaction - INFO - Epoch [23][1160/3757] lr: 1.000e-02, eta: 6 days, 0:35:59, time: 1.727, data_time: 0.004, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7594, loss_cls: 2.1057, loss: 2.1057, grad_norm: 5.6467 2020-07-26 20:57:35,121 - mmaction - INFO - Epoch [23][1180/3757] lr: 1.000e-02, eta: 6 days, 0:35:25, time: 1.816, data_time: 0.021, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7578, loss_cls: 2.0884, loss: 2.0884, grad_norm: 5.5050 2020-07-26 20:58:09,434 - mmaction - INFO - Epoch [23][1200/3757] lr: 1.000e-02, eta: 6 days, 0:34:45, time: 1.719, data_time: 0.008, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7359, loss_cls: 2.1347, loss: 2.1347, grad_norm: 5.4282 2020-07-26 20:58:46,269 - mmaction - INFO - Epoch [23][1220/3757] lr: 1.000e-02, eta: 6 days, 0:34:13, time: 1.837, data_time: 0.016, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.1409, loss: 2.1409, grad_norm: 5.5119 2020-07-26 20:59:17,998 - mmaction - INFO - Epoch [23][1240/3757] lr: 1.000e-02, eta: 6 days, 0:33:24, time: 1.590, data_time: 0.009, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7555, loss_cls: 2.1332, loss: 2.1332, grad_norm: 5.6729 2020-07-26 20:59:56,582 - mmaction - INFO - Epoch [23][1260/3757] lr: 1.000e-02, eta: 6 days, 0:32:58, time: 1.928, data_time: 0.009, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7484, loss_cls: 2.0592, loss: 2.0592, grad_norm: 5.3397 2020-07-26 21:00:33,707 - mmaction - INFO - Epoch [23][1280/3757] lr: 1.000e-02, eta: 6 days, 0:32:27, time: 1.848, data_time: 0.006, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.1441, loss: 2.1441, grad_norm: 5.5817 2020-07-26 21:01:07,286 - mmaction - INFO - Epoch [23][1300/3757] lr: 1.000e-02, eta: 6 days, 0:31:45, time: 1.685, data_time: 0.027, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.1100, loss: 2.1100, grad_norm: 5.6329 2020-07-26 21:01:43,782 - mmaction - INFO - Epoch [23][1320/3757] lr: 1.000e-02, eta: 6 days, 0:31:12, time: 1.828, data_time: 0.019, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7562, loss_cls: 2.0478, loss: 2.0478, grad_norm: 5.5131 2020-07-26 21:02:19,329 - mmaction - INFO - Epoch [23][1340/3757] lr: 1.000e-02, eta: 6 days, 0:30:36, time: 1.772, data_time: 0.010, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.0652, loss: 2.0652, grad_norm: 5.4383 2020-07-26 21:02:56,628 - mmaction - INFO - Epoch [23][1360/3757] lr: 1.000e-02, eta: 6 days, 0:30:06, time: 1.871, data_time: 0.010, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7633, loss_cls: 2.0651, loss: 2.0651, grad_norm: 5.6979 2020-07-26 21:03:32,293 - mmaction - INFO - Epoch [23][1380/3757] lr: 1.000e-02, eta: 6 days, 0:29:30, time: 1.783, data_time: 0.008, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.1328, loss: 2.1328, grad_norm: 5.6261 2020-07-26 21:04:09,381 - mmaction - INFO - Epoch [23][1400/3757] lr: 1.000e-02, eta: 6 days, 0:29:00, time: 1.853, data_time: 0.003, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7375, loss_cls: 2.1797, loss: 2.1797, grad_norm: 5.6334 2020-07-26 21:04:42,578 - mmaction - INFO - Epoch [23][1420/3757] lr: 1.000e-02, eta: 6 days, 0:28:15, time: 1.655, data_time: 0.008, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7430, loss_cls: 2.0685, loss: 2.0685, grad_norm: 5.5636 2020-07-26 21:05:19,736 - mmaction - INFO - Epoch [23][1440/3757] lr: 1.000e-02, eta: 6 days, 0:27:44, time: 1.855, data_time: 0.008, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7352, loss_cls: 2.1882, loss: 2.1882, grad_norm: 5.6015 2020-07-26 21:05:54,643 - mmaction - INFO - Epoch [23][1460/3757] lr: 1.000e-02, eta: 6 days, 0:27:06, time: 1.752, data_time: 0.421, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7398, loss_cls: 2.1603, loss: 2.1603, grad_norm: 5.6556 2020-07-26 21:06:28,108 - mmaction - INFO - Epoch [23][1480/3757] lr: 1.000e-02, eta: 6 days, 0:26:23, time: 1.675, data_time: 0.011, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7391, loss_cls: 2.1394, loss: 2.1394, grad_norm: 5.3884 2020-07-26 21:07:01,121 - mmaction - INFO - Epoch [23][1500/3757] lr: 1.000e-02, eta: 6 days, 0:25:38, time: 1.643, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7594, loss_cls: 2.0890, loss: 2.0890, grad_norm: 5.6277 2020-07-26 21:07:38,251 - mmaction - INFO - Epoch [23][1520/3757] lr: 1.000e-02, eta: 6 days, 0:25:08, time: 1.864, data_time: 0.010, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7617, loss_cls: 2.0649, loss: 2.0649, grad_norm: 5.6632 2020-07-26 21:08:15,134 - mmaction - INFO - Epoch [23][1540/3757] lr: 1.000e-02, eta: 6 days, 0:24:36, time: 1.837, data_time: 0.026, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7367, loss_cls: 2.1827, loss: 2.1827, grad_norm: 5.5949 2020-07-26 21:08:49,908 - mmaction - INFO - Epoch [23][1560/3757] lr: 1.000e-02, eta: 6 days, 0:23:58, time: 1.745, data_time: 0.009, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7594, loss_cls: 2.0999, loss: 2.0999, grad_norm: 5.4049 2020-07-26 21:09:23,257 - mmaction - INFO - Epoch [23][1580/3757] lr: 1.000e-02, eta: 6 days, 0:23:13, time: 1.659, data_time: 0.059, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.1352, loss: 2.1352, grad_norm: 5.6742 2020-07-26 21:09:55,993 - mmaction - INFO - Epoch [23][1600/3757] lr: 1.000e-02, eta: 6 days, 0:22:28, time: 1.646, data_time: 0.016, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7531, loss_cls: 2.0862, loss: 2.0862, grad_norm: 5.7195 2020-07-26 21:10:32,488 - mmaction - INFO - Epoch [23][1620/3757] lr: 1.000e-02, eta: 6 days, 0:21:55, time: 1.823, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7539, loss_cls: 2.1112, loss: 2.1112, grad_norm: 5.5574 2020-07-26 21:11:06,970 - mmaction - INFO - Epoch [23][1640/3757] lr: 1.000e-02, eta: 6 days, 0:21:15, time: 1.724, data_time: 0.322, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7438, loss_cls: 2.1285, loss: 2.1285, grad_norm: 5.5285 2020-07-26 21:11:42,170 - mmaction - INFO - Epoch [23][1660/3757] lr: 1.000e-02, eta: 6 days, 0:20:38, time: 1.760, data_time: 0.236, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7773, loss_cls: 1.9592, loss: 1.9592, grad_norm: 5.4473 2020-07-26 21:12:18,241 - mmaction - INFO - Epoch [23][1680/3757] lr: 1.000e-02, eta: 6 days, 0:20:04, time: 1.805, data_time: 0.090, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7508, loss_cls: 2.0371, loss: 2.0371, grad_norm: 5.5991 2020-07-26 21:12:54,628 - mmaction - INFO - Epoch [23][1700/3757] lr: 1.000e-02, eta: 6 days, 0:19:31, time: 1.819, data_time: 0.264, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7672, loss_cls: 2.1030, loss: 2.1030, grad_norm: 5.5617 2020-07-26 21:13:28,353 - mmaction - INFO - Epoch [23][1720/3757] lr: 1.000e-02, eta: 6 days, 0:18:48, time: 1.680, data_time: 1.085, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7461, loss_cls: 2.1340, loss: 2.1340, grad_norm: 5.6944 2020-07-26 21:14:03,005 - mmaction - INFO - Epoch [23][1740/3757] lr: 1.000e-02, eta: 6 days, 0:18:09, time: 1.735, data_time: 0.202, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7516, loss_cls: 2.0939, loss: 2.0939, grad_norm: 5.4761 2020-07-26 21:14:40,071 - mmaction - INFO - Epoch [23][1760/3757] lr: 1.000e-02, eta: 6 days, 0:17:38, time: 1.856, data_time: 0.010, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7312, loss_cls: 2.1754, loss: 2.1754, grad_norm: 5.5959 2020-07-26 21:15:10,179 - mmaction - INFO - Epoch [23][1780/3757] lr: 1.000e-02, eta: 6 days, 0:16:43, time: 1.505, data_time: 0.047, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7336, loss_cls: 2.1904, loss: 2.1904, grad_norm: 5.7593 2020-07-26 21:15:45,857 - mmaction - INFO - Epoch [23][1800/3757] lr: 1.000e-02, eta: 6 days, 0:16:08, time: 1.784, data_time: 0.004, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.1412, loss: 2.1412, grad_norm: 5.6560 2020-07-26 21:16:21,997 - mmaction - INFO - Epoch [23][1820/3757] lr: 1.000e-02, eta: 6 days, 0:15:34, time: 1.808, data_time: 0.233, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7383, loss_cls: 2.2162, loss: 2.2162, grad_norm: 5.7049 2020-07-26 21:16:57,243 - mmaction - INFO - Epoch [23][1840/3757] lr: 1.000e-02, eta: 6 days, 0:14:57, time: 1.758, data_time: 0.177, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7375, loss_cls: 2.2253, loss: 2.2253, grad_norm: 5.7084 2020-07-26 21:17:34,777 - mmaction - INFO - Epoch [23][1860/3757] lr: 1.000e-02, eta: 6 days, 0:14:27, time: 1.877, data_time: 0.707, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7578, loss_cls: 2.1015, loss: 2.1015, grad_norm: 5.4937 2020-07-26 21:18:09,694 - mmaction - INFO - Epoch [23][1880/3757] lr: 1.000e-02, eta: 6 days, 0:13:49, time: 1.746, data_time: 0.194, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7602, loss_cls: 2.1053, loss: 2.1053, grad_norm: 5.4382 2020-07-26 21:18:45,132 - mmaction - INFO - Epoch [23][1900/3757] lr: 1.000e-02, eta: 6 days, 0:13:13, time: 1.773, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.0875, loss: 2.0875, grad_norm: 5.5018 2020-07-26 21:19:19,443 - mmaction - INFO - Epoch [23][1920/3757] lr: 1.000e-02, eta: 6 days, 0:12:32, time: 1.716, data_time: 0.010, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7352, loss_cls: 2.2155, loss: 2.2155, grad_norm: 5.6043 2020-07-26 21:19:52,681 - mmaction - INFO - Epoch [23][1940/3757] lr: 1.000e-02, eta: 6 days, 0:11:48, time: 1.653, data_time: 0.009, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1373, loss: 2.1373, grad_norm: 5.5933 2020-07-26 21:20:28,080 - mmaction - INFO - Epoch [23][1960/3757] lr: 1.000e-02, eta: 6 days, 0:11:12, time: 1.774, data_time: 0.013, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2345, loss: 2.2345, grad_norm: 5.6478 2020-07-26 21:21:04,673 - mmaction - INFO - Epoch [23][1980/3757] lr: 1.000e-02, eta: 6 days, 0:10:39, time: 1.835, data_time: 0.009, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7430, loss_cls: 2.2201, loss: 2.2201, grad_norm: 5.6292 2020-07-26 21:21:40,175 - mmaction - INFO - Epoch [23][2000/3757] lr: 1.000e-02, eta: 6 days, 0:10:03, time: 1.776, data_time: 0.009, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7508, loss_cls: 2.1609, loss: 2.1609, grad_norm: 5.5725 2020-07-26 21:22:15,630 - mmaction - INFO - Epoch [23][2020/3757] lr: 1.000e-02, eta: 6 days, 0:09:27, time: 1.771, data_time: 0.002, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7430, loss_cls: 2.1718, loss: 2.1718, grad_norm: 5.6199 2020-07-26 21:22:49,828 - mmaction - INFO - Epoch [23][2040/3757] lr: 1.000e-02, eta: 6 days, 0:08:46, time: 1.707, data_time: 0.010, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7312, loss_cls: 2.1704, loss: 2.1704, grad_norm: 5.5408 2020-07-26 21:23:23,159 - mmaction - INFO - Epoch [23][2060/3757] lr: 1.000e-02, eta: 6 days, 0:08:02, time: 1.662, data_time: 0.018, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7320, loss_cls: 2.2415, loss: 2.2415, grad_norm: 5.6242 2020-07-26 21:24:00,000 - mmaction - INFO - Epoch [23][2080/3757] lr: 1.000e-02, eta: 6 days, 0:07:31, time: 1.850, data_time: 0.010, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7672, loss_cls: 2.0475, loss: 2.0475, grad_norm: 5.6154 2020-07-26 21:24:36,363 - mmaction - INFO - Epoch [23][2100/3757] lr: 1.000e-02, eta: 6 days, 0:06:57, time: 1.811, data_time: 0.012, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7344, loss_cls: 2.1988, loss: 2.1988, grad_norm: 5.5380 2020-07-26 21:25:10,427 - mmaction - INFO - Epoch [23][2120/3757] lr: 1.000e-02, eta: 6 days, 0:06:16, time: 1.710, data_time: 0.009, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7422, loss_cls: 2.1473, loss: 2.1473, grad_norm: 5.4864 2020-07-26 21:25:44,138 - mmaction - INFO - Epoch [23][2140/3757] lr: 1.000e-02, eta: 6 days, 0:05:34, time: 1.684, data_time: 0.003, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7555, loss_cls: 2.0934, loss: 2.0934, grad_norm: 5.4767 2020-07-26 21:26:18,524 - mmaction - INFO - Epoch [23][2160/3757] lr: 1.000e-02, eta: 6 days, 0:04:53, time: 1.712, data_time: 0.008, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7477, loss_cls: 2.1138, loss: 2.1138, grad_norm: 5.4587 2020-07-26 21:26:54,644 - mmaction - INFO - Epoch [23][2180/3757] lr: 1.000e-02, eta: 6 days, 0:04:20, time: 1.814, data_time: 0.011, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7492, loss_cls: 2.0929, loss: 2.0929, grad_norm: 5.5599 2020-07-26 21:27:32,445 - mmaction - INFO - Epoch [23][2200/3757] lr: 1.000e-02, eta: 6 days, 0:03:52, time: 1.891, data_time: 0.009, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.1309, loss: 2.1309, grad_norm: 5.5811 2020-07-26 21:28:03,665 - mmaction - INFO - Epoch [23][2220/3757] lr: 1.000e-02, eta: 6 days, 0:03:00, time: 1.557, data_time: 0.010, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7344, loss_cls: 2.1048, loss: 2.1048, grad_norm: 5.4634 2020-07-26 21:28:36,239 - mmaction - INFO - Epoch [23][2240/3757] lr: 1.000e-02, eta: 6 days, 0:02:14, time: 1.632, data_time: 0.060, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7352, loss_cls: 2.1616, loss: 2.1616, grad_norm: 5.6633 2020-07-26 21:29:13,087 - mmaction - INFO - Epoch [23][2260/3757] lr: 1.000e-02, eta: 6 days, 0:01:43, time: 1.841, data_time: 0.247, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7406, loss_cls: 2.2171, loss: 2.2171, grad_norm: 5.8199 2020-07-26 21:29:49,205 - mmaction - INFO - Epoch [23][2280/3757] lr: 1.000e-02, eta: 6 days, 0:01:09, time: 1.807, data_time: 0.669, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7461, loss_cls: 2.1282, loss: 2.1282, grad_norm: 5.6274 2020-07-26 21:30:26,184 - mmaction - INFO - Epoch [23][2300/3757] lr: 1.000e-02, eta: 6 days, 0:00:37, time: 1.846, data_time: 0.973, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7367, loss_cls: 2.1385, loss: 2.1385, grad_norm: 5.5442 2020-07-26 21:31:00,048 - mmaction - INFO - Epoch [23][2320/3757] lr: 1.000e-02, eta: 5 days, 23:59:56, time: 1.696, data_time: 1.089, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7383, loss_cls: 2.1213, loss: 2.1213, grad_norm: 5.4225 2020-07-26 21:31:35,526 - mmaction - INFO - Epoch [23][2340/3757] lr: 1.000e-02, eta: 5 days, 23:59:19, time: 1.775, data_time: 0.929, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7555, loss_cls: 2.0985, loss: 2.0985, grad_norm: 5.5549 2020-07-26 21:32:09,564 - mmaction - INFO - Epoch [23][2360/3757] lr: 1.000e-02, eta: 5 days, 23:58:38, time: 1.698, data_time: 0.107, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7570, loss_cls: 2.1326, loss: 2.1326, grad_norm: 5.6896 2020-07-26 21:32:44,090 - mmaction - INFO - Epoch [23][2380/3757] lr: 1.000e-02, eta: 5 days, 23:57:59, time: 1.729, data_time: 0.025, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7523, loss_cls: 2.0731, loss: 2.0731, grad_norm: 5.6076 2020-07-26 21:33:17,060 - mmaction - INFO - Epoch [23][2400/3757] lr: 1.000e-02, eta: 5 days, 23:57:13, time: 1.641, data_time: 0.040, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7664, loss_cls: 2.0782, loss: 2.0782, grad_norm: 5.5174 2020-07-26 21:33:51,937 - mmaction - INFO - Epoch [23][2420/3757] lr: 1.000e-02, eta: 5 days, 23:56:35, time: 1.752, data_time: 0.316, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.1773, loss: 2.1773, grad_norm: 5.4999 2020-07-26 21:34:29,655 - mmaction - INFO - Epoch [23][2440/3757] lr: 1.000e-02, eta: 5 days, 23:56:06, time: 1.879, data_time: 0.174, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7812, loss_cls: 2.0344, loss: 2.0344, grad_norm: 5.4133 2020-07-26 21:35:06,800 - mmaction - INFO - Epoch [23][2460/3757] lr: 1.000e-02, eta: 5 days, 23:55:36, time: 1.864, data_time: 0.011, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7453, loss_cls: 2.1130, loss: 2.1130, grad_norm: 5.6681 2020-07-26 21:35:40,393 - mmaction - INFO - Epoch [23][2480/3757] lr: 1.000e-02, eta: 5 days, 23:54:53, time: 1.679, data_time: 0.004, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7430, loss_cls: 2.1204, loss: 2.1204, grad_norm: 5.6247 2020-07-26 21:36:12,323 - mmaction - INFO - Epoch [23][2500/3757] lr: 1.000e-02, eta: 5 days, 23:54:05, time: 1.592, data_time: 0.016, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0848, loss: 2.0848, grad_norm: 5.5642 2020-07-26 21:36:47,355 - mmaction - INFO - Epoch [23][2520/3757] lr: 1.000e-02, eta: 5 days, 23:53:27, time: 1.758, data_time: 0.068, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7281, loss_cls: 2.1908, loss: 2.1908, grad_norm: 5.6984 2020-07-26 21:37:22,507 - mmaction - INFO - Epoch [23][2540/3757] lr: 1.000e-02, eta: 5 days, 23:52:49, time: 1.748, data_time: 0.162, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7281, loss_cls: 2.2170, loss: 2.2170, grad_norm: 5.7030 2020-07-26 21:37:58,064 - mmaction - INFO - Epoch [23][2560/3757] lr: 1.000e-02, eta: 5 days, 23:52:14, time: 1.787, data_time: 0.595, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7391, loss_cls: 2.2110, loss: 2.2110, grad_norm: 5.7011 2020-07-26 21:38:33,161 - mmaction - INFO - Epoch [23][2580/3757] lr: 1.000e-02, eta: 5 days, 23:51:36, time: 1.747, data_time: 0.907, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7281, loss_cls: 2.2334, loss: 2.2334, grad_norm: 5.5935 2020-07-26 21:39:07,336 - mmaction - INFO - Epoch [23][2600/3757] lr: 1.000e-02, eta: 5 days, 23:50:56, time: 1.716, data_time: 0.205, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7648, loss_cls: 2.1371, loss: 2.1371, grad_norm: 5.5814 2020-07-26 21:39:42,858 - mmaction - INFO - Epoch [23][2620/3757] lr: 1.000e-02, eta: 5 days, 23:50:19, time: 1.773, data_time: 0.379, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7336, loss_cls: 2.1479, loss: 2.1479, grad_norm: 5.5844 2020-07-26 21:40:21,575 - mmaction - INFO - Epoch [23][2640/3757] lr: 1.000e-02, eta: 5 days, 23:49:54, time: 1.936, data_time: 0.585, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.0131, loss: 2.0131, grad_norm: 5.5267 2020-07-26 21:40:57,129 - mmaction - INFO - Epoch [23][2660/3757] lr: 1.000e-02, eta: 5 days, 23:49:18, time: 1.780, data_time: 1.207, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7320, loss_cls: 2.1466, loss: 2.1466, grad_norm: 5.5099 2020-07-26 21:41:28,271 - mmaction - INFO - Epoch [23][2680/3757] lr: 1.000e-02, eta: 5 days, 23:48:27, time: 1.553, data_time: 0.758, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7547, loss_cls: 2.0458, loss: 2.0458, grad_norm: 5.3830 2020-07-26 21:42:05,519 - mmaction - INFO - Epoch [23][2700/3757] lr: 1.000e-02, eta: 5 days, 23:47:57, time: 1.863, data_time: 0.048, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7547, loss_cls: 2.0773, loss: 2.0773, grad_norm: 5.4578 2020-07-26 21:42:40,100 - mmaction - INFO - Epoch [23][2720/3757] lr: 1.000e-02, eta: 5 days, 23:47:18, time: 1.732, data_time: 0.100, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7242, loss_cls: 2.1959, loss: 2.1959, grad_norm: 5.5279 2020-07-26 21:43:12,662 - mmaction - INFO - Epoch [23][2740/3757] lr: 1.000e-02, eta: 5 days, 23:46:31, time: 1.629, data_time: 0.022, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7453, loss_cls: 2.1932, loss: 2.1932, grad_norm: 5.4934 2020-07-26 21:43:45,735 - mmaction - INFO - Epoch [23][2760/3757] lr: 1.000e-02, eta: 5 days, 23:45:47, time: 1.653, data_time: 0.002, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7383, loss_cls: 2.1943, loss: 2.1943, grad_norm: 5.5561 2020-07-26 21:44:22,230 - mmaction - INFO - Epoch [23][2780/3757] lr: 1.000e-02, eta: 5 days, 23:45:14, time: 1.819, data_time: 0.077, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7445, loss_cls: 2.0946, loss: 2.0946, grad_norm: 5.3939 2020-07-26 21:44:57,728 - mmaction - INFO - Epoch [23][2800/3757] lr: 1.000e-02, eta: 5 days, 23:44:38, time: 1.778, data_time: 0.009, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7461, loss_cls: 2.1623, loss: 2.1623, grad_norm: 5.5910 2020-07-26 21:45:32,298 - mmaction - INFO - Epoch [23][2820/3757] lr: 1.000e-02, eta: 5 days, 23:43:58, time: 1.725, data_time: 0.012, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1348, loss: 2.1348, grad_norm: 5.4613 2020-07-26 21:46:07,130 - mmaction - INFO - Epoch [23][2840/3757] lr: 1.000e-02, eta: 5 days, 23:43:20, time: 1.746, data_time: 0.013, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7562, loss_cls: 2.1071, loss: 2.1071, grad_norm: 5.3751 2020-07-26 21:46:45,047 - mmaction - INFO - Epoch [23][2860/3757] lr: 1.000e-02, eta: 5 days, 23:42:52, time: 1.892, data_time: 0.012, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7477, loss_cls: 2.1246, loss: 2.1246, grad_norm: 5.4808 2020-07-26 21:47:19,257 - mmaction - INFO - Epoch [23][2880/3757] lr: 1.000e-02, eta: 5 days, 23:42:12, time: 1.716, data_time: 0.009, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7414, loss_cls: 2.1569, loss: 2.1569, grad_norm: 5.5609 2020-07-26 21:47:51,545 - mmaction - INFO - Epoch [23][2900/3757] lr: 1.000e-02, eta: 5 days, 23:41:24, time: 1.614, data_time: 0.002, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7273, loss_cls: 2.2514, loss: 2.2514, grad_norm: 5.7308 2020-07-26 21:48:28,671 - mmaction - INFO - Epoch [23][2920/3757] lr: 1.000e-02, eta: 5 days, 23:40:53, time: 1.847, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7594, loss_cls: 2.0773, loss: 2.0773, grad_norm: 5.4288 2020-07-26 21:49:03,514 - mmaction - INFO - Epoch [23][2940/3757] lr: 1.000e-02, eta: 5 days, 23:40:15, time: 1.752, data_time: 0.014, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.1592, loss: 2.1592, grad_norm: 5.5422 2020-07-26 21:49:36,676 - mmaction - INFO - Epoch [23][2960/3757] lr: 1.000e-02, eta: 5 days, 23:39:31, time: 1.659, data_time: 0.012, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7156, loss_cls: 2.2584, loss: 2.2584, grad_norm: 5.5839 2020-07-26 21:50:12,080 - mmaction - INFO - Epoch [23][2980/3757] lr: 1.000e-02, eta: 5 days, 23:38:54, time: 1.761, data_time: 0.002, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7578, loss_cls: 2.1198, loss: 2.1198, grad_norm: 5.4301 2020-07-26 21:50:45,506 - mmaction - INFO - Epoch [23][3000/3757] lr: 1.000e-02, eta: 5 days, 23:38:12, time: 1.678, data_time: 0.031, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7469, loss_cls: 2.1516, loss: 2.1516, grad_norm: 5.5374 2020-07-26 21:51:22,920 - mmaction - INFO - Epoch [23][3020/3757] lr: 1.000e-02, eta: 5 days, 23:37:42, time: 1.872, data_time: 0.044, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7273, loss_cls: 2.2377, loss: 2.2377, grad_norm: 5.6555 2020-07-26 21:51:56,594 - mmaction - INFO - Epoch [23][3040/3757] lr: 1.000e-02, eta: 5 days, 23:36:59, time: 1.677, data_time: 0.070, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7547, loss_cls: 2.1132, loss: 2.1132, grad_norm: 5.5433 2020-07-26 21:52:34,031 - mmaction - INFO - Epoch [23][3060/3757] lr: 1.000e-02, eta: 5 days, 23:36:30, time: 1.875, data_time: 0.062, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7328, loss_cls: 2.1856, loss: 2.1856, grad_norm: 5.3867 2020-07-26 21:53:05,699 - mmaction - INFO - Epoch [23][3080/3757] lr: 1.000e-02, eta: 5 days, 23:35:41, time: 1.586, data_time: 0.030, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7695, loss_cls: 2.0722, loss: 2.0722, grad_norm: 5.4271 2020-07-26 21:53:40,877 - mmaction - INFO - Epoch [23][3100/3757] lr: 1.000e-02, eta: 5 days, 23:35:03, time: 1.759, data_time: 0.010, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7359, loss_cls: 2.2078, loss: 2.2078, grad_norm: 5.7173 2020-07-26 21:54:18,856 - mmaction - INFO - Epoch [23][3120/3757] lr: 1.000e-02, eta: 5 days, 23:34:35, time: 1.891, data_time: 0.041, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7617, loss_cls: 2.0788, loss: 2.0788, grad_norm: 5.5428 2020-07-26 21:54:53,893 - mmaction - INFO - Epoch [23][3140/3757] lr: 1.000e-02, eta: 5 days, 23:33:58, time: 1.759, data_time: 0.140, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7492, loss_cls: 2.1289, loss: 2.1289, grad_norm: 5.5701 2020-07-26 21:55:26,132 - mmaction - INFO - Epoch [23][3160/3757] lr: 1.000e-02, eta: 5 days, 23:33:10, time: 1.602, data_time: 0.018, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1147, loss: 2.1147, grad_norm: 5.5611 2020-07-26 21:56:01,608 - mmaction - INFO - Epoch [23][3180/3757] lr: 1.000e-02, eta: 5 days, 23:32:34, time: 1.781, data_time: 0.428, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7328, loss_cls: 2.1854, loss: 2.1854, grad_norm: 5.6600 2020-07-26 21:56:38,584 - mmaction - INFO - Epoch [23][3200/3757] lr: 1.000e-02, eta: 5 days, 23:32:03, time: 1.844, data_time: 0.028, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7391, loss_cls: 2.1527, loss: 2.1527, grad_norm: 5.5265 2020-07-26 21:57:14,112 - mmaction - INFO - Epoch [23][3220/3757] lr: 1.000e-02, eta: 5 days, 23:31:27, time: 1.781, data_time: 0.022, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7445, loss_cls: 2.1931, loss: 2.1931, grad_norm: 5.6411 2020-07-26 21:57:49,412 - mmaction - INFO - Epoch [23][3240/3757] lr: 1.000e-02, eta: 5 days, 23:30:50, time: 1.758, data_time: 0.012, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7734, loss_cls: 1.9689, loss: 1.9689, grad_norm: 5.3730 2020-07-26 21:58:23,539 - mmaction - INFO - Epoch [23][3260/3757] lr: 1.000e-02, eta: 5 days, 23:30:09, time: 1.716, data_time: 0.013, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7570, loss_cls: 2.0556, loss: 2.0556, grad_norm: 5.5249 2020-07-26 21:58:57,867 - mmaction - INFO - Epoch [23][3280/3757] lr: 1.000e-02, eta: 5 days, 23:29:29, time: 1.717, data_time: 0.009, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7523, loss_cls: 2.1344, loss: 2.1344, grad_norm: 5.5912 2020-07-26 21:59:31,352 - mmaction - INFO - Epoch [23][3300/3757] lr: 1.000e-02, eta: 5 days, 23:28:46, time: 1.672, data_time: 0.003, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7633, loss_cls: 2.1556, loss: 2.1556, grad_norm: 5.5794 2020-07-26 22:00:12,047 - mmaction - INFO - Epoch [23][3320/3757] lr: 1.000e-02, eta: 5 days, 23:28:28, time: 2.034, data_time: 0.038, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7344, loss_cls: 2.2329, loss: 2.2329, grad_norm: 5.6310 2020-07-26 22:00:42,350 - mmaction - INFO - Epoch [23][3340/3757] lr: 1.000e-02, eta: 5 days, 23:27:34, time: 1.519, data_time: 0.034, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7570, loss_cls: 2.1299, loss: 2.1299, grad_norm: 5.6870 2020-07-26 22:01:18,160 - mmaction - INFO - Epoch [23][3360/3757] lr: 1.000e-02, eta: 5 days, 23:26:59, time: 1.784, data_time: 0.076, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7594, loss_cls: 2.0977, loss: 2.0977, grad_norm: 5.6069 2020-07-26 22:01:54,516 - mmaction - INFO - Epoch [23][3380/3757] lr: 1.000e-02, eta: 5 days, 23:26:26, time: 1.823, data_time: 0.014, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.1597, loss: 2.1597, grad_norm: 5.4904 2020-07-26 22:02:30,561 - mmaction - INFO - Epoch [23][3400/3757] lr: 1.000e-02, eta: 5 days, 23:25:51, time: 1.797, data_time: 0.009, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7664, loss_cls: 2.0047, loss: 2.0047, grad_norm: 5.3402 2020-07-26 22:03:06,687 - mmaction - INFO - Epoch [23][3420/3757] lr: 1.000e-02, eta: 5 days, 23:25:17, time: 1.813, data_time: 0.009, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7398, loss_cls: 2.2001, loss: 2.2001, grad_norm: 5.4988 2020-07-26 22:03:39,923 - mmaction - INFO - Epoch [23][3440/3757] lr: 1.000e-02, eta: 5 days, 23:24:33, time: 1.661, data_time: 0.002, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7570, loss_cls: 2.1243, loss: 2.1243, grad_norm: 5.5356 2020-07-26 22:04:15,227 - mmaction - INFO - Epoch [23][3460/3757] lr: 1.000e-02, eta: 5 days, 23:23:56, time: 1.762, data_time: 0.009, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7414, loss_cls: 2.1171, loss: 2.1171, grad_norm: 5.6061 2020-07-26 22:04:51,965 - mmaction - INFO - Epoch [23][3480/3757] lr: 1.000e-02, eta: 5 days, 23:23:24, time: 1.835, data_time: 0.059, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7367, loss_cls: 2.1848, loss: 2.1848, grad_norm: 5.5853 2020-07-26 22:05:27,656 - mmaction - INFO - Epoch [23][3500/3757] lr: 1.000e-02, eta: 5 days, 23:22:49, time: 1.790, data_time: 0.009, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7336, loss_cls: 2.1715, loss: 2.1715, grad_norm: 5.6130 2020-07-26 22:06:05,969 - mmaction - INFO - Epoch [23][3520/3757] lr: 1.000e-02, eta: 5 days, 23:22:22, time: 1.917, data_time: 0.004, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7594, loss_cls: 2.0357, loss: 2.0357, grad_norm: 5.3959 2020-07-26 22:06:40,950 - mmaction - INFO - Epoch [23][3540/3757] lr: 1.000e-02, eta: 5 days, 23:21:44, time: 1.744, data_time: 0.016, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7469, loss_cls: 2.1515, loss: 2.1515, grad_norm: 5.6227 2020-07-26 22:07:16,140 - mmaction - INFO - Epoch [23][3560/3757] lr: 1.000e-02, eta: 5 days, 23:21:07, time: 1.763, data_time: 0.010, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7336, loss_cls: 2.1756, loss: 2.1756, grad_norm: 5.6540 2020-07-26 22:07:49,722 - mmaction - INFO - Epoch [23][3580/3757] lr: 1.000e-02, eta: 5 days, 23:20:24, time: 1.673, data_time: 0.008, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7305, loss_cls: 2.2214, loss: 2.2214, grad_norm: 5.6094 2020-07-26 22:08:23,797 - mmaction - INFO - Epoch [23][3600/3757] lr: 1.000e-02, eta: 5 days, 23:19:44, time: 1.712, data_time: 0.011, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7258, loss_cls: 2.2148, loss: 2.2148, grad_norm: 5.5476 2020-07-26 22:08:59,752 - mmaction - INFO - Epoch [23][3620/3757] lr: 1.000e-02, eta: 5 days, 23:19:09, time: 1.792, data_time: 0.008, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7508, loss_cls: 2.0891, loss: 2.0891, grad_norm: 5.3549 2020-07-26 22:09:35,023 - mmaction - INFO - Epoch [23][3640/3757] lr: 1.000e-02, eta: 5 days, 23:18:32, time: 1.769, data_time: 0.009, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7305, loss_cls: 2.1442, loss: 2.1442, grad_norm: 5.5711 2020-07-26 22:10:12,378 - mmaction - INFO - Epoch [23][3660/3757] lr: 1.000e-02, eta: 5 days, 23:18:02, time: 1.864, data_time: 0.015, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7727, loss_cls: 2.0539, loss: 2.0539, grad_norm: 5.5186 2020-07-26 22:10:42,735 - mmaction - INFO - Epoch [23][3680/3757] lr: 1.000e-02, eta: 5 days, 23:17:09, time: 1.520, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7570, loss_cls: 2.0786, loss: 2.0786, grad_norm: 5.4960 2020-07-26 22:11:22,359 - mmaction - INFO - Epoch [23][3700/3757] lr: 1.000e-02, eta: 5 days, 23:16:46, time: 1.977, data_time: 0.975, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7266, loss_cls: 2.1976, loss: 2.1976, grad_norm: 5.5238 2020-07-26 22:11:57,297 - mmaction - INFO - Epoch [23][3720/3757] lr: 1.000e-02, eta: 5 days, 23:16:08, time: 1.753, data_time: 1.190, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7562, loss_cls: 2.1255, loss: 2.1255, grad_norm: 5.4210 2020-07-26 22:12:29,748 - mmaction - INFO - Epoch [23][3740/3757] lr: 1.000e-02, eta: 5 days, 23:15:21, time: 1.615, data_time: 0.982, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7156, loss_cls: 2.3025, loss: 2.3025, grad_norm: 5.6741 2020-07-26 22:12:54,082 - mmaction - INFO - Saving checkpoint at 23 epochs 2020-07-26 22:13:47,675 - mmaction - INFO - Epoch [24][20/3757] lr: 1.000e-02, eta: 5 days, 23:13:28, time: 2.592, data_time: 1.102, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7688, loss_cls: 2.0458, loss: 2.0458, grad_norm: 5.4032 2020-07-26 22:14:19,477 - mmaction - INFO - Epoch [24][40/3757] lr: 1.000e-02, eta: 5 days, 23:12:40, time: 1.595, data_time: 0.405, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7352, loss_cls: 2.1369, loss: 2.1369, grad_norm: 5.4076 2020-07-26 22:14:56,687 - mmaction - INFO - Epoch [24][60/3757] lr: 1.000e-02, eta: 5 days, 23:12:09, time: 1.857, data_time: 0.264, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7711, loss_cls: 2.0544, loss: 2.0544, grad_norm: 5.3012 2020-07-26 22:15:35,066 - mmaction - INFO - Epoch [24][80/3757] lr: 1.000e-02, eta: 5 days, 23:11:43, time: 1.923, data_time: 0.180, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7586, loss_cls: 2.0755, loss: 2.0755, grad_norm: 5.4452 2020-07-26 22:16:10,114 - mmaction - INFO - Epoch [24][100/3757] lr: 1.000e-02, eta: 5 days, 23:11:05, time: 1.743, data_time: 0.332, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7484, loss_cls: 2.1220, loss: 2.1220, grad_norm: 5.5780 2020-07-26 22:16:44,562 - mmaction - INFO - Epoch [24][120/3757] lr: 1.000e-02, eta: 5 days, 23:10:26, time: 1.733, data_time: 0.048, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7680, loss_cls: 1.9896, loss: 1.9896, grad_norm: 5.5230 2020-07-26 22:17:19,958 - mmaction - INFO - Epoch [24][140/3757] lr: 1.000e-02, eta: 5 days, 23:09:49, time: 1.766, data_time: 0.007, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7594, loss_cls: 2.0447, loss: 2.0447, grad_norm: 5.4932 2020-07-26 22:17:56,098 - mmaction - INFO - Epoch [24][160/3757] lr: 1.000e-02, eta: 5 days, 23:09:15, time: 1.806, data_time: 0.006, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7609, loss_cls: 2.0497, loss: 2.0497, grad_norm: 5.4172 2020-07-26 22:18:27,365 - mmaction - INFO - Epoch [24][180/3757] lr: 1.000e-02, eta: 5 days, 23:08:25, time: 1.565, data_time: 0.694, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7602, loss_cls: 2.0264, loss: 2.0264, grad_norm: 5.5374 2020-07-26 22:19:03,255 - mmaction - INFO - Epoch [24][200/3757] lr: 1.000e-02, eta: 5 days, 23:07:50, time: 1.797, data_time: 0.886, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7367, loss_cls: 2.1518, loss: 2.1518, grad_norm: 5.6029 2020-07-26 22:19:39,647 - mmaction - INFO - Epoch [24][220/3757] lr: 1.000e-02, eta: 5 days, 23:07:17, time: 1.817, data_time: 0.048, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7500, loss_cls: 2.0812, loss: 2.0812, grad_norm: 5.5294 2020-07-26 22:20:15,927 - mmaction - INFO - Epoch [24][240/3757] lr: 1.000e-02, eta: 5 days, 23:06:44, time: 1.817, data_time: 0.018, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7398, loss_cls: 2.1487, loss: 2.1487, grad_norm: 5.6658 2020-07-26 22:20:54,060 - mmaction - INFO - Epoch [24][260/3757] lr: 1.000e-02, eta: 5 days, 23:06:16, time: 1.904, data_time: 0.025, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7531, loss_cls: 2.1116, loss: 2.1116, grad_norm: 5.6008 2020-07-26 22:21:30,245 - mmaction - INFO - Epoch [24][280/3757] lr: 1.000e-02, eta: 5 days, 23:05:42, time: 1.812, data_time: 0.009, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7391, loss_cls: 2.0914, loss: 2.0914, grad_norm: 5.5567 2020-07-26 22:22:03,605 - mmaction - INFO - Epoch [24][300/3757] lr: 1.000e-02, eta: 5 days, 23:04:58, time: 1.659, data_time: 0.458, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7422, loss_cls: 2.1730, loss: 2.1730, grad_norm: 5.6001 2020-07-26 22:22:38,033 - mmaction - INFO - Epoch [24][320/3757] lr: 1.000e-02, eta: 5 days, 23:04:19, time: 1.728, data_time: 0.715, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1058, loss: 2.1058, grad_norm: 5.5286 2020-07-26 22:23:13,184 - mmaction - INFO - Epoch [24][340/3757] lr: 1.000e-02, eta: 5 days, 23:03:42, time: 1.759, data_time: 1.046, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7461, loss_cls: 2.1301, loss: 2.1301, grad_norm: 5.6796 2020-07-26 22:23:47,284 - mmaction - INFO - Epoch [24][360/3757] lr: 1.000e-02, eta: 5 days, 23:03:01, time: 1.701, data_time: 0.996, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7344, loss_cls: 2.1749, loss: 2.1749, grad_norm: 5.7454 2020-07-26 22:24:22,359 - mmaction - INFO - Epoch [24][380/3757] lr: 1.000e-02, eta: 5 days, 23:02:24, time: 1.758, data_time: 1.089, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7578, loss_cls: 2.0996, loss: 2.0996, grad_norm: 5.4873 2020-07-26 22:24:56,972 - mmaction - INFO - Epoch [24][400/3757] lr: 1.000e-02, eta: 5 days, 23:01:44, time: 1.726, data_time: 0.555, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7430, loss_cls: 2.1185, loss: 2.1185, grad_norm: 5.6295 2020-07-26 22:25:32,167 - mmaction - INFO - Epoch [24][420/3757] lr: 1.000e-02, eta: 5 days, 23:01:07, time: 1.764, data_time: 0.492, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7469, loss_cls: 2.1503, loss: 2.1503, grad_norm: 5.5951 2020-07-26 22:26:10,388 - mmaction - INFO - Epoch [24][440/3757] lr: 1.000e-02, eta: 5 days, 23:00:40, time: 1.909, data_time: 0.982, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7422, loss_cls: 2.1603, loss: 2.1603, grad_norm: 5.6015 2020-07-26 22:26:44,398 - mmaction - INFO - Epoch [24][460/3757] lr: 1.000e-02, eta: 5 days, 22:59:59, time: 1.699, data_time: 1.101, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.0803, loss: 2.0803, grad_norm: 5.6803 2020-07-26 22:27:20,155 - mmaction - INFO - Epoch [24][480/3757] lr: 1.000e-02, eta: 5 days, 22:59:24, time: 1.787, data_time: 1.165, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7547, loss_cls: 2.1121, loss: 2.1121, grad_norm: 5.6882 2020-07-26 22:27:53,565 - mmaction - INFO - Epoch [24][500/3757] lr: 1.000e-02, eta: 5 days, 22:58:40, time: 1.669, data_time: 0.842, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7391, loss_cls: 2.1342, loss: 2.1342, grad_norm: 5.6393 2020-07-26 22:28:27,116 - mmaction - INFO - Epoch [24][520/3757] lr: 1.000e-02, eta: 5 days, 22:57:58, time: 1.684, data_time: 0.465, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.1001, loss: 2.1001, grad_norm: 5.5903 2020-07-26 22:29:03,805 - mmaction - INFO - Epoch [24][540/3757] lr: 1.000e-02, eta: 5 days, 22:57:26, time: 1.834, data_time: 0.008, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7656, loss_cls: 2.0319, loss: 2.0319, grad_norm: 5.5318 2020-07-26 22:29:39,211 - mmaction - INFO - Epoch [24][560/3757] lr: 1.000e-02, eta: 5 days, 22:56:50, time: 1.770, data_time: 0.003, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.1786, loss: 2.1786, grad_norm: 5.6246 2020-07-26 22:30:16,579 - mmaction - INFO - Epoch [24][580/3757] lr: 1.000e-02, eta: 5 days, 22:56:20, time: 1.868, data_time: 0.080, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7547, loss_cls: 2.0525, loss: 2.0525, grad_norm: 5.3931 2020-07-26 22:30:50,020 - mmaction - INFO - Epoch [24][600/3757] lr: 1.000e-02, eta: 5 days, 22:55:37, time: 1.670, data_time: 0.096, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7266, loss_cls: 2.2074, loss: 2.2074, grad_norm: 5.6448 2020-07-26 22:31:25,661 - mmaction - INFO - Epoch [24][620/3757] lr: 1.000e-02, eta: 5 days, 22:55:00, time: 1.776, data_time: 0.011, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7383, loss_cls: 2.1373, loss: 2.1373, grad_norm: 5.3893 2020-07-26 22:31:59,526 - mmaction - INFO - Epoch [24][640/3757] lr: 1.000e-02, eta: 5 days, 22:54:19, time: 1.694, data_time: 0.011, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7555, loss_cls: 2.0513, loss: 2.0513, grad_norm: 5.5078 2020-07-26 22:32:31,800 - mmaction - INFO - Epoch [24][660/3757] lr: 1.000e-02, eta: 5 days, 22:53:33, time: 1.621, data_time: 0.010, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7742, loss_cls: 1.9698, loss: 1.9698, grad_norm: 5.4958 2020-07-26 22:33:06,595 - mmaction - INFO - Epoch [24][680/3757] lr: 1.000e-02, eta: 5 days, 22:52:54, time: 1.737, data_time: 0.008, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7430, loss_cls: 2.0950, loss: 2.0950, grad_norm: 5.5827 2020-07-26 22:33:39,620 - mmaction - INFO - Epoch [24][700/3757] lr: 1.000e-02, eta: 5 days, 22:52:10, time: 1.653, data_time: 0.131, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7469, loss_cls: 2.1156, loss: 2.1156, grad_norm: 5.6610 2020-07-26 22:34:14,350 - mmaction - INFO - Epoch [24][720/3757] lr: 1.000e-02, eta: 5 days, 22:51:31, time: 1.731, data_time: 0.055, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7398, loss_cls: 2.0914, loss: 2.0914, grad_norm: 5.5106 2020-07-26 22:34:50,305 - mmaction - INFO - Epoch [24][740/3757] lr: 1.000e-02, eta: 5 days, 22:50:57, time: 1.804, data_time: 0.064, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7422, loss_cls: 2.1053, loss: 2.1053, grad_norm: 5.7000 2020-07-26 22:35:28,393 - mmaction - INFO - Epoch [24][760/3757] lr: 1.000e-02, eta: 5 days, 22:50:29, time: 1.899, data_time: 0.049, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7547, loss_cls: 2.0449, loss: 2.0449, grad_norm: 5.7419 2020-07-26 22:35:59,223 - mmaction - INFO - Epoch [24][780/3757] lr: 1.000e-02, eta: 5 days, 22:49:37, time: 1.546, data_time: 0.009, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7500, loss_cls: 2.0873, loss: 2.0873, grad_norm: 5.6350 2020-07-26 22:36:38,737 - mmaction - INFO - Epoch [24][800/3757] lr: 1.000e-02, eta: 5 days, 22:49:15, time: 1.977, data_time: 0.006, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7383, loss_cls: 2.1174, loss: 2.1174, grad_norm: 5.6539 2020-07-26 22:37:10,832 - mmaction - INFO - Epoch [24][820/3757] lr: 1.000e-02, eta: 5 days, 22:48:27, time: 1.604, data_time: 0.003, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7352, loss_cls: 2.1344, loss: 2.1344, grad_norm: 5.6269 2020-07-26 22:37:46,480 - mmaction - INFO - Epoch [24][840/3757] lr: 1.000e-02, eta: 5 days, 22:47:52, time: 1.783, data_time: 0.008, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7312, loss_cls: 2.2486, loss: 2.2486, grad_norm: 5.6032 2020-07-26 22:38:21,002 - mmaction - INFO - Epoch [24][860/3757] lr: 1.000e-02, eta: 5 days, 22:47:12, time: 1.726, data_time: 0.003, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7633, loss_cls: 2.0480, loss: 2.0480, grad_norm: 5.5430 2020-07-26 22:38:59,145 - mmaction - INFO - Epoch [24][880/3757] lr: 1.000e-02, eta: 5 days, 22:46:45, time: 1.907, data_time: 0.008, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7430, loss_cls: 2.1235, loss: 2.1235, grad_norm: 5.4959 2020-07-26 22:39:29,176 - mmaction - INFO - Epoch [24][900/3757] lr: 1.000e-02, eta: 5 days, 22:45:51, time: 1.501, data_time: 0.003, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7523, loss_cls: 2.1191, loss: 2.1191, grad_norm: 5.7074 2020-07-26 22:40:05,567 - mmaction - INFO - Epoch [24][920/3757] lr: 1.000e-02, eta: 5 days, 22:45:17, time: 1.819, data_time: 0.008, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7641, loss_cls: 2.0700, loss: 2.0700, grad_norm: 5.6756 2020-07-26 22:40:39,793 - mmaction - INFO - Epoch [24][940/3757] lr: 1.000e-02, eta: 5 days, 22:44:37, time: 1.704, data_time: 0.116, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7367, loss_cls: 2.1000, loss: 2.1000, grad_norm: 5.4577 2020-07-26 22:41:15,273 - mmaction - INFO - Epoch [24][960/3757] lr: 1.000e-02, eta: 5 days, 22:44:01, time: 1.781, data_time: 0.649, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7312, loss_cls: 2.2021, loss: 2.2021, grad_norm: 5.6057 2020-07-26 22:41:51,148 - mmaction - INFO - Epoch [24][980/3757] lr: 1.000e-02, eta: 5 days, 22:43:26, time: 1.793, data_time: 0.729, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7273, loss_cls: 2.2170, loss: 2.2170, grad_norm: 5.6277 2020-07-26 22:42:24,223 - mmaction - INFO - Epoch [24][1000/3757] lr: 1.000e-02, eta: 5 days, 22:42:42, time: 1.648, data_time: 0.003, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7695, loss_cls: 2.0627, loss: 2.0627, grad_norm: 5.5117 2020-07-26 22:43:00,329 - mmaction - INFO - Epoch [24][1020/3757] lr: 1.000e-02, eta: 5 days, 22:42:08, time: 1.812, data_time: 0.010, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7508, loss_cls: 2.0382, loss: 2.0382, grad_norm: 5.4391 2020-07-26 22:43:35,990 - mmaction - INFO - Epoch [24][1040/3757] lr: 1.000e-02, eta: 5 days, 22:41:32, time: 1.776, data_time: 0.009, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2783, loss: 2.2783, grad_norm: 5.7742 2020-07-26 22:44:11,310 - mmaction - INFO - Epoch [24][1060/3757] lr: 1.000e-02, eta: 5 days, 22:40:55, time: 1.765, data_time: 0.062, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7430, loss_cls: 2.1055, loss: 2.1055, grad_norm: 5.5139 2020-07-26 22:44:47,744 - mmaction - INFO - Epoch [24][1080/3757] lr: 1.000e-02, eta: 5 days, 22:40:22, time: 1.829, data_time: 0.021, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7531, loss_cls: 2.0884, loss: 2.0884, grad_norm: 5.6376 2020-07-26 22:45:23,352 - mmaction - INFO - Epoch [24][1100/3757] lr: 1.000e-02, eta: 5 days, 22:39:46, time: 1.773, data_time: 0.009, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7586, loss_cls: 2.0831, loss: 2.0831, grad_norm: 5.5593 2020-07-26 22:45:59,717 - mmaction - INFO - Epoch [24][1120/3757] lr: 1.000e-02, eta: 5 days, 22:39:14, time: 1.826, data_time: 0.011, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.2742, loss: 2.2742, grad_norm: 5.7364 2020-07-26 22:46:34,659 - mmaction - INFO - Epoch [24][1140/3757] lr: 1.000e-02, eta: 5 days, 22:38:35, time: 1.741, data_time: 0.009, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7609, loss_cls: 2.0918, loss: 2.0918, grad_norm: 5.4893 2020-07-26 22:47:09,982 - mmaction - INFO - Epoch [24][1160/3757] lr: 1.000e-02, eta: 5 days, 22:37:59, time: 1.770, data_time: 0.009, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7742, loss_cls: 2.0100, loss: 2.0100, grad_norm: 5.5770 2020-07-26 22:47:45,076 - mmaction - INFO - Epoch [24][1180/3757] lr: 1.000e-02, eta: 5 days, 22:37:21, time: 1.756, data_time: 0.012, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1539, loss: 2.1539, grad_norm: 5.7725 2020-07-26 22:48:20,429 - mmaction - INFO - Epoch [24][1200/3757] lr: 1.000e-02, eta: 5 days, 22:36:45, time: 1.767, data_time: 0.009, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7602, loss_cls: 2.0764, loss: 2.0764, grad_norm: 5.5485 2020-07-26 22:48:54,194 - mmaction - INFO - Epoch [24][1220/3757] lr: 1.000e-02, eta: 5 days, 22:36:03, time: 1.689, data_time: 0.004, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.0541, loss: 2.0541, grad_norm: 5.4661 2020-07-26 22:49:30,204 - mmaction - INFO - Epoch [24][1240/3757] lr: 1.000e-02, eta: 5 days, 22:35:29, time: 1.801, data_time: 0.070, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7523, loss_cls: 2.0981, loss: 2.0981, grad_norm: 5.6809 2020-07-26 22:50:02,784 - mmaction - INFO - Epoch [24][1260/3757] lr: 1.000e-02, eta: 5 days, 22:34:43, time: 1.629, data_time: 0.882, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7734, loss_cls: 1.9932, loss: 1.9932, grad_norm: 5.5759 2020-07-26 22:50:38,677 - mmaction - INFO - Epoch [24][1280/3757] lr: 1.000e-02, eta: 5 days, 22:34:08, time: 1.794, data_time: 0.634, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7367, loss_cls: 2.1534, loss: 2.1534, grad_norm: 5.6000 2020-07-26 22:51:15,643 - mmaction - INFO - Epoch [24][1300/3757] lr: 1.000e-02, eta: 5 days, 22:33:37, time: 1.845, data_time: 0.234, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7477, loss_cls: 2.0841, loss: 2.0841, grad_norm: 5.5291 2020-07-26 22:51:50,901 - mmaction - INFO - Epoch [24][1320/3757] lr: 1.000e-02, eta: 5 days, 22:32:59, time: 1.760, data_time: 0.009, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7266, loss_cls: 2.1910, loss: 2.1910, grad_norm: 5.5725 2020-07-26 22:52:24,985 - mmaction - INFO - Epoch [24][1340/3757] lr: 1.000e-02, eta: 5 days, 22:32:19, time: 1.703, data_time: 0.010, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7453, loss_cls: 2.0853, loss: 2.0853, grad_norm: 5.4415 2020-07-26 22:53:00,663 - mmaction - INFO - Epoch [24][1360/3757] lr: 1.000e-02, eta: 5 days, 22:31:43, time: 1.789, data_time: 0.073, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.0568, loss: 2.0568, grad_norm: 5.4267 2020-07-26 22:53:35,153 - mmaction - INFO - Epoch [24][1380/3757] lr: 1.000e-02, eta: 5 days, 22:31:04, time: 1.720, data_time: 0.416, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7461, loss_cls: 2.0698, loss: 2.0698, grad_norm: 5.6056 2020-07-26 22:54:07,142 - mmaction - INFO - Epoch [24][1400/3757] lr: 1.000e-02, eta: 5 days, 22:30:17, time: 1.606, data_time: 0.150, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7648, loss_cls: 2.0890, loss: 2.0890, grad_norm: 5.5243 2020-07-26 22:54:44,360 - mmaction - INFO - Epoch [24][1420/3757] lr: 1.000e-02, eta: 5 days, 22:29:46, time: 1.854, data_time: 0.450, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7508, loss_cls: 2.1392, loss: 2.1392, grad_norm: 5.7187 2020-07-26 22:55:19,166 - mmaction - INFO - Epoch [24][1440/3757] lr: 1.000e-02, eta: 5 days, 22:29:07, time: 1.742, data_time: 0.294, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7297, loss_cls: 2.1929, loss: 2.1929, grad_norm: 5.6238 2020-07-26 22:55:54,437 - mmaction - INFO - Epoch [24][1460/3757] lr: 1.000e-02, eta: 5 days, 22:28:31, time: 1.768, data_time: 0.242, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7492, loss_cls: 2.1735, loss: 2.1735, grad_norm: 5.6924 2020-07-26 22:56:28,602 - mmaction - INFO - Epoch [24][1480/3757] lr: 1.000e-02, eta: 5 days, 22:27:50, time: 1.704, data_time: 0.108, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7555, loss_cls: 2.0950, loss: 2.0950, grad_norm: 5.4742 2020-07-26 22:57:07,909 - mmaction - INFO - Epoch [24][1500/3757] lr: 1.000e-02, eta: 5 days, 22:27:27, time: 1.967, data_time: 0.082, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7492, loss_cls: 2.0865, loss: 2.0865, grad_norm: 5.4339 2020-07-26 22:57:43,590 - mmaction - INFO - Epoch [24][1520/3757] lr: 1.000e-02, eta: 5 days, 22:26:51, time: 1.784, data_time: 0.008, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7609, loss_cls: 2.0657, loss: 2.0657, grad_norm: 5.5808 2020-07-26 22:58:15,300 - mmaction - INFO - Epoch [24][1540/3757] lr: 1.000e-02, eta: 5 days, 22:26:03, time: 1.584, data_time: 0.009, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7359, loss_cls: 2.1885, loss: 2.1885, grad_norm: 5.4717 2020-07-26 22:58:50,924 - mmaction - INFO - Epoch [24][1560/3757] lr: 1.000e-02, eta: 5 days, 22:25:27, time: 1.783, data_time: 0.011, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7562, loss_cls: 2.0428, loss: 2.0428, grad_norm: 5.5512 2020-07-26 22:59:23,833 - mmaction - INFO - Epoch [24][1580/3757] lr: 1.000e-02, eta: 5 days, 22:24:42, time: 1.646, data_time: 0.553, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7531, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.4592 2020-07-26 22:59:58,167 - mmaction - INFO - Epoch [24][1600/3757] lr: 1.000e-02, eta: 5 days, 22:24:02, time: 1.707, data_time: 1.020, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7688, loss_cls: 2.0189, loss: 2.0189, grad_norm: 5.4080 2020-07-26 23:00:31,965 - mmaction - INFO - Epoch [24][1620/3757] lr: 1.000e-02, eta: 5 days, 22:23:20, time: 1.686, data_time: 0.594, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7633, loss_cls: 2.1060, loss: 2.1060, grad_norm: 5.6620 2020-07-26 23:01:08,532 - mmaction - INFO - Epoch [24][1640/3757] lr: 1.000e-02, eta: 5 days, 22:22:48, time: 1.842, data_time: 0.137, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7367, loss_cls: 2.1626, loss: 2.1626, grad_norm: 5.6983 2020-07-26 23:01:43,119 - mmaction - INFO - Epoch [24][1660/3757] lr: 1.000e-02, eta: 5 days, 22:22:09, time: 1.725, data_time: 0.008, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7398, loss_cls: 2.1914, loss: 2.1914, grad_norm: 5.7003 2020-07-26 23:02:19,703 - mmaction - INFO - Epoch [24][1680/3757] lr: 1.000e-02, eta: 5 days, 22:21:37, time: 1.834, data_time: 0.011, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7562, loss_cls: 2.0924, loss: 2.0924, grad_norm: 5.6932 2020-07-26 23:02:58,055 - mmaction - INFO - Epoch [24][1700/3757] lr: 1.000e-02, eta: 5 days, 22:21:10, time: 1.915, data_time: 0.003, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7250, loss_cls: 2.1947, loss: 2.1947, grad_norm: 5.5942 2020-07-26 23:03:32,458 - mmaction - INFO - Epoch [24][1720/3757] lr: 1.000e-02, eta: 5 days, 22:20:30, time: 1.712, data_time: 0.008, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7352, loss_cls: 2.2158, loss: 2.2158, grad_norm: 5.7024 2020-07-26 23:04:07,862 - mmaction - INFO - Epoch [24][1740/3757] lr: 1.000e-02, eta: 5 days, 22:19:54, time: 1.781, data_time: 0.252, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7695, loss_cls: 2.0416, loss: 2.0416, grad_norm: 5.4323 2020-07-26 23:04:45,611 - mmaction - INFO - Epoch [24][1760/3757] lr: 1.000e-02, eta: 5 days, 22:19:25, time: 1.881, data_time: 0.848, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7555, loss_cls: 2.1574, loss: 2.1574, grad_norm: 5.6044 2020-07-26 23:05:18,390 - mmaction - INFO - Epoch [24][1780/3757] lr: 1.000e-02, eta: 5 days, 22:18:40, time: 1.641, data_time: 0.070, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.0987, loss: 2.0987, grad_norm: 5.5202 2020-07-26 23:05:52,137 - mmaction - INFO - Epoch [24][1800/3757] lr: 1.000e-02, eta: 5 days, 22:17:58, time: 1.691, data_time: 0.025, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.1084, loss: 2.1084, grad_norm: 5.5873 2020-07-26 23:06:27,021 - mmaction - INFO - Epoch [24][1820/3757] lr: 1.000e-02, eta: 5 days, 22:17:20, time: 1.738, data_time: 0.165, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7469, loss_cls: 2.1660, loss: 2.1660, grad_norm: 5.7313 2020-07-26 23:06:58,995 - mmaction - INFO - Epoch [24][1840/3757] lr: 1.000e-02, eta: 5 days, 22:16:33, time: 1.605, data_time: 0.073, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7516, loss_cls: 2.0811, loss: 2.0811, grad_norm: 5.5130 2020-07-26 23:07:35,153 - mmaction - INFO - Epoch [24][1860/3757] lr: 1.000e-02, eta: 5 days, 22:15:59, time: 1.809, data_time: 0.460, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7625, loss_cls: 2.0721, loss: 2.0721, grad_norm: 5.5647 2020-07-26 23:08:13,832 - mmaction - INFO - Epoch [24][1880/3757] lr: 1.000e-02, eta: 5 days, 22:15:33, time: 1.932, data_time: 1.272, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7414, loss_cls: 2.1281, loss: 2.1281, grad_norm: 5.5670 2020-07-26 23:08:45,081 - mmaction - INFO - Epoch [24][1900/3757] lr: 1.000e-02, eta: 5 days, 22:14:43, time: 1.563, data_time: 0.982, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7453, loss_cls: 2.1540, loss: 2.1540, grad_norm: 5.6049 2020-07-26 23:09:21,993 - mmaction - INFO - Epoch [24][1920/3757] lr: 1.000e-02, eta: 5 days, 22:14:11, time: 1.840, data_time: 0.198, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7562, loss_cls: 2.1210, loss: 2.1210, grad_norm: 5.6180 2020-07-26 23:10:00,017 - mmaction - INFO - Epoch [24][1940/3757] lr: 1.000e-02, eta: 5 days, 22:13:44, time: 1.905, data_time: 0.040, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7586, loss_cls: 2.0344, loss: 2.0344, grad_norm: 5.4544 2020-07-26 23:10:36,641 - mmaction - INFO - Epoch [24][1960/3757] lr: 1.000e-02, eta: 5 days, 22:13:11, time: 1.833, data_time: 0.011, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.1758, loss: 2.1758, grad_norm: 5.8175 2020-07-26 23:11:06,613 - mmaction - INFO - Epoch [24][1980/3757] lr: 1.000e-02, eta: 5 days, 22:12:17, time: 1.499, data_time: 0.049, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.0937, loss: 2.0937, grad_norm: 5.6943 2020-07-26 23:11:41,891 - mmaction - INFO - Epoch [24][2000/3757] lr: 1.000e-02, eta: 5 days, 22:11:40, time: 1.756, data_time: 0.036, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7438, loss_cls: 2.1347, loss: 2.1347, grad_norm: 5.5091 2020-07-26 23:12:19,106 - mmaction - INFO - Epoch [24][2020/3757] lr: 1.000e-02, eta: 5 days, 22:11:10, time: 1.862, data_time: 0.212, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7281, loss_cls: 2.2319, loss: 2.2319, grad_norm: 5.5892 2020-07-26 23:12:53,962 - mmaction - INFO - Epoch [24][2040/3757] lr: 1.000e-02, eta: 5 days, 22:10:32, time: 1.745, data_time: 0.130, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7391, loss_cls: 2.1544, loss: 2.1544, grad_norm: 5.6306 2020-07-26 23:13:27,453 - mmaction - INFO - Epoch [24][2060/3757] lr: 1.000e-02, eta: 5 days, 22:09:49, time: 1.669, data_time: 0.045, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7461, loss_cls: 2.1718, loss: 2.1718, grad_norm: 5.6432 2020-07-26 23:13:58,315 - mmaction - INFO - Epoch [24][2080/3757] lr: 1.000e-02, eta: 5 days, 22:08:58, time: 1.551, data_time: 0.681, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7555, loss_cls: 2.0914, loss: 2.0914, grad_norm: 5.5125 2020-07-26 23:14:34,610 - mmaction - INFO - Epoch [24][2100/3757] lr: 1.000e-02, eta: 5 days, 22:08:24, time: 1.814, data_time: 0.031, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7500, loss_cls: 2.0566, loss: 2.0566, grad_norm: 5.5855 2020-07-26 23:15:08,870 - mmaction - INFO - Epoch [24][2120/3757] lr: 1.000e-02, eta: 5 days, 22:07:44, time: 1.708, data_time: 0.009, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7461, loss_cls: 2.1097, loss: 2.1097, grad_norm: 5.5553 2020-07-26 23:15:45,107 - mmaction - INFO - Epoch [24][2140/3757] lr: 1.000e-02, eta: 5 days, 22:07:11, time: 1.817, data_time: 0.009, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7523, loss_cls: 2.1015, loss: 2.1015, grad_norm: 5.5820 2020-07-26 23:16:18,586 - mmaction - INFO - Epoch [24][2160/3757] lr: 1.000e-02, eta: 5 days, 22:06:28, time: 1.670, data_time: 0.012, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7672, loss_cls: 2.0922, loss: 2.0922, grad_norm: 5.6490 2020-07-26 23:16:53,364 - mmaction - INFO - Epoch [24][2180/3757] lr: 1.000e-02, eta: 5 days, 22:05:50, time: 1.744, data_time: 0.009, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7438, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.6333 2020-07-26 23:17:29,325 - mmaction - INFO - Epoch [24][2200/3757] lr: 1.000e-02, eta: 5 days, 22:05:15, time: 1.795, data_time: 0.097, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7516, loss_cls: 2.1622, loss: 2.1622, grad_norm: 5.6182 2020-07-26 23:18:03,065 - mmaction - INFO - Epoch [24][2220/3757] lr: 1.000e-02, eta: 5 days, 22:04:33, time: 1.690, data_time: 0.272, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7328, loss_cls: 2.1941, loss: 2.1941, grad_norm: 5.5906 2020-07-26 23:18:38,679 - mmaction - INFO - Epoch [24][2240/3757] lr: 1.000e-02, eta: 5 days, 22:03:58, time: 1.781, data_time: 0.899, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7594, loss_cls: 2.0428, loss: 2.0428, grad_norm: 5.5629 2020-07-26 23:19:15,910 - mmaction - INFO - Epoch [24][2260/3757] lr: 1.000e-02, eta: 5 days, 22:03:27, time: 1.859, data_time: 0.554, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7148, loss_cls: 2.3216, loss: 2.3216, grad_norm: 5.8063 2020-07-26 23:19:52,590 - mmaction - INFO - Epoch [24][2280/3757] lr: 1.000e-02, eta: 5 days, 22:02:55, time: 1.834, data_time: 0.046, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7266, loss_cls: 2.1826, loss: 2.1826, grad_norm: 5.5959 2020-07-26 23:20:26,531 - mmaction - INFO - Epoch [24][2300/3757] lr: 1.000e-02, eta: 5 days, 22:02:13, time: 1.695, data_time: 0.014, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7484, loss_cls: 2.1095, loss: 2.1095, grad_norm: 5.5411 2020-07-26 23:21:02,205 - mmaction - INFO - Epoch [24][2320/3757] lr: 1.000e-02, eta: 5 days, 22:01:38, time: 1.787, data_time: 0.862, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7562, loss_cls: 2.1228, loss: 2.1228, grad_norm: 5.6761 2020-07-26 23:21:35,738 - mmaction - INFO - Epoch [24][2340/3757] lr: 1.000e-02, eta: 5 days, 22:00:55, time: 1.672, data_time: 0.596, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7469, loss_cls: 2.1303, loss: 2.1303, grad_norm: 5.6167 2020-07-26 23:22:11,601 - mmaction - INFO - Epoch [24][2360/3757] lr: 1.000e-02, eta: 5 days, 22:00:21, time: 1.800, data_time: 0.030, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7461, loss_cls: 2.1038, loss: 2.1038, grad_norm: 5.5160 2020-07-26 23:22:44,569 - mmaction - INFO - Epoch [24][2380/3757] lr: 1.000e-02, eta: 5 days, 21:59:36, time: 1.644, data_time: 0.302, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7672, loss_cls: 2.0863, loss: 2.0863, grad_norm: 5.6347 2020-07-26 23:23:18,768 - mmaction - INFO - Epoch [24][2400/3757] lr: 1.000e-02, eta: 5 days, 21:58:56, time: 1.709, data_time: 0.635, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7336, loss_cls: 2.2717, loss: 2.2717, grad_norm: 5.6928 2020-07-26 23:23:54,158 - mmaction - INFO - Epoch [24][2420/3757] lr: 1.000e-02, eta: 5 days, 21:58:20, time: 1.774, data_time: 0.941, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7391, loss_cls: 2.1233, loss: 2.1233, grad_norm: 5.5868 2020-07-26 23:24:29,136 - mmaction - INFO - Epoch [24][2440/3757] lr: 1.000e-02, eta: 5 days, 21:57:42, time: 1.749, data_time: 0.054, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7203, loss_cls: 2.2815, loss: 2.2815, grad_norm: 5.8384 2020-07-26 23:25:01,800 - mmaction - INFO - Epoch [24][2460/3757] lr: 1.000e-02, eta: 5 days, 21:56:57, time: 1.633, data_time: 0.003, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7289, loss_cls: 2.2129, loss: 2.2129, grad_norm: 5.8740 2020-07-26 23:25:38,881 - mmaction - INFO - Epoch [24][2480/3757] lr: 1.000e-02, eta: 5 days, 21:56:26, time: 1.854, data_time: 0.008, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7695, loss_cls: 1.9919, loss: 1.9919, grad_norm: 5.5710 2020-07-26 23:26:14,814 - mmaction - INFO - Epoch [24][2500/3757] lr: 1.000e-02, eta: 5 days, 21:55:51, time: 1.795, data_time: 0.082, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7383, loss_cls: 2.1638, loss: 2.1638, grad_norm: 5.7571 2020-07-26 23:26:49,550 - mmaction - INFO - Epoch [24][2520/3757] lr: 1.000e-02, eta: 5 days, 21:55:13, time: 1.739, data_time: 0.011, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 2.0146, loss: 2.0146, grad_norm: 5.4245 2020-07-26 23:27:23,185 - mmaction - INFO - Epoch [24][2540/3757] lr: 1.000e-02, eta: 5 days, 21:54:31, time: 1.681, data_time: 0.003, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7562, loss_cls: 2.1445, loss: 2.1445, grad_norm: 5.7725 2020-07-26 23:28:01,150 - mmaction - INFO - Epoch [24][2560/3757] lr: 1.000e-02, eta: 5 days, 21:54:02, time: 1.896, data_time: 0.015, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7266, loss_cls: 2.1953, loss: 2.1953, grad_norm: 5.7686 2020-07-26 23:28:38,275 - mmaction - INFO - Epoch [24][2580/3757] lr: 1.000e-02, eta: 5 days, 21:53:32, time: 1.858, data_time: 0.011, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7195, loss_cls: 2.2631, loss: 2.2631, grad_norm: 5.8119 2020-07-26 23:29:14,782 - mmaction - INFO - Epoch [24][2600/3757] lr: 1.000e-02, eta: 5 days, 21:52:59, time: 1.826, data_time: 0.004, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7414, loss_cls: 2.1475, loss: 2.1475, grad_norm: 5.6148 2020-07-26 23:29:51,085 - mmaction - INFO - Epoch [24][2620/3757] lr: 1.000e-02, eta: 5 days, 21:52:25, time: 1.812, data_time: 0.008, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7617, loss_cls: 2.0824, loss: 2.0824, grad_norm: 5.7537 2020-07-26 23:30:22,618 - mmaction - INFO - Epoch [24][2640/3757] lr: 1.000e-02, eta: 5 days, 21:51:36, time: 1.569, data_time: 0.010, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7539, loss_cls: 2.0523, loss: 2.0523, grad_norm: 5.4426 2020-07-26 23:31:00,079 - mmaction - INFO - Epoch [24][2660/3757] lr: 1.000e-02, eta: 5 days, 21:51:07, time: 1.883, data_time: 0.527, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7539, loss_cls: 2.1013, loss: 2.1013, grad_norm: 5.7170 2020-07-26 23:31:33,794 - mmaction - INFO - Epoch [24][2680/3757] lr: 1.000e-02, eta: 5 days, 21:50:25, time: 1.679, data_time: 0.009, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7320, loss_cls: 2.1769, loss: 2.1769, grad_norm: 5.5936 2020-07-26 23:32:07,454 - mmaction - INFO - Epoch [24][2700/3757] lr: 1.000e-02, eta: 5 days, 21:49:43, time: 1.682, data_time: 0.597, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7219, loss_cls: 2.2414, loss: 2.2414, grad_norm: 5.5816 2020-07-26 23:32:44,208 - mmaction - INFO - Epoch [24][2720/3757] lr: 1.000e-02, eta: 5 days, 21:49:11, time: 1.846, data_time: 1.274, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7484, loss_cls: 2.1093, loss: 2.1093, grad_norm: 5.5852 2020-07-26 23:33:17,860 - mmaction - INFO - Epoch [24][2740/3757] lr: 1.000e-02, eta: 5 days, 21:48:29, time: 1.678, data_time: 0.917, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7633, loss_cls: 2.0187, loss: 2.0187, grad_norm: 5.5589 2020-07-26 23:33:55,034 - mmaction - INFO - Epoch [24][2760/3757] lr: 1.000e-02, eta: 5 days, 21:47:59, time: 1.866, data_time: 0.056, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7391, loss_cls: 2.0886, loss: 2.0886, grad_norm: 5.5979 2020-07-26 23:34:29,069 - mmaction - INFO - Epoch [24][2780/3757] lr: 1.000e-02, eta: 5 days, 21:47:18, time: 1.701, data_time: 0.010, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7547, loss_cls: 2.1176, loss: 2.1176, grad_norm: 5.6243 2020-07-26 23:35:03,799 - mmaction - INFO - Epoch [24][2800/3757] lr: 1.000e-02, eta: 5 days, 21:46:39, time: 1.737, data_time: 0.008, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7336, loss_cls: 2.1631, loss: 2.1631, grad_norm: 5.6717 2020-07-26 23:35:38,988 - mmaction - INFO - Epoch [24][2820/3757] lr: 1.000e-02, eta: 5 days, 21:46:02, time: 1.759, data_time: 0.005, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7523, loss_cls: 2.0896, loss: 2.0896, grad_norm: 5.4505 2020-07-26 23:36:12,985 - mmaction - INFO - Epoch [24][2840/3757] lr: 1.000e-02, eta: 5 days, 21:45:21, time: 1.693, data_time: 0.008, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.2077, loss: 2.2077, grad_norm: 5.5641 2020-07-26 23:36:49,420 - mmaction - INFO - Epoch [24][2860/3757] lr: 1.000e-02, eta: 5 days, 21:44:48, time: 1.821, data_time: 0.010, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7484, loss_cls: 2.1477, loss: 2.1477, grad_norm: 5.5652 2020-07-26 23:37:22,046 - mmaction - INFO - Epoch [24][2880/3757] lr: 1.000e-02, eta: 5 days, 21:44:03, time: 1.636, data_time: 0.011, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7461, loss_cls: 2.0737, loss: 2.0737, grad_norm: 5.5534 2020-07-26 23:38:00,151 - mmaction - INFO - Epoch [24][2900/3757] lr: 1.000e-02, eta: 5 days, 21:43:35, time: 1.898, data_time: 0.030, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7438, loss_cls: 2.1171, loss: 2.1171, grad_norm: 5.5500 2020-07-26 23:38:33,099 - mmaction - INFO - Epoch [24][2920/3757] lr: 1.000e-02, eta: 5 days, 21:42:51, time: 1.655, data_time: 0.012, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7578, loss_cls: 2.1039, loss: 2.1039, grad_norm: 5.7399 2020-07-26 23:39:07,701 - mmaction - INFO - Epoch [24][2940/3757] lr: 1.000e-02, eta: 5 days, 21:42:12, time: 1.732, data_time: 0.030, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7625, loss_cls: 2.0451, loss: 2.0451, grad_norm: 5.6174 2020-07-26 23:39:43,930 - mmaction - INFO - Epoch [24][2960/3757] lr: 1.000e-02, eta: 5 days, 21:41:38, time: 1.805, data_time: 0.008, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7648, loss_cls: 2.0375, loss: 2.0375, grad_norm: 5.6721 2020-07-26 23:40:18,572 - mmaction - INFO - Epoch [24][2980/3757] lr: 1.000e-02, eta: 5 days, 21:40:59, time: 1.732, data_time: 0.017, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7539, loss_cls: 2.1232, loss: 2.1232, grad_norm: 5.6423 2020-07-26 23:40:54,766 - mmaction - INFO - Epoch [24][3000/3757] lr: 1.000e-02, eta: 5 days, 21:40:25, time: 1.812, data_time: 0.015, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7398, loss_cls: 2.1784, loss: 2.1784, grad_norm: 5.8092 2020-07-26 23:41:32,358 - mmaction - INFO - Epoch [24][3020/3757] lr: 1.000e-02, eta: 5 days, 21:39:56, time: 1.885, data_time: 0.008, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.1743, loss: 2.1743, grad_norm: 5.5622 2020-07-26 23:42:03,218 - mmaction - INFO - Epoch [24][3040/3757] lr: 1.000e-02, eta: 5 days, 21:39:06, time: 1.542, data_time: 0.016, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7484, loss_cls: 2.1454, loss: 2.1454, grad_norm: 5.4669 2020-07-26 23:42:39,214 - mmaction - INFO - Epoch [24][3060/3757] lr: 1.000e-02, eta: 5 days, 21:38:31, time: 1.798, data_time: 0.072, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.1976, loss: 2.1976, grad_norm: 5.8962 2020-07-26 23:43:13,193 - mmaction - INFO - Epoch [24][3080/3757] lr: 1.000e-02, eta: 5 days, 21:37:50, time: 1.700, data_time: 0.010, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7398, loss_cls: 2.1963, loss: 2.1963, grad_norm: 5.7728 2020-07-26 23:43:49,091 - mmaction - INFO - Epoch [24][3100/3757] lr: 1.000e-02, eta: 5 days, 21:37:15, time: 1.794, data_time: 0.003, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7305, loss_cls: 2.2448, loss: 2.2448, grad_norm: 5.6772 2020-07-26 23:44:26,310 - mmaction - INFO - Epoch [24][3120/3757] lr: 1.000e-02, eta: 5 days, 21:36:45, time: 1.862, data_time: 0.010, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7602, loss_cls: 2.1246, loss: 2.1246, grad_norm: 5.5660 2020-07-26 23:44:59,325 - mmaction - INFO - Epoch [24][3140/3757] lr: 1.000e-02, eta: 5 days, 21:36:01, time: 1.649, data_time: 0.004, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7352, loss_cls: 2.1743, loss: 2.1743, grad_norm: 5.5592 2020-07-26 23:45:34,866 - mmaction - INFO - Epoch [24][3160/3757] lr: 1.000e-02, eta: 5 days, 21:35:24, time: 1.766, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7477, loss_cls: 2.1068, loss: 2.1068, grad_norm: 5.5908 2020-07-26 23:46:10,276 - mmaction - INFO - Epoch [24][3180/3757] lr: 1.000e-02, eta: 5 days, 21:34:48, time: 1.781, data_time: 0.019, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7555, loss_cls: 2.0919, loss: 2.0919, grad_norm: 5.5416 2020-07-26 23:46:43,361 - mmaction - INFO - Epoch [24][3200/3757] lr: 1.000e-02, eta: 5 days, 21:34:05, time: 1.653, data_time: 0.014, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7461, loss_cls: 2.0986, loss: 2.0986, grad_norm: 5.6334 2020-07-26 23:47:19,177 - mmaction - INFO - Epoch [24][3220/3757] lr: 1.000e-02, eta: 5 days, 21:33:30, time: 1.790, data_time: 0.012, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7539, loss_cls: 2.0893, loss: 2.0893, grad_norm: 5.4997 2020-07-26 23:47:52,868 - mmaction - INFO - Epoch [24][3240/3757] lr: 1.000e-02, eta: 5 days, 21:32:48, time: 1.689, data_time: 0.008, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7383, loss_cls: 2.1448, loss: 2.1448, grad_norm: 5.5449 2020-07-26 23:48:28,626 - mmaction - INFO - Epoch [24][3260/3757] lr: 1.000e-02, eta: 5 days, 21:32:12, time: 1.783, data_time: 0.010, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7602, loss_cls: 2.1023, loss: 2.1023, grad_norm: 5.6482 2020-07-26 23:49:05,352 - mmaction - INFO - Epoch [24][3280/3757] lr: 1.000e-02, eta: 5 days, 21:31:41, time: 1.843, data_time: 0.009, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7391, loss_cls: 2.1475, loss: 2.1475, grad_norm: 5.6194 2020-07-26 23:49:42,248 - mmaction - INFO - Epoch [24][3300/3757] lr: 1.000e-02, eta: 5 days, 21:31:09, time: 1.840, data_time: 0.008, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.1147, loss: 2.1147, grad_norm: 5.5524 2020-07-26 23:50:19,389 - mmaction - INFO - Epoch [24][3320/3757] lr: 1.000e-02, eta: 5 days, 21:30:38, time: 1.853, data_time: 0.009, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7297, loss_cls: 2.1530, loss: 2.1530, grad_norm: 5.6650 2020-07-26 23:50:54,922 - mmaction - INFO - Epoch [24][3340/3757] lr: 1.000e-02, eta: 5 days, 21:30:02, time: 1.783, data_time: 0.012, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7453, loss_cls: 2.1833, loss: 2.1833, grad_norm: 5.5306 2020-07-26 23:51:29,204 - mmaction - INFO - Epoch [24][3360/3757] lr: 1.000e-02, eta: 5 days, 21:29:22, time: 1.710, data_time: 0.005, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1989, loss: 2.1989, grad_norm: 5.7124 2020-07-26 23:52:03,986 - mmaction - INFO - Epoch [24][3380/3757] lr: 1.000e-02, eta: 5 days, 21:28:44, time: 1.745, data_time: 0.010, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.1702, loss: 2.1702, grad_norm: 5.7932 2020-07-26 23:52:37,911 - mmaction - INFO - Epoch [24][3400/3757] lr: 1.000e-02, eta: 5 days, 21:28:03, time: 1.696, data_time: 0.004, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7516, loss_cls: 2.1148, loss: 2.1148, grad_norm: 5.5569 2020-07-26 23:53:12,048 - mmaction - INFO - Epoch [24][3420/3757] lr: 1.000e-02, eta: 5 days, 21:27:23, time: 1.708, data_time: 0.009, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7500, loss_cls: 2.1186, loss: 2.1186, grad_norm: 5.5338 2020-07-26 23:53:47,988 - mmaction - INFO - Epoch [24][3440/3757] lr: 1.000e-02, eta: 5 days, 21:26:48, time: 1.796, data_time: 0.002, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7508, loss_cls: 2.1452, loss: 2.1452, grad_norm: 5.7390 2020-07-26 23:54:23,951 - mmaction - INFO - Epoch [24][3460/3757] lr: 1.000e-02, eta: 5 days, 21:26:13, time: 1.793, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7344, loss_cls: 2.1401, loss: 2.1401, grad_norm: 5.5762 2020-07-26 23:54:59,613 - mmaction - INFO - Epoch [24][3480/3757] lr: 1.000e-02, eta: 5 days, 21:25:38, time: 1.788, data_time: 0.191, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7656, loss_cls: 1.9633, loss: 1.9633, grad_norm: 5.5806 2020-07-26 23:55:33,109 - mmaction - INFO - Epoch [24][3500/3757] lr: 1.000e-02, eta: 5 days, 21:24:55, time: 1.666, data_time: 0.008, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7508, loss_cls: 2.0921, loss: 2.0921, grad_norm: 5.4643 2020-07-26 23:56:07,500 - mmaction - INFO - Epoch [24][3520/3757] lr: 1.000e-02, eta: 5 days, 21:24:16, time: 1.729, data_time: 0.021, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7500, loss_cls: 2.0852, loss: 2.0852, grad_norm: 5.4295 2020-07-26 23:56:43,839 - mmaction - INFO - Epoch [24][3540/3757] lr: 1.000e-02, eta: 5 days, 21:23:42, time: 1.809, data_time: 0.181, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1312, loss: 2.1312, grad_norm: 5.6820 2020-07-26 23:57:17,986 - mmaction - INFO - Epoch [24][3560/3757] lr: 1.000e-02, eta: 5 days, 21:23:02, time: 1.712, data_time: 0.875, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7391, loss_cls: 2.1704, loss: 2.1704, grad_norm: 5.5922 2020-07-26 23:57:54,296 - mmaction - INFO - Epoch [24][3580/3757] lr: 1.000e-02, eta: 5 days, 21:22:29, time: 1.817, data_time: 1.160, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7734, loss_cls: 1.9978, loss: 1.9978, grad_norm: 5.4695 2020-07-26 23:58:29,870 - mmaction - INFO - Epoch [24][3600/3757] lr: 1.000e-02, eta: 5 days, 21:21:53, time: 1.776, data_time: 0.757, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7398, loss_cls: 2.1601, loss: 2.1601, grad_norm: 5.7439 2020-07-26 23:59:03,181 - mmaction - INFO - Epoch [24][3620/3757] lr: 1.000e-02, eta: 5 days, 21:21:10, time: 1.669, data_time: 1.097, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7578, loss_cls: 2.0377, loss: 2.0377, grad_norm: 5.5810 2020-07-26 23:59:41,408 - mmaction - INFO - Epoch [24][3640/3757] lr: 1.000e-02, eta: 5 days, 21:20:42, time: 1.907, data_time: 0.989, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7625, loss_cls: 2.1321, loss: 2.1321, grad_norm: 5.7820 2020-07-27 00:00:19,202 - mmaction - INFO - Epoch [24][3660/3757] lr: 1.000e-02, eta: 5 days, 21:20:13, time: 1.878, data_time: 1.084, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7594, loss_cls: 2.0965, loss: 2.0965, grad_norm: 5.6517 2020-07-27 00:00:52,968 - mmaction - INFO - Epoch [24][3680/3757] lr: 1.000e-02, eta: 5 days, 21:19:32, time: 1.705, data_time: 0.508, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.1993, loss: 2.1993, grad_norm: 5.7295 2020-07-27 00:01:29,012 - mmaction - INFO - Epoch [24][3700/3757] lr: 1.000e-02, eta: 5 days, 21:18:58, time: 1.798, data_time: 0.031, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7180, loss_cls: 2.2571, loss: 2.2571, grad_norm: 5.6346 2020-07-27 00:02:02,517 - mmaction - INFO - Epoch [24][3720/3757] lr: 1.000e-02, eta: 5 days, 21:18:16, time: 1.677, data_time: 0.278, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7602, loss_cls: 2.1320, loss: 2.1320, grad_norm: 5.6117 2020-07-27 00:02:39,660 - mmaction - INFO - Epoch [24][3740/3757] lr: 1.000e-02, eta: 5 days, 21:17:45, time: 1.856, data_time: 0.145, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7273, loss_cls: 2.1814, loss: 2.1814, grad_norm: 5.7424 2020-07-27 00:03:02,252 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-07-27 00:03:53,706 - mmaction - INFO - Epoch [25][20/3757] lr: 1.000e-02, eta: 5 days, 21:15:49, time: 2.503, data_time: 1.435, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7453, loss_cls: 2.1323, loss: 2.1323, grad_norm: 5.4843 2020-07-27 00:04:27,179 - mmaction - INFO - Epoch [25][40/3757] lr: 1.000e-02, eta: 5 days, 21:15:06, time: 1.678, data_time: 0.008, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.0923, loss: 2.0923, grad_norm: 5.6051 2020-07-27 00:05:01,573 - mmaction - INFO - Epoch [25][60/3757] lr: 1.000e-02, eta: 5 days, 21:14:27, time: 1.721, data_time: 0.159, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7555, loss_cls: 2.1189, loss: 2.1189, grad_norm: 5.4812 2020-07-27 00:05:36,252 - mmaction - INFO - Epoch [25][80/3757] lr: 1.000e-02, eta: 5 days, 21:13:48, time: 1.732, data_time: 0.351, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0061, loss: 2.0061, grad_norm: 5.4508 2020-07-27 00:06:10,130 - mmaction - INFO - Epoch [25][100/3757] lr: 1.000e-02, eta: 5 days, 21:13:07, time: 1.697, data_time: 0.260, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7320, loss_cls: 2.1972, loss: 2.1972, grad_norm: 5.7244 2020-07-27 00:06:47,401 - mmaction - INFO - Epoch [25][120/3757] lr: 1.000e-02, eta: 5 days, 21:12:36, time: 1.856, data_time: 0.288, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7516, loss_cls: 2.0634, loss: 2.0634, grad_norm: 5.6880 2020-07-27 00:07:21,089 - mmaction - INFO - Epoch [25][140/3757] lr: 1.000e-02, eta: 5 days, 21:11:55, time: 1.690, data_time: 0.149, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7492, loss_cls: 2.1319, loss: 2.1319, grad_norm: 5.6003 2020-07-27 00:08:01,195 - mmaction - INFO - Epoch [25][160/3757] lr: 1.000e-02, eta: 5 days, 21:11:34, time: 2.003, data_time: 0.407, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7438, loss_cls: 2.1291, loss: 2.1291, grad_norm: 5.4779 2020-07-27 00:08:36,914 - mmaction - INFO - Epoch [25][180/3757] lr: 1.000e-02, eta: 5 days, 21:10:58, time: 1.783, data_time: 0.452, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.0761, loss: 2.0761, grad_norm: 5.5046 2020-07-27 00:09:11,598 - mmaction - INFO - Epoch [25][200/3757] lr: 1.000e-02, eta: 5 days, 21:10:20, time: 1.739, data_time: 0.850, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7453, loss_cls: 2.0950, loss: 2.0950, grad_norm: 5.4329 2020-07-27 00:09:43,651 - mmaction - INFO - Epoch [25][220/3757] lr: 1.000e-02, eta: 5 days, 21:09:32, time: 1.596, data_time: 0.219, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7656, loss_cls: 2.0774, loss: 2.0774, grad_norm: 5.5960 2020-07-27 00:10:17,162 - mmaction - INFO - Epoch [25][240/3757] lr: 1.000e-02, eta: 5 days, 21:08:50, time: 1.680, data_time: 0.294, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7586, loss_cls: 2.0490, loss: 2.0490, grad_norm: 5.6106 2020-07-27 00:10:57,345 - mmaction - INFO - Epoch [25][260/3757] lr: 1.000e-02, eta: 5 days, 21:08:29, time: 2.010, data_time: 0.867, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7492, loss_cls: 2.0959, loss: 2.0959, grad_norm: 5.5039 2020-07-27 00:11:29,621 - mmaction - INFO - Epoch [25][280/3757] lr: 1.000e-02, eta: 5 days, 21:07:43, time: 1.616, data_time: 0.346, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7781, loss_cls: 1.9800, loss: 1.9800, grad_norm: 5.4226 2020-07-27 00:12:05,755 - mmaction - INFO - Epoch [25][300/3757] lr: 1.000e-02, eta: 5 days, 21:07:09, time: 1.799, data_time: 0.080, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7531, loss_cls: 2.0863, loss: 2.0863, grad_norm: 5.8331 2020-07-27 00:12:44,632 - mmaction - INFO - Epoch [25][320/3757] lr: 1.000e-02, eta: 5 days, 21:06:43, time: 1.945, data_time: 1.087, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7500, loss_cls: 2.1077, loss: 2.1077, grad_norm: 5.6355 2020-07-27 00:13:13,244 - mmaction - INFO - Epoch [25][340/3757] lr: 1.000e-02, eta: 5 days, 21:05:46, time: 1.435, data_time: 0.859, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7758, loss_cls: 1.9909, loss: 1.9909, grad_norm: 5.4957 2020-07-27 00:13:47,719 - mmaction - INFO - Epoch [25][360/3757] lr: 1.000e-02, eta: 5 days, 21:05:07, time: 1.723, data_time: 0.333, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7516, loss_cls: 2.0865, loss: 2.0865, grad_norm: 5.5614 2020-07-27 00:14:22,180 - mmaction - INFO - Epoch [25][380/3757] lr: 1.000e-02, eta: 5 days, 21:04:28, time: 1.726, data_time: 0.256, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7547, loss_cls: 2.1017, loss: 2.1017, grad_norm: 5.5815 2020-07-27 00:14:56,938 - mmaction - INFO - Epoch [25][400/3757] lr: 1.000e-02, eta: 5 days, 21:03:49, time: 1.737, data_time: 0.008, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7711, loss_cls: 2.0220, loss: 2.0220, grad_norm: 5.4341 2020-07-27 00:15:32,834 - mmaction - INFO - Epoch [25][420/3757] lr: 1.000e-02, eta: 5 days, 21:03:15, time: 1.795, data_time: 0.004, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.0508, loss: 2.0508, grad_norm: 5.6285 2020-07-27 00:16:09,620 - mmaction - INFO - Epoch [25][440/3757] lr: 1.000e-02, eta: 5 days, 21:02:42, time: 1.833, data_time: 0.008, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7688, loss_cls: 2.0328, loss: 2.0328, grad_norm: 5.5476 2020-07-27 00:16:40,628 - mmaction - INFO - Epoch [25][460/3757] lr: 1.000e-02, eta: 5 days, 21:01:52, time: 1.557, data_time: 0.009, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7578, loss_cls: 2.0802, loss: 2.0802, grad_norm: 5.5659 2020-07-27 00:17:17,577 - mmaction - INFO - Epoch [25][480/3757] lr: 1.000e-02, eta: 5 days, 21:01:21, time: 1.847, data_time: 0.009, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7406, loss_cls: 2.1967, loss: 2.1967, grad_norm: 5.8081 2020-07-27 00:17:51,995 - mmaction - INFO - Epoch [25][500/3757] lr: 1.000e-02, eta: 5 days, 21:00:42, time: 1.721, data_time: 0.003, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7523, loss_cls: 2.0588, loss: 2.0588, grad_norm: 5.5688 2020-07-27 00:18:28,466 - mmaction - INFO - Epoch [25][520/3757] lr: 1.000e-02, eta: 5 days, 21:00:08, time: 1.817, data_time: 0.009, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7586, loss_cls: 2.1144, loss: 2.1144, grad_norm: 5.7526 2020-07-27 00:19:03,141 - mmaction - INFO - Epoch [25][540/3757] lr: 1.000e-02, eta: 5 days, 20:59:30, time: 1.740, data_time: 0.011, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7672, loss_cls: 2.0514, loss: 2.0514, grad_norm: 5.5385 2020-07-27 00:19:36,970 - mmaction - INFO - Epoch [25][560/3757] lr: 1.000e-02, eta: 5 days, 20:58:48, time: 1.686, data_time: 0.009, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7469, loss_cls: 2.1363, loss: 2.1363, grad_norm: 5.6124 2020-07-27 00:20:15,203 - mmaction - INFO - Epoch [25][580/3757] lr: 1.000e-02, eta: 5 days, 20:58:21, time: 1.912, data_time: 0.019, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.1110, loss: 2.1110, grad_norm: 5.5899 2020-07-27 00:20:49,007 - mmaction - INFO - Epoch [25][600/3757] lr: 1.000e-02, eta: 5 days, 20:57:40, time: 1.695, data_time: 0.009, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7391, loss_cls: 2.1974, loss: 2.1974, grad_norm: 5.6296 2020-07-27 00:21:23,326 - mmaction - INFO - Epoch [25][620/3757] lr: 1.000e-02, eta: 5 days, 20:57:00, time: 1.717, data_time: 0.010, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7727, loss_cls: 2.0231, loss: 2.0231, grad_norm: 5.5980 2020-07-27 00:21:57,210 - mmaction - INFO - Epoch [25][640/3757] lr: 1.000e-02, eta: 5 days, 20:56:19, time: 1.690, data_time: 0.044, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7562, loss_cls: 2.0296, loss: 2.0296, grad_norm: 5.4542 2020-07-27 00:22:32,769 - mmaction - INFO - Epoch [25][660/3757] lr: 1.000e-02, eta: 5 days, 20:55:43, time: 1.780, data_time: 0.216, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0988, loss: 2.0988, grad_norm: 5.5593 2020-07-27 00:23:09,652 - mmaction - INFO - Epoch [25][680/3757] lr: 1.000e-02, eta: 5 days, 20:55:12, time: 1.846, data_time: 0.107, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7719, loss_cls: 2.0454, loss: 2.0454, grad_norm: 5.5468 2020-07-27 00:23:43,785 - mmaction - INFO - Epoch [25][700/3757] lr: 1.000e-02, eta: 5 days, 20:54:32, time: 1.705, data_time: 0.165, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7586, loss_cls: 2.0670, loss: 2.0670, grad_norm: 5.5398 2020-07-27 00:24:20,812 - mmaction - INFO - Epoch [25][720/3757] lr: 1.000e-02, eta: 5 days, 20:54:00, time: 1.851, data_time: 0.738, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7469, loss_cls: 2.0365, loss: 2.0365, grad_norm: 5.4954 2020-07-27 00:24:55,114 - mmaction - INFO - Epoch [25][740/3757] lr: 1.000e-02, eta: 5 days, 20:53:20, time: 1.711, data_time: 0.004, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7445, loss_cls: 2.1535, loss: 2.1535, grad_norm: 5.7229 2020-07-27 00:25:30,265 - mmaction - INFO - Epoch [25][760/3757] lr: 1.000e-02, eta: 5 days, 20:52:44, time: 1.764, data_time: 0.011, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0733, loss: 2.0733, grad_norm: 5.5982 2020-07-27 00:26:04,623 - mmaction - INFO - Epoch [25][780/3757] lr: 1.000e-02, eta: 5 days, 20:52:04, time: 1.718, data_time: 0.003, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7422, loss_cls: 2.1659, loss: 2.1659, grad_norm: 5.7747 2020-07-27 00:26:40,999 - mmaction - INFO - Epoch [25][800/3757] lr: 1.000e-02, eta: 5 days, 20:51:31, time: 1.816, data_time: 0.043, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7250, loss_cls: 2.1694, loss: 2.1694, grad_norm: 5.6316 2020-07-27 00:27:11,499 - mmaction - INFO - Epoch [25][820/3757] lr: 1.000e-02, eta: 5 days, 20:50:39, time: 1.519, data_time: 0.388, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7625, loss_cls: 2.0310, loss: 2.0310, grad_norm: 5.4757 2020-07-27 00:27:46,724 - mmaction - INFO - Epoch [25][840/3757] lr: 1.000e-02, eta: 5 days, 20:50:02, time: 1.769, data_time: 0.899, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7453, loss_cls: 2.1366, loss: 2.1366, grad_norm: 5.8350 2020-07-27 00:28:20,502 - mmaction - INFO - Epoch [25][860/3757] lr: 1.000e-02, eta: 5 days, 20:49:21, time: 1.689, data_time: 0.777, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7609, loss_cls: 2.0531, loss: 2.0531, grad_norm: 5.6270 2020-07-27 00:28:58,215 - mmaction - INFO - Epoch [25][880/3757] lr: 1.000e-02, eta: 5 days, 20:48:52, time: 1.884, data_time: 0.181, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7633, loss_cls: 2.0190, loss: 2.0190, grad_norm: 5.4282 2020-07-27 00:29:34,494 - mmaction - INFO - Epoch [25][900/3757] lr: 1.000e-02, eta: 5 days, 20:48:18, time: 1.814, data_time: 0.323, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7477, loss_cls: 2.0575, loss: 2.0575, grad_norm: 5.5781 2020-07-27 00:30:06,913 - mmaction - INFO - Epoch [25][920/3757] lr: 1.000e-02, eta: 5 days, 20:47:32, time: 1.621, data_time: 0.708, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7484, loss_cls: 2.1116, loss: 2.1116, grad_norm: 5.7960 2020-07-27 00:30:45,693 - mmaction - INFO - Epoch [25][940/3757] lr: 1.000e-02, eta: 5 days, 20:47:07, time: 1.943, data_time: 0.214, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7266, loss_cls: 2.2452, loss: 2.2452, grad_norm: 5.5747 2020-07-27 00:31:19,721 - mmaction - INFO - Epoch [25][960/3757] lr: 1.000e-02, eta: 5 days, 20:46:26, time: 1.699, data_time: 0.164, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7516, loss_cls: 2.1452, loss: 2.1452, grad_norm: 5.5847 2020-07-27 00:31:56,449 - mmaction - INFO - Epoch [25][980/3757] lr: 1.000e-02, eta: 5 days, 20:45:54, time: 1.832, data_time: 0.289, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7445, loss_cls: 2.1553, loss: 2.1553, grad_norm: 5.6779 2020-07-27 00:32:33,113 - mmaction - INFO - Epoch [25][1000/3757] lr: 1.000e-02, eta: 5 days, 20:45:22, time: 1.839, data_time: 0.392, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.1270, loss: 2.1270, grad_norm: 5.4731 2020-07-27 00:33:04,065 - mmaction - INFO - Epoch [25][1020/3757] lr: 1.000e-02, eta: 5 days, 20:44:32, time: 1.548, data_time: 0.008, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7523, loss_cls: 2.1994, loss: 2.1994, grad_norm: 5.6332 2020-07-27 00:33:42,905 - mmaction - INFO - Epoch [25][1040/3757] lr: 1.000e-02, eta: 5 days, 20:44:06, time: 1.937, data_time: 0.002, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7516, loss_cls: 2.0847, loss: 2.0847, grad_norm: 5.5359 2020-07-27 00:34:16,388 - mmaction - INFO - Epoch [25][1060/3757] lr: 1.000e-02, eta: 5 days, 20:43:24, time: 1.676, data_time: 0.014, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7609, loss_cls: 2.0517, loss: 2.0517, grad_norm: 5.4411 2020-07-27 00:34:49,140 - mmaction - INFO - Epoch [25][1080/3757] lr: 1.000e-02, eta: 5 days, 20:42:39, time: 1.640, data_time: 0.009, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7633, loss_cls: 2.0813, loss: 2.0813, grad_norm: 5.5183 2020-07-27 00:35:25,869 - mmaction - INFO - Epoch [25][1100/3757] lr: 1.000e-02, eta: 5 days, 20:42:07, time: 1.831, data_time: 0.004, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7648, loss_cls: 2.0420, loss: 2.0420, grad_norm: 5.5999 2020-07-27 00:35:58,397 - mmaction - INFO - Epoch [25][1120/3757] lr: 1.000e-02, eta: 5 days, 20:41:22, time: 1.632, data_time: 0.010, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7508, loss_cls: 2.0876, loss: 2.0876, grad_norm: 5.5574 2020-07-27 00:36:34,204 - mmaction - INFO - Epoch [25][1140/3757] lr: 1.000e-02, eta: 5 days, 20:40:47, time: 1.786, data_time: 0.007, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7344, loss_cls: 2.1882, loss: 2.1882, grad_norm: 5.6876 2020-07-27 00:37:12,301 - mmaction - INFO - Epoch [25][1160/3757] lr: 1.000e-02, eta: 5 days, 20:40:19, time: 1.908, data_time: 0.010, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7383, loss_cls: 2.2236, loss: 2.2236, grad_norm: 5.6220 2020-07-27 00:37:47,750 - mmaction - INFO - Epoch [25][1180/3757] lr: 1.000e-02, eta: 5 days, 20:39:43, time: 1.774, data_time: 0.040, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7500, loss_cls: 2.1102, loss: 2.1102, grad_norm: 5.4383 2020-07-27 00:38:19,685 - mmaction - INFO - Epoch [25][1200/3757] lr: 1.000e-02, eta: 5 days, 20:38:56, time: 1.597, data_time: 0.004, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7641, loss_cls: 2.0236, loss: 2.0236, grad_norm: 5.3892 2020-07-27 00:38:53,399 - mmaction - INFO - Epoch [25][1220/3757] lr: 1.000e-02, eta: 5 days, 20:38:14, time: 1.681, data_time: 0.254, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7617, loss_cls: 2.0328, loss: 2.0328, grad_norm: 5.4970 2020-07-27 00:39:28,699 - mmaction - INFO - Epoch [25][1240/3757] lr: 1.000e-02, eta: 5 days, 20:37:38, time: 1.769, data_time: 0.010, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7391, loss_cls: 2.1123, loss: 2.1123, grad_norm: 5.5754 2020-07-27 00:40:05,759 - mmaction - INFO - Epoch [25][1260/3757] lr: 1.000e-02, eta: 5 days, 20:37:06, time: 1.854, data_time: 0.010, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7750, loss_cls: 2.0037, loss: 2.0037, grad_norm: 5.6283 2020-07-27 00:40:43,173 - mmaction - INFO - Epoch [25][1280/3757] lr: 1.000e-02, eta: 5 days, 20:36:36, time: 1.868, data_time: 0.003, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7562, loss_cls: 2.1223, loss: 2.1223, grad_norm: 5.5456 2020-07-27 00:41:15,505 - mmaction - INFO - Epoch [25][1300/3757] lr: 1.000e-02, eta: 5 days, 20:35:51, time: 1.620, data_time: 0.011, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7555, loss_cls: 2.1211, loss: 2.1211, grad_norm: 5.5223 2020-07-27 00:41:54,038 - mmaction - INFO - Epoch [25][1320/3757] lr: 1.000e-02, eta: 5 days, 20:35:24, time: 1.918, data_time: 0.012, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7508, loss_cls: 2.1263, loss: 2.1263, grad_norm: 5.6657 2020-07-27 00:42:28,084 - mmaction - INFO - Epoch [25][1340/3757] lr: 1.000e-02, eta: 5 days, 20:34:43, time: 1.704, data_time: 0.396, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 1.9798, loss: 1.9798, grad_norm: 5.5737 2020-07-27 00:43:00,440 - mmaction - INFO - Epoch [25][1360/3757] lr: 1.000e-02, eta: 5 days, 20:33:58, time: 1.624, data_time: 0.435, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1919, loss: 2.1919, grad_norm: 5.6426 2020-07-27 00:43:34,645 - mmaction - INFO - Epoch [25][1380/3757] lr: 1.000e-02, eta: 5 days, 20:33:17, time: 1.705, data_time: 0.635, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7383, loss_cls: 2.1247, loss: 2.1247, grad_norm: 5.5594 2020-07-27 00:44:14,360 - mmaction - INFO - Epoch [25][1400/3757] lr: 1.000e-02, eta: 5 days, 20:32:55, time: 1.992, data_time: 0.966, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7586, loss_cls: 2.0047, loss: 2.0047, grad_norm: 5.4595 2020-07-27 00:44:50,257 - mmaction - INFO - Epoch [25][1420/3757] lr: 1.000e-02, eta: 5 days, 20:32:20, time: 1.787, data_time: 0.074, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7328, loss_cls: 2.1438, loss: 2.1438, grad_norm: 5.4697 2020-07-27 00:45:23,366 - mmaction - INFO - Epoch [25][1440/3757] lr: 1.000e-02, eta: 5 days, 20:31:36, time: 1.653, data_time: 0.074, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7508, loss_cls: 2.0798, loss: 2.0798, grad_norm: 5.4438 2020-07-27 00:46:00,130 - mmaction - INFO - Epoch [25][1460/3757] lr: 1.000e-02, eta: 5 days, 20:31:04, time: 1.843, data_time: 0.013, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7484, loss_cls: 2.1464, loss: 2.1464, grad_norm: 5.5106 2020-07-27 00:46:33,797 - mmaction - INFO - Epoch [25][1480/3757] lr: 1.000e-02, eta: 5 days, 20:30:23, time: 1.687, data_time: 0.012, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7578, loss_cls: 1.9991, loss: 1.9991, grad_norm: 5.4198 2020-07-27 00:47:05,109 - mmaction - INFO - Epoch [25][1500/3757] lr: 1.000e-02, eta: 5 days, 20:29:34, time: 1.562, data_time: 0.304, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7531, loss_cls: 2.0827, loss: 2.0827, grad_norm: 5.6683 2020-07-27 00:47:37,738 - mmaction - INFO - Epoch [25][1520/3757] lr: 1.000e-02, eta: 5 days, 20:28:49, time: 1.636, data_time: 0.969, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7703, loss_cls: 2.0099, loss: 2.0099, grad_norm: 5.4834 2020-07-27 00:48:16,443 - mmaction - INFO - Epoch [25][1540/3757] lr: 1.000e-02, eta: 5 days, 20:28:23, time: 1.933, data_time: 0.663, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1476, loss: 2.1476, grad_norm: 5.5357 2020-07-27 00:48:52,113 - mmaction - INFO - Epoch [25][1560/3757] lr: 1.000e-02, eta: 5 days, 20:27:48, time: 1.784, data_time: 0.051, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7523, loss_cls: 2.1328, loss: 2.1328, grad_norm: 5.7081 2020-07-27 00:49:26,229 - mmaction - INFO - Epoch [25][1580/3757] lr: 1.000e-02, eta: 5 days, 20:27:08, time: 1.708, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7492, loss_cls: 2.0928, loss: 2.0928, grad_norm: 5.4708 2020-07-27 00:50:00,076 - mmaction - INFO - Epoch [25][1600/3757] lr: 1.000e-02, eta: 5 days, 20:26:26, time: 1.692, data_time: 0.002, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7398, loss_cls: 2.1869, loss: 2.1869, grad_norm: 5.7977 2020-07-27 00:50:34,909 - mmaction - INFO - Epoch [25][1620/3757] lr: 1.000e-02, eta: 5 days, 20:25:48, time: 1.741, data_time: 0.002, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1533, loss: 2.1533, grad_norm: 5.6756 2020-07-27 00:51:10,723 - mmaction - INFO - Epoch [25][1640/3757] lr: 1.000e-02, eta: 5 days, 20:25:13, time: 1.791, data_time: 0.009, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7500, loss_cls: 2.1207, loss: 2.1207, grad_norm: 5.7034 2020-07-27 00:51:44,828 - mmaction - INFO - Epoch [25][1660/3757] lr: 1.000e-02, eta: 5 days, 20:24:33, time: 1.705, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.1651, loss: 2.1651, grad_norm: 5.6173 2020-07-27 00:52:22,472 - mmaction - INFO - Epoch [25][1680/3757] lr: 1.000e-02, eta: 5 days, 20:24:04, time: 1.881, data_time: 0.003, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7273, loss_cls: 2.1793, loss: 2.1793, grad_norm: 5.5858 2020-07-27 00:52:58,609 - mmaction - INFO - Epoch [25][1700/3757] lr: 1.000e-02, eta: 5 days, 20:23:30, time: 1.809, data_time: 0.009, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7383, loss_cls: 2.1400, loss: 2.1400, grad_norm: 5.5936 2020-07-27 00:53:32,561 - mmaction - INFO - Epoch [25][1720/3757] lr: 1.000e-02, eta: 5 days, 20:22:49, time: 1.697, data_time: 0.014, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7492, loss_cls: 2.0764, loss: 2.0764, grad_norm: 5.6357 2020-07-27 00:54:05,992 - mmaction - INFO - Epoch [25][1740/3757] lr: 1.000e-02, eta: 5 days, 20:22:06, time: 1.666, data_time: 0.238, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7297, loss_cls: 2.1833, loss: 2.1833, grad_norm: 5.5923 2020-07-27 00:54:40,582 - mmaction - INFO - Epoch [25][1760/3757] lr: 1.000e-02, eta: 5 days, 20:21:28, time: 1.734, data_time: 0.760, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7492, loss_cls: 2.1148, loss: 2.1148, grad_norm: 5.6300 2020-07-27 00:55:14,287 - mmaction - INFO - Epoch [25][1780/3757] lr: 1.000e-02, eta: 5 days, 20:20:46, time: 1.679, data_time: 0.805, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7398, loss_cls: 2.1623, loss: 2.1623, grad_norm: 5.5378 2020-07-27 00:55:50,442 - mmaction - INFO - Epoch [25][1800/3757] lr: 1.000e-02, eta: 5 days, 20:20:13, time: 1.815, data_time: 0.112, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7516, loss_cls: 2.1137, loss: 2.1137, grad_norm: 5.4146 2020-07-27 00:56:25,323 - mmaction - INFO - Epoch [25][1820/3757] lr: 1.000e-02, eta: 5 days, 20:19:34, time: 1.738, data_time: 0.694, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7445, loss_cls: 2.0986, loss: 2.0986, grad_norm: 5.5763 2020-07-27 00:57:01,260 - mmaction - INFO - Epoch [25][1840/3757] lr: 1.000e-02, eta: 5 days, 20:19:00, time: 1.803, data_time: 0.036, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7539, loss_cls: 2.0561, loss: 2.0561, grad_norm: 5.4935 2020-07-27 00:57:38,764 - mmaction - INFO - Epoch [25][1860/3757] lr: 1.000e-02, eta: 5 days, 20:18:30, time: 1.872, data_time: 0.007, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7352, loss_cls: 2.1179, loss: 2.1179, grad_norm: 5.4327 2020-07-27 00:58:13,894 - mmaction - INFO - Epoch [25][1880/3757] lr: 1.000e-02, eta: 5 days, 20:17:53, time: 1.755, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.1465, loss: 2.1465, grad_norm: 5.6023 2020-07-27 00:58:51,226 - mmaction - INFO - Epoch [25][1900/3757] lr: 1.000e-02, eta: 5 days, 20:17:23, time: 1.870, data_time: 0.045, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7531, loss_cls: 2.1190, loss: 2.1190, grad_norm: 5.5003 2020-07-27 00:59:25,886 - mmaction - INFO - Epoch [25][1920/3757] lr: 1.000e-02, eta: 5 days, 20:16:44, time: 1.733, data_time: 0.003, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7398, loss_cls: 2.0934, loss: 2.0934, grad_norm: 5.5855 2020-07-27 00:59:58,234 - mmaction - INFO - Epoch [25][1940/3757] lr: 1.000e-02, eta: 5 days, 20:15:58, time: 1.610, data_time: 0.009, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7594, loss_cls: 2.0968, loss: 2.0968, grad_norm: 5.6420 2020-07-27 01:00:32,679 - mmaction - INFO - Epoch [25][1960/3757] lr: 1.000e-02, eta: 5 days, 20:15:18, time: 1.713, data_time: 0.012, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7484, loss_cls: 2.0828, loss: 2.0828, grad_norm: 5.5724 2020-07-27 01:01:07,940 - mmaction - INFO - Epoch [25][1980/3757] lr: 1.000e-02, eta: 5 days, 20:14:42, time: 1.775, data_time: 0.034, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7516, loss_cls: 2.1362, loss: 2.1362, grad_norm: 5.6964 2020-07-27 01:01:44,125 - mmaction - INFO - Epoch [25][2000/3757] lr: 1.000e-02, eta: 5 days, 20:14:09, time: 1.814, data_time: 0.010, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7469, loss_cls: 2.1163, loss: 2.1163, grad_norm: 5.5573 2020-07-27 01:02:20,994 - mmaction - INFO - Epoch [25][2020/3757] lr: 1.000e-02, eta: 5 days, 20:13:37, time: 1.841, data_time: 0.004, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7508, loss_cls: 2.1284, loss: 2.1284, grad_norm: 5.5085 2020-07-27 01:02:56,024 - mmaction - INFO - Epoch [25][2040/3757] lr: 1.000e-02, eta: 5 days, 20:13:00, time: 1.755, data_time: 0.006, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7594, loss_cls: 2.0342, loss: 2.0342, grad_norm: 5.3391 2020-07-27 01:03:31,770 - mmaction - INFO - Epoch [25][2060/3757] lr: 1.000e-02, eta: 5 days, 20:12:25, time: 1.787, data_time: 0.003, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7594, loss_cls: 2.0746, loss: 2.0746, grad_norm: 5.5450 2020-07-27 01:04:04,570 - mmaction - INFO - Epoch [25][2080/3757] lr: 1.000e-02, eta: 5 days, 20:11:40, time: 1.641, data_time: 0.209, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7469, loss_cls: 2.0314, loss: 2.0314, grad_norm: 5.6039 2020-07-27 01:04:39,552 - mmaction - INFO - Epoch [25][2100/3757] lr: 1.000e-02, eta: 5 days, 20:11:03, time: 1.748, data_time: 0.027, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7594, loss_cls: 2.0580, loss: 2.0580, grad_norm: 5.6038 2020-07-27 01:05:12,807 - mmaction - INFO - Epoch [25][2120/3757] lr: 1.000e-02, eta: 5 days, 20:10:20, time: 1.659, data_time: 0.009, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7531, loss_cls: 2.1014, loss: 2.1014, grad_norm: 5.6821 2020-07-27 01:05:49,755 - mmaction - INFO - Epoch [25][2140/3757] lr: 1.000e-02, eta: 5 days, 20:09:48, time: 1.850, data_time: 0.009, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7664, loss_cls: 2.0554, loss: 2.0554, grad_norm: 5.7182 2020-07-27 01:06:23,566 - mmaction - INFO - Epoch [25][2160/3757] lr: 1.000e-02, eta: 5 days, 20:09:07, time: 1.691, data_time: 0.049, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7523, loss_cls: 2.1304, loss: 2.1304, grad_norm: 5.6551 2020-07-27 01:06:58,029 - mmaction - INFO - Epoch [25][2180/3757] lr: 1.000e-02, eta: 5 days, 20:08:28, time: 1.720, data_time: 0.413, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7492, loss_cls: 2.0949, loss: 2.0949, grad_norm: 5.5880 2020-07-27 01:07:33,966 - mmaction - INFO - Epoch [25][2200/3757] lr: 1.000e-02, eta: 5 days, 20:07:53, time: 1.800, data_time: 0.915, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7562, loss_cls: 2.0579, loss: 2.0579, grad_norm: 5.5208 2020-07-27 01:08:10,935 - mmaction - INFO - Epoch [25][2220/3757] lr: 1.000e-02, eta: 5 days, 20:07:22, time: 1.843, data_time: 0.105, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7453, loss_cls: 2.1600, loss: 2.1600, grad_norm: 5.5748 2020-07-27 01:08:44,530 - mmaction - INFO - Epoch [25][2240/3757] lr: 1.000e-02, eta: 5 days, 20:06:40, time: 1.686, data_time: 0.017, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7711, loss_cls: 2.0764, loss: 2.0764, grad_norm: 5.6978 2020-07-27 01:09:20,832 - mmaction - INFO - Epoch [25][2260/3757] lr: 1.000e-02, eta: 5 days, 20:06:06, time: 1.807, data_time: 0.013, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7562, loss_cls: 2.0918, loss: 2.0918, grad_norm: 5.5735 2020-07-27 01:09:54,380 - mmaction - INFO - Epoch [25][2280/3757] lr: 1.000e-02, eta: 5 days, 20:05:25, time: 1.686, data_time: 0.010, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7422, loss_cls: 2.1157, loss: 2.1157, grad_norm: 5.5112 2020-07-27 01:10:30,259 - mmaction - INFO - Epoch [25][2300/3757] lr: 1.000e-02, eta: 5 days, 20:04:50, time: 1.788, data_time: 0.009, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7617, loss_cls: 2.1063, loss: 2.1063, grad_norm: 5.6421 2020-07-27 01:11:05,320 - mmaction - INFO - Epoch [25][2320/3757] lr: 1.000e-02, eta: 5 days, 20:04:13, time: 1.759, data_time: 0.009, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7422, loss_cls: 2.1304, loss: 2.1304, grad_norm: 5.4487 2020-07-27 01:11:39,090 - mmaction - INFO - Epoch [25][2340/3757] lr: 1.000e-02, eta: 5 days, 20:03:31, time: 1.686, data_time: 0.009, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7625, loss_cls: 2.0883, loss: 2.0883, grad_norm: 5.6140 2020-07-27 01:12:16,621 - mmaction - INFO - Epoch [25][2360/3757] lr: 1.000e-02, eta: 5 days, 20:03:02, time: 1.879, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1066, loss: 2.1066, grad_norm: 5.5241 2020-07-27 01:12:49,094 - mmaction - INFO - Epoch [25][2380/3757] lr: 1.000e-02, eta: 5 days, 20:02:17, time: 1.624, data_time: 0.018, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7781, loss_cls: 2.0379, loss: 2.0379, grad_norm: 5.5667 2020-07-27 01:13:23,429 - mmaction - INFO - Epoch [25][2400/3757] lr: 1.000e-02, eta: 5 days, 20:01:37, time: 1.714, data_time: 0.228, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.2272, loss: 2.2272, grad_norm: 5.7566 2020-07-27 01:13:59,241 - mmaction - INFO - Epoch [25][2420/3757] lr: 1.000e-02, eta: 5 days, 20:01:02, time: 1.793, data_time: 0.029, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7586, loss_cls: 2.1181, loss: 2.1181, grad_norm: 5.5507 2020-07-27 01:14:33,774 - mmaction - INFO - Epoch [25][2440/3757] lr: 1.000e-02, eta: 5 days, 20:00:23, time: 1.718, data_time: 0.014, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7484, loss_cls: 2.1708, loss: 2.1708, grad_norm: 5.7413 2020-07-27 01:15:10,465 - mmaction - INFO - Epoch [25][2460/3757] lr: 1.000e-02, eta: 5 days, 19:59:51, time: 1.841, data_time: 0.013, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7281, loss_cls: 2.1127, loss: 2.1127, grad_norm: 5.6021 2020-07-27 01:15:50,009 - mmaction - INFO - Epoch [25][2480/3757] lr: 1.000e-02, eta: 5 days, 19:59:27, time: 1.978, data_time: 0.004, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7266, loss_cls: 2.2467, loss: 2.2467, grad_norm: 5.7559 2020-07-27 01:16:24,847 - mmaction - INFO - Epoch [25][2500/3757] lr: 1.000e-02, eta: 5 days, 19:58:49, time: 1.743, data_time: 0.003, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7297, loss_cls: 2.2147, loss: 2.2147, grad_norm: 5.7435 2020-07-27 01:16:58,842 - mmaction - INFO - Epoch [25][2520/3757] lr: 1.000e-02, eta: 5 days, 19:58:08, time: 1.694, data_time: 0.007, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7688, loss_cls: 2.1039, loss: 2.1039, grad_norm: 5.5766 2020-07-27 01:17:33,595 - mmaction - INFO - Epoch [25][2540/3757] lr: 1.000e-02, eta: 5 days, 19:57:31, time: 1.742, data_time: 0.009, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7555, loss_cls: 2.0686, loss: 2.0686, grad_norm: 5.5628 2020-07-27 01:18:07,848 - mmaction - INFO - Epoch [25][2560/3757] lr: 1.000e-02, eta: 5 days, 19:56:51, time: 1.713, data_time: 0.008, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7680, loss_cls: 2.1002, loss: 2.1002, grad_norm: 5.4337 2020-07-27 01:18:43,336 - mmaction - INFO - Epoch [25][2580/3757] lr: 1.000e-02, eta: 5 days, 19:56:15, time: 1.775, data_time: 0.004, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7492, loss_cls: 2.1417, loss: 2.1417, grad_norm: 5.6675 2020-07-27 01:19:18,280 - mmaction - INFO - Epoch [25][2600/3757] lr: 1.000e-02, eta: 5 days, 19:55:37, time: 1.743, data_time: 0.008, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7500, loss_cls: 2.1313, loss: 2.1313, grad_norm: 5.6427 2020-07-27 01:19:55,790 - mmaction - INFO - Epoch [25][2620/3757] lr: 1.000e-02, eta: 5 days, 19:55:07, time: 1.878, data_time: 0.009, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7695, loss_cls: 2.0569, loss: 2.0569, grad_norm: 5.5859 2020-07-27 01:20:30,809 - mmaction - INFO - Epoch [25][2640/3757] lr: 1.000e-02, eta: 5 days, 19:54:30, time: 1.748, data_time: 0.009, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7445, loss_cls: 2.1689, loss: 2.1689, grad_norm: 5.6903 2020-07-27 01:21:06,992 - mmaction - INFO - Epoch [25][2660/3757] lr: 1.000e-02, eta: 5 days, 19:53:56, time: 1.812, data_time: 0.010, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7523, loss_cls: 2.0688, loss: 2.0688, grad_norm: 5.4418 2020-07-27 01:21:40,585 - mmaction - INFO - Epoch [25][2680/3757] lr: 1.000e-02, eta: 5 days, 19:53:14, time: 1.679, data_time: 0.010, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1414, loss: 2.1414, grad_norm: 5.7455 2020-07-27 01:22:19,439 - mmaction - INFO - Epoch [25][2700/3757] lr: 1.000e-02, eta: 5 days, 19:52:49, time: 1.943, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7516, loss_cls: 2.1133, loss: 2.1133, grad_norm: 5.5053 2020-07-27 01:22:52,727 - mmaction - INFO - Epoch [25][2720/3757] lr: 1.000e-02, eta: 5 days, 19:52:06, time: 1.666, data_time: 0.012, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0660, loss: 2.0660, grad_norm: 5.4937 2020-07-27 01:23:25,097 - mmaction - INFO - Epoch [25][2740/3757] lr: 1.000e-02, eta: 5 days, 19:51:20, time: 1.617, data_time: 0.009, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7414, loss_cls: 2.1630, loss: 2.1630, grad_norm: 5.6405 2020-07-27 01:24:03,522 - mmaction - INFO - Epoch [25][2760/3757] lr: 1.000e-02, eta: 5 days, 19:50:54, time: 1.925, data_time: 0.009, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7484, loss_cls: 2.1424, loss: 2.1424, grad_norm: 5.5872 2020-07-27 01:24:39,762 - mmaction - INFO - Epoch [25][2780/3757] lr: 1.000e-02, eta: 5 days, 19:50:19, time: 1.805, data_time: 0.007, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.1627, loss: 2.1627, grad_norm: 5.5562 2020-07-27 01:25:11,833 - mmaction - INFO - Epoch [25][2800/3757] lr: 1.000e-02, eta: 5 days, 19:49:33, time: 1.607, data_time: 0.009, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7570, loss_cls: 2.0786, loss: 2.0786, grad_norm: 5.5497 2020-07-27 01:25:47,439 - mmaction - INFO - Epoch [25][2820/3757] lr: 1.000e-02, eta: 5 days, 19:48:58, time: 1.784, data_time: 0.023, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.1513, loss: 2.1513, grad_norm: 5.6396 2020-07-27 01:26:27,026 - mmaction - INFO - Epoch [25][2840/3757] lr: 1.000e-02, eta: 5 days, 19:48:34, time: 1.973, data_time: 0.008, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7539, loss_cls: 2.1227, loss: 2.1227, grad_norm: 5.6967 2020-07-27 01:27:00,151 - mmaction - INFO - Epoch [25][2860/3757] lr: 1.000e-02, eta: 5 days, 19:47:51, time: 1.662, data_time: 0.009, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7383, loss_cls: 2.1148, loss: 2.1148, grad_norm: 5.6022 2020-07-27 01:27:37,578 - mmaction - INFO - Epoch [25][2880/3757] lr: 1.000e-02, eta: 5 days, 19:47:21, time: 1.872, data_time: 0.008, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7367, loss_cls: 2.1820, loss: 2.1820, grad_norm: 5.6521 2020-07-27 01:28:11,440 - mmaction - INFO - Epoch [25][2900/3757] lr: 1.000e-02, eta: 5 days, 19:46:40, time: 1.686, data_time: 0.002, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.0720, loss: 2.0720, grad_norm: 5.6165 2020-07-27 01:28:43,748 - mmaction - INFO - Epoch [25][2920/3757] lr: 1.000e-02, eta: 5 days, 19:45:55, time: 1.622, data_time: 0.010, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7508, loss_cls: 2.1414, loss: 2.1414, grad_norm: 5.7465 2020-07-27 01:29:19,178 - mmaction - INFO - Epoch [25][2940/3757] lr: 1.000e-02, eta: 5 days, 19:45:18, time: 1.767, data_time: 0.047, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.2058, loss: 2.2058, grad_norm: 5.5821 2020-07-27 01:29:54,042 - mmaction - INFO - Epoch [25][2960/3757] lr: 1.000e-02, eta: 5 days, 19:44:41, time: 1.748, data_time: 0.009, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7609, loss_cls: 2.1053, loss: 2.1053, grad_norm: 5.6682 2020-07-27 01:30:30,527 - mmaction - INFO - Epoch [25][2980/3757] lr: 1.000e-02, eta: 5 days, 19:44:07, time: 1.817, data_time: 0.008, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1608, loss: 2.1608, grad_norm: 5.5009 2020-07-27 01:31:04,857 - mmaction - INFO - Epoch [25][3000/3757] lr: 1.000e-02, eta: 5 days, 19:43:28, time: 1.721, data_time: 0.282, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7523, loss_cls: 2.0814, loss: 2.0814, grad_norm: 5.4145 2020-07-27 01:31:42,420 - mmaction - INFO - Epoch [25][3020/3757] lr: 1.000e-02, eta: 5 days, 19:42:58, time: 1.879, data_time: 0.267, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7461, loss_cls: 2.1053, loss: 2.1053, grad_norm: 5.5911 2020-07-27 01:32:17,379 - mmaction - INFO - Epoch [25][3040/3757] lr: 1.000e-02, eta: 5 days, 19:42:21, time: 1.749, data_time: 0.004, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7492, loss_cls: 2.1211, loss: 2.1211, grad_norm: 5.6848 2020-07-27 01:32:52,061 - mmaction - INFO - Epoch [25][3060/3757] lr: 1.000e-02, eta: 5 days, 19:41:42, time: 1.725, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1004, loss: 2.1004, grad_norm: 5.6260 2020-07-27 01:33:29,862 - mmaction - INFO - Epoch [25][3080/3757] lr: 1.000e-02, eta: 5 days, 19:41:13, time: 1.892, data_time: 0.012, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7477, loss_cls: 2.1059, loss: 2.1059, grad_norm: 5.7582 2020-07-27 01:34:03,638 - mmaction - INFO - Epoch [25][3100/3757] lr: 1.000e-02, eta: 5 days, 19:40:32, time: 1.695, data_time: 0.023, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7484, loss_cls: 2.1720, loss: 2.1720, grad_norm: 5.9315 2020-07-27 01:34:41,395 - mmaction - INFO - Epoch [25][3120/3757] lr: 1.000e-02, eta: 5 days, 19:40:03, time: 1.889, data_time: 0.007, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7461, loss_cls: 2.1497, loss: 2.1497, grad_norm: 5.5189 2020-07-27 01:35:12,481 - mmaction - INFO - Epoch [25][3140/3757] lr: 1.000e-02, eta: 5 days, 19:39:14, time: 1.548, data_time: 0.016, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7500, loss_cls: 2.0807, loss: 2.0807, grad_norm: 5.5648 2020-07-27 01:35:51,242 - mmaction - INFO - Epoch [25][3160/3757] lr: 1.000e-02, eta: 5 days, 19:38:48, time: 1.944, data_time: 0.010, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7227, loss_cls: 2.2344, loss: 2.2344, grad_norm: 5.7238 2020-07-27 01:36:25,765 - mmaction - INFO - Epoch [25][3180/3757] lr: 1.000e-02, eta: 5 days, 19:38:09, time: 1.725, data_time: 0.008, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7742, loss_cls: 1.9920, loss: 1.9920, grad_norm: 5.4623 2020-07-27 01:37:02,596 - mmaction - INFO - Epoch [25][3200/3757] lr: 1.000e-02, eta: 5 days, 19:37:37, time: 1.841, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.0731, loss: 2.0731, grad_norm: 5.4352 2020-07-27 01:37:37,156 - mmaction - INFO - Epoch [25][3220/3757] lr: 1.000e-02, eta: 5 days, 19:36:58, time: 1.723, data_time: 0.011, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.0962, loss: 2.0962, grad_norm: 5.5552 2020-07-27 01:38:13,746 - mmaction - INFO - Epoch [25][3240/3757] lr: 1.000e-02, eta: 5 days, 19:36:26, time: 1.834, data_time: 0.011, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7438, loss_cls: 2.1963, loss: 2.1963, grad_norm: 5.7422 2020-07-27 01:38:47,852 - mmaction - INFO - Epoch [25][3260/3757] lr: 1.000e-02, eta: 5 days, 19:35:45, time: 1.701, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7320, loss_cls: 2.1472, loss: 2.1472, grad_norm: 5.7058 2020-07-27 01:39:22,414 - mmaction - INFO - Epoch [25][3280/3757] lr: 1.000e-02, eta: 5 days, 19:35:07, time: 1.733, data_time: 0.009, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7531, loss_cls: 2.1236, loss: 2.1236, grad_norm: 5.5604 2020-07-27 01:39:56,670 - mmaction - INFO - Epoch [25][3300/3757] lr: 1.000e-02, eta: 5 days, 19:34:27, time: 1.708, data_time: 0.010, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7453, loss_cls: 2.1349, loss: 2.1349, grad_norm: 5.5025 2020-07-27 01:40:34,336 - mmaction - INFO - Epoch [25][3320/3757] lr: 1.000e-02, eta: 5 days, 19:33:57, time: 1.881, data_time: 0.009, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7477, loss_cls: 2.1458, loss: 2.1458, grad_norm: 5.5461 2020-07-27 01:41:05,038 - mmaction - INFO - Epoch [25][3340/3757] lr: 1.000e-02, eta: 5 days, 19:33:07, time: 1.542, data_time: 0.011, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7531, loss_cls: 2.0778, loss: 2.0778, grad_norm: 5.5838 2020-07-27 01:41:41,056 - mmaction - INFO - Epoch [25][3360/3757] lr: 1.000e-02, eta: 5 days, 19:32:32, time: 1.795, data_time: 0.009, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7445, loss_cls: 2.1187, loss: 2.1187, grad_norm: 5.7349 2020-07-27 01:42:16,689 - mmaction - INFO - Epoch [25][3380/3757] lr: 1.000e-02, eta: 5 days, 19:31:57, time: 1.789, data_time: 0.010, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7609, loss_cls: 2.0520, loss: 2.0520, grad_norm: 5.4181 2020-07-27 01:42:49,719 - mmaction - INFO - Epoch [25][3400/3757] lr: 1.000e-02, eta: 5 days, 19:31:14, time: 1.650, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7375, loss_cls: 2.2229, loss: 2.2229, grad_norm: 5.6470 2020-07-27 01:43:28,503 - mmaction - INFO - Epoch [25][3420/3757] lr: 1.000e-02, eta: 5 days, 19:30:48, time: 1.938, data_time: 0.005, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7469, loss_cls: 2.1402, loss: 2.1402, grad_norm: 5.6269 2020-07-27 01:44:01,421 - mmaction - INFO - Epoch [25][3440/3757] lr: 1.000e-02, eta: 5 days, 19:30:04, time: 1.649, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.1528, loss: 2.1528, grad_norm: 5.6794 2020-07-27 01:44:33,298 - mmaction - INFO - Epoch [25][3460/3757] lr: 1.000e-02, eta: 5 days, 19:29:17, time: 1.588, data_time: 0.008, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7383, loss_cls: 2.1094, loss: 2.1094, grad_norm: 5.5937 2020-07-27 01:45:10,531 - mmaction - INFO - Epoch [25][3480/3757] lr: 1.000e-02, eta: 5 days, 19:28:46, time: 1.861, data_time: 0.011, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7570, loss_cls: 2.1051, loss: 2.1051, grad_norm: 5.6682 2020-07-27 01:45:46,283 - mmaction - INFO - Epoch [25][3500/3757] lr: 1.000e-02, eta: 5 days, 19:28:12, time: 1.794, data_time: 0.014, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7414, loss_cls: 2.1668, loss: 2.1668, grad_norm: 5.7766 2020-07-27 01:46:19,086 - mmaction - INFO - Epoch [25][3520/3757] lr: 1.000e-02, eta: 5 days, 19:27:27, time: 1.631, data_time: 0.007, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7484, loss_cls: 2.1029, loss: 2.1029, grad_norm: 5.5776 2020-07-27 01:46:52,911 - mmaction - INFO - Epoch [25][3540/3757] lr: 1.000e-02, eta: 5 days, 19:26:47, time: 1.699, data_time: 0.011, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7445, loss_cls: 2.1015, loss: 2.1015, grad_norm: 5.7216 2020-07-27 01:47:30,437 - mmaction - INFO - Epoch [25][3560/3757] lr: 1.000e-02, eta: 5 days, 19:26:16, time: 1.870, data_time: 0.008, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7398, loss_cls: 2.1784, loss: 2.1784, grad_norm: 5.6233 2020-07-27 01:48:07,241 - mmaction - INFO - Epoch [25][3580/3757] lr: 1.000e-02, eta: 5 days, 19:25:45, time: 1.846, data_time: 0.010, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7656, loss_cls: 2.0176, loss: 2.0176, grad_norm: 5.3680 2020-07-27 01:48:41,877 - mmaction - INFO - Epoch [25][3600/3757] lr: 1.000e-02, eta: 5 days, 19:25:06, time: 1.730, data_time: 0.008, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7695, loss_cls: 2.0040, loss: 2.0040, grad_norm: 5.4848 2020-07-27 01:49:17,360 - mmaction - INFO - Epoch [25][3620/3757] lr: 1.000e-02, eta: 5 days, 19:24:30, time: 1.776, data_time: 0.009, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7617, loss_cls: 2.0873, loss: 2.0873, grad_norm: 5.4994 2020-07-27 01:49:53,508 - mmaction - INFO - Epoch [25][3640/3757] lr: 1.000e-02, eta: 5 days, 19:23:56, time: 1.805, data_time: 0.004, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7445, loss_cls: 2.1298, loss: 2.1298, grad_norm: 5.4224 2020-07-27 01:50:23,961 - mmaction - INFO - Epoch [25][3660/3757] lr: 1.000e-02, eta: 5 days, 19:23:05, time: 1.527, data_time: 0.010, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7375, loss_cls: 2.2016, loss: 2.2016, grad_norm: 5.6543 2020-07-27 01:50:59,905 - mmaction - INFO - Epoch [25][3680/3757] lr: 1.000e-02, eta: 5 days, 19:22:31, time: 1.797, data_time: 0.251, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7477, loss_cls: 2.1245, loss: 2.1245, grad_norm: 5.6288 2020-07-27 01:51:33,069 - mmaction - INFO - Epoch [25][3700/3757] lr: 1.000e-02, eta: 5 days, 19:21:48, time: 1.657, data_time: 0.002, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7398, loss_cls: 2.1565, loss: 2.1565, grad_norm: 5.6770 2020-07-27 01:52:07,656 - mmaction - INFO - Epoch [25][3720/3757] lr: 1.000e-02, eta: 5 days, 19:21:09, time: 1.729, data_time: 0.011, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7422, loss_cls: 2.1844, loss: 2.1844, grad_norm: 5.5635 2020-07-27 01:52:42,394 - mmaction - INFO - Epoch [25][3740/3757] lr: 1.000e-02, eta: 5 days, 19:20:31, time: 1.738, data_time: 0.004, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7406, loss_cls: 2.1728, loss: 2.1728, grad_norm: 5.5222 2020-07-27 01:53:06,047 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-07-27 01:53:56,981 - mmaction - INFO - Epoch [26][20/3757] lr: 1.000e-02, eta: 5 days, 19:18:33, time: 2.430, data_time: 1.597, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7828, loss_cls: 1.9561, loss: 1.9561, grad_norm: 5.2595 2020-07-27 01:54:34,160 - mmaction - INFO - Epoch [26][40/3757] lr: 1.000e-02, eta: 5 days, 19:18:03, time: 1.864, data_time: 0.871, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7484, loss_cls: 2.1149, loss: 2.1149, grad_norm: 5.4918 2020-07-27 01:55:10,843 - mmaction - INFO - Epoch [26][60/3757] lr: 1.000e-02, eta: 5 days, 19:17:30, time: 1.834, data_time: 0.008, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7383, loss_cls: 2.2060, loss: 2.2060, grad_norm: 5.5578 2020-07-27 01:55:44,268 - mmaction - INFO - Epoch [26][80/3757] lr: 1.000e-02, eta: 5 days, 19:16:48, time: 1.669, data_time: 0.098, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7562, loss_cls: 2.0981, loss: 2.0981, grad_norm: 5.4496 2020-07-27 01:56:20,387 - mmaction - INFO - Epoch [26][100/3757] lr: 1.000e-02, eta: 5 days, 19:16:14, time: 1.804, data_time: 0.011, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7531, loss_cls: 2.0664, loss: 2.0664, grad_norm: 5.4574 2020-07-27 01:56:57,242 - mmaction - INFO - Epoch [26][120/3757] lr: 1.000e-02, eta: 5 days, 19:15:42, time: 1.844, data_time: 0.008, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7523, loss_cls: 2.0894, loss: 2.0894, grad_norm: 5.7374 2020-07-27 01:57:32,163 - mmaction - INFO - Epoch [26][140/3757] lr: 1.000e-02, eta: 5 days, 19:15:05, time: 1.749, data_time: 0.011, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7664, loss_cls: 1.9730, loss: 1.9730, grad_norm: 5.4949 2020-07-27 01:58:04,754 - mmaction - INFO - Epoch [26][160/3757] lr: 1.000e-02, eta: 5 days, 19:14:20, time: 1.629, data_time: 0.143, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7648, loss_cls: 1.9843, loss: 1.9843, grad_norm: 5.5276 2020-07-27 01:58:40,191 - mmaction - INFO - Epoch [26][180/3757] lr: 1.000e-02, eta: 5 days, 19:13:44, time: 1.771, data_time: 0.002, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7609, loss_cls: 2.0429, loss: 2.0429, grad_norm: 5.6196 2020-07-27 01:59:13,941 - mmaction - INFO - Epoch [26][200/3757] lr: 1.000e-02, eta: 5 days, 19:13:02, time: 1.679, data_time: 0.008, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7445, loss_cls: 2.1567, loss: 2.1567, grad_norm: 5.6115 2020-07-27 01:59:49,248 - mmaction - INFO - Epoch [26][220/3757] lr: 1.000e-02, eta: 5 days, 19:12:26, time: 1.772, data_time: 0.014, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.1299, loss: 2.1299, grad_norm: 5.5639 2020-07-27 02:00:23,158 - mmaction - INFO - Epoch [26][240/3757] lr: 1.000e-02, eta: 5 days, 19:11:45, time: 1.680, data_time: 0.012, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7453, loss_cls: 2.1373, loss: 2.1373, grad_norm: 5.6024 2020-07-27 02:01:01,500 - mmaction - INFO - Epoch [26][260/3757] lr: 1.000e-02, eta: 5 days, 19:11:18, time: 1.933, data_time: 0.033, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7742, loss_cls: 1.9920, loss: 1.9920, grad_norm: 5.5083 2020-07-27 02:01:39,197 - mmaction - INFO - Epoch [26][280/3757] lr: 1.000e-02, eta: 5 days, 19:10:49, time: 1.884, data_time: 0.012, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7531, loss_cls: 2.0759, loss: 2.0759, grad_norm: 5.7011 2020-07-27 02:02:14,401 - mmaction - INFO - Epoch [26][300/3757] lr: 1.000e-02, eta: 5 days, 19:10:12, time: 1.760, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7734, loss_cls: 1.9798, loss: 1.9798, grad_norm: 5.4925 2020-07-27 02:02:48,513 - mmaction - INFO - Epoch [26][320/3757] lr: 1.000e-02, eta: 5 days, 19:09:32, time: 1.707, data_time: 0.010, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7484, loss_cls: 2.0562, loss: 2.0562, grad_norm: 5.6512 2020-07-27 02:03:21,016 - mmaction - INFO - Epoch [26][340/3757] lr: 1.000e-02, eta: 5 days, 19:08:47, time: 1.618, data_time: 0.487, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7547, loss_cls: 2.0552, loss: 2.0552, grad_norm: 5.6427 2020-07-27 02:03:54,357 - mmaction - INFO - Epoch [26][360/3757] lr: 1.000e-02, eta: 5 days, 19:08:05, time: 1.674, data_time: 1.077, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7484, loss_cls: 2.0881, loss: 2.0881, grad_norm: 5.6184 2020-07-27 02:04:31,224 - mmaction - INFO - Epoch [26][380/3757] lr: 1.000e-02, eta: 5 days, 19:07:33, time: 1.839, data_time: 0.407, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7594, loss_cls: 2.0733, loss: 2.0733, grad_norm: 5.6510 2020-07-27 02:05:09,076 - mmaction - INFO - Epoch [26][400/3757] lr: 1.000e-02, eta: 5 days, 19:07:04, time: 1.896, data_time: 0.666, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7453, loss_cls: 2.1512, loss: 2.1512, grad_norm: 5.7357 2020-07-27 02:05:45,240 - mmaction - INFO - Epoch [26][420/3757] lr: 1.000e-02, eta: 5 days, 19:06:30, time: 1.806, data_time: 0.110, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7289, loss_cls: 2.1820, loss: 2.1820, grad_norm: 5.8208 2020-07-27 02:06:17,186 - mmaction - INFO - Epoch [26][440/3757] lr: 1.000e-02, eta: 5 days, 19:05:44, time: 1.598, data_time: 0.039, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7453, loss_cls: 2.1163, loss: 2.1163, grad_norm: 5.5902 2020-07-27 02:06:56,722 - mmaction - INFO - Epoch [26][460/3757] lr: 1.000e-02, eta: 5 days, 19:05:20, time: 1.979, data_time: 0.140, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7516, loss_cls: 2.0929, loss: 2.0929, grad_norm: 5.5752 2020-07-27 02:07:26,690 - mmaction - INFO - Epoch [26][480/3757] lr: 1.000e-02, eta: 5 days, 19:04:28, time: 1.497, data_time: 0.003, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7414, loss_cls: 2.1548, loss: 2.1548, grad_norm: 5.5248 2020-07-27 02:08:03,980 - mmaction - INFO - Epoch [26][500/3757] lr: 1.000e-02, eta: 5 days, 19:03:57, time: 1.865, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7562, loss_cls: 2.0027, loss: 2.0027, grad_norm: 5.5343 2020-07-27 02:08:37,160 - mmaction - INFO - Epoch [26][520/3757] lr: 1.000e-02, eta: 5 days, 19:03:14, time: 1.658, data_time: 0.008, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7555, loss_cls: 2.1089, loss: 2.1089, grad_norm: 5.5437 2020-07-27 02:09:12,596 - mmaction - INFO - Epoch [26][540/3757] lr: 1.000e-02, eta: 5 days, 19:02:38, time: 1.764, data_time: 0.055, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.0524, loss: 2.0524, grad_norm: 5.4708 2020-07-27 02:09:50,083 - mmaction - INFO - Epoch [26][560/3757] lr: 1.000e-02, eta: 5 days, 19:02:08, time: 1.881, data_time: 0.054, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7609, loss_cls: 2.0551, loss: 2.0551, grad_norm: 5.5416 2020-07-27 02:10:20,434 - mmaction - INFO - Epoch [26][580/3757] lr: 1.000e-02, eta: 5 days, 19:01:16, time: 1.512, data_time: 0.011, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7539, loss_cls: 2.1084, loss: 2.1084, grad_norm: 5.6010 2020-07-27 02:10:57,484 - mmaction - INFO - Epoch [26][600/3757] lr: 1.000e-02, eta: 5 days, 19:00:46, time: 1.859, data_time: 0.044, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7672, loss_cls: 2.0150, loss: 2.0150, grad_norm: 5.5068 2020-07-27 02:11:31,506 - mmaction - INFO - Epoch [26][620/3757] lr: 1.000e-02, eta: 5 days, 19:00:05, time: 1.702, data_time: 0.009, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7555, loss_cls: 1.9988, loss: 1.9988, grad_norm: 5.4293 2020-07-27 02:12:03,864 - mmaction - INFO - Epoch [26][640/3757] lr: 1.000e-02, eta: 5 days, 18:59:20, time: 1.617, data_time: 0.003, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7352, loss_cls: 2.1580, loss: 2.1580, grad_norm: 5.5477 2020-07-27 02:12:43,149 - mmaction - INFO - Epoch [26][660/3757] lr: 1.000e-02, eta: 5 days, 18:58:55, time: 1.962, data_time: 0.004, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 2.0459, loss: 2.0459, grad_norm: 5.4235 2020-07-27 02:13:19,081 - mmaction - INFO - Epoch [26][680/3757] lr: 1.000e-02, eta: 5 days, 18:58:21, time: 1.797, data_time: 0.010, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7664, loss_cls: 2.0250, loss: 2.0250, grad_norm: 5.5521 2020-07-27 02:13:53,729 - mmaction - INFO - Epoch [26][700/3757] lr: 1.000e-02, eta: 5 days, 18:57:42, time: 1.733, data_time: 0.027, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7578, loss_cls: 2.0777, loss: 2.0777, grad_norm: 5.8226 2020-07-27 02:14:30,562 - mmaction - INFO - Epoch [26][720/3757] lr: 1.000e-02, eta: 5 days, 18:57:10, time: 1.837, data_time: 0.019, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7937, loss_cls: 1.9455, loss: 1.9455, grad_norm: 5.6204 2020-07-27 02:15:04,104 - mmaction - INFO - Epoch [26][740/3757] lr: 1.000e-02, eta: 5 days, 18:56:29, time: 1.681, data_time: 0.010, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7836, loss_cls: 2.0019, loss: 2.0019, grad_norm: 5.4747 2020-07-27 02:15:37,889 - mmaction - INFO - Epoch [26][760/3757] lr: 1.000e-02, eta: 5 days, 18:55:48, time: 1.690, data_time: 0.006, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7648, loss_cls: 2.0692, loss: 2.0692, grad_norm: 5.5629 2020-07-27 02:16:13,646 - mmaction - INFO - Epoch [26][780/3757] lr: 1.000e-02, eta: 5 days, 18:55:12, time: 1.783, data_time: 0.011, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1253, loss: 2.1253, grad_norm: 5.5904 2020-07-27 02:16:48,394 - mmaction - INFO - Epoch [26][800/3757] lr: 1.000e-02, eta: 5 days, 18:54:35, time: 1.745, data_time: 0.009, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7648, loss_cls: 2.0772, loss: 2.0772, grad_norm: 5.5425 2020-07-27 02:17:23,229 - mmaction - INFO - Epoch [26][820/3757] lr: 1.000e-02, eta: 5 days, 18:53:57, time: 1.737, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7422, loss_cls: 2.1066, loss: 2.1066, grad_norm: 5.4973 2020-07-27 02:17:57,920 - mmaction - INFO - Epoch [26][840/3757] lr: 1.000e-02, eta: 5 days, 18:53:19, time: 1.738, data_time: 0.008, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7625, loss_cls: 2.1248, loss: 2.1248, grad_norm: 5.6335 2020-07-27 02:18:32,593 - mmaction - INFO - Epoch [26][860/3757] lr: 1.000e-02, eta: 5 days, 18:52:40, time: 1.733, data_time: 0.009, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7695, loss_cls: 1.9959, loss: 1.9959, grad_norm: 5.4832 2020-07-27 02:19:07,519 - mmaction - INFO - Epoch [26][880/3757] lr: 1.000e-02, eta: 5 days, 18:52:03, time: 1.748, data_time: 0.004, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7430, loss_cls: 2.1037, loss: 2.1037, grad_norm: 5.5726 2020-07-27 02:19:41,489 - mmaction - INFO - Epoch [26][900/3757] lr: 1.000e-02, eta: 5 days, 18:51:22, time: 1.695, data_time: 0.009, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7359, loss_cls: 2.1080, loss: 2.1080, grad_norm: 5.6635 2020-07-27 02:20:20,472 - mmaction - INFO - Epoch [26][920/3757] lr: 1.000e-02, eta: 5 days, 18:50:56, time: 1.944, data_time: 1.079, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7719, loss_cls: 2.0365, loss: 2.0365, grad_norm: 5.4829 2020-07-27 02:20:54,271 - mmaction - INFO - Epoch [26][940/3757] lr: 1.000e-02, eta: 5 days, 18:50:16, time: 1.696, data_time: 1.110, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7430, loss_cls: 2.1549, loss: 2.1549, grad_norm: 5.5532 2020-07-27 02:21:27,292 - mmaction - INFO - Epoch [26][960/3757] lr: 1.000e-02, eta: 5 days, 18:49:33, time: 1.652, data_time: 0.354, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7531, loss_cls: 2.0363, loss: 2.0363, grad_norm: 5.5386 2020-07-27 02:22:01,330 - mmaction - INFO - Epoch [26][980/3757] lr: 1.000e-02, eta: 5 days, 18:48:52, time: 1.701, data_time: 0.398, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7867, loss_cls: 1.9748, loss: 1.9748, grad_norm: 5.6624 2020-07-27 02:22:38,592 - mmaction - INFO - Epoch [26][1000/3757] lr: 1.000e-02, eta: 5 days, 18:48:22, time: 1.862, data_time: 0.289, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7469, loss_cls: 2.1136, loss: 2.1136, grad_norm: 5.5943 2020-07-27 02:23:13,119 - mmaction - INFO - Epoch [26][1020/3757] lr: 1.000e-02, eta: 5 days, 18:47:43, time: 1.727, data_time: 0.057, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7578, loss_cls: 2.0654, loss: 2.0654, grad_norm: 5.4878 2020-07-27 02:23:47,362 - mmaction - INFO - Epoch [26][1040/3757] lr: 1.000e-02, eta: 5 days, 18:47:03, time: 1.714, data_time: 0.003, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7695, loss_cls: 2.0489, loss: 2.0489, grad_norm: 5.6637 2020-07-27 02:24:22,050 - mmaction - INFO - Epoch [26][1060/3757] lr: 1.000e-02, eta: 5 days, 18:46:25, time: 1.734, data_time: 0.038, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7555, loss_cls: 2.0771, loss: 2.0771, grad_norm: 5.5135 2020-07-27 02:24:59,048 - mmaction - INFO - Epoch [26][1080/3757] lr: 1.000e-02, eta: 5 days, 18:45:54, time: 1.851, data_time: 0.003, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7461, loss_cls: 2.1579, loss: 2.1579, grad_norm: 5.7718 2020-07-27 02:25:33,826 - mmaction - INFO - Epoch [26][1100/3757] lr: 1.000e-02, eta: 5 days, 18:45:16, time: 1.739, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7359, loss_cls: 2.1402, loss: 2.1402, grad_norm: 5.6720 2020-07-27 02:26:10,160 - mmaction - INFO - Epoch [26][1120/3757] lr: 1.000e-02, eta: 5 days, 18:44:42, time: 1.815, data_time: 0.002, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7695, loss_cls: 2.0286, loss: 2.0286, grad_norm: 5.4247 2020-07-27 02:26:44,428 - mmaction - INFO - Epoch [26][1140/3757] lr: 1.000e-02, eta: 5 days, 18:44:03, time: 1.711, data_time: 0.003, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7758, loss_cls: 2.0074, loss: 2.0074, grad_norm: 5.4625 2020-07-27 02:27:18,641 - mmaction - INFO - Epoch [26][1160/3757] lr: 1.000e-02, eta: 5 days, 18:43:23, time: 1.705, data_time: 0.136, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7625, loss_cls: 2.0907, loss: 2.0907, grad_norm: 5.5283 2020-07-27 02:27:55,741 - mmaction - INFO - Epoch [26][1180/3757] lr: 1.000e-02, eta: 5 days, 18:42:52, time: 1.864, data_time: 0.220, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7500, loss_cls: 2.1254, loss: 2.1254, grad_norm: 5.4974 2020-07-27 02:28:31,095 - mmaction - INFO - Epoch [26][1200/3757] lr: 1.000e-02, eta: 5 days, 18:42:15, time: 1.762, data_time: 0.021, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7547, loss_cls: 2.1397, loss: 2.1397, grad_norm: 5.5873 2020-07-27 02:29:01,721 - mmaction - INFO - Epoch [26][1220/3757] lr: 1.000e-02, eta: 5 days, 18:41:25, time: 1.536, data_time: 0.136, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.1498, loss: 2.1498, grad_norm: 5.8274 2020-07-27 02:29:38,294 - mmaction - INFO - Epoch [26][1240/3757] lr: 1.000e-02, eta: 5 days, 18:40:52, time: 1.822, data_time: 0.304, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7609, loss_cls: 2.0413, loss: 2.0413, grad_norm: 5.4569 2020-07-27 02:30:13,642 - mmaction - INFO - Epoch [26][1260/3757] lr: 1.000e-02, eta: 5 days, 18:40:16, time: 1.763, data_time: 0.020, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.1500, loss: 2.1500, grad_norm: 5.6146 2020-07-27 02:30:49,135 - mmaction - INFO - Epoch [26][1280/3757] lr: 1.000e-02, eta: 5 days, 18:39:40, time: 1.785, data_time: 0.021, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7539, loss_cls: 2.1009, loss: 2.1009, grad_norm: 5.5369 2020-07-27 02:31:23,173 - mmaction - INFO - Epoch [26][1300/3757] lr: 1.000e-02, eta: 5 days, 18:39:00, time: 1.696, data_time: 0.378, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.1706, loss: 2.1706, grad_norm: 5.5956 2020-07-27 02:32:02,081 - mmaction - INFO - Epoch [26][1320/3757] lr: 1.000e-02, eta: 5 days, 18:38:34, time: 1.952, data_time: 0.192, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7766, loss_cls: 2.0414, loss: 2.0414, grad_norm: 5.5654 2020-07-27 02:32:38,359 - mmaction - INFO - Epoch [26][1340/3757] lr: 1.000e-02, eta: 5 days, 18:38:01, time: 1.814, data_time: 0.218, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7680, loss_cls: 1.9683, loss: 1.9683, grad_norm: 5.4398 2020-07-27 02:33:15,080 - mmaction - INFO - Epoch [26][1360/3757] lr: 1.000e-02, eta: 5 days, 18:37:28, time: 1.834, data_time: 0.003, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7422, loss_cls: 2.1830, loss: 2.1830, grad_norm: 5.7987 2020-07-27 02:33:48,510 - mmaction - INFO - Epoch [26][1380/3757] lr: 1.000e-02, eta: 5 days, 18:36:47, time: 1.674, data_time: 0.004, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7422, loss_cls: 2.1348, loss: 2.1348, grad_norm: 5.5469 2020-07-27 02:34:25,321 - mmaction - INFO - Epoch [26][1400/3757] lr: 1.000e-02, eta: 5 days, 18:36:14, time: 1.835, data_time: 0.008, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7570, loss_cls: 2.0928, loss: 2.0928, grad_norm: 5.5841 2020-07-27 02:34:59,065 - mmaction - INFO - Epoch [26][1420/3757] lr: 1.000e-02, eta: 5 days, 18:35:34, time: 1.693, data_time: 0.009, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7641, loss_cls: 2.0512, loss: 2.0512, grad_norm: 5.6290 2020-07-27 02:35:35,094 - mmaction - INFO - Epoch [26][1440/3757] lr: 1.000e-02, eta: 5 days, 18:34:59, time: 1.798, data_time: 0.007, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.1783, loss: 2.1783, grad_norm: 5.5905 2020-07-27 02:36:09,050 - mmaction - INFO - Epoch [26][1460/3757] lr: 1.000e-02, eta: 5 days, 18:34:19, time: 1.701, data_time: 0.009, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7602, loss_cls: 2.0987, loss: 2.0987, grad_norm: 5.5472 2020-07-27 02:36:43,688 - mmaction - INFO - Epoch [26][1480/3757] lr: 1.000e-02, eta: 5 days, 18:33:40, time: 1.731, data_time: 0.007, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7422, loss_cls: 2.1240, loss: 2.1240, grad_norm: 5.5336 2020-07-27 02:37:21,657 - mmaction - INFO - Epoch [26][1500/3757] lr: 1.000e-02, eta: 5 days, 18:33:12, time: 1.900, data_time: 0.007, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7539, loss_cls: 2.1409, loss: 2.1409, grad_norm: 5.5330 2020-07-27 02:37:54,364 - mmaction - INFO - Epoch [26][1520/3757] lr: 1.000e-02, eta: 5 days, 18:32:28, time: 1.631, data_time: 0.121, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.2205, loss: 2.2205, grad_norm: 5.5884 2020-07-27 02:38:29,806 - mmaction - INFO - Epoch [26][1540/3757] lr: 1.000e-02, eta: 5 days, 18:31:51, time: 1.769, data_time: 0.228, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7609, loss_cls: 2.0879, loss: 2.0879, grad_norm: 5.5356 2020-07-27 02:39:08,267 - mmaction - INFO - Epoch [26][1560/3757] lr: 1.000e-02, eta: 5 days, 18:31:24, time: 1.928, data_time: 0.009, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7539, loss_cls: 2.1268, loss: 2.1268, grad_norm: 5.7751 2020-07-27 02:39:40,053 - mmaction - INFO - Epoch [26][1580/3757] lr: 1.000e-02, eta: 5 days, 18:30:38, time: 1.589, data_time: 0.010, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7484, loss_cls: 2.1300, loss: 2.1300, grad_norm: 5.5874 2020-07-27 02:40:17,930 - mmaction - INFO - Epoch [26][1600/3757] lr: 1.000e-02, eta: 5 days, 18:30:09, time: 1.891, data_time: 0.008, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7672, loss_cls: 2.0595, loss: 2.0595, grad_norm: 5.6301 2020-07-27 02:40:50,314 - mmaction - INFO - Epoch [26][1620/3757] lr: 1.000e-02, eta: 5 days, 18:29:24, time: 1.625, data_time: 0.008, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7320, loss_cls: 2.1881, loss: 2.1881, grad_norm: 5.5011 2020-07-27 02:41:27,784 - mmaction - INFO - Epoch [26][1640/3757] lr: 1.000e-02, eta: 5 days, 18:28:54, time: 1.870, data_time: 0.015, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.1207, loss: 2.1207, grad_norm: 5.6053 2020-07-27 02:42:00,800 - mmaction - INFO - Epoch [26][1660/3757] lr: 1.000e-02, eta: 5 days, 18:28:11, time: 1.651, data_time: 0.564, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7625, loss_cls: 2.0574, loss: 2.0574, grad_norm: 5.5465 2020-07-27 02:42:34,556 - mmaction - INFO - Epoch [26][1680/3757] lr: 1.000e-02, eta: 5 days, 18:27:30, time: 1.689, data_time: 0.765, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7438, loss_cls: 2.0908, loss: 2.0908, grad_norm: 5.4612 2020-07-27 02:43:12,003 - mmaction - INFO - Epoch [26][1700/3757] lr: 1.000e-02, eta: 5 days, 18:26:59, time: 1.869, data_time: 0.915, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7641, loss_cls: 2.0580, loss: 2.0580, grad_norm: 5.6456 2020-07-27 02:43:47,217 - mmaction - INFO - Epoch [26][1720/3757] lr: 1.000e-02, eta: 5 days, 18:26:23, time: 1.765, data_time: 1.120, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7289, loss_cls: 2.2106, loss: 2.2106, grad_norm: 5.7582 2020-07-27 02:44:20,587 - mmaction - INFO - Epoch [26][1740/3757] lr: 1.000e-02, eta: 5 days, 18:25:41, time: 1.664, data_time: 0.462, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7547, loss_cls: 2.0043, loss: 2.0043, grad_norm: 5.4166 2020-07-27 02:44:55,100 - mmaction - INFO - Epoch [26][1760/3757] lr: 1.000e-02, eta: 5 days, 18:25:02, time: 1.728, data_time: 0.240, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7703, loss_cls: 1.9898, loss: 1.9898, grad_norm: 5.5659 2020-07-27 02:45:31,556 - mmaction - INFO - Epoch [26][1780/3757] lr: 1.000e-02, eta: 5 days, 18:24:29, time: 1.818, data_time: 0.134, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7508, loss_cls: 2.0697, loss: 2.0697, grad_norm: 5.4571 2020-07-27 02:46:04,920 - mmaction - INFO - Epoch [26][1800/3757] lr: 1.000e-02, eta: 5 days, 18:23:47, time: 1.675, data_time: 0.009, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7648, loss_cls: 2.0366, loss: 2.0366, grad_norm: 5.4209 2020-07-27 02:46:40,848 - mmaction - INFO - Epoch [26][1820/3757] lr: 1.000e-02, eta: 5 days, 18:23:12, time: 1.788, data_time: 0.451, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7648, loss_cls: 2.0139, loss: 2.0139, grad_norm: 5.6733 2020-07-27 02:47:16,239 - mmaction - INFO - Epoch [26][1840/3757] lr: 1.000e-02, eta: 5 days, 18:22:36, time: 1.777, data_time: 0.124, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7516, loss_cls: 2.0449, loss: 2.0449, grad_norm: 5.4614 2020-07-27 02:47:47,765 - mmaction - INFO - Epoch [26][1860/3757] lr: 1.000e-02, eta: 5 days, 18:21:49, time: 1.576, data_time: 0.003, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7555, loss_cls: 2.0118, loss: 2.0118, grad_norm: 5.4262 2020-07-27 02:48:26,249 - mmaction - INFO - Epoch [26][1880/3757] lr: 1.000e-02, eta: 5 days, 18:21:21, time: 1.925, data_time: 0.094, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7867, loss_cls: 1.9861, loss: 1.9861, grad_norm: 5.5635 2020-07-27 02:48:59,209 - mmaction - INFO - Epoch [26][1900/3757] lr: 1.000e-02, eta: 5 days, 18:20:38, time: 1.648, data_time: 0.017, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7508, loss_cls: 2.1121, loss: 2.1121, grad_norm: 5.5670 2020-07-27 02:49:37,323 - mmaction - INFO - Epoch [26][1920/3757] lr: 1.000e-02, eta: 5 days, 18:20:10, time: 1.905, data_time: 0.008, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7664, loss_cls: 2.0683, loss: 2.0683, grad_norm: 5.6907 2020-07-27 02:50:09,367 - mmaction - INFO - Epoch [26][1940/3757] lr: 1.000e-02, eta: 5 days, 18:19:24, time: 1.603, data_time: 0.004, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7500, loss_cls: 2.1379, loss: 2.1379, grad_norm: 5.7556 2020-07-27 02:50:45,956 - mmaction - INFO - Epoch [26][1960/3757] lr: 1.000e-02, eta: 5 days, 18:18:51, time: 1.829, data_time: 0.057, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7602, loss_cls: 2.1070, loss: 2.1070, grad_norm: 5.5520 2020-07-27 02:51:20,923 - mmaction - INFO - Epoch [26][1980/3757] lr: 1.000e-02, eta: 5 days, 18:18:14, time: 1.743, data_time: 0.151, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7367, loss_cls: 2.1579, loss: 2.1579, grad_norm: 5.6943 2020-07-27 02:51:55,883 - mmaction - INFO - Epoch [26][2000/3757] lr: 1.000e-02, eta: 5 days, 18:17:36, time: 1.753, data_time: 0.183, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1368, loss: 2.1368, grad_norm: 5.6148 2020-07-27 02:52:33,790 - mmaction - INFO - Epoch [26][2020/3757] lr: 1.000e-02, eta: 5 days, 18:17:07, time: 1.889, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7750, loss_cls: 2.0193, loss: 2.0193, grad_norm: 5.4476 2020-07-27 02:53:06,182 - mmaction - INFO - Epoch [26][2040/3757] lr: 1.000e-02, eta: 5 days, 18:16:23, time: 1.624, data_time: 0.141, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7688, loss_cls: 2.0417, loss: 2.0417, grad_norm: 5.6949 2020-07-27 02:53:41,956 - mmaction - INFO - Epoch [26][2060/3757] lr: 1.000e-02, eta: 5 days, 18:15:48, time: 1.791, data_time: 0.357, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7484, loss_cls: 2.0474, loss: 2.0474, grad_norm: 5.5418 2020-07-27 02:54:20,869 - mmaction - INFO - Epoch [26][2080/3757] lr: 1.000e-02, eta: 5 days, 18:15:21, time: 1.938, data_time: 0.674, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7625, loss_cls: 2.0810, loss: 2.0810, grad_norm: 5.6272 2020-07-27 02:54:52,372 - mmaction - INFO - Epoch [26][2100/3757] lr: 1.000e-02, eta: 5 days, 18:14:34, time: 1.577, data_time: 0.026, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7711, loss_cls: 2.0374, loss: 2.0374, grad_norm: 5.6155 2020-07-27 02:55:26,399 - mmaction - INFO - Epoch [26][2120/3757] lr: 1.000e-02, eta: 5 days, 18:13:54, time: 1.698, data_time: 0.008, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7477, loss_cls: 2.0781, loss: 2.0781, grad_norm: 5.6210 2020-07-27 02:56:03,558 - mmaction - INFO - Epoch [26][2140/3757] lr: 1.000e-02, eta: 5 days, 18:13:23, time: 1.867, data_time: 0.012, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7602, loss_cls: 2.0798, loss: 2.0798, grad_norm: 5.5689 2020-07-27 02:56:41,040 - mmaction - INFO - Epoch [26][2160/3757] lr: 1.000e-02, eta: 5 days, 18:12:53, time: 1.868, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7516, loss_cls: 2.1182, loss: 2.1182, grad_norm: 5.7987 2020-07-27 02:57:15,606 - mmaction - INFO - Epoch [26][2180/3757] lr: 1.000e-02, eta: 5 days, 18:12:14, time: 1.727, data_time: 0.009, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7641, loss_cls: 2.0629, loss: 2.0629, grad_norm: 5.6317 2020-07-27 02:57:50,909 - mmaction - INFO - Epoch [26][2200/3757] lr: 1.000e-02, eta: 5 days, 18:11:38, time: 1.772, data_time: 0.010, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7367, loss_cls: 2.1654, loss: 2.1654, grad_norm: 5.6834 2020-07-27 02:58:23,960 - mmaction - INFO - Epoch [26][2220/3757] lr: 1.000e-02, eta: 5 days, 18:10:55, time: 1.652, data_time: 0.003, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7508, loss_cls: 2.0317, loss: 2.0317, grad_norm: 5.5029 2020-07-27 02:58:58,167 - mmaction - INFO - Epoch [26][2240/3757] lr: 1.000e-02, eta: 5 days, 18:10:15, time: 1.711, data_time: 0.096, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7633, loss_cls: 2.1020, loss: 2.1020, grad_norm: 5.7709 2020-07-27 02:59:32,189 - mmaction - INFO - Epoch [26][2260/3757] lr: 1.000e-02, eta: 5 days, 18:09:35, time: 1.701, data_time: 0.003, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7648, loss_cls: 2.1212, loss: 2.1212, grad_norm: 5.6762 2020-07-27 03:00:08,815 - mmaction - INFO - Epoch [26][2280/3757] lr: 1.000e-02, eta: 5 days, 18:09:02, time: 1.820, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7531, loss_cls: 2.1159, loss: 2.1159, grad_norm: 5.5751 2020-07-27 03:00:40,932 - mmaction - INFO - Epoch [26][2300/3757] lr: 1.000e-02, eta: 5 days, 18:08:17, time: 1.618, data_time: 0.057, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1614, loss: 2.1614, grad_norm: 5.7295 2020-07-27 03:01:20,214 - mmaction - INFO - Epoch [26][2320/3757] lr: 1.000e-02, eta: 5 days, 18:07:52, time: 1.957, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7547, loss_cls: 2.0914, loss: 2.0914, grad_norm: 5.7446 2020-07-27 03:01:54,214 - mmaction - INFO - Epoch [26][2340/3757] lr: 1.000e-02, eta: 5 days, 18:07:12, time: 1.706, data_time: 0.009, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7469, loss_cls: 2.1296, loss: 2.1296, grad_norm: 5.7124 2020-07-27 03:02:27,734 - mmaction - INFO - Epoch [26][2360/3757] lr: 1.000e-02, eta: 5 days, 18:06:30, time: 1.676, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7461, loss_cls: 2.1619, loss: 2.1619, grad_norm: 5.5418 2020-07-27 03:03:03,239 - mmaction - INFO - Epoch [26][2380/3757] lr: 1.000e-02, eta: 5 days, 18:05:55, time: 1.775, data_time: 0.003, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7508, loss_cls: 2.1201, loss: 2.1201, grad_norm: 5.6191 2020-07-27 03:03:38,761 - mmaction - INFO - Epoch [26][2400/3757] lr: 1.000e-02, eta: 5 days, 18:05:18, time: 1.767, data_time: 0.009, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.0424, loss: 2.0424, grad_norm: 5.4675 2020-07-27 03:04:13,713 - mmaction - INFO - Epoch [26][2420/3757] lr: 1.000e-02, eta: 5 days, 18:04:41, time: 1.755, data_time: 0.017, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7578, loss_cls: 2.0682, loss: 2.0682, grad_norm: 5.6365 2020-07-27 03:04:51,860 - mmaction - INFO - Epoch [26][2440/3757] lr: 1.000e-02, eta: 5 days, 18:04:13, time: 1.902, data_time: 0.075, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0906, loss: 2.0906, grad_norm: 5.5821 2020-07-27 03:05:25,417 - mmaction - INFO - Epoch [26][2460/3757] lr: 1.000e-02, eta: 5 days, 18:03:31, time: 1.681, data_time: 0.011, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7500, loss_cls: 2.1208, loss: 2.1208, grad_norm: 5.5871 2020-07-27 03:06:00,821 - mmaction - INFO - Epoch [26][2480/3757] lr: 1.000e-02, eta: 5 days, 18:02:56, time: 1.773, data_time: 0.010, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7602, loss_cls: 2.0897, loss: 2.0897, grad_norm: 5.4989 2020-07-27 03:06:36,114 - mmaction - INFO - Epoch [26][2500/3757] lr: 1.000e-02, eta: 5 days, 18:02:19, time: 1.760, data_time: 0.010, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7602, loss_cls: 2.0670, loss: 2.0670, grad_norm: 5.5607 2020-07-27 03:07:11,903 - mmaction - INFO - Epoch [26][2520/3757] lr: 1.000e-02, eta: 5 days, 18:01:44, time: 1.795, data_time: 0.011, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7469, loss_cls: 2.1207, loss: 2.1207, grad_norm: 5.6091 2020-07-27 03:07:43,325 - mmaction - INFO - Epoch [26][2540/3757] lr: 1.000e-02, eta: 5 days, 18:00:56, time: 1.566, data_time: 0.008, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7406, loss_cls: 2.1175, loss: 2.1175, grad_norm: 5.5750 2020-07-27 03:08:21,056 - mmaction - INFO - Epoch [26][2560/3757] lr: 1.000e-02, eta: 5 days, 18:00:27, time: 1.892, data_time: 0.449, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7594, loss_cls: 2.0308, loss: 2.0308, grad_norm: 5.5348 2020-07-27 03:08:56,565 - mmaction - INFO - Epoch [26][2580/3757] lr: 1.000e-02, eta: 5 days, 17:59:51, time: 1.772, data_time: 0.050, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7758, loss_cls: 2.0485, loss: 2.0485, grad_norm: 5.6872 2020-07-27 03:09:29,957 - mmaction - INFO - Epoch [26][2600/3757] lr: 1.000e-02, eta: 5 days, 17:59:09, time: 1.673, data_time: 0.009, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7656, loss_cls: 2.1429, loss: 2.1429, grad_norm: 5.6495 2020-07-27 03:10:06,418 - mmaction - INFO - Epoch [26][2620/3757] lr: 1.000e-02, eta: 5 days, 17:58:36, time: 1.818, data_time: 0.009, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7422, loss_cls: 2.2009, loss: 2.2009, grad_norm: 5.7374 2020-07-27 03:10:43,411 - mmaction - INFO - Epoch [26][2640/3757] lr: 1.000e-02, eta: 5 days, 17:58:04, time: 1.847, data_time: 0.011, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.1179, loss: 2.1179, grad_norm: 5.6080 2020-07-27 03:11:16,458 - mmaction - INFO - Epoch [26][2660/3757] lr: 1.000e-02, eta: 5 days, 17:57:22, time: 1.660, data_time: 0.011, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7594, loss_cls: 2.0384, loss: 2.0384, grad_norm: 5.4185 2020-07-27 03:11:52,575 - mmaction - INFO - Epoch [26][2680/3757] lr: 1.000e-02, eta: 5 days, 17:56:47, time: 1.799, data_time: 0.009, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7539, loss_cls: 2.0849, loss: 2.0849, grad_norm: 5.4531 2020-07-27 03:12:30,299 - mmaction - INFO - Epoch [26][2700/3757] lr: 1.000e-02, eta: 5 days, 17:56:18, time: 1.894, data_time: 0.010, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7570, loss_cls: 2.0685, loss: 2.0685, grad_norm: 5.6216 2020-07-27 03:13:03,982 - mmaction - INFO - Epoch [26][2720/3757] lr: 1.000e-02, eta: 5 days, 17:55:37, time: 1.684, data_time: 0.008, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7430, loss_cls: 2.0911, loss: 2.0911, grad_norm: 5.7079 2020-07-27 03:13:39,552 - mmaction - INFO - Epoch [26][2740/3757] lr: 1.000e-02, eta: 5 days, 17:55:02, time: 1.778, data_time: 0.003, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7492, loss_cls: 2.0277, loss: 2.0277, grad_norm: 5.6392 2020-07-27 03:14:12,120 - mmaction - INFO - Epoch [26][2760/3757] lr: 1.000e-02, eta: 5 days, 17:54:17, time: 1.627, data_time: 0.037, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7711, loss_cls: 2.0514, loss: 2.0514, grad_norm: 5.7460 2020-07-27 03:14:49,718 - mmaction - INFO - Epoch [26][2780/3757] lr: 1.000e-02, eta: 5 days, 17:53:48, time: 1.882, data_time: 0.120, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7461, loss_cls: 2.1007, loss: 2.1007, grad_norm: 5.5419 2020-07-27 03:15:24,455 - mmaction - INFO - Epoch [26][2800/3757] lr: 1.000e-02, eta: 5 days, 17:53:09, time: 1.733, data_time: 0.135, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7484, loss_cls: 2.1742, loss: 2.1742, grad_norm: 5.7368 2020-07-27 03:16:00,928 - mmaction - INFO - Epoch [26][2820/3757] lr: 1.000e-02, eta: 5 days, 17:52:36, time: 1.826, data_time: 0.034, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7484, loss_cls: 2.1358, loss: 2.1358, grad_norm: 5.6682 2020-07-27 03:16:35,806 - mmaction - INFO - Epoch [26][2840/3757] lr: 1.000e-02, eta: 5 days, 17:51:59, time: 1.744, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1201, loss: 2.1201, grad_norm: 5.5246 2020-07-27 03:17:10,995 - mmaction - INFO - Epoch [26][2860/3757] lr: 1.000e-02, eta: 5 days, 17:51:22, time: 1.754, data_time: 0.009, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7594, loss_cls: 2.0376, loss: 2.0376, grad_norm: 5.4832 2020-07-27 03:17:49,049 - mmaction - INFO - Epoch [26][2880/3757] lr: 1.000e-02, eta: 5 days, 17:50:54, time: 1.909, data_time: 0.011, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7633, loss_cls: 2.0773, loss: 2.0773, grad_norm: 5.6329 2020-07-27 03:18:27,591 - mmaction - INFO - Epoch [26][2900/3757] lr: 1.000e-02, eta: 5 days, 17:50:26, time: 1.924, data_time: 0.008, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7250, loss_cls: 2.1981, loss: 2.1981, grad_norm: 5.6282 2020-07-27 03:19:00,918 - mmaction - INFO - Epoch [26][2920/3757] lr: 1.000e-02, eta: 5 days, 17:49:44, time: 1.668, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7477, loss_cls: 2.0987, loss: 2.0987, grad_norm: 5.5927 2020-07-27 03:19:36,062 - mmaction - INFO - Epoch [26][2940/3757] lr: 1.000e-02, eta: 5 days, 17:49:08, time: 1.757, data_time: 0.010, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7688, loss_cls: 1.9994, loss: 1.9994, grad_norm: 5.4437 2020-07-27 03:20:11,710 - mmaction - INFO - Epoch [26][2960/3757] lr: 1.000e-02, eta: 5 days, 17:48:32, time: 1.781, data_time: 0.008, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.0757, loss: 2.0757, grad_norm: 5.5094 2020-07-27 03:20:44,592 - mmaction - INFO - Epoch [26][2980/3757] lr: 1.000e-02, eta: 5 days, 17:47:49, time: 1.648, data_time: 0.073, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7445, loss_cls: 2.2134, loss: 2.2134, grad_norm: 5.6980 2020-07-27 03:21:19,740 - mmaction - INFO - Epoch [26][3000/3757] lr: 1.000e-02, eta: 5 days, 17:47:12, time: 1.757, data_time: 0.007, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7367, loss_cls: 2.1986, loss: 2.1986, grad_norm: 5.7122 2020-07-27 03:21:56,577 - mmaction - INFO - Epoch [26][3020/3757] lr: 1.000e-02, eta: 5 days, 17:46:40, time: 1.842, data_time: 0.003, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7391, loss_cls: 2.1340, loss: 2.1340, grad_norm: 5.6668 2020-07-27 03:22:28,297 - mmaction - INFO - Epoch [26][3040/3757] lr: 1.000e-02, eta: 5 days, 17:45:53, time: 1.583, data_time: 0.139, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7438, loss_cls: 2.1607, loss: 2.1607, grad_norm: 5.6928 2020-07-27 03:23:05,412 - mmaction - INFO - Epoch [26][3060/3757] lr: 1.000e-02, eta: 5 days, 17:45:22, time: 1.858, data_time: 1.010, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7453, loss_cls: 2.0965, loss: 2.0965, grad_norm: 5.6106 2020-07-27 03:23:36,608 - mmaction - INFO - Epoch [26][3080/3757] lr: 1.000e-02, eta: 5 days, 17:44:34, time: 1.561, data_time: 1.001, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7570, loss_cls: 2.1149, loss: 2.1149, grad_norm: 5.5997 2020-07-27 03:24:14,615 - mmaction - INFO - Epoch [26][3100/3757] lr: 1.000e-02, eta: 5 days, 17:44:05, time: 1.900, data_time: 1.158, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7570, loss_cls: 2.1022, loss: 2.1022, grad_norm: 5.7306 2020-07-27 03:24:49,189 - mmaction - INFO - Epoch [26][3120/3757] lr: 1.000e-02, eta: 5 days, 17:43:27, time: 1.727, data_time: 0.114, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7383, loss_cls: 2.2006, loss: 2.2006, grad_norm: 5.5793 2020-07-27 03:25:23,853 - mmaction - INFO - Epoch [26][3140/3757] lr: 1.000e-02, eta: 5 days, 17:42:48, time: 1.727, data_time: 0.753, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7547, loss_cls: 2.0661, loss: 2.0661, grad_norm: 5.3655 2020-07-27 03:26:02,463 - mmaction - INFO - Epoch [26][3160/3757] lr: 1.000e-02, eta: 5 days, 17:42:21, time: 1.931, data_time: 0.253, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7672, loss_cls: 2.0289, loss: 2.0289, grad_norm: 5.4279 2020-07-27 03:26:36,613 - mmaction - INFO - Epoch [26][3180/3757] lr: 1.000e-02, eta: 5 days, 17:41:42, time: 1.715, data_time: 0.010, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7375, loss_cls: 2.1117, loss: 2.1117, grad_norm: 5.6008 2020-07-27 03:27:11,166 - mmaction - INFO - Epoch [26][3200/3757] lr: 1.000e-02, eta: 5 days, 17:41:03, time: 1.727, data_time: 0.014, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7656, loss_cls: 2.0790, loss: 2.0790, grad_norm: 5.6073 2020-07-27 03:27:44,914 - mmaction - INFO - Epoch [26][3220/3757] lr: 1.000e-02, eta: 5 days, 17:40:23, time: 1.688, data_time: 0.241, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7695, loss_cls: 2.0419, loss: 2.0419, grad_norm: 5.4823 2020-07-27 03:28:19,448 - mmaction - INFO - Epoch [26][3240/3757] lr: 1.000e-02, eta: 5 days, 17:39:44, time: 1.721, data_time: 0.384, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7336, loss_cls: 2.1954, loss: 2.1954, grad_norm: 5.7123 2020-07-27 03:28:55,721 - mmaction - INFO - Epoch [26][3260/3757] lr: 1.000e-02, eta: 5 days, 17:39:10, time: 1.819, data_time: 0.335, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7445, loss_cls: 2.1039, loss: 2.1039, grad_norm: 5.7135 2020-07-27 03:29:31,135 - mmaction - INFO - Epoch [26][3280/3757] lr: 1.000e-02, eta: 5 days, 17:38:34, time: 1.768, data_time: 0.009, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7375, loss_cls: 2.1339, loss: 2.1339, grad_norm: 5.5055 2020-07-27 03:30:05,265 - mmaction - INFO - Epoch [26][3300/3757] lr: 1.000e-02, eta: 5 days, 17:37:54, time: 1.710, data_time: 0.006, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7641, loss_cls: 2.0344, loss: 2.0344, grad_norm: 5.4930 2020-07-27 03:30:41,302 - mmaction - INFO - Epoch [26][3320/3757] lr: 1.000e-02, eta: 5 days, 17:37:20, time: 1.801, data_time: 0.002, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7453, loss_cls: 2.2205, loss: 2.2205, grad_norm: 5.8062 2020-07-27 03:31:18,309 - mmaction - INFO - Epoch [26][3340/3757] lr: 1.000e-02, eta: 5 days, 17:36:48, time: 1.847, data_time: 0.010, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7383, loss_cls: 2.1722, loss: 2.1722, grad_norm: 5.6858 2020-07-27 03:31:52,175 - mmaction - INFO - Epoch [26][3360/3757] lr: 1.000e-02, eta: 5 days, 17:36:08, time: 1.691, data_time: 0.010, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7383, loss_cls: 2.1498, loss: 2.1498, grad_norm: 5.7272 2020-07-27 03:32:27,242 - mmaction - INFO - Epoch [26][3380/3757] lr: 1.000e-02, eta: 5 days, 17:35:31, time: 1.754, data_time: 0.009, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7672, loss_cls: 2.0045, loss: 2.0045, grad_norm: 5.5104 2020-07-27 03:33:01,274 - mmaction - INFO - Epoch [26][3400/3757] lr: 1.000e-02, eta: 5 days, 17:34:51, time: 1.707, data_time: 0.009, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7359, loss_cls: 2.2112, loss: 2.2112, grad_norm: 5.6844 2020-07-27 03:33:37,826 - mmaction - INFO - Epoch [26][3420/3757] lr: 1.000e-02, eta: 5 days, 17:34:18, time: 1.824, data_time: 0.008, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7719, loss_cls: 2.0505, loss: 2.0505, grad_norm: 5.4366 2020-07-27 03:34:10,244 - mmaction - INFO - Epoch [26][3440/3757] lr: 1.000e-02, eta: 5 days, 17:33:34, time: 1.625, data_time: 0.299, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7422, loss_cls: 2.1102, loss: 2.1102, grad_norm: 5.4474 2020-07-27 03:34:48,130 - mmaction - INFO - Epoch [26][3460/3757] lr: 1.000e-02, eta: 5 days, 17:33:05, time: 1.894, data_time: 0.006, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7586, loss_cls: 2.1032, loss: 2.1032, grad_norm: 5.6813 2020-07-27 03:35:20,126 - mmaction - INFO - Epoch [26][3480/3757] lr: 1.000e-02, eta: 5 days, 17:32:19, time: 1.596, data_time: 0.492, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7289, loss_cls: 2.1903, loss: 2.1903, grad_norm: 5.6422 2020-07-27 03:35:57,686 - mmaction - INFO - Epoch [26][3500/3757] lr: 1.000e-02, eta: 5 days, 17:31:49, time: 1.882, data_time: 0.258, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7602, loss_cls: 2.0601, loss: 2.0601, grad_norm: 5.5264 2020-07-27 03:36:35,258 - mmaction - INFO - Epoch [26][3520/3757] lr: 1.000e-02, eta: 5 days, 17:31:18, time: 1.871, data_time: 0.008, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7742, loss_cls: 2.0139, loss: 2.0139, grad_norm: 5.5927 2020-07-27 03:37:06,760 - mmaction - INFO - Epoch [26][3540/3757] lr: 1.000e-02, eta: 5 days, 17:30:32, time: 1.581, data_time: 0.258, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7445, loss_cls: 2.1177, loss: 2.1177, grad_norm: 5.5471 2020-07-27 03:37:45,385 - mmaction - INFO - Epoch [26][3560/3757] lr: 1.000e-02, eta: 5 days, 17:30:04, time: 1.924, data_time: 1.281, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7602, loss_cls: 2.0726, loss: 2.0726, grad_norm: 5.5307 2020-07-27 03:38:19,573 - mmaction - INFO - Epoch [26][3580/3757] lr: 1.000e-02, eta: 5 days, 17:29:25, time: 1.718, data_time: 1.132, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7578, loss_cls: 2.0801, loss: 2.0801, grad_norm: 5.5175 2020-07-27 03:38:53,718 - mmaction - INFO - Epoch [26][3600/3757] lr: 1.000e-02, eta: 5 days, 17:28:45, time: 1.698, data_time: 1.121, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7352, loss_cls: 2.1167, loss: 2.1167, grad_norm: 5.6837 2020-07-27 03:39:27,831 - mmaction - INFO - Epoch [26][3620/3757] lr: 1.000e-02, eta: 5 days, 17:28:05, time: 1.710, data_time: 0.516, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7539, loss_cls: 2.1197, loss: 2.1197, grad_norm: 5.5778 2020-07-27 03:40:04,671 - mmaction - INFO - Epoch [26][3640/3757] lr: 1.000e-02, eta: 5 days, 17:27:34, time: 1.845, data_time: 0.273, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7328, loss_cls: 2.1769, loss: 2.1769, grad_norm: 5.6777 2020-07-27 03:40:39,168 - mmaction - INFO - Epoch [26][3660/3757] lr: 1.000e-02, eta: 5 days, 17:26:55, time: 1.726, data_time: 0.372, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7250, loss_cls: 2.1641, loss: 2.1641, grad_norm: 5.5636 2020-07-27 03:41:14,793 - mmaction - INFO - Epoch [26][3680/3757] lr: 1.000e-02, eta: 5 days, 17:26:20, time: 1.781, data_time: 0.118, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7352, loss_cls: 2.1828, loss: 2.1828, grad_norm: 5.5597 2020-07-27 03:41:49,767 - mmaction - INFO - Epoch [26][3700/3757] lr: 1.000e-02, eta: 5 days, 17:25:42, time: 1.750, data_time: 0.105, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7594, loss_cls: 2.0142, loss: 2.0142, grad_norm: 5.4382 2020-07-27 03:42:23,350 - mmaction - INFO - Epoch [26][3720/3757] lr: 1.000e-02, eta: 5 days, 17:25:00, time: 1.671, data_time: 0.122, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7617, loss_cls: 2.0456, loss: 2.0456, grad_norm: 5.6090 2020-07-27 03:43:02,937 - mmaction - INFO - Epoch [26][3740/3757] lr: 1.000e-02, eta: 5 days, 17:24:37, time: 1.986, data_time: 0.012, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1565, loss: 2.1565, grad_norm: 5.6014 2020-07-27 03:43:23,147 - mmaction - INFO - Saving checkpoint at 26 epochs 2020-07-27 03:44:15,070 - mmaction - INFO - Epoch [27][20/3757] lr: 1.000e-02, eta: 5 days, 17:22:46, time: 2.498, data_time: 0.953, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7805, loss_cls: 1.9875, loss: 1.9875, grad_norm: 5.4083 2020-07-27 03:44:48,175 - mmaction - INFO - Epoch [27][40/3757] lr: 1.000e-02, eta: 5 days, 17:22:03, time: 1.662, data_time: 0.009, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7500, loss_cls: 2.0664, loss: 2.0664, grad_norm: 5.5862 2020-07-27 03:45:25,170 - mmaction - INFO - Epoch [27][60/3757] lr: 1.000e-02, eta: 5 days, 17:21:31, time: 1.841, data_time: 0.013, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7547, loss_cls: 2.0555, loss: 2.0555, grad_norm: 5.4030 2020-07-27 03:46:00,131 - mmaction - INFO - Epoch [27][80/3757] lr: 1.000e-02, eta: 5 days, 17:20:55, time: 1.756, data_time: 0.011, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7695, loss_cls: 1.9783, loss: 1.9783, grad_norm: 5.4706 2020-07-27 03:46:34,792 - mmaction - INFO - Epoch [27][100/3757] lr: 1.000e-02, eta: 5 days, 17:20:16, time: 1.732, data_time: 0.007, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 2.0546, loss: 2.0546, grad_norm: 5.5900 2020-07-27 03:47:10,520 - mmaction - INFO - Epoch [27][120/3757] lr: 1.000e-02, eta: 5 days, 17:19:41, time: 1.781, data_time: 0.107, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1573, loss: 2.1573, grad_norm: 5.6448 2020-07-27 03:47:47,612 - mmaction - INFO - Epoch [27][140/3757] lr: 1.000e-02, eta: 5 days, 17:19:10, time: 1.860, data_time: 0.232, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7516, loss_cls: 2.1153, loss: 2.1153, grad_norm: 5.5698 2020-07-27 03:48:20,717 - mmaction - INFO - Epoch [27][160/3757] lr: 1.000e-02, eta: 5 days, 17:18:27, time: 1.650, data_time: 0.102, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7773, loss_cls: 1.9582, loss: 1.9582, grad_norm: 5.4737 2020-07-27 03:48:56,508 - mmaction - INFO - Epoch [27][180/3757] lr: 1.000e-02, eta: 5 days, 17:17:52, time: 1.795, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.0736, loss: 2.0736, grad_norm: 5.5793 2020-07-27 03:49:31,887 - mmaction - INFO - Epoch [27][200/3757] lr: 1.000e-02, eta: 5 days, 17:17:16, time: 1.763, data_time: 0.088, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7445, loss_cls: 2.1689, loss: 2.1689, grad_norm: 5.6015 2020-07-27 03:50:07,779 - mmaction - INFO - Epoch [27][220/3757] lr: 1.000e-02, eta: 5 days, 17:16:41, time: 1.793, data_time: 0.377, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7523, loss_cls: 2.1456, loss: 2.1456, grad_norm: 5.5278 2020-07-27 03:50:43,431 - mmaction - INFO - Epoch [27][240/3757] lr: 1.000e-02, eta: 5 days, 17:16:06, time: 1.790, data_time: 0.891, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.0633, loss: 2.0633, grad_norm: 5.5870 2020-07-27 03:51:19,142 - mmaction - INFO - Epoch [27][260/3757] lr: 1.000e-02, eta: 5 days, 17:15:31, time: 1.781, data_time: 1.178, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7398, loss_cls: 2.0207, loss: 2.0207, grad_norm: 5.3819 2020-07-27 03:51:55,774 - mmaction - INFO - Epoch [27][280/3757] lr: 1.000e-02, eta: 5 days, 17:14:58, time: 1.831, data_time: 1.236, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7539, loss_cls: 2.0608, loss: 2.0608, grad_norm: 5.6627 2020-07-27 03:52:30,182 - mmaction - INFO - Epoch [27][300/3757] lr: 1.000e-02, eta: 5 days, 17:14:19, time: 1.726, data_time: 0.863, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7477, loss_cls: 2.0780, loss: 2.0780, grad_norm: 5.7664 2020-07-27 03:53:06,945 - mmaction - INFO - Epoch [27][320/3757] lr: 1.000e-02, eta: 5 days, 17:13:47, time: 1.837, data_time: 1.204, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7828, loss_cls: 2.0349, loss: 2.0349, grad_norm: 5.5706 2020-07-27 03:53:39,671 - mmaction - INFO - Epoch [27][340/3757] lr: 1.000e-02, eta: 5 days, 17:13:03, time: 1.638, data_time: 0.593, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7703, loss_cls: 1.9765, loss: 1.9765, grad_norm: 5.5730 2020-07-27 03:54:16,295 - mmaction - INFO - Epoch [27][360/3757] lr: 1.000e-02, eta: 5 days, 17:12:31, time: 1.831, data_time: 0.181, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7484, loss_cls: 2.1342, loss: 2.1342, grad_norm: 5.6315 2020-07-27 03:54:51,209 - mmaction - INFO - Epoch [27][380/3757] lr: 1.000e-02, eta: 5 days, 17:11:53, time: 1.747, data_time: 0.014, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7695, loss_cls: 1.9930, loss: 1.9930, grad_norm: 5.7855 2020-07-27 03:55:26,926 - mmaction - INFO - Epoch [27][400/3757] lr: 1.000e-02, eta: 5 days, 17:11:18, time: 1.781, data_time: 0.008, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7305, loss_cls: 2.2191, loss: 2.2191, grad_norm: 5.8362 2020-07-27 03:56:01,569 - mmaction - INFO - Epoch [27][420/3757] lr: 1.000e-02, eta: 5 days, 17:10:40, time: 1.737, data_time: 0.010, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7469, loss_cls: 2.1011, loss: 2.1011, grad_norm: 5.7557 2020-07-27 03:56:38,334 - mmaction - INFO - Epoch [27][440/3757] lr: 1.000e-02, eta: 5 days, 17:10:08, time: 1.836, data_time: 0.305, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7312, loss_cls: 2.1488, loss: 2.1488, grad_norm: 5.7310 2020-07-27 03:57:13,712 - mmaction - INFO - Epoch [27][460/3757] lr: 1.000e-02, eta: 5 days, 17:09:32, time: 1.770, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7680, loss_cls: 2.0437, loss: 2.0437, grad_norm: 5.8122 2020-07-27 03:57:50,273 - mmaction - INFO - Epoch [27][480/3757] lr: 1.000e-02, eta: 5 days, 17:08:59, time: 1.825, data_time: 0.004, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7609, loss_cls: 2.0653, loss: 2.0653, grad_norm: 5.6929 2020-07-27 03:58:28,349 - mmaction - INFO - Epoch [27][500/3757] lr: 1.000e-02, eta: 5 days, 17:08:30, time: 1.906, data_time: 0.011, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7805, loss_cls: 1.9945, loss: 1.9945, grad_norm: 5.7482 2020-07-27 03:59:04,966 - mmaction - INFO - Epoch [27][520/3757] lr: 1.000e-02, eta: 5 days, 17:07:58, time: 1.832, data_time: 0.009, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7508, loss_cls: 2.1316, loss: 2.1316, grad_norm: 5.7260 2020-07-27 03:59:35,572 - mmaction - INFO - Epoch [27][540/3757] lr: 1.000e-02, eta: 5 days, 17:07:08, time: 1.530, data_time: 0.003, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7461, loss_cls: 2.1098, loss: 2.1098, grad_norm: 5.4775 2020-07-27 04:00:11,278 - mmaction - INFO - Epoch [27][560/3757] lr: 1.000e-02, eta: 5 days, 17:06:32, time: 1.776, data_time: 0.006, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7828, loss_cls: 1.9657, loss: 1.9657, grad_norm: 5.2509 2020-07-27 04:00:49,416 - mmaction - INFO - Epoch [27][580/3757] lr: 1.000e-02, eta: 5 days, 17:06:04, time: 1.910, data_time: 0.045, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7516, loss_cls: 2.0603, loss: 2.0603, grad_norm: 5.4907 2020-07-27 04:01:22,473 - mmaction - INFO - Epoch [27][600/3757] lr: 1.000e-02, eta: 5 days, 17:05:22, time: 1.659, data_time: 0.009, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.0998, loss: 2.0998, grad_norm: 5.3883 2020-07-27 04:01:59,068 - mmaction - INFO - Epoch [27][620/3757] lr: 1.000e-02, eta: 5 days, 17:04:49, time: 1.830, data_time: 0.002, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7711, loss_cls: 2.0310, loss: 2.0310, grad_norm: 5.4993 2020-07-27 04:02:34,977 - mmaction - INFO - Epoch [27][640/3757] lr: 1.000e-02, eta: 5 days, 17:04:14, time: 1.792, data_time: 0.008, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7602, loss_cls: 2.0241, loss: 2.0241, grad_norm: 5.6818 2020-07-27 04:03:11,281 - mmaction - INFO - Epoch [27][660/3757] lr: 1.000e-02, eta: 5 days, 17:03:41, time: 1.817, data_time: 0.006, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7477, loss_cls: 2.1323, loss: 2.1323, grad_norm: 5.6060 2020-07-27 04:03:43,142 - mmaction - INFO - Epoch [27][680/3757] lr: 1.000e-02, eta: 5 days, 17:02:55, time: 1.591, data_time: 0.007, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7594, loss_cls: 2.0514, loss: 2.0514, grad_norm: 5.5943 2020-07-27 04:04:16,795 - mmaction - INFO - Epoch [27][700/3757] lr: 1.000e-02, eta: 5 days, 17:02:14, time: 1.686, data_time: 0.008, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7633, loss_cls: 2.0777, loss: 2.0777, grad_norm: 5.5830 2020-07-27 04:04:53,308 - mmaction - INFO - Epoch [27][720/3757] lr: 1.000e-02, eta: 5 days, 17:01:41, time: 1.825, data_time: 0.123, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7781, loss_cls: 2.0003, loss: 2.0003, grad_norm: 5.6284 2020-07-27 04:05:29,098 - mmaction - INFO - Epoch [27][740/3757] lr: 1.000e-02, eta: 5 days, 17:01:06, time: 1.788, data_time: 0.015, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7344, loss_cls: 2.1708, loss: 2.1708, grad_norm: 5.8333 2020-07-27 04:06:05,121 - mmaction - INFO - Epoch [27][760/3757] lr: 1.000e-02, eta: 5 days, 17:00:31, time: 1.792, data_time: 0.010, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1457, loss: 2.1457, grad_norm: 5.6887 2020-07-27 04:06:42,135 - mmaction - INFO - Epoch [27][780/3757] lr: 1.000e-02, eta: 5 days, 17:00:00, time: 1.861, data_time: 0.012, memory: 5170, top1_acc: 0.5633, top5_acc: 0.7766, loss_cls: 1.9834, loss: 1.9834, grad_norm: 5.5227 2020-07-27 04:07:17,520 - mmaction - INFO - Epoch [27][800/3757] lr: 1.000e-02, eta: 5 days, 16:59:24, time: 1.768, data_time: 0.008, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7484, loss_cls: 2.1165, loss: 2.1165, grad_norm: 5.6185 2020-07-27 04:07:51,160 - mmaction - INFO - Epoch [27][820/3757] lr: 1.000e-02, eta: 5 days, 16:58:43, time: 1.681, data_time: 0.004, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7242, loss_cls: 2.1755, loss: 2.1755, grad_norm: 5.5357 2020-07-27 04:08:25,334 - mmaction - INFO - Epoch [27][840/3757] lr: 1.000e-02, eta: 5 days, 16:58:03, time: 1.708, data_time: 0.438, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7648, loss_cls: 2.0471, loss: 2.0471, grad_norm: 5.4649 2020-07-27 04:09:02,260 - mmaction - INFO - Epoch [27][860/3757] lr: 1.000e-02, eta: 5 days, 16:57:31, time: 1.848, data_time: 0.824, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7523, loss_cls: 2.0575, loss: 2.0575, grad_norm: 5.4992 2020-07-27 04:09:36,933 - mmaction - INFO - Epoch [27][880/3757] lr: 1.000e-02, eta: 5 days, 16:56:53, time: 1.733, data_time: 0.188, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7680, loss_cls: 2.0404, loss: 2.0404, grad_norm: 5.6421 2020-07-27 04:10:10,565 - mmaction - INFO - Epoch [27][900/3757] lr: 1.000e-02, eta: 5 days, 16:56:12, time: 1.673, data_time: 0.003, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.0932, loss: 2.0932, grad_norm: 5.6465 2020-07-27 04:10:47,170 - mmaction - INFO - Epoch [27][920/3757] lr: 1.000e-02, eta: 5 days, 16:55:39, time: 1.837, data_time: 0.011, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7617, loss_cls: 2.0677, loss: 2.0677, grad_norm: 5.5998 2020-07-27 04:11:21,242 - mmaction - INFO - Epoch [27][940/3757] lr: 1.000e-02, eta: 5 days, 16:55:00, time: 1.703, data_time: 0.009, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7523, loss_cls: 2.0942, loss: 2.0942, grad_norm: 5.7854 2020-07-27 04:11:55,083 - mmaction - INFO - Epoch [27][960/3757] lr: 1.000e-02, eta: 5 days, 16:54:19, time: 1.695, data_time: 0.018, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7492, loss_cls: 2.1092, loss: 2.1092, grad_norm: 5.6540 2020-07-27 04:12:31,191 - mmaction - INFO - Epoch [27][980/3757] lr: 1.000e-02, eta: 5 days, 16:53:45, time: 1.800, data_time: 0.020, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7711, loss_cls: 2.0552, loss: 2.0552, grad_norm: 5.5729 2020-07-27 04:13:06,766 - mmaction - INFO - Epoch [27][1000/3757] lr: 1.000e-02, eta: 5 days, 16:53:10, time: 1.784, data_time: 0.061, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7547, loss_cls: 2.0498, loss: 2.0498, grad_norm: 5.5507 2020-07-27 04:13:43,851 - mmaction - INFO - Epoch [27][1020/3757] lr: 1.000e-02, eta: 5 days, 16:52:38, time: 1.850, data_time: 0.220, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7656, loss_cls: 2.0559, loss: 2.0559, grad_norm: 5.5278 2020-07-27 04:14:15,235 - mmaction - INFO - Epoch [27][1040/3757] lr: 1.000e-02, eta: 5 days, 16:51:51, time: 1.573, data_time: 0.104, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7391, loss_cls: 2.1020, loss: 2.1020, grad_norm: 5.6196 2020-07-27 04:14:48,867 - mmaction - INFO - Epoch [27][1060/3757] lr: 1.000e-02, eta: 5 days, 16:51:09, time: 1.673, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7586, loss_cls: 2.0895, loss: 2.0895, grad_norm: 5.6625 2020-07-27 04:15:25,181 - mmaction - INFO - Epoch [27][1080/3757] lr: 1.000e-02, eta: 5 days, 16:50:36, time: 1.818, data_time: 0.022, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.1257, loss: 2.1257, grad_norm: 5.5635 2020-07-27 04:16:01,165 - mmaction - INFO - Epoch [27][1100/3757] lr: 1.000e-02, eta: 5 days, 16:50:02, time: 1.806, data_time: 0.012, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7539, loss_cls: 2.0968, loss: 2.0968, grad_norm: 5.7225 2020-07-27 04:16:36,203 - mmaction - INFO - Epoch [27][1120/3757] lr: 1.000e-02, eta: 5 days, 16:49:25, time: 1.750, data_time: 0.008, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0129, loss: 2.0129, grad_norm: 5.5104 2020-07-27 04:17:09,292 - mmaction - INFO - Epoch [27][1140/3757] lr: 1.000e-02, eta: 5 days, 16:48:42, time: 1.657, data_time: 0.007, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1373, loss: 2.1373, grad_norm: 5.8799 2020-07-27 04:17:45,749 - mmaction - INFO - Epoch [27][1160/3757] lr: 1.000e-02, eta: 5 days, 16:48:09, time: 1.822, data_time: 0.002, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7633, loss_cls: 2.0450, loss: 2.0450, grad_norm: 5.7079 2020-07-27 04:18:24,350 - mmaction - INFO - Epoch [27][1180/3757] lr: 1.000e-02, eta: 5 days, 16:47:42, time: 1.927, data_time: 0.009, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7508, loss_cls: 2.0819, loss: 2.0819, grad_norm: 5.6422 2020-07-27 04:18:58,050 - mmaction - INFO - Epoch [27][1200/3757] lr: 1.000e-02, eta: 5 days, 16:47:01, time: 1.687, data_time: 0.015, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7578, loss_cls: 2.0626, loss: 2.0626, grad_norm: 5.5411 2020-07-27 04:19:31,760 - mmaction - INFO - Epoch [27][1220/3757] lr: 1.000e-02, eta: 5 days, 16:46:20, time: 1.686, data_time: 0.011, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.0900, loss: 2.0900, grad_norm: 5.6404 2020-07-27 04:20:06,192 - mmaction - INFO - Epoch [27][1240/3757] lr: 1.000e-02, eta: 5 days, 16:45:42, time: 1.722, data_time: 0.007, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7539, loss_cls: 2.1384, loss: 2.1384, grad_norm: 5.6694 2020-07-27 04:20:46,272 - mmaction - INFO - Epoch [27][1260/3757] lr: 1.000e-02, eta: 5 days, 16:45:19, time: 2.002, data_time: 0.002, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.1081, loss: 2.1081, grad_norm: 5.6691 2020-07-27 04:21:18,074 - mmaction - INFO - Epoch [27][1280/3757] lr: 1.000e-02, eta: 5 days, 16:44:32, time: 1.592, data_time: 0.009, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7641, loss_cls: 2.0139, loss: 2.0139, grad_norm: 5.5715 2020-07-27 04:21:51,521 - mmaction - INFO - Epoch [27][1300/3757] lr: 1.000e-02, eta: 5 days, 16:43:51, time: 1.669, data_time: 0.002, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7547, loss_cls: 2.1197, loss: 2.1197, grad_norm: 5.7507 2020-07-27 04:22:26,780 - mmaction - INFO - Epoch [27][1320/3757] lr: 1.000e-02, eta: 5 days, 16:43:14, time: 1.759, data_time: 0.081, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7781, loss_cls: 1.9789, loss: 1.9789, grad_norm: 5.6139 2020-07-27 04:23:00,960 - mmaction - INFO - Epoch [27][1340/3757] lr: 1.000e-02, eta: 5 days, 16:42:35, time: 1.716, data_time: 0.010, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.0799, loss: 2.0799, grad_norm: 5.5060 2020-07-27 04:23:37,646 - mmaction - INFO - Epoch [27][1360/3757] lr: 1.000e-02, eta: 5 days, 16:42:02, time: 1.831, data_time: 0.008, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7484, loss_cls: 2.0913, loss: 2.0913, grad_norm: 5.5607 2020-07-27 04:24:12,306 - mmaction - INFO - Epoch [27][1380/3757] lr: 1.000e-02, eta: 5 days, 16:41:24, time: 1.724, data_time: 0.003, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1293, loss: 2.1293, grad_norm: 5.6185 2020-07-27 04:24:44,324 - mmaction - INFO - Epoch [27][1400/3757] lr: 1.000e-02, eta: 5 days, 16:40:38, time: 1.606, data_time: 0.012, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7234, loss_cls: 2.2099, loss: 2.2099, grad_norm: 5.6685 2020-07-27 04:25:22,023 - mmaction - INFO - Epoch [27][1420/3757] lr: 1.000e-02, eta: 5 days, 16:40:09, time: 1.884, data_time: 0.028, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7383, loss_cls: 2.1828, loss: 2.1828, grad_norm: 5.7461 2020-07-27 04:25:58,618 - mmaction - INFO - Epoch [27][1440/3757] lr: 1.000e-02, eta: 5 days, 16:39:36, time: 1.834, data_time: 0.008, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7836, loss_cls: 1.9754, loss: 1.9754, grad_norm: 5.4810 2020-07-27 04:26:30,417 - mmaction - INFO - Epoch [27][1460/3757] lr: 1.000e-02, eta: 5 days, 16:38:50, time: 1.588, data_time: 0.146, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7367, loss_cls: 2.1481, loss: 2.1481, grad_norm: 5.4983 2020-07-27 04:27:04,509 - mmaction - INFO - Epoch [27][1480/3757] lr: 1.000e-02, eta: 5 days, 16:38:11, time: 1.708, data_time: 0.099, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7594, loss_cls: 2.0666, loss: 2.0666, grad_norm: 5.5983 2020-07-27 04:27:38,344 - mmaction - INFO - Epoch [27][1500/3757] lr: 1.000e-02, eta: 5 days, 16:37:30, time: 1.689, data_time: 0.060, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.1102, loss: 2.1102, grad_norm: 5.8687 2020-07-27 04:28:16,098 - mmaction - INFO - Epoch [27][1520/3757] lr: 1.000e-02, eta: 5 days, 16:37:01, time: 1.889, data_time: 0.005, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7766, loss_cls: 2.0726, loss: 2.0726, grad_norm: 5.5681 2020-07-27 04:28:51,023 - mmaction - INFO - Epoch [27][1540/3757] lr: 1.000e-02, eta: 5 days, 16:36:23, time: 1.747, data_time: 0.008, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7570, loss_cls: 2.0730, loss: 2.0730, grad_norm: 5.5517 2020-07-27 04:29:25,912 - mmaction - INFO - Epoch [27][1560/3757] lr: 1.000e-02, eta: 5 days, 16:35:46, time: 1.743, data_time: 0.125, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7703, loss_cls: 1.9795, loss: 1.9795, grad_norm: 5.5814 2020-07-27 04:30:01,690 - mmaction - INFO - Epoch [27][1580/3757] lr: 1.000e-02, eta: 5 days, 16:35:10, time: 1.783, data_time: 0.815, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7453, loss_cls: 2.1313, loss: 2.1313, grad_norm: 5.6660 2020-07-27 04:30:33,401 - mmaction - INFO - Epoch [27][1600/3757] lr: 1.000e-02, eta: 5 days, 16:34:24, time: 1.593, data_time: 0.191, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7258, loss_cls: 2.2606, loss: 2.2606, grad_norm: 5.7753 2020-07-27 04:31:08,384 - mmaction - INFO - Epoch [27][1620/3757] lr: 1.000e-02, eta: 5 days, 16:33:47, time: 1.741, data_time: 0.129, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.1456, loss: 2.1456, grad_norm: 5.4999 2020-07-27 04:31:46,429 - mmaction - INFO - Epoch [27][1640/3757] lr: 1.000e-02, eta: 5 days, 16:33:18, time: 1.902, data_time: 0.010, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7664, loss_cls: 2.0240, loss: 2.0240, grad_norm: 5.6372 2020-07-27 04:32:21,555 - mmaction - INFO - Epoch [27][1660/3757] lr: 1.000e-02, eta: 5 days, 16:32:41, time: 1.761, data_time: 0.010, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7531, loss_cls: 2.0896, loss: 2.0896, grad_norm: 5.6138 2020-07-27 04:32:54,042 - mmaction - INFO - Epoch [27][1680/3757] lr: 1.000e-02, eta: 5 days, 16:31:57, time: 1.620, data_time: 0.011, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7312, loss_cls: 2.1836, loss: 2.1836, grad_norm: 5.7876 2020-07-27 04:33:31,007 - mmaction - INFO - Epoch [27][1700/3757] lr: 1.000e-02, eta: 5 days, 16:31:26, time: 1.856, data_time: 0.015, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7539, loss_cls: 2.1186, loss: 2.1186, grad_norm: 5.5293 2020-07-27 04:34:04,216 - mmaction - INFO - Epoch [27][1720/3757] lr: 1.000e-02, eta: 5 days, 16:30:43, time: 1.656, data_time: 0.015, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7508, loss_cls: 2.0459, loss: 2.0459, grad_norm: 5.5859 2020-07-27 04:34:37,805 - mmaction - INFO - Epoch [27][1740/3757] lr: 1.000e-02, eta: 5 days, 16:30:02, time: 1.682, data_time: 0.139, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7234, loss_cls: 2.1821, loss: 2.1821, grad_norm: 5.5757 2020-07-27 04:35:12,936 - mmaction - INFO - Epoch [27][1760/3757] lr: 1.000e-02, eta: 5 days, 16:29:26, time: 1.754, data_time: 0.009, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 2.0365, loss: 2.0365, grad_norm: 5.4417 2020-07-27 04:35:48,335 - mmaction - INFO - Epoch [27][1780/3757] lr: 1.000e-02, eta: 5 days, 16:28:50, time: 1.774, data_time: 0.005, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7602, loss_cls: 2.1057, loss: 2.1057, grad_norm: 5.6345 2020-07-27 04:36:21,601 - mmaction - INFO - Epoch [27][1800/3757] lr: 1.000e-02, eta: 5 days, 16:28:07, time: 1.654, data_time: 0.006, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7531, loss_cls: 2.0402, loss: 2.0402, grad_norm: 5.6117 2020-07-27 04:36:59,158 - mmaction - INFO - Epoch [27][1820/3757] lr: 1.000e-02, eta: 5 days, 16:27:37, time: 1.882, data_time: 0.035, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7609, loss_cls: 2.0872, loss: 2.0872, grad_norm: 5.6270 2020-07-27 04:37:29,229 - mmaction - INFO - Epoch [27][1840/3757] lr: 1.000e-02, eta: 5 days, 16:26:47, time: 1.507, data_time: 0.107, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7500, loss_cls: 2.0747, loss: 2.0747, grad_norm: 5.5520 2020-07-27 04:38:05,945 - mmaction - INFO - Epoch [27][1860/3757] lr: 1.000e-02, eta: 5 days, 16:26:14, time: 1.836, data_time: 0.022, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7422, loss_cls: 2.0964, loss: 2.0964, grad_norm: 5.4238 2020-07-27 04:38:38,734 - mmaction - INFO - Epoch [27][1880/3757] lr: 1.000e-02, eta: 5 days, 16:25:31, time: 1.632, data_time: 0.009, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7656, loss_cls: 2.0241, loss: 2.0241, grad_norm: 5.3903 2020-07-27 04:39:15,599 - mmaction - INFO - Epoch [27][1900/3757] lr: 1.000e-02, eta: 5 days, 16:24:59, time: 1.850, data_time: 0.012, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7492, loss_cls: 2.0486, loss: 2.0486, grad_norm: 5.5527 2020-07-27 04:39:49,058 - mmaction - INFO - Epoch [27][1920/3757] lr: 1.000e-02, eta: 5 days, 16:24:17, time: 1.668, data_time: 0.010, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7680, loss_cls: 1.9854, loss: 1.9854, grad_norm: 5.5937 2020-07-27 04:40:28,417 - mmaction - INFO - Epoch [27][1940/3757] lr: 1.000e-02, eta: 5 days, 16:23:52, time: 1.969, data_time: 0.010, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7633, loss_cls: 1.9806, loss: 1.9806, grad_norm: 5.4780 2020-07-27 04:41:05,424 - mmaction - INFO - Epoch [27][1960/3757] lr: 1.000e-02, eta: 5 days, 16:23:21, time: 1.854, data_time: 0.008, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7516, loss_cls: 2.1242, loss: 2.1242, grad_norm: 5.7662 2020-07-27 04:41:39,889 - mmaction - INFO - Epoch [27][1980/3757] lr: 1.000e-02, eta: 5 days, 16:22:42, time: 1.725, data_time: 0.009, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7555, loss_cls: 2.0388, loss: 2.0388, grad_norm: 5.5070 2020-07-27 04:42:14,191 - mmaction - INFO - Epoch [27][2000/3757] lr: 1.000e-02, eta: 5 days, 16:22:03, time: 1.715, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7367, loss_cls: 2.1038, loss: 2.1038, grad_norm: 5.5634 2020-07-27 04:42:45,359 - mmaction - INFO - Epoch [27][2020/3757] lr: 1.000e-02, eta: 5 days, 16:21:15, time: 1.558, data_time: 0.003, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 2.0262, loss: 2.0262, grad_norm: 5.7008 2020-07-27 04:43:20,561 - mmaction - INFO - Epoch [27][2040/3757] lr: 1.000e-02, eta: 5 days, 16:20:39, time: 1.760, data_time: 0.011, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7484, loss_cls: 2.1277, loss: 2.1277, grad_norm: 5.7919 2020-07-27 04:43:56,073 - mmaction - INFO - Epoch [27][2060/3757] lr: 1.000e-02, eta: 5 days, 16:20:03, time: 1.777, data_time: 0.022, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7516, loss_cls: 2.0989, loss: 2.0989, grad_norm: 5.6494 2020-07-27 04:44:30,594 - mmaction - INFO - Epoch [27][2080/3757] lr: 1.000e-02, eta: 5 days, 16:19:24, time: 1.721, data_time: 0.063, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.1912, loss: 2.1912, grad_norm: 5.7406 2020-07-27 04:45:04,666 - mmaction - INFO - Epoch [27][2100/3757] lr: 1.000e-02, eta: 5 days, 16:18:45, time: 1.708, data_time: 0.037, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7508, loss_cls: 2.0490, loss: 2.0490, grad_norm: 5.6699 2020-07-27 04:45:42,542 - mmaction - INFO - Epoch [27][2120/3757] lr: 1.000e-02, eta: 5 days, 16:18:15, time: 1.889, data_time: 0.003, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7523, loss_cls: 2.0888, loss: 2.0888, grad_norm: 5.6743 2020-07-27 04:46:18,382 - mmaction - INFO - Epoch [27][2140/3757] lr: 1.000e-02, eta: 5 days, 16:17:41, time: 1.795, data_time: 0.019, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7477, loss_cls: 2.1219, loss: 2.1219, grad_norm: 5.7222 2020-07-27 04:46:49,551 - mmaction - INFO - Epoch [27][2160/3757] lr: 1.000e-02, eta: 5 days, 16:16:53, time: 1.560, data_time: 0.027, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7617, loss_cls: 2.0319, loss: 2.0319, grad_norm: 5.5537 2020-07-27 04:47:24,015 - mmaction - INFO - Epoch [27][2180/3757] lr: 1.000e-02, eta: 5 days, 16:16:14, time: 1.717, data_time: 0.185, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7477, loss_cls: 2.0986, loss: 2.0986, grad_norm: 5.6707 2020-07-27 04:48:02,039 - mmaction - INFO - Epoch [27][2200/3757] lr: 1.000e-02, eta: 5 days, 16:15:46, time: 1.907, data_time: 0.105, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.1856, loss: 2.1856, grad_norm: 5.6910 2020-07-27 04:48:34,373 - mmaction - INFO - Epoch [27][2220/3757] lr: 1.000e-02, eta: 5 days, 16:15:01, time: 1.616, data_time: 0.009, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7461, loss_cls: 2.1326, loss: 2.1326, grad_norm: 5.6248 2020-07-27 04:49:10,601 - mmaction - INFO - Epoch [27][2240/3757] lr: 1.000e-02, eta: 5 days, 16:14:27, time: 1.806, data_time: 0.014, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7516, loss_cls: 2.1003, loss: 2.1003, grad_norm: 5.5258 2020-07-27 04:49:46,588 - mmaction - INFO - Epoch [27][2260/3757] lr: 1.000e-02, eta: 5 days, 16:13:53, time: 1.803, data_time: 0.095, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7453, loss_cls: 2.1070, loss: 2.1070, grad_norm: 5.5770 2020-07-27 04:50:23,134 - mmaction - INFO - Epoch [27][2280/3757] lr: 1.000e-02, eta: 5 days, 16:13:20, time: 1.827, data_time: 0.008, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7406, loss_cls: 2.1756, loss: 2.1756, grad_norm: 5.6319 2020-07-27 04:50:56,783 - mmaction - INFO - Epoch [27][2300/3757] lr: 1.000e-02, eta: 5 days, 16:12:39, time: 1.686, data_time: 0.008, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7531, loss_cls: 2.0871, loss: 2.0871, grad_norm: 5.4548 2020-07-27 04:51:31,504 - mmaction - INFO - Epoch [27][2320/3757] lr: 1.000e-02, eta: 5 days, 16:12:01, time: 1.730, data_time: 0.008, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0429, loss: 2.0429, grad_norm: 5.6700 2020-07-27 04:52:09,339 - mmaction - INFO - Epoch [27][2340/3757] lr: 1.000e-02, eta: 5 days, 16:11:32, time: 1.895, data_time: 0.010, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7414, loss_cls: 2.1044, loss: 2.1044, grad_norm: 5.6277 2020-07-27 04:52:40,680 - mmaction - INFO - Epoch [27][2360/3757] lr: 1.000e-02, eta: 5 days, 16:10:45, time: 1.569, data_time: 0.008, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7461, loss_cls: 2.1534, loss: 2.1534, grad_norm: 5.7435 2020-07-27 04:53:16,205 - mmaction - INFO - Epoch [27][2380/3757] lr: 1.000e-02, eta: 5 days, 16:10:09, time: 1.773, data_time: 0.003, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.1817, loss: 2.1817, grad_norm: 5.8852 2020-07-27 04:53:50,679 - mmaction - INFO - Epoch [27][2400/3757] lr: 1.000e-02, eta: 5 days, 16:09:31, time: 1.728, data_time: 0.008, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7758, loss_cls: 1.9687, loss: 1.9687, grad_norm: 5.5756 2020-07-27 04:54:27,512 - mmaction - INFO - Epoch [27][2420/3757] lr: 1.000e-02, eta: 5 days, 16:08:58, time: 1.841, data_time: 0.007, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.0313, loss: 2.0313, grad_norm: 5.6345 2020-07-27 04:55:03,323 - mmaction - INFO - Epoch [27][2440/3757] lr: 1.000e-02, eta: 5 days, 16:08:24, time: 1.791, data_time: 0.004, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7594, loss_cls: 2.0792, loss: 2.0792, grad_norm: 5.6314 2020-07-27 04:55:40,572 - mmaction - INFO - Epoch [27][2460/3757] lr: 1.000e-02, eta: 5 days, 16:07:53, time: 1.861, data_time: 0.003, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7586, loss_cls: 2.0697, loss: 2.0697, grad_norm: 5.5506 2020-07-27 04:56:15,136 - mmaction - INFO - Epoch [27][2480/3757] lr: 1.000e-02, eta: 5 days, 16:07:14, time: 1.729, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7609, loss_cls: 2.0799, loss: 2.0799, grad_norm: 5.5971 2020-07-27 04:56:50,753 - mmaction - INFO - Epoch [27][2500/3757] lr: 1.000e-02, eta: 5 days, 16:06:39, time: 1.782, data_time: 0.008, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7648, loss_cls: 2.0653, loss: 2.0653, grad_norm: 5.6772 2020-07-27 04:57:23,607 - mmaction - INFO - Epoch [27][2520/3757] lr: 1.000e-02, eta: 5 days, 16:05:56, time: 1.642, data_time: 0.020, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7766, loss_cls: 1.9846, loss: 1.9846, grad_norm: 5.5949 2020-07-27 04:58:00,088 - mmaction - INFO - Epoch [27][2540/3757] lr: 1.000e-02, eta: 5 days, 16:05:23, time: 1.825, data_time: 0.035, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7648, loss_cls: 2.0437, loss: 2.0437, grad_norm: 5.4760 2020-07-27 04:58:35,547 - mmaction - INFO - Epoch [27][2560/3757] lr: 1.000e-02, eta: 5 days, 16:04:46, time: 1.764, data_time: 0.010, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7672, loss_cls: 2.0806, loss: 2.0806, grad_norm: 5.6124 2020-07-27 04:59:12,646 - mmaction - INFO - Epoch [27][2580/3757] lr: 1.000e-02, eta: 5 days, 16:04:16, time: 1.865, data_time: 0.035, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7453, loss_cls: 2.1726, loss: 2.1726, grad_norm: 5.7490 2020-07-27 04:59:45,658 - mmaction - INFO - Epoch [27][2600/3757] lr: 1.000e-02, eta: 5 days, 16:03:33, time: 1.648, data_time: 0.146, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7281, loss_cls: 2.1765, loss: 2.1765, grad_norm: 5.6250 2020-07-27 05:00:24,447 - mmaction - INFO - Epoch [27][2620/3757] lr: 1.000e-02, eta: 5 days, 16:03:06, time: 1.930, data_time: 0.203, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7461, loss_cls: 2.0996, loss: 2.0996, grad_norm: 5.6427 2020-07-27 05:01:01,774 - mmaction - INFO - Epoch [27][2640/3757] lr: 1.000e-02, eta: 5 days, 16:02:35, time: 1.875, data_time: 0.159, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7445, loss_cls: 2.1476, loss: 2.1476, grad_norm: 5.5800 2020-07-27 05:01:34,939 - mmaction - INFO - Epoch [27][2660/3757] lr: 1.000e-02, eta: 5 days, 16:01:53, time: 1.659, data_time: 0.024, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7461, loss_cls: 2.1253, loss: 2.1253, grad_norm: 5.5842 2020-07-27 05:02:07,240 - mmaction - INFO - Epoch [27][2680/3757] lr: 1.000e-02, eta: 5 days, 16:01:09, time: 1.617, data_time: 0.004, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7750, loss_cls: 2.0207, loss: 2.0207, grad_norm: 5.4844 2020-07-27 05:02:44,923 - mmaction - INFO - Epoch [27][2700/3757] lr: 1.000e-02, eta: 5 days, 16:00:39, time: 1.880, data_time: 0.033, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7617, loss_cls: 2.0648, loss: 2.0648, grad_norm: 5.6194 2020-07-27 05:03:22,519 - mmaction - INFO - Epoch [27][2720/3757] lr: 1.000e-02, eta: 5 days, 16:00:09, time: 1.880, data_time: 0.010, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7414, loss_cls: 2.1852, loss: 2.1852, grad_norm: 5.6802 2020-07-27 05:03:55,848 - mmaction - INFO - Epoch [27][2740/3757] lr: 1.000e-02, eta: 5 days, 15:59:27, time: 1.671, data_time: 0.009, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7484, loss_cls: 2.1257, loss: 2.1257, grad_norm: 5.4212 2020-07-27 05:04:32,485 - mmaction - INFO - Epoch [27][2760/3757] lr: 1.000e-02, eta: 5 days, 15:58:54, time: 1.828, data_time: 0.080, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7508, loss_cls: 2.0959, loss: 2.0959, grad_norm: 5.4555 2020-07-27 05:05:08,258 - mmaction - INFO - Epoch [27][2780/3757] lr: 1.000e-02, eta: 5 days, 15:58:20, time: 1.792, data_time: 0.007, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7438, loss_cls: 2.1230, loss: 2.1230, grad_norm: 5.4617 2020-07-27 05:05:45,277 - mmaction - INFO - Epoch [27][2800/3757] lr: 1.000e-02, eta: 5 days, 15:57:48, time: 1.847, data_time: 0.002, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 2.0396, loss: 2.0396, grad_norm: 5.6103 2020-07-27 05:06:17,333 - mmaction - INFO - Epoch [27][2820/3757] lr: 1.000e-02, eta: 5 days, 15:57:03, time: 1.605, data_time: 0.476, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7352, loss_cls: 2.1970, loss: 2.1970, grad_norm: 5.6151 2020-07-27 05:06:52,173 - mmaction - INFO - Epoch [27][2840/3757] lr: 1.000e-02, eta: 5 days, 15:56:25, time: 1.743, data_time: 0.910, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7539, loss_cls: 2.1415, loss: 2.1415, grad_norm: 5.6455 2020-07-27 05:07:32,263 - mmaction - INFO - Epoch [27][2860/3757] lr: 1.000e-02, eta: 5 days, 15:56:02, time: 2.004, data_time: 0.398, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7375, loss_cls: 2.1798, loss: 2.1798, grad_norm: 5.5454 2020-07-27 05:08:05,022 - mmaction - INFO - Epoch [27][2880/3757] lr: 1.000e-02, eta: 5 days, 15:55:19, time: 1.639, data_time: 0.102, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7836, loss_cls: 1.9558, loss: 1.9558, grad_norm: 5.6152 2020-07-27 05:08:41,225 - mmaction - INFO - Epoch [27][2900/3757] lr: 1.000e-02, eta: 5 days, 15:54:45, time: 1.809, data_time: 0.001, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7555, loss_cls: 2.0669, loss: 2.0669, grad_norm: 5.4454 2020-07-27 05:09:15,307 - mmaction - INFO - Epoch [27][2920/3757] lr: 1.000e-02, eta: 5 days, 15:54:05, time: 1.702, data_time: 0.008, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7289, loss_cls: 2.1346, loss: 2.1346, grad_norm: 5.6912 2020-07-27 05:09:47,791 - mmaction - INFO - Epoch [27][2940/3757] lr: 1.000e-02, eta: 5 days, 15:53:21, time: 1.626, data_time: 0.005, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7578, loss_cls: 2.0889, loss: 2.0889, grad_norm: 5.6424 2020-07-27 05:10:23,534 - mmaction - INFO - Epoch [27][2960/3757] lr: 1.000e-02, eta: 5 days, 15:52:46, time: 1.781, data_time: 0.008, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7273, loss_cls: 2.1720, loss: 2.1720, grad_norm: 5.5144 2020-07-27 05:10:56,924 - mmaction - INFO - Epoch [27][2980/3757] lr: 1.000e-02, eta: 5 days, 15:52:05, time: 1.676, data_time: 0.039, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.1157, loss: 2.1157, grad_norm: 5.6076 2020-07-27 05:11:34,993 - mmaction - INFO - Epoch [27][3000/3757] lr: 1.000e-02, eta: 5 days, 15:51:36, time: 1.903, data_time: 0.002, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7578, loss_cls: 2.1056, loss: 2.1056, grad_norm: 5.6858 2020-07-27 05:12:11,488 - mmaction - INFO - Epoch [27][3020/3757] lr: 1.000e-02, eta: 5 days, 15:51:03, time: 1.823, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.0900, loss: 2.0900, grad_norm: 5.5494 2020-07-27 05:12:47,215 - mmaction - INFO - Epoch [27][3040/3757] lr: 1.000e-02, eta: 5 days, 15:50:28, time: 1.788, data_time: 0.032, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7516, loss_cls: 2.1199, loss: 2.1199, grad_norm: 5.7700 2020-07-27 05:13:23,173 - mmaction - INFO - Epoch [27][3060/3757] lr: 1.000e-02, eta: 5 days, 15:49:53, time: 1.796, data_time: 0.197, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7500, loss_cls: 2.1321, loss: 2.1321, grad_norm: 5.7351 2020-07-27 05:14:00,482 - mmaction - INFO - Epoch [27][3080/3757] lr: 1.000e-02, eta: 5 days, 15:49:22, time: 1.864, data_time: 0.006, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.0992, loss: 2.0992, grad_norm: 5.5121 2020-07-27 05:14:33,793 - mmaction - INFO - Epoch [27][3100/3757] lr: 1.000e-02, eta: 5 days, 15:48:41, time: 1.670, data_time: 0.012, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7562, loss_cls: 2.1380, loss: 2.1380, grad_norm: 5.8132 2020-07-27 05:15:09,490 - mmaction - INFO - Epoch [27][3120/3757] lr: 1.000e-02, eta: 5 days, 15:48:06, time: 1.784, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7703, loss_cls: 2.0749, loss: 2.0749, grad_norm: 5.6624 2020-07-27 05:15:42,155 - mmaction - INFO - Epoch [27][3140/3757] lr: 1.000e-02, eta: 5 days, 15:47:22, time: 1.632, data_time: 0.148, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7391, loss_cls: 2.1319, loss: 2.1319, grad_norm: 5.6169 2020-07-27 05:16:17,429 - mmaction - INFO - Epoch [27][3160/3757] lr: 1.000e-02, eta: 5 days, 15:46:46, time: 1.761, data_time: 0.660, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.1183, loss: 2.1183, grad_norm: 5.6387 2020-07-27 05:16:54,633 - mmaction - INFO - Epoch [27][3180/3757] lr: 1.000e-02, eta: 5 days, 15:46:14, time: 1.859, data_time: 0.773, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7547, loss_cls: 2.1222, loss: 2.1222, grad_norm: 5.6287 2020-07-27 05:17:26,611 - mmaction - INFO - Epoch [27][3200/3757] lr: 1.000e-02, eta: 5 days, 15:45:29, time: 1.603, data_time: 0.678, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7688, loss_cls: 2.0425, loss: 2.0425, grad_norm: 5.3747 2020-07-27 05:18:03,958 - mmaction - INFO - Epoch [27][3220/3757] lr: 1.000e-02, eta: 5 days, 15:44:58, time: 1.861, data_time: 0.424, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7438, loss_cls: 2.1695, loss: 2.1695, grad_norm: 5.6090 2020-07-27 05:18:40,474 - mmaction - INFO - Epoch [27][3240/3757] lr: 1.000e-02, eta: 5 days, 15:44:26, time: 1.833, data_time: 1.254, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7703, loss_cls: 2.0004, loss: 2.0004, grad_norm: 5.4218 2020-07-27 05:19:14,689 - mmaction - INFO - Epoch [27][3260/3757] lr: 1.000e-02, eta: 5 days, 15:43:46, time: 1.710, data_time: 1.119, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7586, loss_cls: 2.0428, loss: 2.0428, grad_norm: 5.5012 2020-07-27 05:19:50,097 - mmaction - INFO - Epoch [27][3280/3757] lr: 1.000e-02, eta: 5 days, 15:43:10, time: 1.771, data_time: 1.202, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1539, loss: 2.1539, grad_norm: 5.5735 2020-07-27 05:20:22,640 - mmaction - INFO - Epoch [27][3300/3757] lr: 1.000e-02, eta: 5 days, 15:42:26, time: 1.624, data_time: 0.966, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7625, loss_cls: 2.0636, loss: 2.0636, grad_norm: 5.6795 2020-07-27 05:20:56,602 - mmaction - INFO - Epoch [27][3320/3757] lr: 1.000e-02, eta: 5 days, 15:41:46, time: 1.697, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7547, loss_cls: 2.0912, loss: 2.0912, grad_norm: 5.5480 2020-07-27 05:21:32,390 - mmaction - INFO - Epoch [27][3340/3757] lr: 1.000e-02, eta: 5 days, 15:41:12, time: 1.793, data_time: 0.179, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7492, loss_cls: 2.1635, loss: 2.1635, grad_norm: 5.5722 2020-07-27 05:22:11,945 - mmaction - INFO - Epoch [27][3360/3757] lr: 1.000e-02, eta: 5 days, 15:40:47, time: 1.971, data_time: 0.006, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7414, loss_cls: 2.1794, loss: 2.1794, grad_norm: 5.6607 2020-07-27 05:22:45,086 - mmaction - INFO - Epoch [27][3380/3757] lr: 1.000e-02, eta: 5 days, 15:40:05, time: 1.664, data_time: 0.009, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.1371, loss: 2.1371, grad_norm: 5.5614 2020-07-27 05:23:19,832 - mmaction - INFO - Epoch [27][3400/3757] lr: 1.000e-02, eta: 5 days, 15:39:26, time: 1.729, data_time: 0.002, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 2.0913, loss: 2.0913, grad_norm: 5.7704 2020-07-27 05:23:55,266 - mmaction - INFO - Epoch [27][3420/3757] lr: 1.000e-02, eta: 5 days, 15:38:51, time: 1.777, data_time: 0.011, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.1810, loss: 2.1810, grad_norm: 5.5977 2020-07-27 05:24:30,805 - mmaction - INFO - Epoch [27][3440/3757] lr: 1.000e-02, eta: 5 days, 15:38:15, time: 1.780, data_time: 0.006, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7656, loss_cls: 2.0549, loss: 2.0549, grad_norm: 5.4835 2020-07-27 05:25:02,920 - mmaction - INFO - Epoch [27][3460/3757] lr: 1.000e-02, eta: 5 days, 15:37:30, time: 1.606, data_time: 0.045, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7656, loss_cls: 2.0703, loss: 2.0703, grad_norm: 5.5765 2020-07-27 05:25:38,832 - mmaction - INFO - Epoch [27][3480/3757] lr: 1.000e-02, eta: 5 days, 15:36:56, time: 1.795, data_time: 0.120, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7203, loss_cls: 2.1907, loss: 2.1907, grad_norm: 5.5801 2020-07-27 05:26:10,666 - mmaction - INFO - Epoch [27][3500/3757] lr: 1.000e-02, eta: 5 days, 15:36:10, time: 1.584, data_time: 0.008, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7656, loss_cls: 2.0412, loss: 2.0412, grad_norm: 5.3762 2020-07-27 05:26:45,358 - mmaction - INFO - Epoch [27][3520/3757] lr: 1.000e-02, eta: 5 days, 15:35:32, time: 1.742, data_time: 0.093, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7578, loss_cls: 2.0611, loss: 2.0611, grad_norm: 5.4698 2020-07-27 05:27:23,232 - mmaction - INFO - Epoch [27][3540/3757] lr: 1.000e-02, eta: 5 days, 15:35:02, time: 1.885, data_time: 0.009, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7578, loss_cls: 2.1384, loss: 2.1384, grad_norm: 5.6457 2020-07-27 05:27:57,045 - mmaction - INFO - Epoch [27][3560/3757] lr: 1.000e-02, eta: 5 days, 15:34:22, time: 1.699, data_time: 0.068, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1435, loss: 2.1435, grad_norm: 5.8119 2020-07-27 05:28:31,002 - mmaction - INFO - Epoch [27][3580/3757] lr: 1.000e-02, eta: 5 days, 15:33:42, time: 1.691, data_time: 0.009, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7586, loss_cls: 2.0915, loss: 2.0915, grad_norm: 5.5342 2020-07-27 05:29:07,056 - mmaction - INFO - Epoch [27][3600/3757] lr: 1.000e-02, eta: 5 days, 15:33:08, time: 1.807, data_time: 0.103, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1983, loss: 2.1983, grad_norm: 5.6025 2020-07-27 05:29:41,909 - mmaction - INFO - Epoch [27][3620/3757] lr: 1.000e-02, eta: 5 days, 15:32:31, time: 1.745, data_time: 0.379, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7555, loss_cls: 2.0965, loss: 2.0965, grad_norm: 5.6088 2020-07-27 05:30:17,656 - mmaction - INFO - Epoch [27][3640/3757] lr: 1.000e-02, eta: 5 days, 15:31:55, time: 1.783, data_time: 1.169, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7469, loss_cls: 2.0886, loss: 2.0886, grad_norm: 5.4229 2020-07-27 05:30:51,760 - mmaction - INFO - Epoch [27][3660/3757] lr: 1.000e-02, eta: 5 days, 15:31:16, time: 1.708, data_time: 0.963, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7359, loss_cls: 2.1182, loss: 2.1182, grad_norm: 5.5617 2020-07-27 05:31:25,047 - mmaction - INFO - Epoch [27][3680/3757] lr: 1.000e-02, eta: 5 days, 15:30:34, time: 1.658, data_time: 0.914, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0374, loss: 2.0374, grad_norm: 5.5221 2020-07-27 05:32:00,927 - mmaction - INFO - Epoch [27][3700/3757] lr: 1.000e-02, eta: 5 days, 15:30:00, time: 1.802, data_time: 0.677, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7547, loss_cls: 2.0934, loss: 2.0934, grad_norm: 5.5396 2020-07-27 05:32:37,326 - mmaction - INFO - Epoch [27][3720/3757] lr: 1.000e-02, eta: 5 days, 15:29:26, time: 1.814, data_time: 0.866, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7344, loss_cls: 2.1578, loss: 2.1578, grad_norm: 5.7085 2020-07-27 05:33:11,408 - mmaction - INFO - Epoch [27][3740/3757] lr: 1.000e-02, eta: 5 days, 15:28:47, time: 1.709, data_time: 0.686, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7492, loss_cls: 2.1200, loss: 2.1200, grad_norm: 5.6411 2020-07-27 05:33:34,737 - mmaction - INFO - Saving checkpoint at 27 epochs 2020-07-27 05:34:26,609 - mmaction - INFO - Epoch [28][20/3757] lr: 1.000e-02, eta: 5 days, 15:26:59, time: 2.518, data_time: 1.228, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7570, loss_cls: 2.0908, loss: 2.0908, grad_norm: 5.5654 2020-07-27 05:35:02,173 - mmaction - INFO - Epoch [28][40/3757] lr: 1.000e-02, eta: 5 days, 15:26:24, time: 1.781, data_time: 0.072, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.0757, loss: 2.0757, grad_norm: 5.7013 2020-07-27 05:35:40,821 - mmaction - INFO - Epoch [28][60/3757] lr: 1.000e-02, eta: 5 days, 15:25:57, time: 1.930, data_time: 0.146, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7523, loss_cls: 2.1112, loss: 2.1112, grad_norm: 5.5797 2020-07-27 05:36:12,516 - mmaction - INFO - Epoch [28][80/3757] lr: 1.000e-02, eta: 5 days, 15:25:11, time: 1.588, data_time: 0.010, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1461, loss: 2.1461, grad_norm: 5.6203 2020-07-27 05:36:50,059 - mmaction - INFO - Epoch [28][100/3757] lr: 1.000e-02, eta: 5 days, 15:24:40, time: 1.874, data_time: 0.003, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7656, loss_cls: 2.0410, loss: 2.0410, grad_norm: 5.6171 2020-07-27 05:37:22,594 - mmaction - INFO - Epoch [28][120/3757] lr: 1.000e-02, eta: 5 days, 15:23:56, time: 1.624, data_time: 0.012, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7719, loss_cls: 1.9949, loss: 1.9949, grad_norm: 5.4970 2020-07-27 05:37:59,223 - mmaction - INFO - Epoch [28][140/3757] lr: 1.000e-02, eta: 5 days, 15:23:24, time: 1.835, data_time: 0.009, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7547, loss_cls: 2.0659, loss: 2.0659, grad_norm: 5.5805 2020-07-27 05:38:32,600 - mmaction - INFO - Epoch [28][160/3757] lr: 1.000e-02, eta: 5 days, 15:22:42, time: 1.666, data_time: 0.005, memory: 5170, top1_acc: 0.5633, top5_acc: 0.7719, loss_cls: 1.9376, loss: 1.9376, grad_norm: 5.3580 2020-07-27 05:39:07,446 - mmaction - INFO - Epoch [28][180/3757] lr: 1.000e-02, eta: 5 days, 15:22:05, time: 1.747, data_time: 0.010, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7555, loss_cls: 2.0669, loss: 2.0669, grad_norm: 5.5492 2020-07-27 05:39:44,737 - mmaction - INFO - Epoch [28][200/3757] lr: 1.000e-02, eta: 5 days, 15:21:34, time: 1.865, data_time: 0.024, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7695, loss_cls: 2.0249, loss: 2.0249, grad_norm: 5.5956 2020-07-27 05:40:20,009 - mmaction - INFO - Epoch [28][220/3757] lr: 1.000e-02, eta: 5 days, 15:20:57, time: 1.755, data_time: 0.010, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7547, loss_cls: 2.1473, loss: 2.1473, grad_norm: 5.7650 2020-07-27 05:40:52,299 - mmaction - INFO - Epoch [28][240/3757] lr: 1.000e-02, eta: 5 days, 15:20:13, time: 1.622, data_time: 0.065, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7656, loss_cls: 2.0096, loss: 2.0096, grad_norm: 5.6878 2020-07-27 05:41:28,320 - mmaction - INFO - Epoch [28][260/3757] lr: 1.000e-02, eta: 5 days, 15:19:39, time: 1.796, data_time: 0.009, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7586, loss_cls: 2.1283, loss: 2.1283, grad_norm: 5.6777 2020-07-27 05:42:05,465 - mmaction - INFO - Epoch [28][280/3757] lr: 1.000e-02, eta: 5 days, 15:19:08, time: 1.864, data_time: 0.152, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7672, loss_cls: 2.0296, loss: 2.0296, grad_norm: 5.4807 2020-07-27 05:42:41,792 - mmaction - INFO - Epoch [28][300/3757] lr: 1.000e-02, eta: 5 days, 15:18:34, time: 1.811, data_time: 0.119, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7680, loss_cls: 2.0054, loss: 2.0054, grad_norm: 5.6009 2020-07-27 05:43:17,672 - mmaction - INFO - Epoch [28][320/3757] lr: 1.000e-02, eta: 5 days, 15:17:59, time: 1.794, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7516, loss_cls: 2.1110, loss: 2.1110, grad_norm: 5.6397 2020-07-27 05:43:52,397 - mmaction - INFO - Epoch [28][340/3757] lr: 1.000e-02, eta: 5 days, 15:17:22, time: 1.740, data_time: 0.139, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7680, loss_cls: 2.0445, loss: 2.0445, grad_norm: 5.4349 2020-07-27 05:44:27,022 - mmaction - INFO - Epoch [28][360/3757] lr: 1.000e-02, eta: 5 days, 15:16:44, time: 1.733, data_time: 0.713, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7586, loss_cls: 2.0974, loss: 2.0974, grad_norm: 5.5670 2020-07-27 05:45:03,040 - mmaction - INFO - Epoch [28][380/3757] lr: 1.000e-02, eta: 5 days, 15:16:10, time: 1.801, data_time: 0.508, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7609, loss_cls: 2.0084, loss: 2.0084, grad_norm: 5.4536 2020-07-27 05:45:39,402 - mmaction - INFO - Epoch [28][400/3757] lr: 1.000e-02, eta: 5 days, 15:15:36, time: 1.817, data_time: 1.006, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7750, loss_cls: 1.9983, loss: 1.9983, grad_norm: 5.5506 2020-07-27 05:46:12,397 - mmaction - INFO - Epoch [28][420/3757] lr: 1.000e-02, eta: 5 days, 15:14:54, time: 1.649, data_time: 1.102, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7414, loss_cls: 2.0954, loss: 2.0954, grad_norm: 5.5679 2020-07-27 05:46:48,582 - mmaction - INFO - Epoch [28][440/3757] lr: 1.000e-02, eta: 5 days, 15:14:19, time: 1.805, data_time: 1.248, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7547, loss_cls: 2.0785, loss: 2.0785, grad_norm: 5.5963 2020-07-27 05:47:22,608 - mmaction - INFO - Epoch [28][460/3757] lr: 1.000e-02, eta: 5 days, 15:13:40, time: 1.704, data_time: 0.847, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7719, loss_cls: 2.0015, loss: 2.0015, grad_norm: 5.5437 2020-07-27 05:47:57,714 - mmaction - INFO - Epoch [28][480/3757] lr: 1.000e-02, eta: 5 days, 15:13:03, time: 1.755, data_time: 0.569, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7602, loss_cls: 2.0344, loss: 2.0344, grad_norm: 5.5859 2020-07-27 05:48:36,368 - mmaction - INFO - Epoch [28][500/3757] lr: 1.000e-02, eta: 5 days, 15:12:36, time: 1.932, data_time: 0.069, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7539, loss_cls: 2.0245, loss: 2.0245, grad_norm: 5.5592 2020-07-27 05:49:08,963 - mmaction - INFO - Epoch [28][520/3757] lr: 1.000e-02, eta: 5 days, 15:11:52, time: 1.632, data_time: 0.005, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 2.0277, loss: 2.0277, grad_norm: 5.7247 2020-07-27 05:49:44,608 - mmaction - INFO - Epoch [28][540/3757] lr: 1.000e-02, eta: 5 days, 15:11:17, time: 1.779, data_time: 0.009, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7578, loss_cls: 2.0847, loss: 2.0847, grad_norm: 5.5259 2020-07-27 05:50:20,762 - mmaction - INFO - Epoch [28][560/3757] lr: 1.000e-02, eta: 5 days, 15:10:43, time: 1.811, data_time: 0.219, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7594, loss_cls: 2.0567, loss: 2.0567, grad_norm: 5.4492 2020-07-27 05:50:55,671 - mmaction - INFO - Epoch [28][580/3757] lr: 1.000e-02, eta: 5 days, 15:10:06, time: 1.743, data_time: 0.212, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7594, loss_cls: 2.0946, loss: 2.0946, grad_norm: 5.6490 2020-07-27 05:51:29,378 - mmaction - INFO - Epoch [28][600/3757] lr: 1.000e-02, eta: 5 days, 15:09:25, time: 1.687, data_time: 0.585, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7594, loss_cls: 1.9776, loss: 1.9776, grad_norm: 5.4421 2020-07-27 05:52:07,829 - mmaction - INFO - Epoch [28][620/3757] lr: 1.000e-02, eta: 5 days, 15:08:57, time: 1.921, data_time: 0.828, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7562, loss_cls: 2.0085, loss: 2.0085, grad_norm: 5.3950 2020-07-27 05:52:40,392 - mmaction - INFO - Epoch [28][640/3757] lr: 1.000e-02, eta: 5 days, 15:08:14, time: 1.629, data_time: 0.835, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7734, loss_cls: 1.9193, loss: 1.9193, grad_norm: 5.4105 2020-07-27 05:53:16,485 - mmaction - INFO - Epoch [28][660/3757] lr: 1.000e-02, eta: 5 days, 15:07:40, time: 1.805, data_time: 0.339, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7508, loss_cls: 2.1086, loss: 2.1086, grad_norm: 5.7124 2020-07-27 05:53:50,957 - mmaction - INFO - Epoch [28][680/3757] lr: 1.000e-02, eta: 5 days, 15:07:01, time: 1.722, data_time: 0.997, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.0928, loss: 2.0928, grad_norm: 5.5531 2020-07-27 05:54:28,371 - mmaction - INFO - Epoch [28][700/3757] lr: 1.000e-02, eta: 5 days, 15:06:30, time: 1.865, data_time: 0.111, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7773, loss_cls: 2.0180, loss: 2.0180, grad_norm: 5.4573 2020-07-27 05:54:58,847 - mmaction - INFO - Epoch [28][720/3757] lr: 1.000e-02, eta: 5 days, 15:05:42, time: 1.531, data_time: 0.650, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7547, loss_cls: 2.1237, loss: 2.1237, grad_norm: 5.7034 2020-07-27 05:55:35,261 - mmaction - INFO - Epoch [28][740/3757] lr: 1.000e-02, eta: 5 days, 15:05:08, time: 1.814, data_time: 1.242, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7422, loss_cls: 2.1091, loss: 2.1091, grad_norm: 5.6966 2020-07-27 05:56:11,027 - mmaction - INFO - Epoch [28][760/3757] lr: 1.000e-02, eta: 5 days, 15:04:33, time: 1.788, data_time: 1.072, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7484, loss_cls: 2.1932, loss: 2.1932, grad_norm: 5.7701 2020-07-27 05:56:44,729 - mmaction - INFO - Epoch [28][780/3757] lr: 1.000e-02, eta: 5 days, 15:03:53, time: 1.693, data_time: 0.548, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7367, loss_cls: 2.1047, loss: 2.1047, grad_norm: 5.4077 2020-07-27 05:57:19,020 - mmaction - INFO - Epoch [28][800/3757] lr: 1.000e-02, eta: 5 days, 15:03:14, time: 1.712, data_time: 0.167, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7414, loss_cls: 2.1717, loss: 2.1717, grad_norm: 5.6606 2020-07-27 05:57:54,658 - mmaction - INFO - Epoch [28][820/3757] lr: 1.000e-02, eta: 5 days, 15:02:38, time: 1.785, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7648, loss_cls: 2.0340, loss: 2.0340, grad_norm: 5.5847 2020-07-27 05:58:29,796 - mmaction - INFO - Epoch [28][840/3757] lr: 1.000e-02, eta: 5 days, 15:02:01, time: 1.750, data_time: 0.012, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7500, loss_cls: 2.1475, loss: 2.1475, grad_norm: 5.7610 2020-07-27 05:59:04,035 - mmaction - INFO - Epoch [28][860/3757] lr: 1.000e-02, eta: 5 days, 15:01:23, time: 1.717, data_time: 0.009, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7391, loss_cls: 2.1421, loss: 2.1421, grad_norm: 5.5056 2020-07-27 05:59:38,044 - mmaction - INFO - Epoch [28][880/3757] lr: 1.000e-02, eta: 5 days, 15:00:43, time: 1.700, data_time: 0.003, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7547, loss_cls: 2.0858, loss: 2.0858, grad_norm: 5.5384 2020-07-27 06:00:13,678 - mmaction - INFO - Epoch [28][900/3757] lr: 1.000e-02, eta: 5 days, 15:00:07, time: 1.775, data_time: 0.009, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7750, loss_cls: 1.9561, loss: 1.9561, grad_norm: 5.6207 2020-07-27 06:00:45,557 - mmaction - INFO - Epoch [28][920/3757] lr: 1.000e-02, eta: 5 days, 14:59:22, time: 1.602, data_time: 0.077, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7383, loss_cls: 2.1385, loss: 2.1385, grad_norm: 5.6412 2020-07-27 06:01:24,364 - mmaction - INFO - Epoch [28][940/3757] lr: 1.000e-02, eta: 5 days, 14:58:55, time: 1.939, data_time: 0.095, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7398, loss_cls: 2.2043, loss: 2.2043, grad_norm: 5.8298 2020-07-27 06:02:01,289 - mmaction - INFO - Epoch [28][960/3757] lr: 1.000e-02, eta: 5 days, 14:58:23, time: 1.847, data_time: 0.003, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7758, loss_cls: 1.9780, loss: 1.9780, grad_norm: 5.5511 2020-07-27 06:02:34,453 - mmaction - INFO - Epoch [28][980/3757] lr: 1.000e-02, eta: 5 days, 14:57:41, time: 1.657, data_time: 0.007, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7508, loss_cls: 2.1273, loss: 2.1273, grad_norm: 5.7034 2020-07-27 06:03:10,033 - mmaction - INFO - Epoch [28][1000/3757] lr: 1.000e-02, eta: 5 days, 14:57:06, time: 1.779, data_time: 0.003, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7578, loss_cls: 2.0377, loss: 2.0377, grad_norm: 5.6606 2020-07-27 06:03:45,622 - mmaction - INFO - Epoch [28][1020/3757] lr: 1.000e-02, eta: 5 days, 14:56:30, time: 1.779, data_time: 0.004, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7453, loss_cls: 2.1010, loss: 2.1010, grad_norm: 5.6501 2020-07-27 06:04:23,986 - mmaction - INFO - Epoch [28][1040/3757] lr: 1.000e-02, eta: 5 days, 14:56:02, time: 1.919, data_time: 0.010, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7562, loss_cls: 2.0653, loss: 2.0653, grad_norm: 5.7130 2020-07-27 06:04:57,103 - mmaction - INFO - Epoch [28][1060/3757] lr: 1.000e-02, eta: 5 days, 14:55:20, time: 1.654, data_time: 0.002, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7422, loss_cls: 2.0989, loss: 2.0989, grad_norm: 5.5926 2020-07-27 06:05:32,864 - mmaction - INFO - Epoch [28][1080/3757] lr: 1.000e-02, eta: 5 days, 14:54:45, time: 1.788, data_time: 0.316, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7414, loss_cls: 2.0833, loss: 2.0833, grad_norm: 5.5745 2020-07-27 06:06:04,680 - mmaction - INFO - Epoch [28][1100/3757] lr: 1.000e-02, eta: 5 days, 14:54:00, time: 1.590, data_time: 0.009, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7625, loss_cls: 2.0160, loss: 2.0160, grad_norm: 5.5698 2020-07-27 06:06:38,154 - mmaction - INFO - Epoch [28][1120/3757] lr: 1.000e-02, eta: 5 days, 14:53:19, time: 1.674, data_time: 0.009, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7516, loss_cls: 2.0235, loss: 2.0235, grad_norm: 5.5185 2020-07-27 06:07:12,813 - mmaction - INFO - Epoch [28][1140/3757] lr: 1.000e-02, eta: 5 days, 14:52:41, time: 1.735, data_time: 0.027, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7648, loss_cls: 1.9886, loss: 1.9886, grad_norm: 5.3669 2020-07-27 06:07:47,515 - mmaction - INFO - Epoch [28][1160/3757] lr: 1.000e-02, eta: 5 days, 14:52:03, time: 1.735, data_time: 0.009, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7688, loss_cls: 2.0214, loss: 2.0214, grad_norm: 5.6086 2020-07-27 06:08:22,447 - mmaction - INFO - Epoch [28][1180/3757] lr: 1.000e-02, eta: 5 days, 14:51:26, time: 1.748, data_time: 0.028, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7398, loss_cls: 2.0936, loss: 2.0936, grad_norm: 5.5777 2020-07-27 06:08:57,495 - mmaction - INFO - Epoch [28][1200/3757] lr: 1.000e-02, eta: 5 days, 14:50:48, time: 1.745, data_time: 0.211, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7602, loss_cls: 2.0524, loss: 2.0524, grad_norm: 5.6158 2020-07-27 06:09:31,583 - mmaction - INFO - Epoch [28][1220/3757] lr: 1.000e-02, eta: 5 days, 14:50:09, time: 1.711, data_time: 0.449, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7695, loss_cls: 2.0685, loss: 2.0685, grad_norm: 5.7675 2020-07-27 06:10:06,429 - mmaction - INFO - Epoch [28][1240/3757] lr: 1.000e-02, eta: 5 days, 14:49:32, time: 1.743, data_time: 0.191, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.0547, loss: 2.0547, grad_norm: 5.7059 2020-07-27 06:10:41,040 - mmaction - INFO - Epoch [28][1260/3757] lr: 1.000e-02, eta: 5 days, 14:48:54, time: 1.730, data_time: 0.028, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.0599, loss: 2.0599, grad_norm: 5.6444 2020-07-27 06:11:16,073 - mmaction - INFO - Epoch [28][1280/3757] lr: 1.000e-02, eta: 5 days, 14:48:17, time: 1.753, data_time: 0.091, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.0928, loss: 2.0928, grad_norm: 5.7071 2020-07-27 06:11:50,380 - mmaction - INFO - Epoch [28][1300/3757] lr: 1.000e-02, eta: 5 days, 14:47:38, time: 1.713, data_time: 0.683, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7523, loss_cls: 2.1011, loss: 2.1011, grad_norm: 5.4463 2020-07-27 06:12:24,891 - mmaction - INFO - Epoch [28][1320/3757] lr: 1.000e-02, eta: 5 days, 14:47:00, time: 1.726, data_time: 0.218, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7641, loss_cls: 2.0816, loss: 2.0816, grad_norm: 5.5163 2020-07-27 06:13:03,245 - mmaction - INFO - Epoch [28][1340/3757] lr: 1.000e-02, eta: 5 days, 14:46:32, time: 1.919, data_time: 0.329, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7484, loss_cls: 2.1184, loss: 2.1184, grad_norm: 5.5319 2020-07-27 06:13:37,781 - mmaction - INFO - Epoch [28][1360/3757] lr: 1.000e-02, eta: 5 days, 14:45:53, time: 1.724, data_time: 0.009, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7523, loss_cls: 2.0582, loss: 2.0582, grad_norm: 5.5255 2020-07-27 06:14:11,715 - mmaction - INFO - Epoch [28][1380/3757] lr: 1.000e-02, eta: 5 days, 14:45:13, time: 1.698, data_time: 0.012, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7672, loss_cls: 2.0235, loss: 2.0235, grad_norm: 5.3310 2020-07-27 06:14:47,205 - mmaction - INFO - Epoch [28][1400/3757] lr: 1.000e-02, eta: 5 days, 14:44:37, time: 1.768, data_time: 0.014, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7570, loss_cls: 1.9949, loss: 1.9949, grad_norm: 5.4733 2020-07-27 06:15:23,003 - mmaction - INFO - Epoch [28][1420/3757] lr: 1.000e-02, eta: 5 days, 14:44:03, time: 1.791, data_time: 0.010, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7617, loss_cls: 2.0117, loss: 2.0117, grad_norm: 5.3624 2020-07-27 06:15:57,236 - mmaction - INFO - Epoch [28][1440/3757] lr: 1.000e-02, eta: 5 days, 14:43:24, time: 1.719, data_time: 0.026, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 1.9989, loss: 1.9989, grad_norm: 5.5460 2020-07-27 06:16:34,178 - mmaction - INFO - Epoch [28][1460/3757] lr: 1.000e-02, eta: 5 days, 14:42:51, time: 1.838, data_time: 0.008, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7898, loss_cls: 1.9557, loss: 1.9557, grad_norm: 5.5289 2020-07-27 06:17:11,091 - mmaction - INFO - Epoch [28][1480/3757] lr: 1.000e-02, eta: 5 days, 14:42:20, time: 1.850, data_time: 0.012, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7500, loss_cls: 2.1401, loss: 2.1401, grad_norm: 5.7397 2020-07-27 06:17:47,370 - mmaction - INFO - Epoch [28][1500/3757] lr: 1.000e-02, eta: 5 days, 14:41:46, time: 1.813, data_time: 0.020, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 2.0115, loss: 2.0115, grad_norm: 5.5358 2020-07-27 06:18:20,287 - mmaction - INFO - Epoch [28][1520/3757] lr: 1.000e-02, eta: 5 days, 14:41:04, time: 1.647, data_time: 0.010, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7766, loss_cls: 1.9843, loss: 1.9843, grad_norm: 5.6003 2020-07-27 06:18:57,962 - mmaction - INFO - Epoch [28][1540/3757] lr: 1.000e-02, eta: 5 days, 14:40:34, time: 1.888, data_time: 0.013, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0691, loss: 2.0691, grad_norm: 5.7028 2020-07-27 06:19:30,347 - mmaction - INFO - Epoch [28][1560/3757] lr: 1.000e-02, eta: 5 days, 14:39:50, time: 1.617, data_time: 0.002, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7578, loss_cls: 2.0219, loss: 2.0219, grad_norm: 5.5120 2020-07-27 06:20:07,854 - mmaction - INFO - Epoch [28][1580/3757] lr: 1.000e-02, eta: 5 days, 14:39:19, time: 1.875, data_time: 0.082, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7641, loss_cls: 2.0443, loss: 2.0443, grad_norm: 5.6607 2020-07-27 06:20:38,769 - mmaction - INFO - Epoch [28][1600/3757] lr: 1.000e-02, eta: 5 days, 14:38:31, time: 1.544, data_time: 0.060, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7703, loss_cls: 2.0136, loss: 2.0136, grad_norm: 5.5504 2020-07-27 06:21:16,050 - mmaction - INFO - Epoch [28][1620/3757] lr: 1.000e-02, eta: 5 days, 14:38:01, time: 1.865, data_time: 0.010, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.1801, loss: 2.1801, grad_norm: 5.8741 2020-07-27 06:21:49,246 - mmaction - INFO - Epoch [28][1640/3757] lr: 1.000e-02, eta: 5 days, 14:37:18, time: 1.654, data_time: 0.033, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7602, loss_cls: 2.0281, loss: 2.0281, grad_norm: 5.7220 2020-07-27 06:22:24,128 - mmaction - INFO - Epoch [28][1660/3757] lr: 1.000e-02, eta: 5 days, 14:36:41, time: 1.744, data_time: 0.725, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7375, loss_cls: 2.1454, loss: 2.1454, grad_norm: 5.7321 2020-07-27 06:23:00,510 - mmaction - INFO - Epoch [28][1680/3757] lr: 1.000e-02, eta: 5 days, 14:36:08, time: 1.827, data_time: 0.133, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0461, loss: 2.0461, grad_norm: 5.7267 2020-07-27 06:23:33,288 - mmaction - INFO - Epoch [28][1700/3757] lr: 1.000e-02, eta: 5 days, 14:35:25, time: 1.632, data_time: 0.295, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7633, loss_cls: 2.0516, loss: 2.0516, grad_norm: 5.5801 2020-07-27 06:24:08,525 - mmaction - INFO - Epoch [28][1720/3757] lr: 1.000e-02, eta: 5 days, 14:34:49, time: 1.766, data_time: 0.787, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 1.9884, loss: 1.9884, grad_norm: 5.3986 2020-07-27 06:24:42,938 - mmaction - INFO - Epoch [28][1740/3757] lr: 1.000e-02, eta: 5 days, 14:34:10, time: 1.723, data_time: 1.008, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.1307, loss: 2.1307, grad_norm: 5.7315 2020-07-27 06:25:20,036 - mmaction - INFO - Epoch [28][1760/3757] lr: 1.000e-02, eta: 5 days, 14:33:38, time: 1.848, data_time: 0.347, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.1542, loss: 2.1542, grad_norm: 5.6977 2020-07-27 06:25:53,645 - mmaction - INFO - Epoch [28][1780/3757] lr: 1.000e-02, eta: 5 days, 14:32:58, time: 1.690, data_time: 0.245, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7523, loss_cls: 2.1553, loss: 2.1553, grad_norm: 5.7023 2020-07-27 06:26:30,484 - mmaction - INFO - Epoch [28][1800/3757] lr: 1.000e-02, eta: 5 days, 14:32:26, time: 1.833, data_time: 0.626, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7539, loss_cls: 2.1498, loss: 2.1498, grad_norm: 5.5948 2020-07-27 06:27:02,242 - mmaction - INFO - Epoch [28][1820/3757] lr: 1.000e-02, eta: 5 days, 14:31:40, time: 1.596, data_time: 0.567, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7539, loss_cls: 2.1442, loss: 2.1442, grad_norm: 5.6518 2020-07-27 06:27:38,783 - mmaction - INFO - Epoch [28][1840/3757] lr: 1.000e-02, eta: 5 days, 14:31:07, time: 1.819, data_time: 0.630, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7516, loss_cls: 2.1200, loss: 2.1200, grad_norm: 5.7407 2020-07-27 06:28:15,441 - mmaction - INFO - Epoch [28][1860/3757] lr: 1.000e-02, eta: 5 days, 14:30:35, time: 1.841, data_time: 0.527, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7461, loss_cls: 2.1587, loss: 2.1587, grad_norm: 5.5560 2020-07-27 06:28:52,455 - mmaction - INFO - Epoch [28][1880/3757] lr: 1.000e-02, eta: 5 days, 14:30:03, time: 1.849, data_time: 0.360, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7820, loss_cls: 1.9831, loss: 1.9831, grad_norm: 5.5076 2020-07-27 06:29:26,246 - mmaction - INFO - Epoch [28][1900/3757] lr: 1.000e-02, eta: 5 days, 14:29:23, time: 1.688, data_time: 0.007, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7500, loss_cls: 2.0833, loss: 2.0833, grad_norm: 5.6690 2020-07-27 06:29:58,274 - mmaction - INFO - Epoch [28][1920/3757] lr: 1.000e-02, eta: 5 days, 14:28:38, time: 1.596, data_time: 0.395, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7695, loss_cls: 1.9967, loss: 1.9967, grad_norm: 5.5025 2020-07-27 06:30:32,449 - mmaction - INFO - Epoch [28][1940/3757] lr: 1.000e-02, eta: 5 days, 14:27:59, time: 1.717, data_time: 0.983, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7625, loss_cls: 2.0674, loss: 2.0674, grad_norm: 5.7467 2020-07-27 06:31:07,329 - mmaction - INFO - Epoch [28][1960/3757] lr: 1.000e-02, eta: 5 days, 14:27:21, time: 1.737, data_time: 0.413, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7742, loss_cls: 1.9717, loss: 1.9717, grad_norm: 5.4071 2020-07-27 06:31:42,701 - mmaction - INFO - Epoch [28][1980/3757] lr: 1.000e-02, eta: 5 days, 14:26:46, time: 1.775, data_time: 0.503, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7383, loss_cls: 2.1087, loss: 2.1087, grad_norm: 5.7164 2020-07-27 06:32:18,912 - mmaction - INFO - Epoch [28][2000/3757] lr: 1.000e-02, eta: 5 days, 14:26:12, time: 1.807, data_time: 0.234, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7695, loss_cls: 1.9983, loss: 1.9983, grad_norm: 5.6806 2020-07-27 06:32:53,439 - mmaction - INFO - Epoch [28][2020/3757] lr: 1.000e-02, eta: 5 days, 14:25:34, time: 1.731, data_time: 0.009, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7594, loss_cls: 2.0130, loss: 2.0130, grad_norm: 5.5207 2020-07-27 06:33:27,661 - mmaction - INFO - Epoch [28][2040/3757] lr: 1.000e-02, eta: 5 days, 14:24:54, time: 1.706, data_time: 0.010, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7453, loss_cls: 2.0920, loss: 2.0920, grad_norm: 5.7698 2020-07-27 06:34:02,560 - mmaction - INFO - Epoch [28][2060/3757] lr: 1.000e-02, eta: 5 days, 14:24:17, time: 1.747, data_time: 0.281, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7609, loss_cls: 2.1285, loss: 2.1285, grad_norm: 5.7946 2020-07-27 06:34:40,744 - mmaction - INFO - Epoch [28][2080/3757] lr: 1.000e-02, eta: 5 days, 14:23:48, time: 1.903, data_time: 0.395, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7516, loss_cls: 2.1220, loss: 2.1220, grad_norm: 5.7692 2020-07-27 06:35:16,162 - mmaction - INFO - Epoch [28][2100/3757] lr: 1.000e-02, eta: 5 days, 14:23:12, time: 1.772, data_time: 0.011, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7609, loss_cls: 2.0189, loss: 2.0189, grad_norm: 5.4833 2020-07-27 06:35:49,435 - mmaction - INFO - Epoch [28][2120/3757] lr: 1.000e-02, eta: 5 days, 14:22:31, time: 1.664, data_time: 0.011, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7508, loss_cls: 2.0722, loss: 2.0722, grad_norm: 5.4603 2020-07-27 06:36:20,921 - mmaction - INFO - Epoch [28][2140/3757] lr: 1.000e-02, eta: 5 days, 14:21:45, time: 1.582, data_time: 0.012, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7406, loss_cls: 2.1337, loss: 2.1337, grad_norm: 5.4911 2020-07-27 06:36:58,895 - mmaction - INFO - Epoch [28][2160/3757] lr: 1.000e-02, eta: 5 days, 14:21:16, time: 1.897, data_time: 0.079, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7578, loss_cls: 2.0947, loss: 2.0947, grad_norm: 5.6436 2020-07-27 06:37:32,586 - mmaction - INFO - Epoch [28][2180/3757] lr: 1.000e-02, eta: 5 days, 14:20:35, time: 1.686, data_time: 0.010, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7578, loss_cls: 2.1225, loss: 2.1225, grad_norm: 5.7418 2020-07-27 06:38:09,290 - mmaction - INFO - Epoch [28][2200/3757] lr: 1.000e-02, eta: 5 days, 14:20:02, time: 1.825, data_time: 0.003, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7406, loss_cls: 2.1987, loss: 2.1987, grad_norm: 5.8546 2020-07-27 06:38:43,721 - mmaction - INFO - Epoch [28][2220/3757] lr: 1.000e-02, eta: 5 days, 14:19:24, time: 1.731, data_time: 0.013, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7773, loss_cls: 2.0659, loss: 2.0659, grad_norm: 5.6615 2020-07-27 06:39:20,699 - mmaction - INFO - Epoch [28][2240/3757] lr: 1.000e-02, eta: 5 days, 14:18:52, time: 1.848, data_time: 0.010, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7578, loss_cls: 2.0634, loss: 2.0634, grad_norm: 5.7138 2020-07-27 06:39:53,461 - mmaction - INFO - Epoch [28][2260/3757] lr: 1.000e-02, eta: 5 days, 14:18:10, time: 1.639, data_time: 0.015, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7461, loss_cls: 2.0943, loss: 2.0943, grad_norm: 5.6188 2020-07-27 06:40:29,530 - mmaction - INFO - Epoch [28][2280/3757] lr: 1.000e-02, eta: 5 days, 14:17:35, time: 1.797, data_time: 0.017, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7719, loss_cls: 1.9604, loss: 1.9604, grad_norm: 5.3803 2020-07-27 06:41:05,983 - mmaction - INFO - Epoch [28][2300/3757] lr: 1.000e-02, eta: 5 days, 14:17:02, time: 1.829, data_time: 0.013, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7398, loss_cls: 2.1869, loss: 2.1869, grad_norm: 5.7155 2020-07-27 06:41:43,864 - mmaction - INFO - Epoch [28][2320/3757] lr: 1.000e-02, eta: 5 days, 14:16:33, time: 1.892, data_time: 0.008, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7586, loss_cls: 2.0565, loss: 2.0565, grad_norm: 5.6007 2020-07-27 06:42:15,126 - mmaction - INFO - Epoch [28][2340/3757] lr: 1.000e-02, eta: 5 days, 14:15:46, time: 1.565, data_time: 0.136, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7383, loss_cls: 2.1970, loss: 2.1970, grad_norm: 5.6974 2020-07-27 06:42:50,221 - mmaction - INFO - Epoch [28][2360/3757] lr: 1.000e-02, eta: 5 days, 14:15:09, time: 1.756, data_time: 0.628, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7398, loss_cls: 2.1568, loss: 2.1568, grad_norm: 5.6712 2020-07-27 06:43:23,355 - mmaction - INFO - Epoch [28][2380/3757] lr: 1.000e-02, eta: 5 days, 14:14:27, time: 1.650, data_time: 0.080, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7461, loss_cls: 2.1182, loss: 2.1182, grad_norm: 5.6125 2020-07-27 06:43:58,472 - mmaction - INFO - Epoch [28][2400/3757] lr: 1.000e-02, eta: 5 days, 14:13:51, time: 1.761, data_time: 0.105, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7523, loss_cls: 2.1146, loss: 2.1146, grad_norm: 5.8053 2020-07-27 06:44:33,871 - mmaction - INFO - Epoch [28][2420/3757] lr: 1.000e-02, eta: 5 days, 14:13:15, time: 1.768, data_time: 0.009, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7625, loss_cls: 2.0648, loss: 2.0648, grad_norm: 5.5714 2020-07-27 06:45:08,935 - mmaction - INFO - Epoch [28][2440/3757] lr: 1.000e-02, eta: 5 days, 14:12:38, time: 1.755, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7523, loss_cls: 2.0967, loss: 2.0967, grad_norm: 5.7614 2020-07-27 06:45:44,971 - mmaction - INFO - Epoch [28][2460/3757] lr: 1.000e-02, eta: 5 days, 14:12:04, time: 1.802, data_time: 0.003, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7562, loss_cls: 2.1014, loss: 2.1014, grad_norm: 5.6064 2020-07-27 06:46:21,709 - mmaction - INFO - Epoch [28][2480/3757] lr: 1.000e-02, eta: 5 days, 14:11:31, time: 1.834, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.1093, loss: 2.1093, grad_norm: 5.6886 2020-07-27 06:46:54,087 - mmaction - INFO - Epoch [28][2500/3757] lr: 1.000e-02, eta: 5 days, 14:10:47, time: 1.621, data_time: 0.009, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7758, loss_cls: 2.0224, loss: 2.0224, grad_norm: 5.6924 2020-07-27 06:47:30,232 - mmaction - INFO - Epoch [28][2520/3757] lr: 1.000e-02, eta: 5 days, 14:10:13, time: 1.800, data_time: 0.008, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7469, loss_cls: 2.1374, loss: 2.1374, grad_norm: 5.6505 2020-07-27 06:48:07,237 - mmaction - INFO - Epoch [28][2540/3757] lr: 1.000e-02, eta: 5 days, 14:09:42, time: 1.858, data_time: 0.011, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7656, loss_cls: 2.0410, loss: 2.0410, grad_norm: 5.6318 2020-07-27 06:48:40,335 - mmaction - INFO - Epoch [28][2560/3757] lr: 1.000e-02, eta: 5 days, 14:08:59, time: 1.647, data_time: 0.104, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7492, loss_cls: 2.1093, loss: 2.1093, grad_norm: 5.7214 2020-07-27 06:49:16,882 - mmaction - INFO - Epoch [28][2580/3757] lr: 1.000e-02, eta: 5 days, 14:08:27, time: 1.835, data_time: 0.043, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7539, loss_cls: 2.0633, loss: 2.0633, grad_norm: 5.5935 2020-07-27 06:49:53,792 - mmaction - INFO - Epoch [28][2600/3757] lr: 1.000e-02, eta: 5 days, 14:07:54, time: 1.841, data_time: 0.026, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7445, loss_cls: 2.1734, loss: 2.1734, grad_norm: 5.8375 2020-07-27 06:50:28,658 - mmaction - INFO - Epoch [28][2620/3757] lr: 1.000e-02, eta: 5 days, 14:07:17, time: 1.749, data_time: 0.007, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7633, loss_cls: 2.1107, loss: 2.1107, grad_norm: 5.7701 2020-07-27 06:51:01,442 - mmaction - INFO - Epoch [28][2640/3757] lr: 1.000e-02, eta: 5 days, 14:06:34, time: 1.638, data_time: 0.002, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7625, loss_cls: 2.1435, loss: 2.1435, grad_norm: 5.6830 2020-07-27 06:51:36,093 - mmaction - INFO - Epoch [28][2660/3757] lr: 1.000e-02, eta: 5 days, 14:05:56, time: 1.730, data_time: 0.152, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.1040, loss: 2.1040, grad_norm: 5.7658 2020-07-27 06:52:12,619 - mmaction - INFO - Epoch [28][2680/3757] lr: 1.000e-02, eta: 5 days, 14:05:23, time: 1.824, data_time: 0.470, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7508, loss_cls: 2.0938, loss: 2.0938, grad_norm: 5.7232 2020-07-27 06:52:46,252 - mmaction - INFO - Epoch [28][2700/3757] lr: 1.000e-02, eta: 5 days, 14:04:43, time: 1.686, data_time: 0.010, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7531, loss_cls: 2.0392, loss: 2.0392, grad_norm: 5.6533 2020-07-27 06:53:19,168 - mmaction - INFO - Epoch [28][2720/3757] lr: 1.000e-02, eta: 5 days, 14:04:00, time: 1.640, data_time: 0.163, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7430, loss_cls: 2.1580, loss: 2.1580, grad_norm: 5.8525 2020-07-27 06:53:55,290 - mmaction - INFO - Epoch [28][2740/3757] lr: 1.000e-02, eta: 5 days, 14:03:27, time: 1.811, data_time: 0.504, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7422, loss_cls: 2.1299, loss: 2.1299, grad_norm: 5.6038 2020-07-27 06:54:30,571 - mmaction - INFO - Epoch [28][2760/3757] lr: 1.000e-02, eta: 5 days, 14:02:50, time: 1.763, data_time: 0.928, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7633, loss_cls: 2.0171, loss: 2.0171, grad_norm: 5.5754 2020-07-27 06:55:03,921 - mmaction - INFO - Epoch [28][2780/3757] lr: 1.000e-02, eta: 5 days, 14:02:09, time: 1.670, data_time: 0.166, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.0913, loss: 2.0913, grad_norm: 5.6837 2020-07-27 06:55:39,455 - mmaction - INFO - Epoch [28][2800/3757] lr: 1.000e-02, eta: 5 days, 14:01:34, time: 1.776, data_time: 0.002, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7469, loss_cls: 2.0574, loss: 2.0574, grad_norm: 5.4400 2020-07-27 06:56:19,548 - mmaction - INFO - Epoch [28][2820/3757] lr: 1.000e-02, eta: 5 days, 14:01:09, time: 1.997, data_time: 0.457, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7477, loss_cls: 2.1725, loss: 2.1725, grad_norm: 5.7834 2020-07-27 06:56:51,687 - mmaction - INFO - Epoch [28][2840/3757] lr: 1.000e-02, eta: 5 days, 14:00:25, time: 1.614, data_time: 0.735, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7602, loss_cls: 2.1175, loss: 2.1175, grad_norm: 5.7529 2020-07-27 06:57:26,266 - mmaction - INFO - Epoch [28][2860/3757] lr: 1.000e-02, eta: 5 days, 13:59:47, time: 1.729, data_time: 0.121, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7445, loss_cls: 2.0891, loss: 2.0891, grad_norm: 5.5667 2020-07-27 06:58:03,910 - mmaction - INFO - Epoch [28][2880/3757] lr: 1.000e-02, eta: 5 days, 13:59:17, time: 1.884, data_time: 0.008, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7609, loss_cls: 2.0835, loss: 2.0835, grad_norm: 5.5867 2020-07-27 06:58:37,998 - mmaction - INFO - Epoch [28][2900/3757] lr: 1.000e-02, eta: 5 days, 13:58:38, time: 1.704, data_time: 0.016, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7500, loss_cls: 2.0971, loss: 2.0971, grad_norm: 5.6855 2020-07-27 06:59:13,032 - mmaction - INFO - Epoch [28][2920/3757] lr: 1.000e-02, eta: 5 days, 13:58:01, time: 1.752, data_time: 0.010, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.1038, loss: 2.1038, grad_norm: 5.6150 2020-07-27 06:59:48,935 - mmaction - INFO - Epoch [28][2940/3757] lr: 1.000e-02, eta: 5 days, 13:57:26, time: 1.789, data_time: 0.002, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7289, loss_cls: 2.2131, loss: 2.2131, grad_norm: 5.6443 2020-07-27 07:00:27,494 - mmaction - INFO - Epoch [28][2960/3757] lr: 1.000e-02, eta: 5 days, 13:56:58, time: 1.928, data_time: 0.008, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7406, loss_cls: 2.1425, loss: 2.1425, grad_norm: 5.6721 2020-07-27 07:01:00,544 - mmaction - INFO - Epoch [28][2980/3757] lr: 1.000e-02, eta: 5 days, 13:56:17, time: 1.658, data_time: 0.031, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7648, loss_cls: 1.9897, loss: 1.9897, grad_norm: 5.3630 2020-07-27 07:01:35,776 - mmaction - INFO - Epoch [28][3000/3757] lr: 1.000e-02, eta: 5 days, 13:55:40, time: 1.759, data_time: 0.008, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7508, loss_cls: 2.1014, loss: 2.1014, grad_norm: 5.6528 2020-07-27 07:02:07,228 - mmaction - INFO - Epoch [28][3020/3757] lr: 1.000e-02, eta: 5 days, 13:54:54, time: 1.567, data_time: 0.008, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7430, loss_cls: 2.1051, loss: 2.1051, grad_norm: 5.5572 2020-07-27 07:02:47,012 - mmaction - INFO - Epoch [28][3040/3757] lr: 1.000e-02, eta: 5 days, 13:54:29, time: 1.996, data_time: 0.011, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7625, loss_cls: 2.0550, loss: 2.0550, grad_norm: 5.5323 2020-07-27 07:03:15,668 - mmaction - INFO - Epoch [28][3060/3757] lr: 1.000e-02, eta: 5 days, 13:53:36, time: 1.429, data_time: 0.091, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7578, loss_cls: 2.1147, loss: 2.1147, grad_norm: 5.7609 2020-07-27 07:03:54,225 - mmaction - INFO - Epoch [28][3080/3757] lr: 1.000e-02, eta: 5 days, 13:53:08, time: 1.934, data_time: 0.415, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7289, loss_cls: 2.2100, loss: 2.2100, grad_norm: 5.7165 2020-07-27 07:04:34,175 - mmaction - INFO - Epoch [28][3100/3757] lr: 1.000e-02, eta: 5 days, 13:52:44, time: 1.995, data_time: 0.173, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7422, loss_cls: 2.2060, loss: 2.2060, grad_norm: 5.6583 2020-07-27 07:05:04,895 - mmaction - INFO - Epoch [28][3120/3757] lr: 1.000e-02, eta: 5 days, 13:51:56, time: 1.536, data_time: 0.023, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7703, loss_cls: 1.9964, loss: 1.9964, grad_norm: 5.4622 2020-07-27 07:05:40,538 - mmaction - INFO - Epoch [28][3140/3757] lr: 1.000e-02, eta: 5 days, 13:51:21, time: 1.783, data_time: 0.586, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1813, loss: 2.1813, grad_norm: 5.5823 2020-07-27 07:06:15,203 - mmaction - INFO - Epoch [28][3160/3757] lr: 1.000e-02, eta: 5 days, 13:50:43, time: 1.729, data_time: 0.402, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7508, loss_cls: 2.1285, loss: 2.1285, grad_norm: 5.6116 2020-07-27 07:06:52,548 - mmaction - INFO - Epoch [28][3180/3757] lr: 1.000e-02, eta: 5 days, 13:50:12, time: 1.871, data_time: 0.553, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7547, loss_cls: 2.0434, loss: 2.0434, grad_norm: 5.5324 2020-07-27 07:07:27,726 - mmaction - INFO - Epoch [28][3200/3757] lr: 1.000e-02, eta: 5 days, 13:49:35, time: 1.758, data_time: 0.003, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7469, loss_cls: 2.1714, loss: 2.1714, grad_norm: 5.7201 2020-07-27 07:08:02,080 - mmaction - INFO - Epoch [28][3220/3757] lr: 1.000e-02, eta: 5 days, 13:48:57, time: 1.713, data_time: 0.009, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7336, loss_cls: 2.1279, loss: 2.1279, grad_norm: 5.5887 2020-07-27 07:08:41,894 - mmaction - INFO - Epoch [28][3240/3757] lr: 1.000e-02, eta: 5 days, 13:48:32, time: 1.996, data_time: 0.009, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.1933, loss: 2.1933, grad_norm: 5.7759 2020-07-27 07:09:15,289 - mmaction - INFO - Epoch [28][3260/3757] lr: 1.000e-02, eta: 5 days, 13:47:51, time: 1.668, data_time: 0.004, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7383, loss_cls: 2.1934, loss: 2.1934, grad_norm: 5.6208 2020-07-27 07:09:50,197 - mmaction - INFO - Epoch [28][3280/3757] lr: 1.000e-02, eta: 5 days, 13:47:14, time: 1.743, data_time: 0.012, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7703, loss_cls: 2.0131, loss: 2.0131, grad_norm: 5.4546 2020-07-27 07:10:23,613 - mmaction - INFO - Epoch [28][3300/3757] lr: 1.000e-02, eta: 5 days, 13:46:33, time: 1.670, data_time: 0.009, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7617, loss_cls: 2.0351, loss: 2.0351, grad_norm: 5.4804 2020-07-27 07:11:00,027 - mmaction - INFO - Epoch [28][3320/3757] lr: 1.000e-02, eta: 5 days, 13:46:00, time: 1.827, data_time: 0.446, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7555, loss_cls: 2.0575, loss: 2.0575, grad_norm: 5.5111 2020-07-27 07:11:36,960 - mmaction - INFO - Epoch [28][3340/3757] lr: 1.000e-02, eta: 5 days, 13:45:28, time: 1.846, data_time: 0.111, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7477, loss_cls: 2.0954, loss: 2.0954, grad_norm: 5.4611 2020-07-27 07:12:10,645 - mmaction - INFO - Epoch [28][3360/3757] lr: 1.000e-02, eta: 5 days, 13:44:47, time: 1.684, data_time: 0.006, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7469, loss_cls: 2.0567, loss: 2.0567, grad_norm: 5.5354 2020-07-27 07:12:46,839 - mmaction - INFO - Epoch [28][3380/3757] lr: 1.000e-02, eta: 5 days, 13:44:13, time: 1.806, data_time: 0.011, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7500, loss_cls: 2.1399, loss: 2.1399, grad_norm: 5.7284 2020-07-27 07:13:17,548 - mmaction - INFO - Epoch [28][3400/3757] lr: 1.000e-02, eta: 5 days, 13:43:25, time: 1.536, data_time: 0.011, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7719, loss_cls: 1.9997, loss: 1.9997, grad_norm: 5.4921 2020-07-27 07:13:52,140 - mmaction - INFO - Epoch [28][3420/3757] lr: 1.000e-02, eta: 5 days, 13:42:47, time: 1.733, data_time: 0.009, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7492, loss_cls: 2.1819, loss: 2.1819, grad_norm: 5.8594 2020-07-27 07:14:33,713 - mmaction - INFO - Epoch [28][3440/3757] lr: 1.000e-02, eta: 5 days, 13:42:27, time: 2.075, data_time: 0.009, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7422, loss_cls: 2.1839, loss: 2.1839, grad_norm: 5.6479 2020-07-27 07:15:05,818 - mmaction - INFO - Epoch [28][3460/3757] lr: 1.000e-02, eta: 5 days, 13:41:43, time: 1.606, data_time: 0.010, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7594, loss_cls: 2.0790, loss: 2.0790, grad_norm: 5.5224 2020-07-27 07:15:38,268 - mmaction - INFO - Epoch [28][3480/3757] lr: 1.000e-02, eta: 5 days, 13:40:59, time: 1.625, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7523, loss_cls: 2.0770, loss: 2.0770, grad_norm: 5.6165 2020-07-27 07:16:14,964 - mmaction - INFO - Epoch [28][3500/3757] lr: 1.000e-02, eta: 5 days, 13:40:27, time: 1.829, data_time: 0.052, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7570, loss_cls: 2.0834, loss: 2.0834, grad_norm: 5.5521 2020-07-27 07:16:51,108 - mmaction - INFO - Epoch [28][3520/3757] lr: 1.000e-02, eta: 5 days, 13:39:53, time: 1.813, data_time: 0.029, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7648, loss_cls: 2.0282, loss: 2.0282, grad_norm: 5.5428 2020-07-27 07:17:27,770 - mmaction - INFO - Epoch [28][3540/3757] lr: 1.000e-02, eta: 5 days, 13:39:20, time: 1.828, data_time: 0.008, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7641, loss_cls: 2.0465, loss: 2.0465, grad_norm: 5.5611 2020-07-27 07:17:59,628 - mmaction - INFO - Epoch [28][3560/3757] lr: 1.000e-02, eta: 5 days, 13:38:35, time: 1.599, data_time: 0.008, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7562, loss_cls: 2.1057, loss: 2.1057, grad_norm: 5.7219 2020-07-27 07:18:37,015 - mmaction - INFO - Epoch [28][3580/3757] lr: 1.000e-02, eta: 5 days, 13:38:04, time: 1.863, data_time: 0.008, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7648, loss_cls: 2.0393, loss: 2.0393, grad_norm: 5.5260 2020-07-27 07:19:11,502 - mmaction - INFO - Epoch [28][3600/3757] lr: 1.000e-02, eta: 5 days, 13:37:26, time: 1.731, data_time: 0.009, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7398, loss_cls: 2.1246, loss: 2.1246, grad_norm: 5.5958 2020-07-27 07:19:45,024 - mmaction - INFO - Epoch [28][3620/3757] lr: 1.000e-02, eta: 5 days, 13:36:45, time: 1.672, data_time: 0.008, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7672, loss_cls: 2.0136, loss: 2.0136, grad_norm: 5.4471 2020-07-27 07:20:18,983 - mmaction - INFO - Epoch [28][3640/3757] lr: 1.000e-02, eta: 5 days, 13:36:06, time: 1.697, data_time: 0.006, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7664, loss_cls: 2.0267, loss: 2.0267, grad_norm: 5.6000 2020-07-27 07:20:57,371 - mmaction - INFO - Epoch [28][3660/3757] lr: 1.000e-02, eta: 5 days, 13:35:37, time: 1.920, data_time: 0.009, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7516, loss_cls: 2.1685, loss: 2.1685, grad_norm: 5.7242 2020-07-27 07:21:31,762 - mmaction - INFO - Epoch [28][3680/3757] lr: 1.000e-02, eta: 5 days, 13:34:59, time: 1.722, data_time: 0.010, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7562, loss_cls: 2.0460, loss: 2.0460, grad_norm: 5.7476 2020-07-27 07:22:09,060 - mmaction - INFO - Epoch [28][3700/3757] lr: 1.000e-02, eta: 5 days, 13:34:28, time: 1.862, data_time: 0.051, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7547, loss_cls: 2.1421, loss: 2.1421, grad_norm: 5.7997 2020-07-27 07:22:44,302 - mmaction - INFO - Epoch [28][3720/3757] lr: 1.000e-02, eta: 5 days, 13:33:52, time: 1.767, data_time: 0.011, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7336, loss_cls: 2.1215, loss: 2.1215, grad_norm: 5.6465 2020-07-27 07:23:18,547 - mmaction - INFO - Epoch [28][3740/3757] lr: 1.000e-02, eta: 5 days, 13:33:12, time: 1.703, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7641, loss_cls: 2.0392, loss: 2.0392, grad_norm: 5.7052 2020-07-27 07:23:43,453 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-07-27 07:24:35,088 - mmaction - INFO - Epoch [29][20/3757] lr: 1.000e-02, eta: 5 days, 13:31:26, time: 2.504, data_time: 0.922, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7797, loss_cls: 1.9538, loss: 1.9538, grad_norm: 5.6405 2020-07-27 07:25:14,039 - mmaction - INFO - Epoch [29][40/3757] lr: 1.000e-02, eta: 5 days, 13:30:59, time: 1.943, data_time: 0.008, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7617, loss_cls: 1.9708, loss: 1.9708, grad_norm: 5.5536 2020-07-27 07:25:48,924 - mmaction - INFO - Epoch [29][60/3757] lr: 1.000e-02, eta: 5 days, 13:30:22, time: 1.746, data_time: 0.010, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7805, loss_cls: 1.9467, loss: 1.9467, grad_norm: 5.5220 2020-07-27 07:26:25,801 - mmaction - INFO - Epoch [29][80/3757] lr: 1.000e-02, eta: 5 days, 13:29:50, time: 1.844, data_time: 0.007, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7805, loss_cls: 1.9767, loss: 1.9767, grad_norm: 5.6787 2020-07-27 07:27:00,520 - mmaction - INFO - Epoch [29][100/3757] lr: 1.000e-02, eta: 5 days, 13:29:12, time: 1.730, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.0690, loss: 2.0690, grad_norm: 5.6949 2020-07-27 07:27:33,829 - mmaction - INFO - Epoch [29][120/3757] lr: 1.000e-02, eta: 5 days, 13:28:31, time: 1.671, data_time: 0.011, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7641, loss_cls: 2.0045, loss: 2.0045, grad_norm: 5.5976 2020-07-27 07:28:07,774 - mmaction - INFO - Epoch [29][140/3757] lr: 1.000e-02, eta: 5 days, 13:27:51, time: 1.699, data_time: 0.233, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7547, loss_cls: 2.0550, loss: 2.0550, grad_norm: 5.5810 2020-07-27 07:28:43,854 - mmaction - INFO - Epoch [29][160/3757] lr: 1.000e-02, eta: 5 days, 13:27:17, time: 1.805, data_time: 0.333, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7695, loss_cls: 2.0251, loss: 2.0251, grad_norm: 5.5402 2020-07-27 07:29:21,063 - mmaction - INFO - Epoch [29][180/3757] lr: 1.000e-02, eta: 5 days, 13:26:46, time: 1.854, data_time: 0.693, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7734, loss_cls: 2.0044, loss: 2.0044, grad_norm: 5.6953 2020-07-27 07:29:56,277 - mmaction - INFO - Epoch [29][200/3757] lr: 1.000e-02, eta: 5 days, 13:26:10, time: 1.766, data_time: 0.883, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7570, loss_cls: 2.0435, loss: 2.0435, grad_norm: 5.8211 2020-07-27 07:30:34,675 - mmaction - INFO - Epoch [29][220/3757] lr: 1.000e-02, eta: 5 days, 13:25:41, time: 1.922, data_time: 1.130, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7734, loss_cls: 2.0577, loss: 2.0577, grad_norm: 5.6638 2020-07-27 07:31:08,986 - mmaction - INFO - Epoch [29][240/3757] lr: 1.000e-02, eta: 5 days, 13:25:03, time: 1.714, data_time: 1.038, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 2.0052, loss: 2.0052, grad_norm: 5.6833 2020-07-27 07:31:43,994 - mmaction - INFO - Epoch [29][260/3757] lr: 1.000e-02, eta: 5 days, 13:24:26, time: 1.750, data_time: 0.560, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7648, loss_cls: 2.0630, loss: 2.0630, grad_norm: 5.8376 2020-07-27 07:32:17,274 - mmaction - INFO - Epoch [29][280/3757] lr: 1.000e-02, eta: 5 days, 13:23:44, time: 1.657, data_time: 0.535, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7711, loss_cls: 2.0008, loss: 2.0008, grad_norm: 5.6648 2020-07-27 07:32:55,237 - mmaction - INFO - Epoch [29][300/3757] lr: 1.000e-02, eta: 5 days, 13:23:15, time: 1.907, data_time: 0.899, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7516, loss_cls: 2.0447, loss: 2.0447, grad_norm: 5.6586 2020-07-27 07:33:29,016 - mmaction - INFO - Epoch [29][320/3757] lr: 1.000e-02, eta: 5 days, 13:22:35, time: 1.680, data_time: 0.756, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7539, loss_cls: 2.0908, loss: 2.0908, grad_norm: 5.6816 2020-07-27 07:34:03,584 - mmaction - INFO - Epoch [29][340/3757] lr: 1.000e-02, eta: 5 days, 13:21:57, time: 1.734, data_time: 0.018, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7547, loss_cls: 2.0126, loss: 2.0126, grad_norm: 5.5223 2020-07-27 07:34:42,021 - mmaction - INFO - Epoch [29][360/3757] lr: 1.000e-02, eta: 5 days, 13:21:29, time: 1.924, data_time: 0.011, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7617, loss_cls: 2.0197, loss: 2.0197, grad_norm: 5.4518 2020-07-27 07:35:15,290 - mmaction - INFO - Epoch [29][380/3757] lr: 1.000e-02, eta: 5 days, 13:20:47, time: 1.659, data_time: 0.012, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7672, loss_cls: 2.0401, loss: 2.0401, grad_norm: 5.5698 2020-07-27 07:35:49,924 - mmaction - INFO - Epoch [29][400/3757] lr: 1.000e-02, eta: 5 days, 13:20:10, time: 1.737, data_time: 0.009, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7617, loss_cls: 2.0639, loss: 2.0639, grad_norm: 5.6572 2020-07-27 07:36:22,277 - mmaction - INFO - Epoch [29][420/3757] lr: 1.000e-02, eta: 5 days, 13:19:26, time: 1.614, data_time: 0.006, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7469, loss_cls: 2.0471, loss: 2.0471, grad_norm: 5.7152 2020-07-27 07:36:57,281 - mmaction - INFO - Epoch [29][440/3757] lr: 1.000e-02, eta: 5 days, 13:18:49, time: 1.746, data_time: 0.032, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7797, loss_cls: 1.9780, loss: 1.9780, grad_norm: 5.6195 2020-07-27 07:37:34,240 - mmaction - INFO - Epoch [29][460/3757] lr: 1.000e-02, eta: 5 days, 13:18:17, time: 1.854, data_time: 0.011, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7766, loss_cls: 1.9899, loss: 1.9899, grad_norm: 5.4426 2020-07-27 07:38:08,024 - mmaction - INFO - Epoch [29][480/3757] lr: 1.000e-02, eta: 5 days, 13:17:37, time: 1.686, data_time: 0.008, memory: 5170, top1_acc: 0.5570, top5_acc: 0.7734, loss_cls: 1.9804, loss: 1.9804, grad_norm: 5.4730 2020-07-27 07:38:42,911 - mmaction - INFO - Epoch [29][500/3757] lr: 1.000e-02, eta: 5 days, 13:17:00, time: 1.749, data_time: 0.011, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.1061, loss: 2.1061, grad_norm: 5.8059 2020-07-27 07:39:16,277 - mmaction - INFO - Epoch [29][520/3757] lr: 1.000e-02, eta: 5 days, 13:16:19, time: 1.667, data_time: 0.012, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7523, loss_cls: 2.1005, loss: 2.1005, grad_norm: 5.6443 2020-07-27 07:39:51,629 - mmaction - INFO - Epoch [29][540/3757] lr: 1.000e-02, eta: 5 days, 13:15:43, time: 1.769, data_time: 0.257, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7453, loss_cls: 2.0733, loss: 2.0733, grad_norm: 5.8189 2020-07-27 07:40:25,651 - mmaction - INFO - Epoch [29][560/3757] lr: 1.000e-02, eta: 5 days, 13:15:03, time: 1.695, data_time: 0.124, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7680, loss_cls: 2.0048, loss: 2.0048, grad_norm: 5.5498 2020-07-27 07:41:03,174 - mmaction - INFO - Epoch [29][580/3757] lr: 1.000e-02, eta: 5 days, 13:14:33, time: 1.880, data_time: 1.007, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7500, loss_cls: 2.1004, loss: 2.1004, grad_norm: 5.5761 2020-07-27 07:41:38,860 - mmaction - INFO - Epoch [29][600/3757] lr: 1.000e-02, eta: 5 days, 13:13:57, time: 1.778, data_time: 0.816, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7273, loss_cls: 2.1868, loss: 2.1868, grad_norm: 5.6973 2020-07-27 07:42:13,823 - mmaction - INFO - Epoch [29][620/3757] lr: 1.000e-02, eta: 5 days, 13:13:20, time: 1.753, data_time: 1.165, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7547, loss_cls: 2.0861, loss: 2.0861, grad_norm: 5.5923 2020-07-27 07:42:50,129 - mmaction - INFO - Epoch [29][640/3757] lr: 1.000e-02, eta: 5 days, 13:12:47, time: 1.816, data_time: 1.228, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 2.0088, loss: 2.0088, grad_norm: 5.4076 2020-07-27 07:43:21,057 - mmaction - INFO - Epoch [29][660/3757] lr: 1.000e-02, eta: 5 days, 13:12:00, time: 1.545, data_time: 0.985, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7578, loss_cls: 2.0329, loss: 2.0329, grad_norm: 5.6277 2020-07-27 07:43:55,071 - mmaction - INFO - Epoch [29][680/3757] lr: 1.000e-02, eta: 5 days, 13:11:20, time: 1.705, data_time: 1.126, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7641, loss_cls: 2.0593, loss: 2.0593, grad_norm: 5.5385 2020-07-27 07:44:31,757 - mmaction - INFO - Epoch [29][700/3757] lr: 1.000e-02, eta: 5 days, 13:10:47, time: 1.826, data_time: 1.024, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7688, loss_cls: 2.0726, loss: 2.0726, grad_norm: 5.7151 2020-07-27 07:45:06,798 - mmaction - INFO - Epoch [29][720/3757] lr: 1.000e-02, eta: 5 days, 13:10:11, time: 1.758, data_time: 0.968, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7477, loss_cls: 2.1034, loss: 2.1034, grad_norm: 5.6884 2020-07-27 07:45:41,690 - mmaction - INFO - Epoch [29][740/3757] lr: 1.000e-02, eta: 5 days, 13:09:34, time: 1.745, data_time: 0.004, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7688, loss_cls: 2.0521, loss: 2.0521, grad_norm: 5.5614 2020-07-27 07:46:14,698 - mmaction - INFO - Epoch [29][760/3757] lr: 1.000e-02, eta: 5 days, 13:08:51, time: 1.645, data_time: 0.067, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7703, loss_cls: 2.0746, loss: 2.0746, grad_norm: 5.8120 2020-07-27 07:46:49,850 - mmaction - INFO - Epoch [29][780/3757] lr: 1.000e-02, eta: 5 days, 13:08:15, time: 1.764, data_time: 0.274, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1257, loss: 2.1257, grad_norm: 5.4710 2020-07-27 07:47:23,403 - mmaction - INFO - Epoch [29][800/3757] lr: 1.000e-02, eta: 5 days, 13:07:34, time: 1.674, data_time: 0.390, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7680, loss_cls: 2.0264, loss: 2.0264, grad_norm: 5.5276 2020-07-27 07:47:59,425 - mmaction - INFO - Epoch [29][820/3757] lr: 1.000e-02, eta: 5 days, 13:07:00, time: 1.803, data_time: 0.089, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7391, loss_cls: 2.1302, loss: 2.1302, grad_norm: 5.8721 2020-07-27 07:48:36,039 - mmaction - INFO - Epoch [29][840/3757] lr: 1.000e-02, eta: 5 days, 13:06:27, time: 1.828, data_time: 0.221, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7594, loss_cls: 2.0881, loss: 2.0881, grad_norm: 5.6633 2020-07-27 07:49:10,998 - mmaction - INFO - Epoch [29][860/3757] lr: 1.000e-02, eta: 5 days, 13:05:50, time: 1.752, data_time: 0.009, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7523, loss_cls: 2.0835, loss: 2.0835, grad_norm: 5.4929 2020-07-27 07:49:47,389 - mmaction - INFO - Epoch [29][880/3757] lr: 1.000e-02, eta: 5 days, 13:05:17, time: 1.810, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7383, loss_cls: 2.1631, loss: 2.1631, grad_norm: 5.6658 2020-07-27 07:50:23,205 - mmaction - INFO - Epoch [29][900/3757] lr: 1.000e-02, eta: 5 days, 13:04:42, time: 1.798, data_time: 0.012, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7641, loss_cls: 2.0594, loss: 2.0594, grad_norm: 5.7649 2020-07-27 07:50:57,521 - mmaction - INFO - Epoch [29][920/3757] lr: 1.000e-02, eta: 5 days, 13:04:03, time: 1.716, data_time: 0.072, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7547, loss_cls: 2.0754, loss: 2.0754, grad_norm: 5.7825 2020-07-27 07:51:29,504 - mmaction - INFO - Epoch [29][940/3757] lr: 1.000e-02, eta: 5 days, 13:03:19, time: 1.593, data_time: 0.009, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.1400, loss: 2.1400, grad_norm: 5.5885 2020-07-27 07:52:05,345 - mmaction - INFO - Epoch [29][960/3757] lr: 1.000e-02, eta: 5 days, 13:02:44, time: 1.797, data_time: 0.039, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7523, loss_cls: 2.1024, loss: 2.1024, grad_norm: 5.6937 2020-07-27 07:52:41,872 - mmaction - INFO - Epoch [29][980/3757] lr: 1.000e-02, eta: 5 days, 13:02:11, time: 1.827, data_time: 0.009, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7523, loss_cls: 2.0910, loss: 2.0910, grad_norm: 5.7329 2020-07-27 07:53:18,145 - mmaction - INFO - Epoch [29][1000/3757] lr: 1.000e-02, eta: 5 days, 13:01:37, time: 1.812, data_time: 0.011, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7617, loss_cls: 2.0273, loss: 2.0273, grad_norm: 5.6659 2020-07-27 07:53:51,180 - mmaction - INFO - Epoch [29][1020/3757] lr: 1.000e-02, eta: 5 days, 13:00:56, time: 1.656, data_time: 0.007, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7539, loss_cls: 2.0866, loss: 2.0866, grad_norm: 5.5930 2020-07-27 07:54:25,678 - mmaction - INFO - Epoch [29][1040/3757] lr: 1.000e-02, eta: 5 days, 13:00:17, time: 1.716, data_time: 0.071, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7391, loss_cls: 2.1889, loss: 2.1889, grad_norm: 5.7859 2020-07-27 07:55:01,877 - mmaction - INFO - Epoch [29][1060/3757] lr: 1.000e-02, eta: 5 days, 12:59:43, time: 1.817, data_time: 0.012, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7734, loss_cls: 2.0005, loss: 2.0005, grad_norm: 5.4962 2020-07-27 07:55:34,285 - mmaction - INFO - Epoch [29][1080/3757] lr: 1.000e-02, eta: 5 days, 12:59:00, time: 1.623, data_time: 0.022, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7648, loss_cls: 2.0267, loss: 2.0267, grad_norm: 5.6648 2020-07-27 07:56:10,760 - mmaction - INFO - Epoch [29][1100/3757] lr: 1.000e-02, eta: 5 days, 12:58:27, time: 1.824, data_time: 0.008, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7523, loss_cls: 2.1494, loss: 2.1494, grad_norm: 5.7714 2020-07-27 07:56:48,659 - mmaction - INFO - Epoch [29][1120/3757] lr: 1.000e-02, eta: 5 days, 12:57:57, time: 1.891, data_time: 0.002, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.0495, loss: 2.0495, grad_norm: 5.5665 2020-07-27 07:57:23,330 - mmaction - INFO - Epoch [29][1140/3757] lr: 1.000e-02, eta: 5 days, 12:57:20, time: 1.735, data_time: 0.012, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7633, loss_cls: 2.0381, loss: 2.0381, grad_norm: 5.6161 2020-07-27 07:57:58,989 - mmaction - INFO - Epoch [29][1160/3757] lr: 1.000e-02, eta: 5 days, 12:56:44, time: 1.780, data_time: 0.017, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.0691, loss: 2.0691, grad_norm: 5.8333 2020-07-27 07:58:35,023 - mmaction - INFO - Epoch [29][1180/3757] lr: 1.000e-02, eta: 5 days, 12:56:10, time: 1.803, data_time: 0.010, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7555, loss_cls: 2.1088, loss: 2.1088, grad_norm: 5.8170 2020-07-27 07:59:10,316 - mmaction - INFO - Epoch [29][1200/3757] lr: 1.000e-02, eta: 5 days, 12:55:34, time: 1.762, data_time: 0.011, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7547, loss_cls: 2.1124, loss: 2.1124, grad_norm: 5.7729 2020-07-27 07:59:41,757 - mmaction - INFO - Epoch [29][1220/3757] lr: 1.000e-02, eta: 5 days, 12:54:48, time: 1.576, data_time: 0.015, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7672, loss_cls: 2.0560, loss: 2.0560, grad_norm: 5.5536 2020-07-27 08:00:17,842 - mmaction - INFO - Epoch [29][1240/3757] lr: 1.000e-02, eta: 5 days, 12:54:13, time: 1.794, data_time: 0.015, memory: 5170, top1_acc: 0.5641, top5_acc: 0.7773, loss_cls: 1.9030, loss: 1.9030, grad_norm: 5.4451 2020-07-27 08:00:52,500 - mmaction - INFO - Epoch [29][1260/3757] lr: 1.000e-02, eta: 5 days, 12:53:36, time: 1.745, data_time: 0.036, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7734, loss_cls: 2.0268, loss: 2.0268, grad_norm: 5.6999 2020-07-27 08:01:26,484 - mmaction - INFO - Epoch [29][1280/3757] lr: 1.000e-02, eta: 5 days, 12:52:57, time: 1.701, data_time: 0.011, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7352, loss_cls: 2.2008, loss: 2.2008, grad_norm: 5.8533 2020-07-27 08:02:00,758 - mmaction - INFO - Epoch [29][1300/3757] lr: 1.000e-02, eta: 5 days, 12:52:18, time: 1.707, data_time: 0.008, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7531, loss_cls: 2.1021, loss: 2.1021, grad_norm: 5.7491 2020-07-27 08:02:35,935 - mmaction - INFO - Epoch [29][1320/3757] lr: 1.000e-02, eta: 5 days, 12:51:41, time: 1.765, data_time: 0.457, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7445, loss_cls: 2.1023, loss: 2.1023, grad_norm: 5.8116 2020-07-27 08:03:10,704 - mmaction - INFO - Epoch [29][1340/3757] lr: 1.000e-02, eta: 5 days, 12:51:04, time: 1.738, data_time: 0.561, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7609, loss_cls: 2.0207, loss: 2.0207, grad_norm: 5.5189 2020-07-27 08:03:47,092 - mmaction - INFO - Epoch [29][1360/3757] lr: 1.000e-02, eta: 5 days, 12:50:31, time: 1.820, data_time: 0.371, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7477, loss_cls: 2.0797, loss: 2.0797, grad_norm: 5.6583 2020-07-27 08:04:23,311 - mmaction - INFO - Epoch [29][1380/3757] lr: 1.000e-02, eta: 5 days, 12:49:57, time: 1.809, data_time: 0.143, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7703, loss_cls: 2.0277, loss: 2.0277, grad_norm: 5.6044 2020-07-27 08:04:58,928 - mmaction - INFO - Epoch [29][1400/3757] lr: 1.000e-02, eta: 5 days, 12:49:21, time: 1.779, data_time: 0.683, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.1752, loss: 2.1752, grad_norm: 5.9007 2020-07-27 08:05:34,028 - mmaction - INFO - Epoch [29][1420/3757] lr: 1.000e-02, eta: 5 days, 12:48:44, time: 1.752, data_time: 0.866, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7617, loss_cls: 2.1031, loss: 2.1031, grad_norm: 5.6681 2020-07-27 08:06:08,086 - mmaction - INFO - Epoch [29][1440/3757] lr: 1.000e-02, eta: 5 days, 12:48:06, time: 1.709, data_time: 0.532, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.0801, loss: 2.0801, grad_norm: 5.4776 2020-07-27 08:06:46,701 - mmaction - INFO - Epoch [29][1460/3757] lr: 1.000e-02, eta: 5 days, 12:47:38, time: 1.931, data_time: 0.433, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7484, loss_cls: 2.1268, loss: 2.1268, grad_norm: 5.7119 2020-07-27 08:07:19,509 - mmaction - INFO - Epoch [29][1480/3757] lr: 1.000e-02, eta: 5 days, 12:46:55, time: 1.640, data_time: 0.003, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7633, loss_cls: 2.1015, loss: 2.1015, grad_norm: 5.6512 2020-07-27 08:07:53,521 - mmaction - INFO - Epoch [29][1500/3757] lr: 1.000e-02, eta: 5 days, 12:46:16, time: 1.699, data_time: 0.301, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7602, loss_cls: 2.0671, loss: 2.0671, grad_norm: 5.7175 2020-07-27 08:08:29,167 - mmaction - INFO - Epoch [29][1520/3757] lr: 1.000e-02, eta: 5 days, 12:45:40, time: 1.777, data_time: 0.448, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7398, loss_cls: 2.1473, loss: 2.1473, grad_norm: 5.6128 2020-07-27 08:09:05,744 - mmaction - INFO - Epoch [29][1540/3757] lr: 1.000e-02, eta: 5 days, 12:45:08, time: 1.834, data_time: 0.012, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7516, loss_cls: 2.0998, loss: 2.0998, grad_norm: 5.6121 2020-07-27 08:09:39,169 - mmaction - INFO - Epoch [29][1560/3757] lr: 1.000e-02, eta: 5 days, 12:44:27, time: 1.668, data_time: 0.009, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7609, loss_cls: 2.0881, loss: 2.0881, grad_norm: 5.6789 2020-07-27 08:10:17,405 - mmaction - INFO - Epoch [29][1580/3757] lr: 1.000e-02, eta: 5 days, 12:43:58, time: 1.917, data_time: 0.007, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7734, loss_cls: 2.0521, loss: 2.0521, grad_norm: 5.6870 2020-07-27 08:10:55,324 - mmaction - INFO - Epoch [29][1600/3757] lr: 1.000e-02, eta: 5 days, 12:43:29, time: 1.896, data_time: 0.283, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.1382, loss: 2.1382, grad_norm: 5.7166 2020-07-27 08:11:29,057 - mmaction - INFO - Epoch [29][1620/3757] lr: 1.000e-02, eta: 5 days, 12:42:48, time: 1.685, data_time: 0.172, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7453, loss_cls: 2.1438, loss: 2.1438, grad_norm: 5.6777 2020-07-27 08:12:06,320 - mmaction - INFO - Epoch [29][1640/3757] lr: 1.000e-02, eta: 5 days, 12:42:17, time: 1.859, data_time: 0.514, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7641, loss_cls: 2.1008, loss: 2.1008, grad_norm: 5.6789 2020-07-27 08:12:41,240 - mmaction - INFO - Epoch [29][1660/3757] lr: 1.000e-02, eta: 5 days, 12:41:40, time: 1.751, data_time: 0.010, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7609, loss_cls: 2.0431, loss: 2.0431, grad_norm: 5.5738 2020-07-27 08:13:16,230 - mmaction - INFO - Epoch [29][1680/3757] lr: 1.000e-02, eta: 5 days, 12:41:03, time: 1.743, data_time: 0.011, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7805, loss_cls: 1.9525, loss: 1.9525, grad_norm: 5.6819 2020-07-27 08:13:46,300 - mmaction - INFO - Epoch [29][1700/3757] lr: 1.000e-02, eta: 5 days, 12:40:14, time: 1.509, data_time: 0.011, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7445, loss_cls: 2.0886, loss: 2.0886, grad_norm: 5.6932 2020-07-27 08:14:24,529 - mmaction - INFO - Epoch [29][1720/3757] lr: 1.000e-02, eta: 5 days, 12:39:45, time: 1.908, data_time: 0.009, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7492, loss_cls: 2.0937, loss: 2.0937, grad_norm: 5.5887 2020-07-27 08:14:56,994 - mmaction - INFO - Epoch [29][1740/3757] lr: 1.000e-02, eta: 5 days, 12:39:02, time: 1.628, data_time: 0.176, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7578, loss_cls: 2.0874, loss: 2.0874, grad_norm: 5.6735 2020-07-27 08:15:32,714 - mmaction - INFO - Epoch [29][1760/3757] lr: 1.000e-02, eta: 5 days, 12:38:27, time: 1.783, data_time: 0.196, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7555, loss_cls: 2.0586, loss: 2.0586, grad_norm: 5.6738 2020-07-27 08:16:07,817 - mmaction - INFO - Epoch [29][1780/3757] lr: 1.000e-02, eta: 5 days, 12:37:50, time: 1.758, data_time: 0.008, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7555, loss_cls: 2.1370, loss: 2.1370, grad_norm: 5.6569 2020-07-27 08:16:42,704 - mmaction - INFO - Epoch [29][1800/3757] lr: 1.000e-02, eta: 5 days, 12:37:13, time: 1.744, data_time: 0.008, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7523, loss_cls: 2.1159, loss: 2.1159, grad_norm: 5.6368 2020-07-27 08:17:19,101 - mmaction - INFO - Epoch [29][1820/3757] lr: 1.000e-02, eta: 5 days, 12:36:40, time: 1.821, data_time: 0.004, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7578, loss_cls: 2.0997, loss: 2.0997, grad_norm: 5.7417 2020-07-27 08:17:56,675 - mmaction - INFO - Epoch [29][1840/3757] lr: 1.000e-02, eta: 5 days, 12:36:09, time: 1.874, data_time: 0.007, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7547, loss_cls: 2.0136, loss: 2.0136, grad_norm: 5.4794 2020-07-27 08:18:28,725 - mmaction - INFO - Epoch [29][1860/3757] lr: 1.000e-02, eta: 5 days, 12:35:25, time: 1.606, data_time: 0.010, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7398, loss_cls: 2.0741, loss: 2.0741, grad_norm: 5.5213 2020-07-27 08:19:03,192 - mmaction - INFO - Epoch [29][1880/3757] lr: 1.000e-02, eta: 5 days, 12:34:46, time: 1.715, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7594, loss_cls: 2.0086, loss: 2.0086, grad_norm: 5.5538 2020-07-27 08:19:37,170 - mmaction - INFO - Epoch [29][1900/3757] lr: 1.000e-02, eta: 5 days, 12:34:07, time: 1.706, data_time: 0.010, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7516, loss_cls: 2.0658, loss: 2.0658, grad_norm: 5.5921 2020-07-27 08:20:14,110 - mmaction - INFO - Epoch [29][1920/3757] lr: 1.000e-02, eta: 5 days, 12:33:35, time: 1.844, data_time: 0.009, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7609, loss_cls: 2.0642, loss: 2.0642, grad_norm: 5.6809 2020-07-27 08:20:48,000 - mmaction - INFO - Epoch [29][1940/3757] lr: 1.000e-02, eta: 5 days, 12:32:56, time: 1.698, data_time: 0.009, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7555, loss_cls: 2.0794, loss: 2.0794, grad_norm: 5.6594 2020-07-27 08:21:24,286 - mmaction - INFO - Epoch [29][1960/3757] lr: 1.000e-02, eta: 5 days, 12:32:22, time: 1.805, data_time: 0.008, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7586, loss_cls: 2.0132, loss: 2.0132, grad_norm: 5.4264 2020-07-27 08:21:57,970 - mmaction - INFO - Epoch [29][1980/3757] lr: 1.000e-02, eta: 5 days, 12:31:42, time: 1.693, data_time: 0.021, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7562, loss_cls: 2.0774, loss: 2.0774, grad_norm: 5.6448 2020-07-27 08:22:36,500 - mmaction - INFO - Epoch [29][2000/3757] lr: 1.000e-02, eta: 5 days, 12:31:14, time: 1.926, data_time: 0.015, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7523, loss_cls: 2.1618, loss: 2.1618, grad_norm: 5.7226 2020-07-27 08:23:09,583 - mmaction - INFO - Epoch [29][2020/3757] lr: 1.000e-02, eta: 5 days, 12:30:32, time: 1.655, data_time: 0.009, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7531, loss_cls: 2.1031, loss: 2.1031, grad_norm: 5.7203 2020-07-27 08:23:47,051 - mmaction - INFO - Epoch [29][2040/3757] lr: 1.000e-02, eta: 5 days, 12:30:01, time: 1.872, data_time: 0.003, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7648, loss_cls: 2.0224, loss: 2.0224, grad_norm: 5.5902 2020-07-27 08:24:23,727 - mmaction - INFO - Epoch [29][2060/3757] lr: 1.000e-02, eta: 5 days, 12:29:29, time: 1.835, data_time: 0.012, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7242, loss_cls: 2.2261, loss: 2.2261, grad_norm: 5.8328 2020-07-27 08:25:00,832 - mmaction - INFO - Epoch [29][2080/3757] lr: 1.000e-02, eta: 5 days, 12:28:57, time: 1.849, data_time: 0.002, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7352, loss_cls: 2.1462, loss: 2.1462, grad_norm: 5.7708 2020-07-27 08:25:35,676 - mmaction - INFO - Epoch [29][2100/3757] lr: 1.000e-02, eta: 5 days, 12:28:20, time: 1.747, data_time: 0.009, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7586, loss_cls: 2.0319, loss: 2.0319, grad_norm: 5.4437 2020-07-27 08:26:07,576 - mmaction - INFO - Epoch [29][2120/3757] lr: 1.000e-02, eta: 5 days, 12:27:35, time: 1.593, data_time: 0.009, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7359, loss_cls: 2.1070, loss: 2.1070, grad_norm: 5.6033 2020-07-27 08:26:44,756 - mmaction - INFO - Epoch [29][2140/3757] lr: 1.000e-02, eta: 5 days, 12:27:04, time: 1.863, data_time: 0.006, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 2.0108, loss: 2.0108, grad_norm: 5.6105 2020-07-27 08:27:18,638 - mmaction - INFO - Epoch [29][2160/3757] lr: 1.000e-02, eta: 5 days, 12:26:24, time: 1.693, data_time: 0.007, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.1387, loss: 2.1387, grad_norm: 5.6586 2020-07-27 08:27:52,389 - mmaction - INFO - Epoch [29][2180/3757] lr: 1.000e-02, eta: 5 days, 12:25:44, time: 1.688, data_time: 0.003, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7516, loss_cls: 2.1072, loss: 2.1072, grad_norm: 5.6801 2020-07-27 08:28:24,953 - mmaction - INFO - Epoch [29][2200/3757] lr: 1.000e-02, eta: 5 days, 12:25:01, time: 1.628, data_time: 0.008, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1090, loss: 2.1090, grad_norm: 5.5995 2020-07-27 08:29:01,549 - mmaction - INFO - Epoch [29][2220/3757] lr: 1.000e-02, eta: 5 days, 12:24:28, time: 1.830, data_time: 0.011, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7430, loss_cls: 2.1289, loss: 2.1289, grad_norm: 5.6153 2020-07-27 08:29:34,189 - mmaction - INFO - Epoch [29][2240/3757] lr: 1.000e-02, eta: 5 days, 12:23:45, time: 1.629, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7312, loss_cls: 2.1854, loss: 2.1854, grad_norm: 5.6671 2020-07-27 08:30:09,514 - mmaction - INFO - Epoch [29][2260/3757] lr: 1.000e-02, eta: 5 days, 12:23:10, time: 1.769, data_time: 0.007, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7508, loss_cls: 2.1097, loss: 2.1097, grad_norm: 5.5642 2020-07-27 08:30:46,461 - mmaction - INFO - Epoch [29][2280/3757] lr: 1.000e-02, eta: 5 days, 12:22:38, time: 1.847, data_time: 0.251, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7492, loss_cls: 2.0589, loss: 2.0589, grad_norm: 5.7043 2020-07-27 08:31:22,262 - mmaction - INFO - Epoch [29][2300/3757] lr: 1.000e-02, eta: 5 days, 12:22:03, time: 1.789, data_time: 0.038, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7547, loss_cls: 2.0473, loss: 2.0473, grad_norm: 5.6429 2020-07-27 08:31:59,622 - mmaction - INFO - Epoch [29][2320/3757] lr: 1.000e-02, eta: 5 days, 12:21:32, time: 1.869, data_time: 0.691, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7695, loss_cls: 2.0960, loss: 2.0960, grad_norm: 5.7117 2020-07-27 08:32:32,849 - mmaction - INFO - Epoch [29][2340/3757] lr: 1.000e-02, eta: 5 days, 12:20:50, time: 1.658, data_time: 0.234, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7695, loss_cls: 1.9812, loss: 1.9812, grad_norm: 5.5648 2020-07-27 08:33:06,703 - mmaction - INFO - Epoch [29][2360/3757] lr: 1.000e-02, eta: 5 days, 12:20:11, time: 1.697, data_time: 0.705, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7383, loss_cls: 2.1444, loss: 2.1444, grad_norm: 5.6283 2020-07-27 08:33:41,429 - mmaction - INFO - Epoch [29][2380/3757] lr: 1.000e-02, eta: 5 days, 12:19:33, time: 1.735, data_time: 0.580, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7641, loss_cls: 1.9812, loss: 1.9812, grad_norm: 5.4987 2020-07-27 08:34:16,879 - mmaction - INFO - Epoch [29][2400/3757] lr: 1.000e-02, eta: 5 days, 12:18:57, time: 1.767, data_time: 0.094, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7570, loss_cls: 2.0843, loss: 2.0843, grad_norm: 5.5956 2020-07-27 08:34:52,652 - mmaction - INFO - Epoch [29][2420/3757] lr: 1.000e-02, eta: 5 days, 12:18:22, time: 1.794, data_time: 0.314, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.0570, loss: 2.0570, grad_norm: 5.6443 2020-07-27 08:35:28,177 - mmaction - INFO - Epoch [29][2440/3757] lr: 1.000e-02, eta: 5 days, 12:17:47, time: 1.770, data_time: 0.078, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7672, loss_cls: 2.0013, loss: 2.0013, grad_norm: 5.5593 2020-07-27 08:36:00,759 - mmaction - INFO - Epoch [29][2460/3757] lr: 1.000e-02, eta: 5 days, 12:17:04, time: 1.636, data_time: 0.015, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7438, loss_cls: 2.1067, loss: 2.1067, grad_norm: 5.6556 2020-07-27 08:36:35,906 - mmaction - INFO - Epoch [29][2480/3757] lr: 1.000e-02, eta: 5 days, 12:16:28, time: 1.758, data_time: 0.051, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7633, loss_cls: 2.0125, loss: 2.0125, grad_norm: 5.4947 2020-07-27 08:37:10,254 - mmaction - INFO - Epoch [29][2500/3757] lr: 1.000e-02, eta: 5 days, 12:15:49, time: 1.707, data_time: 0.008, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7539, loss_cls: 2.1553, loss: 2.1553, grad_norm: 5.7099 2020-07-27 08:37:44,652 - mmaction - INFO - Epoch [29][2520/3757] lr: 1.000e-02, eta: 5 days, 12:15:11, time: 1.730, data_time: 0.111, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7578, loss_cls: 2.0399, loss: 2.0399, grad_norm: 5.7305 2020-07-27 08:38:19,305 - mmaction - INFO - Epoch [29][2540/3757] lr: 1.000e-02, eta: 5 days, 12:14:33, time: 1.724, data_time: 0.037, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7602, loss_cls: 2.0225, loss: 2.0225, grad_norm: 5.5901 2020-07-27 08:38:54,231 - mmaction - INFO - Epoch [29][2560/3757] lr: 1.000e-02, eta: 5 days, 12:13:56, time: 1.752, data_time: 0.056, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7492, loss_cls: 2.1290, loss: 2.1290, grad_norm: 5.6905 2020-07-27 08:39:31,308 - mmaction - INFO - Epoch [29][2580/3757] lr: 1.000e-02, eta: 5 days, 12:13:24, time: 1.853, data_time: 0.011, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.1404, loss: 2.1404, grad_norm: 5.6904 2020-07-27 08:40:04,663 - mmaction - INFO - Epoch [29][2600/3757] lr: 1.000e-02, eta: 5 days, 12:12:43, time: 1.671, data_time: 0.011, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7508, loss_cls: 2.0736, loss: 2.0736, grad_norm: 5.6358 2020-07-27 08:40:41,398 - mmaction - INFO - Epoch [29][2620/3757] lr: 1.000e-02, eta: 5 days, 12:12:11, time: 1.833, data_time: 0.002, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7484, loss_cls: 2.1218, loss: 2.1218, grad_norm: 5.7581 2020-07-27 08:41:15,086 - mmaction - INFO - Epoch [29][2640/3757] lr: 1.000e-02, eta: 5 days, 12:11:30, time: 1.685, data_time: 0.007, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7531, loss_cls: 2.0501, loss: 2.0501, grad_norm: 5.6128 2020-07-27 08:41:51,375 - mmaction - INFO - Epoch [29][2660/3757] lr: 1.000e-02, eta: 5 days, 12:10:57, time: 1.818, data_time: 0.011, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7703, loss_cls: 2.0871, loss: 2.0871, grad_norm: 5.8331 2020-07-27 08:42:26,521 - mmaction - INFO - Epoch [29][2680/3757] lr: 1.000e-02, eta: 5 days, 12:10:20, time: 1.751, data_time: 0.482, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7422, loss_cls: 2.1010, loss: 2.1010, grad_norm: 5.6435 2020-07-27 08:42:59,570 - mmaction - INFO - Epoch [29][2700/3757] lr: 1.000e-02, eta: 5 days, 12:09:39, time: 1.656, data_time: 0.258, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7578, loss_cls: 2.0650, loss: 2.0650, grad_norm: 5.5713 2020-07-27 08:43:35,670 - mmaction - INFO - Epoch [29][2720/3757] lr: 1.000e-02, eta: 5 days, 12:09:05, time: 1.805, data_time: 0.005, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7211, loss_cls: 2.2764, loss: 2.2764, grad_norm: 5.7819 2020-07-27 08:44:11,217 - mmaction - INFO - Epoch [29][2740/3757] lr: 1.000e-02, eta: 5 days, 12:08:29, time: 1.771, data_time: 0.010, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7547, loss_cls: 2.1068, loss: 2.1068, grad_norm: 5.6856 2020-07-27 08:44:43,483 - mmaction - INFO - Epoch [29][2760/3757] lr: 1.000e-02, eta: 5 days, 12:07:45, time: 1.619, data_time: 0.101, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7664, loss_cls: 2.0034, loss: 2.0034, grad_norm: 5.4577 2020-07-27 08:45:20,387 - mmaction - INFO - Epoch [29][2780/3757] lr: 1.000e-02, eta: 5 days, 12:07:13, time: 1.841, data_time: 0.010, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7430, loss_cls: 2.1446, loss: 2.1446, grad_norm: 5.7242 2020-07-27 08:45:57,126 - mmaction - INFO - Epoch [29][2800/3757] lr: 1.000e-02, eta: 5 days, 12:06:41, time: 1.844, data_time: 0.009, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7312, loss_cls: 2.2142, loss: 2.2142, grad_norm: 5.9185 2020-07-27 08:46:34,102 - mmaction - INFO - Epoch [29][2820/3757] lr: 1.000e-02, eta: 5 days, 12:06:09, time: 1.846, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7578, loss_cls: 2.0890, loss: 2.0890, grad_norm: 5.6534 2020-07-27 08:47:07,229 - mmaction - INFO - Epoch [29][2840/3757] lr: 1.000e-02, eta: 5 days, 12:05:27, time: 1.657, data_time: 0.006, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7680, loss_cls: 2.0897, loss: 2.0897, grad_norm: 5.6366 2020-07-27 08:47:42,436 - mmaction - INFO - Epoch [29][2860/3757] lr: 1.000e-02, eta: 5 days, 12:04:51, time: 1.761, data_time: 0.032, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7633, loss_cls: 2.0327, loss: 2.0327, grad_norm: 5.5065 2020-07-27 08:48:18,044 - mmaction - INFO - Epoch [29][2880/3757] lr: 1.000e-02, eta: 5 days, 12:04:15, time: 1.774, data_time: 0.060, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7367, loss_cls: 2.1125, loss: 2.1125, grad_norm: 5.6549 2020-07-27 08:48:51,030 - mmaction - INFO - Epoch [29][2900/3757] lr: 1.000e-02, eta: 5 days, 12:03:34, time: 1.652, data_time: 0.010, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7523, loss_cls: 2.1599, loss: 2.1599, grad_norm: 5.8280 2020-07-27 08:49:26,900 - mmaction - INFO - Epoch [29][2920/3757] lr: 1.000e-02, eta: 5 days, 12:02:59, time: 1.795, data_time: 0.009, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7500, loss_cls: 2.1001, loss: 2.1001, grad_norm: 5.7359 2020-07-27 08:50:00,214 - mmaction - INFO - Epoch [29][2940/3757] lr: 1.000e-02, eta: 5 days, 12:02:18, time: 1.667, data_time: 0.010, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.1348, loss: 2.1348, grad_norm: 5.7071 2020-07-27 08:50:34,659 - mmaction - INFO - Epoch [29][2960/3757] lr: 1.000e-02, eta: 5 days, 12:01:40, time: 1.719, data_time: 0.009, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7539, loss_cls: 2.0813, loss: 2.0813, grad_norm: 5.6251 2020-07-27 08:51:09,362 - mmaction - INFO - Epoch [29][2980/3757] lr: 1.000e-02, eta: 5 days, 12:01:02, time: 1.737, data_time: 0.011, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7438, loss_cls: 2.1153, loss: 2.1153, grad_norm: 5.5599 2020-07-27 08:51:45,627 - mmaction - INFO - Epoch [29][3000/3757] lr: 1.000e-02, eta: 5 days, 12:00:29, time: 1.815, data_time: 0.083, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7469, loss_cls: 2.0925, loss: 2.0925, grad_norm: 5.6103 2020-07-27 08:52:19,928 - mmaction - INFO - Epoch [29][3020/3757] lr: 1.000e-02, eta: 5 days, 11:59:50, time: 1.716, data_time: 0.074, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7586, loss_cls: 2.0567, loss: 2.0567, grad_norm: 5.5251 2020-07-27 08:52:54,586 - mmaction - INFO - Epoch [29][3040/3757] lr: 1.000e-02, eta: 5 days, 11:59:12, time: 1.726, data_time: 0.276, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7586, loss_cls: 2.0271, loss: 2.0271, grad_norm: 5.5979 2020-07-27 08:53:31,659 - mmaction - INFO - Epoch [29][3060/3757] lr: 1.000e-02, eta: 5 days, 11:58:41, time: 1.858, data_time: 0.122, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7523, loss_cls: 2.0808, loss: 2.0808, grad_norm: 5.5632 2020-07-27 08:54:05,432 - mmaction - INFO - Epoch [29][3080/3757] lr: 1.000e-02, eta: 5 days, 11:58:01, time: 1.690, data_time: 0.033, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1367, loss: 2.1367, grad_norm: 5.5252 2020-07-27 08:54:40,095 - mmaction - INFO - Epoch [29][3100/3757] lr: 1.000e-02, eta: 5 days, 11:57:23, time: 1.730, data_time: 0.009, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7633, loss_cls: 2.0379, loss: 2.0379, grad_norm: 5.4363 2020-07-27 08:55:15,731 - mmaction - INFO - Epoch [29][3120/3757] lr: 1.000e-02, eta: 5 days, 11:56:48, time: 1.779, data_time: 0.009, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7758, loss_cls: 2.0029, loss: 2.0029, grad_norm: 5.4943 2020-07-27 08:55:51,557 - mmaction - INFO - Epoch [29][3140/3757] lr: 1.000e-02, eta: 5 days, 11:56:13, time: 1.797, data_time: 0.016, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7586, loss_cls: 2.0165, loss: 2.0165, grad_norm: 5.6235 2020-07-27 08:56:24,909 - mmaction - INFO - Epoch [29][3160/3757] lr: 1.000e-02, eta: 5 days, 11:55:32, time: 1.668, data_time: 0.043, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7602, loss_cls: 2.0606, loss: 2.0606, grad_norm: 5.5481 2020-07-27 08:57:00,960 - mmaction - INFO - Epoch [29][3180/3757] lr: 1.000e-02, eta: 5 days, 11:54:58, time: 1.800, data_time: 0.326, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7422, loss_cls: 2.1073, loss: 2.1073, grad_norm: 5.5632 2020-07-27 08:57:37,124 - mmaction - INFO - Epoch [29][3200/3757] lr: 1.000e-02, eta: 5 days, 11:54:24, time: 1.802, data_time: 0.868, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7430, loss_cls: 2.1250, loss: 2.1250, grad_norm: 5.5654 2020-07-27 08:58:12,200 - mmaction - INFO - Epoch [29][3220/3757] lr: 1.000e-02, eta: 5 days, 11:53:47, time: 1.758, data_time: 1.163, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7477, loss_cls: 2.0905, loss: 2.0905, grad_norm: 5.5754 2020-07-27 08:58:48,687 - mmaction - INFO - Epoch [29][3240/3757] lr: 1.000e-02, eta: 5 days, 11:53:14, time: 1.829, data_time: 1.247, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7570, loss_cls: 2.0624, loss: 2.0624, grad_norm: 5.6516 2020-07-27 08:59:25,456 - mmaction - INFO - Epoch [29][3260/3757] lr: 1.000e-02, eta: 5 days, 11:52:41, time: 1.834, data_time: 1.249, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.1039, loss: 2.1039, grad_norm: 5.3798 2020-07-27 08:59:57,841 - mmaction - INFO - Epoch [29][3280/3757] lr: 1.000e-02, eta: 5 days, 11:51:58, time: 1.614, data_time: 1.042, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7422, loss_cls: 2.1017, loss: 2.1017, grad_norm: 5.6854 2020-07-27 09:00:34,410 - mmaction - INFO - Epoch [29][3300/3757] lr: 1.000e-02, eta: 5 days, 11:51:25, time: 1.821, data_time: 0.811, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7945, loss_cls: 1.9428, loss: 1.9428, grad_norm: 5.5869 2020-07-27 09:01:04,961 - mmaction - INFO - Epoch [29][3320/3757] lr: 1.000e-02, eta: 5 days, 11:50:37, time: 1.537, data_time: 0.522, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7359, loss_cls: 2.1163, loss: 2.1163, grad_norm: 5.5910 2020-07-27 09:01:41,064 - mmaction - INFO - Epoch [29][3340/3757] lr: 1.000e-02, eta: 5 days, 11:50:03, time: 1.811, data_time: 0.551, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7609, loss_cls: 2.0593, loss: 2.0593, grad_norm: 5.5287 2020-07-27 09:02:14,608 - mmaction - INFO - Epoch [29][3360/3757] lr: 1.000e-02, eta: 5 days, 11:49:23, time: 1.671, data_time: 0.618, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7453, loss_cls: 2.1093, loss: 2.1093, grad_norm: 5.5046 2020-07-27 09:02:51,190 - mmaction - INFO - Epoch [29][3380/3757] lr: 1.000e-02, eta: 5 days, 11:48:50, time: 1.836, data_time: 0.010, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7453, loss_cls: 2.0922, loss: 2.0922, grad_norm: 5.4680 2020-07-27 09:03:28,672 - mmaction - INFO - Epoch [29][3400/3757] lr: 1.000e-02, eta: 5 days, 11:48:19, time: 1.873, data_time: 0.007, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7586, loss_cls: 2.0701, loss: 2.0701, grad_norm: 5.5414 2020-07-27 09:04:01,498 - mmaction - INFO - Epoch [29][3420/3757] lr: 1.000e-02, eta: 5 days, 11:47:37, time: 1.642, data_time: 0.004, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7555, loss_cls: 2.0795, loss: 2.0795, grad_norm: 5.6412 2020-07-27 09:04:38,240 - mmaction - INFO - Epoch [29][3440/3757] lr: 1.000e-02, eta: 5 days, 11:47:05, time: 1.837, data_time: 0.008, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7508, loss_cls: 2.0828, loss: 2.0828, grad_norm: 5.5392 2020-07-27 09:05:13,717 - mmaction - INFO - Epoch [29][3460/3757] lr: 1.000e-02, eta: 5 days, 11:46:29, time: 1.770, data_time: 0.003, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7719, loss_cls: 1.9763, loss: 1.9763, grad_norm: 5.4826 2020-07-27 09:05:51,641 - mmaction - INFO - Epoch [29][3480/3757] lr: 1.000e-02, eta: 5 days, 11:45:59, time: 1.901, data_time: 0.009, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7523, loss_cls: 2.0723, loss: 2.0723, grad_norm: 5.5021 2020-07-27 09:06:28,682 - mmaction - INFO - Epoch [29][3500/3757] lr: 1.000e-02, eta: 5 days, 11:45:28, time: 1.850, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7453, loss_cls: 2.1250, loss: 2.1250, grad_norm: 5.6488 2020-07-27 09:07:00,334 - mmaction - INFO - Epoch [29][3520/3757] lr: 1.000e-02, eta: 5 days, 11:44:42, time: 1.583, data_time: 0.021, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7766, loss_cls: 1.9535, loss: 1.9535, grad_norm: 5.4793 2020-07-27 09:07:37,958 - mmaction - INFO - Epoch [29][3540/3757] lr: 1.000e-02, eta: 5 days, 11:44:12, time: 1.878, data_time: 0.009, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7617, loss_cls: 2.0531, loss: 2.0531, grad_norm: 5.7317 2020-07-27 09:08:10,056 - mmaction - INFO - Epoch [29][3560/3757] lr: 1.000e-02, eta: 5 days, 11:43:28, time: 1.609, data_time: 0.015, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7336, loss_cls: 2.1514, loss: 2.1514, grad_norm: 5.6598 2020-07-27 09:08:44,753 - mmaction - INFO - Epoch [29][3580/3757] lr: 1.000e-02, eta: 5 days, 11:42:50, time: 1.732, data_time: 0.285, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7695, loss_cls: 2.0165, loss: 2.0165, grad_norm: 5.2842 2020-07-27 09:09:20,340 - mmaction - INFO - Epoch [29][3600/3757] lr: 1.000e-02, eta: 5 days, 11:42:15, time: 1.780, data_time: 0.137, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7531, loss_cls: 2.0436, loss: 2.0436, grad_norm: 5.6304 2020-07-27 09:09:58,112 - mmaction - INFO - Epoch [29][3620/3757] lr: 1.000e-02, eta: 5 days, 11:41:45, time: 1.891, data_time: 0.034, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7656, loss_cls: 2.0696, loss: 2.0696, grad_norm: 5.6740 2020-07-27 09:10:34,088 - mmaction - INFO - Epoch [29][3640/3757] lr: 1.000e-02, eta: 5 days, 11:41:11, time: 1.795, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7547, loss_cls: 2.1179, loss: 2.1179, grad_norm: 5.7426 2020-07-27 09:11:09,442 - mmaction - INFO - Epoch [29][3660/3757] lr: 1.000e-02, eta: 5 days, 11:40:35, time: 1.772, data_time: 0.008, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0660, loss: 2.0660, grad_norm: 5.5511 2020-07-27 09:11:45,676 - mmaction - INFO - Epoch [29][3680/3757] lr: 1.000e-02, eta: 5 days, 11:40:01, time: 1.809, data_time: 0.006, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7547, loss_cls: 2.0954, loss: 2.0954, grad_norm: 5.5994 2020-07-27 09:12:19,077 - mmaction - INFO - Epoch [29][3700/3757] lr: 1.000e-02, eta: 5 days, 11:39:20, time: 1.672, data_time: 0.007, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7812, loss_cls: 1.9719, loss: 1.9719, grad_norm: 5.5172 2020-07-27 09:12:51,195 - mmaction - INFO - Epoch [29][3720/3757] lr: 1.000e-02, eta: 5 days, 11:38:36, time: 1.602, data_time: 0.079, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7625, loss_cls: 2.1341, loss: 2.1341, grad_norm: 5.7627 2020-07-27 09:13:27,806 - mmaction - INFO - Epoch [29][3740/3757] lr: 1.000e-02, eta: 5 days, 11:38:03, time: 1.827, data_time: 0.350, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7570, loss_cls: 2.0771, loss: 2.0771, grad_norm: 5.5142 2020-07-27 09:13:49,527 - mmaction - INFO - Saving checkpoint at 29 epochs 2020-07-27 09:14:40,730 - mmaction - INFO - Epoch [30][20/3757] lr: 1.000e-02, eta: 5 days, 11:36:18, time: 2.483, data_time: 1.382, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7680, loss_cls: 2.0119, loss: 2.0119, grad_norm: 5.5060 2020-07-27 09:15:18,414 - mmaction - INFO - Epoch [30][40/3757] lr: 1.000e-02, eta: 5 days, 11:35:48, time: 1.884, data_time: 0.090, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7602, loss_cls: 2.0530, loss: 2.0530, grad_norm: 5.5523 2020-07-27 09:15:53,552 - mmaction - INFO - Epoch [30][60/3757] lr: 1.000e-02, eta: 5 days, 11:35:12, time: 1.765, data_time: 0.940, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7289, loss_cls: 2.2391, loss: 2.2391, grad_norm: 5.8553 2020-07-27 09:16:28,237 - mmaction - INFO - Epoch [30][80/3757] lr: 1.000e-02, eta: 5 days, 11:34:34, time: 1.732, data_time: 0.561, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7516, loss_cls: 2.0831, loss: 2.0831, grad_norm: 5.4546 2020-07-27 09:17:04,404 - mmaction - INFO - Epoch [30][100/3757] lr: 1.000e-02, eta: 5 days, 11:34:00, time: 1.809, data_time: 0.979, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7523, loss_cls: 2.1354, loss: 2.1354, grad_norm: 5.5874 2020-07-27 09:17:37,568 - mmaction - INFO - Epoch [30][120/3757] lr: 1.000e-02, eta: 5 days, 11:33:19, time: 1.658, data_time: 0.807, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7477, loss_cls: 2.1332, loss: 2.1332, grad_norm: 5.7090 2020-07-27 09:18:12,365 - mmaction - INFO - Epoch [30][140/3757] lr: 1.000e-02, eta: 5 days, 11:32:41, time: 1.738, data_time: 0.790, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7508, loss_cls: 2.0473, loss: 2.0473, grad_norm: 5.6056 2020-07-27 09:18:46,973 - mmaction - INFO - Epoch [30][160/3757] lr: 1.000e-02, eta: 5 days, 11:32:04, time: 1.731, data_time: 1.054, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7852, loss_cls: 1.8500, loss: 1.8500, grad_norm: 5.3980 2020-07-27 09:19:22,928 - mmaction - INFO - Epoch [30][180/3757] lr: 1.000e-02, eta: 5 days, 11:31:29, time: 1.797, data_time: 1.234, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7555, loss_cls: 2.0412, loss: 2.0412, grad_norm: 5.7324 2020-07-27 09:19:57,674 - mmaction - INFO - Epoch [30][200/3757] lr: 1.000e-02, eta: 5 days, 11:30:52, time: 1.736, data_time: 1.162, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7477, loss_cls: 2.1331, loss: 2.1331, grad_norm: 5.8589 2020-07-27 09:20:31,169 - mmaction - INFO - Epoch [30][220/3757] lr: 1.000e-02, eta: 5 days, 11:30:11, time: 1.680, data_time: 0.833, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7570, loss_cls: 2.0643, loss: 2.0643, grad_norm: 5.5401 2020-07-27 09:21:07,974 - mmaction - INFO - Epoch [30][240/3757] lr: 1.000e-02, eta: 5 days, 11:29:39, time: 1.838, data_time: 0.988, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7602, loss_cls: 2.0672, loss: 2.0672, grad_norm: 5.5253 2020-07-27 09:21:43,329 - mmaction - INFO - Epoch [30][260/3757] lr: 1.000e-02, eta: 5 days, 11:29:03, time: 1.769, data_time: 1.223, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7555, loss_cls: 2.0094, loss: 2.0094, grad_norm: 5.5244 2020-07-27 09:22:21,611 - mmaction - INFO - Epoch [30][280/3757] lr: 1.000e-02, eta: 5 days, 11:28:34, time: 1.908, data_time: 1.192, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7602, loss_cls: 2.0222, loss: 2.0222, grad_norm: 5.5557 2020-07-27 09:22:54,477 - mmaction - INFO - Epoch [30][300/3757] lr: 1.000e-02, eta: 5 days, 11:27:52, time: 1.645, data_time: 0.992, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7547, loss_cls: 2.0807, loss: 2.0807, grad_norm: 5.7935 2020-07-27 09:23:28,971 - mmaction - INFO - Epoch [30][320/3757] lr: 1.000e-02, eta: 5 days, 11:27:14, time: 1.726, data_time: 1.165, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7578, loss_cls: 2.0268, loss: 2.0268, grad_norm: 5.7093 2020-07-27 09:24:02,057 - mmaction - INFO - Epoch [30][340/3757] lr: 1.000e-02, eta: 5 days, 11:26:33, time: 1.657, data_time: 0.906, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7594, loss_cls: 2.0788, loss: 2.0788, grad_norm: 5.6187 2020-07-27 09:24:36,807 - mmaction - INFO - Epoch [30][360/3757] lr: 1.000e-02, eta: 5 days, 11:25:55, time: 1.731, data_time: 0.463, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7828, loss_cls: 1.9675, loss: 1.9675, grad_norm: 5.5776 2020-07-27 09:25:11,953 - mmaction - INFO - Epoch [30][380/3757] lr: 1.000e-02, eta: 5 days, 11:25:19, time: 1.763, data_time: 0.330, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7828, loss_cls: 1.9637, loss: 1.9637, grad_norm: 5.4856 2020-07-27 09:25:51,242 - mmaction - INFO - Epoch [30][400/3757] lr: 1.000e-02, eta: 5 days, 11:24:52, time: 1.964, data_time: 0.020, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7633, loss_cls: 2.0031, loss: 2.0031, grad_norm: 5.7907 2020-07-27 09:26:26,374 - mmaction - INFO - Epoch [30][420/3757] lr: 1.000e-02, eta: 5 days, 11:24:16, time: 1.758, data_time: 0.009, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7773, loss_cls: 1.9809, loss: 1.9809, grad_norm: 5.8372 2020-07-27 09:27:01,058 - mmaction - INFO - Epoch [30][440/3757] lr: 1.000e-02, eta: 5 days, 11:23:38, time: 1.732, data_time: 0.011, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.1227, loss: 2.1227, grad_norm: 5.7952 2020-07-27 09:27:34,663 - mmaction - INFO - Epoch [30][460/3757] lr: 1.000e-02, eta: 5 days, 11:22:58, time: 1.684, data_time: 0.008, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7602, loss_cls: 2.0345, loss: 2.0345, grad_norm: 5.6754 2020-07-27 09:28:12,350 - mmaction - INFO - Epoch [30][480/3757] lr: 1.000e-02, eta: 5 days, 11:22:28, time: 1.878, data_time: 0.008, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7484, loss_cls: 2.0639, loss: 2.0639, grad_norm: 5.4727 2020-07-27 09:28:46,080 - mmaction - INFO - Epoch [30][500/3757] lr: 1.000e-02, eta: 5 days, 11:21:48, time: 1.693, data_time: 0.009, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7578, loss_cls: 2.0318, loss: 2.0318, grad_norm: 5.7091 2020-07-27 09:29:17,540 - mmaction - INFO - Epoch [30][520/3757] lr: 1.000e-02, eta: 5 days, 11:21:03, time: 1.571, data_time: 0.221, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7859, loss_cls: 1.9637, loss: 1.9637, grad_norm: 5.7027 2020-07-27 09:29:57,393 - mmaction - INFO - Epoch [30][540/3757] lr: 1.000e-02, eta: 5 days, 11:20:37, time: 1.986, data_time: 0.037, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7734, loss_cls: 2.0198, loss: 2.0198, grad_norm: 5.6457 2020-07-27 09:30:35,355 - mmaction - INFO - Epoch [30][560/3757] lr: 1.000e-02, eta: 5 days, 11:20:08, time: 1.905, data_time: 0.056, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7703, loss_cls: 2.0195, loss: 2.0195, grad_norm: 5.5925 2020-07-27 09:31:05,847 - mmaction - INFO - Epoch [30][580/3757] lr: 1.000e-02, eta: 5 days, 11:19:20, time: 1.525, data_time: 0.009, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0352, loss: 2.0352, grad_norm: 5.5773 2020-07-27 09:31:40,548 - mmaction - INFO - Epoch [30][600/3757] lr: 1.000e-02, eta: 5 days, 11:18:43, time: 1.730, data_time: 0.005, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7719, loss_cls: 1.9301, loss: 1.9301, grad_norm: 5.5244 2020-07-27 09:32:14,135 - mmaction - INFO - Epoch [30][620/3757] lr: 1.000e-02, eta: 5 days, 11:18:03, time: 1.686, data_time: 0.009, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7820, loss_cls: 1.9633, loss: 1.9633, grad_norm: 5.7908 2020-07-27 09:32:50,479 - mmaction - INFO - Epoch [30][640/3757] lr: 1.000e-02, eta: 5 days, 11:17:29, time: 1.814, data_time: 0.008, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7664, loss_cls: 2.0329, loss: 2.0329, grad_norm: 5.8578 2020-07-27 09:33:23,897 - mmaction - INFO - Epoch [30][660/3757] lr: 1.000e-02, eta: 5 days, 11:16:48, time: 1.667, data_time: 0.009, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7586, loss_cls: 2.1016, loss: 2.1016, grad_norm: 5.5787 2020-07-27 09:34:01,831 - mmaction - INFO - Epoch [30][680/3757] lr: 1.000e-02, eta: 5 days, 11:16:19, time: 1.902, data_time: 0.016, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7758, loss_cls: 2.0045, loss: 2.0045, grad_norm: 5.6025 2020-07-27 09:34:35,736 - mmaction - INFO - Epoch [30][700/3757] lr: 1.000e-02, eta: 5 days, 11:15:39, time: 1.698, data_time: 0.013, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7484, loss_cls: 2.0524, loss: 2.0524, grad_norm: 5.7748 2020-07-27 09:35:10,799 - mmaction - INFO - Epoch [30][720/3757] lr: 1.000e-02, eta: 5 days, 11:15:03, time: 1.753, data_time: 0.003, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7797, loss_cls: 2.0200, loss: 2.0200, grad_norm: 5.6102 2020-07-27 09:35:44,229 - mmaction - INFO - Epoch [30][740/3757] lr: 1.000e-02, eta: 5 days, 11:14:22, time: 1.672, data_time: 0.002, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7727, loss_cls: 1.9261, loss: 1.9261, grad_norm: 5.4828 2020-07-27 09:36:17,978 - mmaction - INFO - Epoch [30][760/3757] lr: 1.000e-02, eta: 5 days, 11:13:42, time: 1.679, data_time: 0.140, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7695, loss_cls: 1.9527, loss: 1.9527, grad_norm: 5.6453 2020-07-27 09:36:52,416 - mmaction - INFO - Epoch [30][780/3757] lr: 1.000e-02, eta: 5 days, 11:13:04, time: 1.727, data_time: 0.719, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7703, loss_cls: 2.0245, loss: 2.0245, grad_norm: 5.7293 2020-07-27 09:37:30,303 - mmaction - INFO - Epoch [30][800/3757] lr: 1.000e-02, eta: 5 days, 11:12:34, time: 1.891, data_time: 0.880, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7602, loss_cls: 2.0057, loss: 2.0057, grad_norm: 5.6173 2020-07-27 09:38:04,551 - mmaction - INFO - Epoch [30][820/3757] lr: 1.000e-02, eta: 5 days, 11:11:56, time: 1.718, data_time: 1.024, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7695, loss_cls: 2.0480, loss: 2.0480, grad_norm: 5.6114 2020-07-27 09:38:36,662 - mmaction - INFO - Epoch [30][840/3757] lr: 1.000e-02, eta: 5 days, 11:11:12, time: 1.604, data_time: 0.395, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7367, loss_cls: 2.1729, loss: 2.1729, grad_norm: 5.9099 2020-07-27 09:39:14,626 - mmaction - INFO - Epoch [30][860/3757] lr: 1.000e-02, eta: 5 days, 11:10:42, time: 1.900, data_time: 0.475, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7492, loss_cls: 2.1157, loss: 2.1157, grad_norm: 5.7657 2020-07-27 09:39:50,102 - mmaction - INFO - Epoch [30][880/3757] lr: 1.000e-02, eta: 5 days, 11:10:07, time: 1.775, data_time: 0.735, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7602, loss_cls: 2.0913, loss: 2.0913, grad_norm: 5.6408 2020-07-27 09:40:22,976 - mmaction - INFO - Epoch [30][900/3757] lr: 1.000e-02, eta: 5 days, 11:09:25, time: 1.639, data_time: 0.699, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.0750, loss: 2.0750, grad_norm: 5.7105 2020-07-27 09:40:56,894 - mmaction - INFO - Epoch [30][920/3757] lr: 1.000e-02, eta: 5 days, 11:08:45, time: 1.700, data_time: 0.404, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7672, loss_cls: 2.0757, loss: 2.0757, grad_norm: 5.7286 2020-07-27 09:41:31,360 - mmaction - INFO - Epoch [30][940/3757] lr: 1.000e-02, eta: 5 days, 11:08:07, time: 1.719, data_time: 0.949, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7422, loss_cls: 2.1377, loss: 2.1377, grad_norm: 5.7636 2020-07-27 09:42:06,935 - mmaction - INFO - Epoch [30][960/3757] lr: 1.000e-02, eta: 5 days, 11:07:32, time: 1.783, data_time: 0.996, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7531, loss_cls: 2.0928, loss: 2.0928, grad_norm: 5.5865 2020-07-27 09:42:40,790 - mmaction - INFO - Epoch [30][980/3757] lr: 1.000e-02, eta: 5 days, 11:06:52, time: 1.687, data_time: 0.477, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7492, loss_cls: 2.1485, loss: 2.1485, grad_norm: 5.7537 2020-07-27 09:43:16,261 - mmaction - INFO - Epoch [30][1000/3757] lr: 1.000e-02, eta: 5 days, 11:06:16, time: 1.772, data_time: 0.099, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7727, loss_cls: 1.9742, loss: 1.9742, grad_norm: 5.3774 2020-07-27 09:43:50,041 - mmaction - INFO - Epoch [30][1020/3757] lr: 1.000e-02, eta: 5 days, 11:05:37, time: 1.687, data_time: 0.075, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7672, loss_cls: 2.0271, loss: 2.0271, grad_norm: 5.6146 2020-07-27 09:44:26,079 - mmaction - INFO - Epoch [30][1040/3757] lr: 1.000e-02, eta: 5 days, 11:05:03, time: 1.810, data_time: 0.012, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7570, loss_cls: 2.0501, loss: 2.0501, grad_norm: 5.6511 2020-07-27 09:45:04,880 - mmaction - INFO - Epoch [30][1060/3757] lr: 1.000e-02, eta: 5 days, 11:04:35, time: 1.940, data_time: 0.009, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7680, loss_cls: 1.9773, loss: 1.9773, grad_norm: 5.5754 2020-07-27 09:45:39,202 - mmaction - INFO - Epoch [30][1080/3757] lr: 1.000e-02, eta: 5 days, 11:03:57, time: 1.716, data_time: 0.282, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7656, loss_cls: 2.0442, loss: 2.0442, grad_norm: 5.6849 2020-07-27 09:46:14,227 - mmaction - INFO - Epoch [30][1100/3757] lr: 1.000e-02, eta: 5 days, 11:03:20, time: 1.753, data_time: 0.141, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.0751, loss: 2.0751, grad_norm: 5.7604 2020-07-27 09:46:50,685 - mmaction - INFO - Epoch [30][1120/3757] lr: 1.000e-02, eta: 5 days, 11:02:47, time: 1.820, data_time: 0.069, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7727, loss_cls: 2.0329, loss: 2.0329, grad_norm: 5.4657 2020-07-27 09:47:22,848 - mmaction - INFO - Epoch [30][1140/3757] lr: 1.000e-02, eta: 5 days, 11:02:03, time: 1.610, data_time: 0.047, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7438, loss_cls: 2.1148, loss: 2.1148, grad_norm: 5.5342 2020-07-27 09:48:01,661 - mmaction - INFO - Epoch [30][1160/3757] lr: 1.000e-02, eta: 5 days, 11:01:35, time: 1.936, data_time: 0.154, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7594, loss_cls: 2.0908, loss: 2.0908, grad_norm: 5.7093 2020-07-27 09:48:32,910 - mmaction - INFO - Epoch [30][1180/3757] lr: 1.000e-02, eta: 5 days, 11:00:50, time: 1.568, data_time: 0.009, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7594, loss_cls: 2.0425, loss: 2.0425, grad_norm: 5.6263 2020-07-27 09:49:10,424 - mmaction - INFO - Epoch [30][1200/3757] lr: 1.000e-02, eta: 5 days, 11:00:19, time: 1.874, data_time: 0.008, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7578, loss_cls: 2.0547, loss: 2.0547, grad_norm: 5.5368 2020-07-27 09:49:47,781 - mmaction - INFO - Epoch [30][1220/3757] lr: 1.000e-02, eta: 5 days, 10:59:48, time: 1.869, data_time: 0.004, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7781, loss_cls: 1.9867, loss: 1.9867, grad_norm: 5.5698 2020-07-27 09:50:21,691 - mmaction - INFO - Epoch [30][1240/3757] lr: 1.000e-02, eta: 5 days, 10:59:09, time: 1.695, data_time: 0.006, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7750, loss_cls: 1.9568, loss: 1.9568, grad_norm: 5.6819 2020-07-27 09:50:53,986 - mmaction - INFO - Epoch [30][1260/3757] lr: 1.000e-02, eta: 5 days, 10:58:25, time: 1.613, data_time: 0.008, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7586, loss_cls: 2.0446, loss: 2.0446, grad_norm: 5.5210 2020-07-27 09:51:30,843 - mmaction - INFO - Epoch [30][1280/3757] lr: 1.000e-02, eta: 5 days, 10:57:53, time: 1.843, data_time: 0.039, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7672, loss_cls: 2.0661, loss: 2.0661, grad_norm: 5.7289 2020-07-27 09:52:10,145 - mmaction - INFO - Epoch [30][1300/3757] lr: 1.000e-02, eta: 5 days, 10:57:26, time: 1.965, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7586, loss_cls: 2.0511, loss: 2.0511, grad_norm: 5.6263 2020-07-27 09:52:43,955 - mmaction - INFO - Epoch [30][1320/3757] lr: 1.000e-02, eta: 5 days, 10:56:46, time: 1.685, data_time: 0.004, memory: 5170, top1_acc: 0.5602, top5_acc: 0.7742, loss_cls: 1.9273, loss: 1.9273, grad_norm: 5.6193 2020-07-27 09:53:17,701 - mmaction - INFO - Epoch [30][1340/3757] lr: 1.000e-02, eta: 5 days, 10:56:07, time: 1.689, data_time: 0.009, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7602, loss_cls: 2.0378, loss: 2.0378, grad_norm: 5.7716 2020-07-27 09:53:54,831 - mmaction - INFO - Epoch [30][1360/3757] lr: 1.000e-02, eta: 5 days, 10:55:35, time: 1.862, data_time: 0.011, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7508, loss_cls: 2.1164, loss: 2.1164, grad_norm: 5.8150 2020-07-27 09:54:28,165 - mmaction - INFO - Epoch [30][1380/3757] lr: 1.000e-02, eta: 5 days, 10:54:54, time: 1.660, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7641, loss_cls: 2.0452, loss: 2.0452, grad_norm: 5.5037 2020-07-27 09:55:04,218 - mmaction - INFO - Epoch [30][1400/3757] lr: 1.000e-02, eta: 5 days, 10:54:20, time: 1.809, data_time: 0.138, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7562, loss_cls: 2.0197, loss: 2.0197, grad_norm: 5.4002 2020-07-27 09:55:39,325 - mmaction - INFO - Epoch [30][1420/3757] lr: 1.000e-02, eta: 5 days, 10:53:44, time: 1.753, data_time: 0.058, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7711, loss_cls: 2.0020, loss: 2.0020, grad_norm: 5.5741 2020-07-27 09:56:16,732 - mmaction - INFO - Epoch [30][1440/3757] lr: 1.000e-02, eta: 5 days, 10:53:12, time: 1.864, data_time: 0.011, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7562, loss_cls: 2.0317, loss: 2.0317, grad_norm: 5.4933 2020-07-27 09:56:48,366 - mmaction - INFO - Epoch [30][1460/3757] lr: 1.000e-02, eta: 5 days, 10:52:28, time: 1.590, data_time: 0.036, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7477, loss_cls: 2.1144, loss: 2.1144, grad_norm: 5.7370 2020-07-27 09:57:26,015 - mmaction - INFO - Epoch [30][1480/3757] lr: 1.000e-02, eta: 5 days, 10:51:58, time: 1.882, data_time: 0.149, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7672, loss_cls: 2.0105, loss: 2.0105, grad_norm: 5.6094 2020-07-27 09:57:59,401 - mmaction - INFO - Epoch [30][1500/3757] lr: 1.000e-02, eta: 5 days, 10:51:17, time: 1.671, data_time: 0.497, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7562, loss_cls: 2.0895, loss: 2.0895, grad_norm: 5.6253 2020-07-27 09:58:35,996 - mmaction - INFO - Epoch [30][1520/3757] lr: 1.000e-02, eta: 5 days, 10:50:44, time: 1.826, data_time: 1.047, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7805, loss_cls: 1.9090, loss: 1.9090, grad_norm: 5.5616 2020-07-27 09:59:11,997 - mmaction - INFO - Epoch [30][1540/3757] lr: 1.000e-02, eta: 5 days, 10:50:10, time: 1.804, data_time: 0.085, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.1539, loss: 2.1539, grad_norm: 5.6565 2020-07-27 09:59:45,846 - mmaction - INFO - Epoch [30][1560/3757] lr: 1.000e-02, eta: 5 days, 10:49:30, time: 1.688, data_time: 0.222, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7617, loss_cls: 2.0061, loss: 2.0061, grad_norm: 5.3823 2020-07-27 10:00:22,235 - mmaction - INFO - Epoch [30][1580/3757] lr: 1.000e-02, eta: 5 days, 10:48:56, time: 1.807, data_time: 0.506, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7688, loss_cls: 2.0446, loss: 2.0446, grad_norm: 5.6786 2020-07-27 10:00:56,789 - mmaction - INFO - Epoch [30][1600/3757] lr: 1.000e-02, eta: 5 days, 10:48:19, time: 1.745, data_time: 0.252, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7547, loss_cls: 2.0698, loss: 2.0698, grad_norm: 5.6965 2020-07-27 10:01:32,363 - mmaction - INFO - Epoch [30][1620/3757] lr: 1.000e-02, eta: 5 days, 10:47:43, time: 1.777, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7492, loss_cls: 2.1529, loss: 2.1529, grad_norm: 5.6488 2020-07-27 10:02:09,231 - mmaction - INFO - Epoch [30][1640/3757] lr: 1.000e-02, eta: 5 days, 10:47:11, time: 1.844, data_time: 0.003, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7602, loss_cls: 2.0029, loss: 2.0029, grad_norm: 5.6400 2020-07-27 10:02:43,754 - mmaction - INFO - Epoch [30][1660/3757] lr: 1.000e-02, eta: 5 days, 10:46:33, time: 1.723, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7508, loss_cls: 2.1046, loss: 2.1046, grad_norm: 5.8187 2020-07-27 10:03:17,545 - mmaction - INFO - Epoch [30][1680/3757] lr: 1.000e-02, eta: 5 days, 10:45:54, time: 1.693, data_time: 0.010, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7523, loss_cls: 2.1040, loss: 2.1040, grad_norm: 5.7796 2020-07-27 10:03:53,517 - mmaction - INFO - Epoch [30][1700/3757] lr: 1.000e-02, eta: 5 days, 10:45:19, time: 1.800, data_time: 0.070, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7617, loss_cls: 2.0295, loss: 2.0295, grad_norm: 5.7260 2020-07-27 10:04:26,449 - mmaction - INFO - Epoch [30][1720/3757] lr: 1.000e-02, eta: 5 days, 10:44:37, time: 1.638, data_time: 0.867, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7695, loss_cls: 2.0259, loss: 2.0259, grad_norm: 5.6780 2020-07-27 10:04:59,996 - mmaction - INFO - Epoch [30][1740/3757] lr: 1.000e-02, eta: 5 days, 10:43:57, time: 1.686, data_time: 0.230, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7484, loss_cls: 2.0825, loss: 2.0825, grad_norm: 5.7352 2020-07-27 10:05:35,416 - mmaction - INFO - Epoch [30][1760/3757] lr: 1.000e-02, eta: 5 days, 10:43:21, time: 1.766, data_time: 0.124, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7570, loss_cls: 2.0121, loss: 2.0121, grad_norm: 5.7413 2020-07-27 10:06:09,501 - mmaction - INFO - Epoch [30][1780/3757] lr: 1.000e-02, eta: 5 days, 10:42:42, time: 1.708, data_time: 0.061, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7633, loss_cls: 2.0143, loss: 2.0143, grad_norm: 5.6466 2020-07-27 10:06:46,778 - mmaction - INFO - Epoch [30][1800/3757] lr: 1.000e-02, eta: 5 days, 10:42:11, time: 1.864, data_time: 0.003, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7781, loss_cls: 2.0075, loss: 2.0075, grad_norm: 5.6116 2020-07-27 10:07:25,013 - mmaction - INFO - Epoch [30][1820/3757] lr: 1.000e-02, eta: 5 days, 10:41:42, time: 1.908, data_time: 0.003, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7742, loss_cls: 2.0067, loss: 2.0067, grad_norm: 5.4561 2020-07-27 10:07:59,780 - mmaction - INFO - Epoch [30][1840/3757] lr: 1.000e-02, eta: 5 days, 10:41:05, time: 1.743, data_time: 0.012, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7617, loss_cls: 2.0615, loss: 2.0615, grad_norm: 5.6279 2020-07-27 10:08:32,957 - mmaction - INFO - Epoch [30][1860/3757] lr: 1.000e-02, eta: 5 days, 10:40:24, time: 1.656, data_time: 0.003, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7227, loss_cls: 2.2077, loss: 2.2077, grad_norm: 5.5892 2020-07-27 10:09:04,720 - mmaction - INFO - Epoch [30][1880/3757] lr: 1.000e-02, eta: 5 days, 10:39:39, time: 1.591, data_time: 0.010, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7633, loss_cls: 1.9918, loss: 1.9918, grad_norm: 5.5031 2020-07-27 10:09:40,272 - mmaction - INFO - Epoch [30][1900/3757] lr: 1.000e-02, eta: 5 days, 10:39:04, time: 1.776, data_time: 0.045, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7609, loss_cls: 2.0966, loss: 2.0966, grad_norm: 5.7954 2020-07-27 10:10:18,281 - mmaction - INFO - Epoch [30][1920/3757] lr: 1.000e-02, eta: 5 days, 10:38:34, time: 1.898, data_time: 0.084, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7508, loss_cls: 2.0104, loss: 2.0104, grad_norm: 5.4732 2020-07-27 10:10:51,803 - mmaction - INFO - Epoch [30][1940/3757] lr: 1.000e-02, eta: 5 days, 10:37:54, time: 1.672, data_time: 0.162, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7758, loss_cls: 2.0302, loss: 2.0302, grad_norm: 5.7803 2020-07-27 10:11:31,353 - mmaction - INFO - Epoch [30][1960/3757] lr: 1.000e-02, eta: 5 days, 10:37:28, time: 1.980, data_time: 0.146, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7125, loss_cls: 2.2732, loss: 2.2732, grad_norm: 5.8043 2020-07-27 10:12:05,163 - mmaction - INFO - Epoch [30][1980/3757] lr: 1.000e-02, eta: 5 days, 10:36:48, time: 1.696, data_time: 0.016, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7594, loss_cls: 2.0664, loss: 2.0664, grad_norm: 5.5638 2020-07-27 10:12:40,694 - mmaction - INFO - Epoch [30][2000/3757] lr: 1.000e-02, eta: 5 days, 10:36:13, time: 1.770, data_time: 0.004, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7680, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.6274 2020-07-27 10:13:15,829 - mmaction - INFO - Epoch [30][2020/3757] lr: 1.000e-02, eta: 5 days, 10:35:36, time: 1.760, data_time: 0.024, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7625, loss_cls: 2.0663, loss: 2.0663, grad_norm: 5.6008 2020-07-27 10:13:48,402 - mmaction - INFO - Epoch [30][2040/3757] lr: 1.000e-02, eta: 5 days, 10:34:54, time: 1.625, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.1337, loss: 2.1337, grad_norm: 5.7142 2020-07-27 10:14:24,762 - mmaction - INFO - Epoch [30][2060/3757] lr: 1.000e-02, eta: 5 days, 10:34:20, time: 1.824, data_time: 0.021, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 2.0104, loss: 2.0104, grad_norm: 5.6754 2020-07-27 10:15:04,689 - mmaction - INFO - Epoch [30][2080/3757] lr: 1.000e-02, eta: 5 days, 10:33:55, time: 1.998, data_time: 0.010, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7711, loss_cls: 1.9951, loss: 1.9951, grad_norm: 5.6722 2020-07-27 10:15:36,938 - mmaction - INFO - Epoch [30][2100/3757] lr: 1.000e-02, eta: 5 days, 10:33:12, time: 1.611, data_time: 0.013, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7578, loss_cls: 2.0567, loss: 2.0567, grad_norm: 5.7126 2020-07-27 10:16:10,489 - mmaction - INFO - Epoch [30][2120/3757] lr: 1.000e-02, eta: 5 days, 10:32:32, time: 1.671, data_time: 0.010, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7633, loss_cls: 2.0408, loss: 2.0408, grad_norm: 5.8431 2020-07-27 10:16:45,993 - mmaction - INFO - Epoch [30][2140/3757] lr: 1.000e-02, eta: 5 days, 10:31:56, time: 1.783, data_time: 0.012, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7625, loss_cls: 2.0401, loss: 2.0401, grad_norm: 5.8365 2020-07-27 10:17:23,903 - mmaction - INFO - Epoch [30][2160/3757] lr: 1.000e-02, eta: 5 days, 10:31:26, time: 1.891, data_time: 0.015, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7539, loss_cls: 2.1033, loss: 2.1033, grad_norm: 5.8117 2020-07-27 10:17:56,081 - mmaction - INFO - Epoch [30][2180/3757] lr: 1.000e-02, eta: 5 days, 10:30:43, time: 1.612, data_time: 0.086, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7523, loss_cls: 2.1303, loss: 2.1303, grad_norm: 5.6970 2020-07-27 10:18:31,515 - mmaction - INFO - Epoch [30][2200/3757] lr: 1.000e-02, eta: 5 days, 10:30:07, time: 1.773, data_time: 0.022, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7617, loss_cls: 2.0340, loss: 2.0340, grad_norm: 5.5286 2020-07-27 10:19:07,696 - mmaction - INFO - Epoch [30][2220/3757] lr: 1.000e-02, eta: 5 days, 10:29:33, time: 1.808, data_time: 0.007, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7609, loss_cls: 2.0501, loss: 2.0501, grad_norm: 5.4534 2020-07-27 10:19:43,094 - mmaction - INFO - Epoch [30][2240/3757] lr: 1.000e-02, eta: 5 days, 10:28:58, time: 1.770, data_time: 0.016, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7586, loss_cls: 2.1223, loss: 2.1223, grad_norm: 5.7688 2020-07-27 10:20:17,327 - mmaction - INFO - Epoch [30][2260/3757] lr: 1.000e-02, eta: 5 days, 10:28:19, time: 1.712, data_time: 0.004, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7617, loss_cls: 2.0921, loss: 2.0921, grad_norm: 5.6360 2020-07-27 10:20:54,057 - mmaction - INFO - Epoch [30][2280/3757] lr: 1.000e-02, eta: 5 days, 10:27:46, time: 1.837, data_time: 0.570, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7578, loss_cls: 2.0656, loss: 2.0656, grad_norm: 5.7615 2020-07-27 10:21:28,342 - mmaction - INFO - Epoch [30][2300/3757] lr: 1.000e-02, eta: 5 days, 10:27:08, time: 1.711, data_time: 0.904, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7695, loss_cls: 2.0228, loss: 2.0228, grad_norm: 5.7137 2020-07-27 10:22:05,535 - mmaction - INFO - Epoch [30][2320/3757] lr: 1.000e-02, eta: 5 days, 10:26:36, time: 1.861, data_time: 0.009, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7438, loss_cls: 2.1184, loss: 2.1184, grad_norm: 5.7308 2020-07-27 10:22:38,620 - mmaction - INFO - Epoch [30][2340/3757] lr: 1.000e-02, eta: 5 days, 10:25:55, time: 1.653, data_time: 0.122, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7688, loss_cls: 2.0494, loss: 2.0494, grad_norm: 5.7180 2020-07-27 10:23:14,000 - mmaction - INFO - Epoch [30][2360/3757] lr: 1.000e-02, eta: 5 days, 10:25:19, time: 1.769, data_time: 0.120, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7625, loss_cls: 2.0644, loss: 2.0644, grad_norm: 5.6781 2020-07-27 10:23:49,960 - mmaction - INFO - Epoch [30][2380/3757] lr: 1.000e-02, eta: 5 days, 10:24:45, time: 1.802, data_time: 0.008, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7422, loss_cls: 2.1506, loss: 2.1506, grad_norm: 5.8407 2020-07-27 10:24:25,857 - mmaction - INFO - Epoch [30][2400/3757] lr: 1.000e-02, eta: 5 days, 10:24:10, time: 1.794, data_time: 0.011, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7859, loss_cls: 1.9119, loss: 1.9119, grad_norm: 5.5039 2020-07-27 10:24:58,883 - mmaction - INFO - Epoch [30][2420/3757] lr: 1.000e-02, eta: 5 days, 10:23:29, time: 1.651, data_time: 0.121, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7547, loss_cls: 2.0786, loss: 2.0786, grad_norm: 5.6638 2020-07-27 10:25:37,516 - mmaction - INFO - Epoch [30][2440/3757] lr: 1.000e-02, eta: 5 days, 10:23:01, time: 1.932, data_time: 0.342, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.0537, loss: 2.0537, grad_norm: 5.6680 2020-07-27 10:26:10,456 - mmaction - INFO - Epoch [30][2460/3757] lr: 1.000e-02, eta: 5 days, 10:22:19, time: 1.647, data_time: 0.002, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7555, loss_cls: 2.0893, loss: 2.0893, grad_norm: 5.5032 2020-07-27 10:26:44,295 - mmaction - INFO - Epoch [30][2480/3757] lr: 1.000e-02, eta: 5 days, 10:21:39, time: 1.690, data_time: 0.031, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7555, loss_cls: 2.0092, loss: 2.0092, grad_norm: 5.5638 2020-07-27 10:27:18,673 - mmaction - INFO - Epoch [30][2500/3757] lr: 1.000e-02, eta: 5 days, 10:21:01, time: 1.720, data_time: 0.258, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7680, loss_cls: 1.9761, loss: 1.9761, grad_norm: 5.5713 2020-07-27 10:27:55,396 - mmaction - INFO - Epoch [30][2520/3757] lr: 1.000e-02, eta: 5 days, 10:20:28, time: 1.827, data_time: 0.993, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7758, loss_cls: 2.0084, loss: 2.0084, grad_norm: 5.8035 2020-07-27 10:28:29,986 - mmaction - INFO - Epoch [30][2540/3757] lr: 1.000e-02, eta: 5 days, 10:19:51, time: 1.738, data_time: 0.660, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7477, loss_cls: 2.1006, loss: 2.1006, grad_norm: 5.6414 2020-07-27 10:29:05,601 - mmaction - INFO - Epoch [30][2560/3757] lr: 1.000e-02, eta: 5 days, 10:19:15, time: 1.776, data_time: 0.009, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7414, loss_cls: 2.0771, loss: 2.0771, grad_norm: 5.5999 2020-07-27 10:29:39,403 - mmaction - INFO - Epoch [30][2580/3757] lr: 1.000e-02, eta: 5 days, 10:18:36, time: 1.695, data_time: 0.008, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7406, loss_cls: 2.1344, loss: 2.1344, grad_norm: 5.5693 2020-07-27 10:30:16,218 - mmaction - INFO - Epoch [30][2600/3757] lr: 1.000e-02, eta: 5 days, 10:18:03, time: 1.833, data_time: 0.009, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7438, loss_cls: 2.0823, loss: 2.0823, grad_norm: 5.4883 2020-07-27 10:30:50,324 - mmaction - INFO - Epoch [30][2620/3757] lr: 1.000e-02, eta: 5 days, 10:17:25, time: 1.712, data_time: 0.010, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7531, loss_cls: 2.0763, loss: 2.0763, grad_norm: 5.5348 2020-07-27 10:31:25,767 - mmaction - INFO - Epoch [30][2640/3757] lr: 1.000e-02, eta: 5 days, 10:16:49, time: 1.774, data_time: 0.009, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.1194, loss: 2.1194, grad_norm: 5.6832 2020-07-27 10:31:59,614 - mmaction - INFO - Epoch [30][2660/3757] lr: 1.000e-02, eta: 5 days, 10:16:10, time: 1.692, data_time: 0.002, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.1640, loss: 2.1640, grad_norm: 5.7317 2020-07-27 10:32:36,647 - mmaction - INFO - Epoch [30][2680/3757] lr: 1.000e-02, eta: 5 days, 10:15:37, time: 1.847, data_time: 0.002, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7578, loss_cls: 2.0586, loss: 2.0586, grad_norm: 5.4927 2020-07-27 10:33:12,504 - mmaction - INFO - Epoch [30][2700/3757] lr: 1.000e-02, eta: 5 days, 10:15:03, time: 1.796, data_time: 0.009, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7477, loss_cls: 2.1403, loss: 2.1403, grad_norm: 5.7122 2020-07-27 10:33:47,940 - mmaction - INFO - Epoch [30][2720/3757] lr: 1.000e-02, eta: 5 days, 10:14:27, time: 1.768, data_time: 0.003, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 2.0717, loss: 2.0717, grad_norm: 5.6518 2020-07-27 10:34:24,972 - mmaction - INFO - Epoch [30][2740/3757] lr: 1.000e-02, eta: 5 days, 10:13:55, time: 1.847, data_time: 0.013, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7695, loss_cls: 1.9927, loss: 1.9927, grad_norm: 5.4035 2020-07-27 10:34:54,808 - mmaction - INFO - Epoch [30][2760/3757] lr: 1.000e-02, eta: 5 days, 10:13:06, time: 1.500, data_time: 0.011, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7484, loss_cls: 2.0839, loss: 2.0839, grad_norm: 5.5272 2020-07-27 10:35:29,444 - mmaction - INFO - Epoch [30][2780/3757] lr: 1.000e-02, eta: 5 days, 10:12:28, time: 1.725, data_time: 0.008, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7617, loss_cls: 1.9951, loss: 1.9951, grad_norm: 5.5424 2020-07-27 10:36:03,921 - mmaction - INFO - Epoch [30][2800/3757] lr: 1.000e-02, eta: 5 days, 10:11:51, time: 1.730, data_time: 0.187, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7352, loss_cls: 2.1542, loss: 2.1542, grad_norm: 5.8832 2020-07-27 10:36:40,849 - mmaction - INFO - Epoch [30][2820/3757] lr: 1.000e-02, eta: 5 days, 10:11:18, time: 1.840, data_time: 0.008, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7586, loss_cls: 2.0706, loss: 2.0706, grad_norm: 5.6319 2020-07-27 10:37:18,153 - mmaction - INFO - Epoch [30][2840/3757] lr: 1.000e-02, eta: 5 days, 10:10:47, time: 1.872, data_time: 0.010, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7727, loss_cls: 1.9958, loss: 1.9958, grad_norm: 5.6377 2020-07-27 10:37:51,047 - mmaction - INFO - Epoch [30][2860/3757] lr: 1.000e-02, eta: 5 days, 10:10:05, time: 1.637, data_time: 0.007, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7492, loss_cls: 2.1024, loss: 2.1024, grad_norm: 5.6993 2020-07-27 10:38:28,448 - mmaction - INFO - Epoch [30][2880/3757] lr: 1.000e-02, eta: 5 days, 10:09:35, time: 1.877, data_time: 0.014, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 2.0744, loss: 2.0744, grad_norm: 5.6083 2020-07-27 10:39:04,705 - mmaction - INFO - Epoch [30][2900/3757] lr: 1.000e-02, eta: 5 days, 10:09:01, time: 1.813, data_time: 0.008, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7539, loss_cls: 2.0960, loss: 2.0960, grad_norm: 5.6551 2020-07-27 10:39:42,964 - mmaction - INFO - Epoch [30][2920/3757] lr: 1.000e-02, eta: 5 days, 10:08:31, time: 1.906, data_time: 0.009, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7633, loss_cls: 2.0272, loss: 2.0272, grad_norm: 5.6989 2020-07-27 10:40:16,004 - mmaction - INFO - Epoch [30][2940/3757] lr: 1.000e-02, eta: 5 days, 10:07:50, time: 1.655, data_time: 0.010, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7539, loss_cls: 2.1203, loss: 2.1203, grad_norm: 5.7201 2020-07-27 10:40:52,569 - mmaction - INFO - Epoch [30][2960/3757] lr: 1.000e-02, eta: 5 days, 10:07:17, time: 1.832, data_time: 0.012, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.1091, loss: 2.1091, grad_norm: 5.6793 2020-07-27 10:41:25,978 - mmaction - INFO - Epoch [30][2980/3757] lr: 1.000e-02, eta: 5 days, 10:06:37, time: 1.670, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7414, loss_cls: 2.1753, loss: 2.1753, grad_norm: 5.7364 2020-07-27 10:42:00,436 - mmaction - INFO - Epoch [30][3000/3757] lr: 1.000e-02, eta: 5 days, 10:05:59, time: 1.721, data_time: 0.031, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7500, loss_cls: 2.0607, loss: 2.0607, grad_norm: 5.5838 2020-07-27 10:42:34,312 - mmaction - INFO - Epoch [30][3020/3757] lr: 1.000e-02, eta: 5 days, 10:05:19, time: 1.694, data_time: 0.077, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7625, loss_cls: 2.1058, loss: 2.1058, grad_norm: 5.6577 2020-07-27 10:43:11,758 - mmaction - INFO - Epoch [30][3040/3757] lr: 1.000e-02, eta: 5 days, 10:04:48, time: 1.874, data_time: 0.009, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7508, loss_cls: 2.0628, loss: 2.0628, grad_norm: 5.4434 2020-07-27 10:43:46,329 - mmaction - INFO - Epoch [30][3060/3757] lr: 1.000e-02, eta: 5 days, 10:04:11, time: 1.728, data_time: 0.002, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7586, loss_cls: 2.0899, loss: 2.0899, grad_norm: 5.6699 2020-07-27 10:44:20,971 - mmaction - INFO - Epoch [30][3080/3757] lr: 1.000e-02, eta: 5 days, 10:03:33, time: 1.731, data_time: 0.055, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7484, loss_cls: 2.0915, loss: 2.0915, grad_norm: 5.4597 2020-07-27 10:44:54,952 - mmaction - INFO - Epoch [30][3100/3757] lr: 1.000e-02, eta: 5 days, 10:02:54, time: 1.699, data_time: 0.058, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7594, loss_cls: 2.0018, loss: 2.0018, grad_norm: 5.5104 2020-07-27 10:45:30,336 - mmaction - INFO - Epoch [30][3120/3757] lr: 1.000e-02, eta: 5 days, 10:02:18, time: 1.764, data_time: 0.229, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7547, loss_cls: 2.0945, loss: 2.0945, grad_norm: 5.7051 2020-07-27 10:46:03,186 - mmaction - INFO - Epoch [30][3140/3757] lr: 1.000e-02, eta: 5 days, 10:01:36, time: 1.648, data_time: 0.366, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7586, loss_cls: 2.0488, loss: 2.0488, grad_norm: 5.5310 2020-07-27 10:46:37,466 - mmaction - INFO - Epoch [30][3160/3757] lr: 1.000e-02, eta: 5 days, 10:00:58, time: 1.714, data_time: 0.111, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7641, loss_cls: 2.0290, loss: 2.0290, grad_norm: 5.6359 2020-07-27 10:47:12,976 - mmaction - INFO - Epoch [30][3180/3757] lr: 1.000e-02, eta: 5 days, 10:00:22, time: 1.773, data_time: 0.975, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7602, loss_cls: 2.0370, loss: 2.0370, grad_norm: 5.6480 2020-07-27 10:47:47,628 - mmaction - INFO - Epoch [30][3200/3757] lr: 1.000e-02, eta: 5 days, 9:59:45, time: 1.732, data_time: 0.729, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7359, loss_cls: 2.1646, loss: 2.1646, grad_norm: 5.8227 2020-07-27 10:48:24,590 - mmaction - INFO - Epoch [30][3220/3757] lr: 1.000e-02, eta: 5 days, 9:59:13, time: 1.852, data_time: 0.185, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7539, loss_cls: 2.1165, loss: 2.1165, grad_norm: 5.6685 2020-07-27 10:49:01,002 - mmaction - INFO - Epoch [30][3240/3757] lr: 1.000e-02, eta: 5 days, 9:58:39, time: 1.812, data_time: 0.239, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7258, loss_cls: 2.1719, loss: 2.1719, grad_norm: 5.6073 2020-07-27 10:49:35,093 - mmaction - INFO - Epoch [30][3260/3757] lr: 1.000e-02, eta: 5 days, 9:58:00, time: 1.711, data_time: 0.075, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7602, loss_cls: 2.0927, loss: 2.0927, grad_norm: 5.4924 2020-07-27 10:50:10,360 - mmaction - INFO - Epoch [30][3280/3757] lr: 1.000e-02, eta: 5 days, 9:57:24, time: 1.763, data_time: 0.050, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7398, loss_cls: 2.1844, loss: 2.1844, grad_norm: 5.8188 2020-07-27 10:50:46,618 - mmaction - INFO - Epoch [30][3300/3757] lr: 1.000e-02, eta: 5 days, 9:56:51, time: 1.815, data_time: 0.539, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7445, loss_cls: 2.1682, loss: 2.1682, grad_norm: 5.5936 2020-07-27 10:51:23,118 - mmaction - INFO - Epoch [30][3320/3757] lr: 1.000e-02, eta: 5 days, 9:56:17, time: 1.816, data_time: 1.151, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7609, loss_cls: 2.0174, loss: 2.0174, grad_norm: 5.5058 2020-07-27 10:51:56,762 - mmaction - INFO - Epoch [30][3340/3757] lr: 1.000e-02, eta: 5 days, 9:55:38, time: 1.689, data_time: 0.955, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7578, loss_cls: 2.0700, loss: 2.0700, grad_norm: 5.5912 2020-07-27 10:52:28,374 - mmaction - INFO - Epoch [30][3360/3757] lr: 1.000e-02, eta: 5 days, 9:54:53, time: 1.576, data_time: 0.206, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7609, loss_cls: 2.0867, loss: 2.0867, grad_norm: 5.8025 2020-07-27 10:53:04,766 - mmaction - INFO - Epoch [30][3380/3757] lr: 1.000e-02, eta: 5 days, 9:54:19, time: 1.824, data_time: 0.362, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7750, loss_cls: 1.9702, loss: 1.9702, grad_norm: 5.5215 2020-07-27 10:53:41,550 - mmaction - INFO - Epoch [30][3400/3757] lr: 1.000e-02, eta: 5 days, 9:53:47, time: 1.837, data_time: 0.253, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7359, loss_cls: 2.0828, loss: 2.0828, grad_norm: 5.6525 2020-07-27 10:54:13,919 - mmaction - INFO - Epoch [30][3420/3757] lr: 1.000e-02, eta: 5 days, 9:53:04, time: 1.622, data_time: 0.191, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0457, loss: 2.0457, grad_norm: 5.6281 2020-07-27 10:54:49,877 - mmaction - INFO - Epoch [30][3440/3757] lr: 1.000e-02, eta: 5 days, 9:52:29, time: 1.793, data_time: 0.177, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7516, loss_cls: 2.1117, loss: 2.1117, grad_norm: 5.6099 2020-07-27 10:55:25,977 - mmaction - INFO - Epoch [30][3460/3757] lr: 1.000e-02, eta: 5 days, 9:51:55, time: 1.807, data_time: 0.093, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7344, loss_cls: 2.2052, loss: 2.2052, grad_norm: 5.6269 2020-07-27 10:56:02,087 - mmaction - INFO - Epoch [30][3480/3757] lr: 1.000e-02, eta: 5 days, 9:51:21, time: 1.808, data_time: 0.019, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7477, loss_cls: 2.1091, loss: 2.1091, grad_norm: 5.4381 2020-07-27 10:56:36,151 - mmaction - INFO - Epoch [30][3500/3757] lr: 1.000e-02, eta: 5 days, 9:50:42, time: 1.703, data_time: 0.040, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7523, loss_cls: 2.1090, loss: 2.1090, grad_norm: 5.5848 2020-07-27 10:57:10,563 - mmaction - INFO - Epoch [30][3520/3757] lr: 1.000e-02, eta: 5 days, 9:50:04, time: 1.721, data_time: 0.015, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7242, loss_cls: 2.2313, loss: 2.2313, grad_norm: 5.8249 2020-07-27 10:57:45,565 - mmaction - INFO - Epoch [30][3540/3757] lr: 1.000e-02, eta: 5 days, 9:49:28, time: 1.750, data_time: 0.184, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7422, loss_cls: 2.1895, loss: 2.1895, grad_norm: 5.8191 2020-07-27 10:58:21,140 - mmaction - INFO - Epoch [30][3560/3757] lr: 1.000e-02, eta: 5 days, 9:48:52, time: 1.773, data_time: 0.826, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7609, loss_cls: 2.0465, loss: 2.0465, grad_norm: 5.5412 2020-07-27 10:58:55,110 - mmaction - INFO - Epoch [30][3580/3757] lr: 1.000e-02, eta: 5 days, 9:48:13, time: 1.697, data_time: 0.494, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0858, loss: 2.0858, grad_norm: 5.6352 2020-07-27 10:59:28,806 - mmaction - INFO - Epoch [30][3600/3757] lr: 1.000e-02, eta: 5 days, 9:47:33, time: 1.693, data_time: 0.012, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7617, loss_cls: 2.1300, loss: 2.1300, grad_norm: 5.5891 2020-07-27 11:00:04,046 - mmaction - INFO - Epoch [30][3620/3757] lr: 1.000e-02, eta: 5 days, 9:46:57, time: 1.761, data_time: 0.008, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7609, loss_cls: 2.1066, loss: 2.1066, grad_norm: 5.6963 2020-07-27 11:00:42,260 - mmaction - INFO - Epoch [30][3640/3757] lr: 1.000e-02, eta: 5 days, 9:46:27, time: 1.894, data_time: 0.422, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7484, loss_cls: 2.1552, loss: 2.1552, grad_norm: 5.6533 2020-07-27 11:01:17,843 - mmaction - INFO - Epoch [30][3660/3757] lr: 1.000e-02, eta: 5 days, 9:45:53, time: 1.795, data_time: 0.665, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7578, loss_cls: 2.0264, loss: 2.0264, grad_norm: 5.3428 2020-07-27 11:01:54,520 - mmaction - INFO - Epoch [30][3680/3757] lr: 1.000e-02, eta: 5 days, 9:45:19, time: 1.828, data_time: 0.009, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7492, loss_cls: 2.1259, loss: 2.1259, grad_norm: 5.6801 2020-07-27 11:02:26,696 - mmaction - INFO - Epoch [30][3700/3757] lr: 1.000e-02, eta: 5 days, 9:44:37, time: 1.617, data_time: 0.012, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7602, loss_cls: 2.0348, loss: 2.0348, grad_norm: 5.6130 2020-07-27 11:03:03,255 - mmaction - INFO - Epoch [30][3720/3757] lr: 1.000e-02, eta: 5 days, 9:44:03, time: 1.821, data_time: 0.007, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7633, loss_cls: 2.0375, loss: 2.0375, grad_norm: 5.5143 2020-07-27 11:03:38,024 - mmaction - INFO - Epoch [30][3740/3757] lr: 1.000e-02, eta: 5 days, 9:43:26, time: 1.742, data_time: 0.351, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7656, loss_cls: 2.0632, loss: 2.0632, grad_norm: 5.5999 2020-07-27 11:03:59,382 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-07-27 11:04:49,366 - mmaction - INFO - Epoch [31][20/3757] lr: 1.000e-02, eta: 5 days, 9:41:39, time: 2.401, data_time: 0.855, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7609, loss_cls: 1.9595, loss: 1.9595, grad_norm: 5.3990 2020-07-27 11:05:24,675 - mmaction - INFO - Epoch [31][40/3757] lr: 1.000e-02, eta: 5 days, 9:41:03, time: 1.770, data_time: 0.016, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7672, loss_cls: 2.0874, loss: 2.0874, grad_norm: 5.6438 2020-07-27 11:05:58,131 - mmaction - INFO - Epoch [31][60/3757] lr: 1.000e-02, eta: 5 days, 9:40:23, time: 1.673, data_time: 0.013, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7703, loss_cls: 1.9993, loss: 1.9993, grad_norm: 5.3576 2020-07-27 11:06:35,700 - mmaction - INFO - Epoch [31][80/3757] lr: 1.000e-02, eta: 5 days, 9:39:52, time: 1.869, data_time: 0.055, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7594, loss_cls: 2.0614, loss: 2.0614, grad_norm: 5.6484 2020-07-27 11:07:12,480 - mmaction - INFO - Epoch [31][100/3757] lr: 1.000e-02, eta: 5 days, 9:39:20, time: 1.848, data_time: 0.045, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7656, loss_cls: 2.0403, loss: 2.0403, grad_norm: 5.6107 2020-07-27 11:07:46,205 - mmaction - INFO - Epoch [31][120/3757] lr: 1.000e-02, eta: 5 days, 9:38:40, time: 1.681, data_time: 0.049, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7625, loss_cls: 2.0144, loss: 2.0144, grad_norm: 5.6642 2020-07-27 11:08:21,208 - mmaction - INFO - Epoch [31][140/3757] lr: 1.000e-02, eta: 5 days, 9:38:04, time: 1.756, data_time: 0.110, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7531, loss_cls: 2.0649, loss: 2.0649, grad_norm: 5.5611 2020-07-27 11:09:01,241 - mmaction - INFO - Epoch [31][160/3757] lr: 1.000e-02, eta: 5 days, 9:37:38, time: 1.995, data_time: 0.611, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7609, loss_cls: 2.0644, loss: 2.0644, grad_norm: 5.6856 2020-07-27 11:09:35,011 - mmaction - INFO - Epoch [31][180/3757] lr: 1.000e-02, eta: 5 days, 9:36:59, time: 1.696, data_time: 1.125, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7383, loss_cls: 2.1252, loss: 2.1252, grad_norm: 5.7973 2020-07-27 11:10:10,515 - mmaction - INFO - Epoch [31][200/3757] lr: 1.000e-02, eta: 5 days, 9:36:23, time: 1.773, data_time: 1.095, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7555, loss_cls: 2.0862, loss: 2.0862, grad_norm: 5.7732 2020-07-27 11:10:45,287 - mmaction - INFO - Epoch [31][220/3757] lr: 1.000e-02, eta: 5 days, 9:35:46, time: 1.738, data_time: 0.194, memory: 5170, top1_acc: 0.5594, top5_acc: 0.8063, loss_cls: 1.8765, loss: 1.8765, grad_norm: 5.5878 2020-07-27 11:11:18,793 - mmaction - INFO - Epoch [31][240/3757] lr: 1.000e-02, eta: 5 days, 9:35:06, time: 1.678, data_time: 0.016, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7578, loss_cls: 2.0699, loss: 2.0699, grad_norm: 5.7284 2020-07-27 11:11:54,447 - mmaction - INFO - Epoch [31][260/3757] lr: 1.000e-02, eta: 5 days, 9:34:31, time: 1.782, data_time: 0.007, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7562, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.7293 2020-07-27 11:12:28,402 - mmaction - INFO - Epoch [31][280/3757] lr: 1.000e-02, eta: 5 days, 9:33:52, time: 1.699, data_time: 0.004, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7586, loss_cls: 2.0078, loss: 2.0078, grad_norm: 5.5347 2020-07-27 11:13:00,840 - mmaction - INFO - Epoch [31][300/3757] lr: 1.000e-02, eta: 5 days, 9:33:09, time: 1.617, data_time: 0.002, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7562, loss_cls: 2.0625, loss: 2.0625, grad_norm: 5.6264 2020-07-27 11:13:41,051 - mmaction - INFO - Epoch [31][320/3757] lr: 1.000e-02, eta: 5 days, 9:32:44, time: 2.007, data_time: 0.023, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.1365, loss: 2.1365, grad_norm: 5.7298 2020-07-27 11:14:11,503 - mmaction - INFO - Epoch [31][340/3757] lr: 1.000e-02, eta: 5 days, 9:31:57, time: 1.529, data_time: 0.010, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7422, loss_cls: 2.1214, loss: 2.1214, grad_norm: 5.7239 2020-07-27 11:14:47,727 - mmaction - INFO - Epoch [31][360/3757] lr: 1.000e-02, eta: 5 days, 9:31:23, time: 1.812, data_time: 0.003, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7805, loss_cls: 1.9549, loss: 1.9549, grad_norm: 5.4331 2020-07-27 11:15:23,136 - mmaction - INFO - Epoch [31][380/3757] lr: 1.000e-02, eta: 5 days, 9:30:48, time: 1.770, data_time: 0.008, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7539, loss_cls: 2.0706, loss: 2.0706, grad_norm: 5.5740 2020-07-27 11:15:56,689 - mmaction - INFO - Epoch [31][400/3757] lr: 1.000e-02, eta: 5 days, 9:30:08, time: 1.678, data_time: 0.105, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7516, loss_cls: 2.0943, loss: 2.0943, grad_norm: 5.8445 2020-07-27 11:16:35,997 - mmaction - INFO - Epoch [31][420/3757] lr: 1.000e-02, eta: 5 days, 9:29:41, time: 1.961, data_time: 0.003, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7617, loss_cls: 2.0135, loss: 2.0135, grad_norm: 5.7067 2020-07-27 11:17:11,761 - mmaction - INFO - Epoch [31][440/3757] lr: 1.000e-02, eta: 5 days, 9:29:06, time: 1.790, data_time: 0.012, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0220, loss: 2.0220, grad_norm: 5.5635 2020-07-27 11:17:45,364 - mmaction - INFO - Epoch [31][460/3757] lr: 1.000e-02, eta: 5 days, 9:28:26, time: 1.682, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7633, loss_cls: 2.0350, loss: 2.0350, grad_norm: 5.8088 2020-07-27 11:18:17,952 - mmaction - INFO - Epoch [31][480/3757] lr: 1.000e-02, eta: 5 days, 9:27:44, time: 1.629, data_time: 0.008, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7492, loss_cls: 2.0328, loss: 2.0328, grad_norm: 5.6215 2020-07-27 11:18:55,493 - mmaction - INFO - Epoch [31][500/3757] lr: 1.000e-02, eta: 5 days, 9:27:13, time: 1.878, data_time: 0.008, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7703, loss_cls: 2.0174, loss: 2.0174, grad_norm: 5.5592 2020-07-27 11:19:30,735 - mmaction - INFO - Epoch [31][520/3757] lr: 1.000e-02, eta: 5 days, 9:26:37, time: 1.762, data_time: 0.002, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7531, loss_cls: 2.1004, loss: 2.1004, grad_norm: 5.7993 2020-07-27 11:20:06,603 - mmaction - INFO - Epoch [31][540/3757] lr: 1.000e-02, eta: 5 days, 9:26:02, time: 1.787, data_time: 0.003, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7742, loss_cls: 1.9806, loss: 1.9806, grad_norm: 5.6529 2020-07-27 11:20:45,171 - mmaction - INFO - Epoch [31][560/3757] lr: 1.000e-02, eta: 5 days, 9:25:34, time: 1.935, data_time: 0.010, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7719, loss_cls: 2.0642, loss: 2.0642, grad_norm: 5.7262 2020-07-27 11:21:14,475 - mmaction - INFO - Epoch [31][580/3757] lr: 1.000e-02, eta: 5 days, 9:24:44, time: 1.465, data_time: 0.006, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7508, loss_cls: 2.1057, loss: 2.1057, grad_norm: 5.6674 2020-07-27 11:21:50,592 - mmaction - INFO - Epoch [31][600/3757] lr: 1.000e-02, eta: 5 days, 9:24:10, time: 1.803, data_time: 0.007, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7508, loss_cls: 2.0842, loss: 2.0842, grad_norm: 5.5434 2020-07-27 11:22:27,320 - mmaction - INFO - Epoch [31][620/3757] lr: 1.000e-02, eta: 5 days, 9:23:37, time: 1.839, data_time: 0.058, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7680, loss_cls: 1.9546, loss: 1.9546, grad_norm: 5.3450 2020-07-27 11:23:02,930 - mmaction - INFO - Epoch [31][640/3757] lr: 1.000e-02, eta: 5 days, 9:23:02, time: 1.781, data_time: 0.002, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7391, loss_cls: 2.1026, loss: 2.1026, grad_norm: 5.5958 2020-07-27 11:23:42,922 - mmaction - INFO - Epoch [31][660/3757] lr: 1.000e-02, eta: 5 days, 9:22:37, time: 1.999, data_time: 0.008, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7656, loss_cls: 2.0379, loss: 2.0379, grad_norm: 5.7181 2020-07-27 11:24:17,047 - mmaction - INFO - Epoch [31][680/3757] lr: 1.000e-02, eta: 5 days, 9:21:58, time: 1.699, data_time: 0.002, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7656, loss_cls: 1.9992, loss: 1.9992, grad_norm: 5.6165 2020-07-27 11:24:47,863 - mmaction - INFO - Epoch [31][700/3757] lr: 1.000e-02, eta: 5 days, 9:21:12, time: 1.547, data_time: 0.011, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7664, loss_cls: 1.9934, loss: 1.9934, grad_norm: 5.5788 2020-07-27 11:25:22,902 - mmaction - INFO - Epoch [31][720/3757] lr: 1.000e-02, eta: 5 days, 9:20:35, time: 1.748, data_time: 0.082, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7766, loss_cls: 1.9689, loss: 1.9689, grad_norm: 5.6393 2020-07-27 11:26:00,824 - mmaction - INFO - Epoch [31][740/3757] lr: 1.000e-02, eta: 5 days, 9:20:05, time: 1.899, data_time: 0.644, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7539, loss_cls: 2.0627, loss: 2.0627, grad_norm: 5.7720 2020-07-27 11:26:32,198 - mmaction - INFO - Epoch [31][760/3757] lr: 1.000e-02, eta: 5 days, 9:19:20, time: 1.566, data_time: 0.244, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7680, loss_cls: 1.9749, loss: 1.9749, grad_norm: 5.4386 2020-07-27 11:27:09,811 - mmaction - INFO - Epoch [31][780/3757] lr: 1.000e-02, eta: 5 days, 9:18:49, time: 1.884, data_time: 0.060, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7570, loss_cls: 2.0153, loss: 2.0153, grad_norm: 5.7299 2020-07-27 11:27:42,282 - mmaction - INFO - Epoch [31][800/3757] lr: 1.000e-02, eta: 5 days, 9:18:07, time: 1.624, data_time: 0.213, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 2.0617, loss: 2.0617, grad_norm: 5.7032 2020-07-27 11:28:18,017 - mmaction - INFO - Epoch [31][820/3757] lr: 1.000e-02, eta: 5 days, 9:17:32, time: 1.787, data_time: 0.348, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7609, loss_cls: 2.0505, loss: 2.0505, grad_norm: 5.7393 2020-07-27 11:28:54,591 - mmaction - INFO - Epoch [31][840/3757] lr: 1.000e-02, eta: 5 days, 9:16:58, time: 1.822, data_time: 0.063, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7508, loss_cls: 2.1125, loss: 2.1125, grad_norm: 5.6983 2020-07-27 11:29:30,177 - mmaction - INFO - Epoch [31][860/3757] lr: 1.000e-02, eta: 5 days, 9:16:24, time: 1.787, data_time: 0.041, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7539, loss_cls: 2.0306, loss: 2.0306, grad_norm: 5.4566 2020-07-27 11:30:04,347 - mmaction - INFO - Epoch [31][880/3757] lr: 1.000e-02, eta: 5 days, 9:15:45, time: 1.709, data_time: 0.613, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7359, loss_cls: 2.1772, loss: 2.1772, grad_norm: 5.7398 2020-07-27 11:30:39,498 - mmaction - INFO - Epoch [31][900/3757] lr: 1.000e-02, eta: 5 days, 9:15:09, time: 1.757, data_time: 0.666, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7672, loss_cls: 1.9732, loss: 1.9732, grad_norm: 5.7325 2020-07-27 11:31:15,633 - mmaction - INFO - Epoch [31][920/3757] lr: 1.000e-02, eta: 5 days, 9:14:34, time: 1.805, data_time: 0.174, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7773, loss_cls: 1.9607, loss: 1.9607, grad_norm: 5.6081 2020-07-27 11:31:50,698 - mmaction - INFO - Epoch [31][940/3757] lr: 1.000e-02, eta: 5 days, 9:13:58, time: 1.754, data_time: 0.063, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7508, loss_cls: 2.1122, loss: 2.1122, grad_norm: 5.6419 2020-07-27 11:32:29,438 - mmaction - INFO - Epoch [31][960/3757] lr: 1.000e-02, eta: 5 days, 9:13:30, time: 1.935, data_time: 0.009, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7609, loss_cls: 2.0253, loss: 2.0253, grad_norm: 5.5307 2020-07-27 11:33:02,264 - mmaction - INFO - Epoch [31][980/3757] lr: 1.000e-02, eta: 5 days, 9:12:48, time: 1.644, data_time: 0.009, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7758, loss_cls: 1.9485, loss: 1.9485, grad_norm: 5.5415 2020-07-27 11:33:37,521 - mmaction - INFO - Epoch [31][1000/3757] lr: 1.000e-02, eta: 5 days, 9:12:12, time: 1.764, data_time: 0.171, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7781, loss_cls: 1.9537, loss: 1.9537, grad_norm: 5.5587 2020-07-27 11:34:10,928 - mmaction - INFO - Epoch [31][1020/3757] lr: 1.000e-02, eta: 5 days, 9:11:31, time: 1.663, data_time: 0.011, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7508, loss_cls: 2.1058, loss: 2.1058, grad_norm: 5.6780 2020-07-27 11:34:45,778 - mmaction - INFO - Epoch [31][1040/3757] lr: 1.000e-02, eta: 5 days, 9:10:55, time: 1.748, data_time: 0.290, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7703, loss_cls: 2.0044, loss: 2.0044, grad_norm: 5.5500 2020-07-27 11:35:20,456 - mmaction - INFO - Epoch [31][1060/3757] lr: 1.000e-02, eta: 5 days, 9:10:17, time: 1.731, data_time: 0.889, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7672, loss_cls: 2.0556, loss: 2.0556, grad_norm: 5.7395 2020-07-27 11:35:52,553 - mmaction - INFO - Epoch [31][1080/3757] lr: 1.000e-02, eta: 5 days, 9:09:34, time: 1.609, data_time: 0.823, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7492, loss_cls: 2.1145, loss: 2.1145, grad_norm: 5.8380 2020-07-27 11:36:28,352 - mmaction - INFO - Epoch [31][1100/3757] lr: 1.000e-02, eta: 5 days, 9:08:59, time: 1.782, data_time: 0.678, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7547, loss_cls: 2.1038, loss: 2.1038, grad_norm: 5.6558 2020-07-27 11:37:05,567 - mmaction - INFO - Epoch [31][1120/3757] lr: 1.000e-02, eta: 5 days, 9:08:28, time: 1.869, data_time: 0.050, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7336, loss_cls: 2.1389, loss: 2.1389, grad_norm: 5.8564 2020-07-27 11:37:41,477 - mmaction - INFO - Epoch [31][1140/3757] lr: 1.000e-02, eta: 5 days, 9:07:53, time: 1.788, data_time: 0.052, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7555, loss_cls: 2.0555, loss: 2.0555, grad_norm: 5.6120 2020-07-27 11:38:15,802 - mmaction - INFO - Epoch [31][1160/3757] lr: 1.000e-02, eta: 5 days, 9:07:15, time: 1.725, data_time: 0.186, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7672, loss_cls: 2.0311, loss: 2.0311, grad_norm: 5.5977 2020-07-27 11:38:50,915 - mmaction - INFO - Epoch [31][1180/3757] lr: 1.000e-02, eta: 5 days, 9:06:38, time: 1.755, data_time: 0.327, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7398, loss_cls: 2.1348, loss: 2.1348, grad_norm: 5.7503 2020-07-27 11:39:25,153 - mmaction - INFO - Epoch [31][1200/3757] lr: 1.000e-02, eta: 5 days, 9:06:00, time: 1.710, data_time: 0.103, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7555, loss_cls: 2.0214, loss: 2.0214, grad_norm: 5.5383 2020-07-27 11:39:59,670 - mmaction - INFO - Epoch [31][1220/3757] lr: 1.000e-02, eta: 5 days, 9:05:22, time: 1.727, data_time: 0.112, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7617, loss_cls: 2.0591, loss: 2.0591, grad_norm: 5.6443 2020-07-27 11:40:38,635 - mmaction - INFO - Epoch [31][1240/3757] lr: 1.000e-02, eta: 5 days, 9:04:54, time: 1.947, data_time: 0.063, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7570, loss_cls: 2.1003, loss: 2.1003, grad_norm: 5.8070 2020-07-27 11:41:12,113 - mmaction - INFO - Epoch [31][1260/3757] lr: 1.000e-02, eta: 5 days, 9:04:14, time: 1.676, data_time: 0.008, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7781, loss_cls: 1.9765, loss: 1.9765, grad_norm: 5.6209 2020-07-27 11:41:46,569 - mmaction - INFO - Epoch [31][1280/3757] lr: 1.000e-02, eta: 5 days, 9:03:36, time: 1.722, data_time: 0.004, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7656, loss_cls: 1.9685, loss: 1.9685, grad_norm: 5.4963 2020-07-27 11:42:22,462 - mmaction - INFO - Epoch [31][1300/3757] lr: 1.000e-02, eta: 5 days, 9:03:02, time: 1.794, data_time: 0.008, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7641, loss_cls: 1.9899, loss: 1.9899, grad_norm: 5.6674 2020-07-27 11:42:58,424 - mmaction - INFO - Epoch [31][1320/3757] lr: 1.000e-02, eta: 5 days, 9:02:27, time: 1.794, data_time: 0.010, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7711, loss_cls: 1.9976, loss: 1.9976, grad_norm: 5.7278 2020-07-27 11:43:32,617 - mmaction - INFO - Epoch [31][1340/3757] lr: 1.000e-02, eta: 5 days, 9:01:48, time: 1.706, data_time: 0.010, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7750, loss_cls: 2.0109, loss: 2.0109, grad_norm: 5.6345 2020-07-27 11:44:07,713 - mmaction - INFO - Epoch [31][1360/3757] lr: 1.000e-02, eta: 5 days, 9:01:12, time: 1.763, data_time: 0.013, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7898, loss_cls: 1.9790, loss: 1.9790, grad_norm: 5.7138 2020-07-27 11:44:42,860 - mmaction - INFO - Epoch [31][1380/3757] lr: 1.000e-02, eta: 5 days, 9:00:36, time: 1.749, data_time: 0.011, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7516, loss_cls: 2.0722, loss: 2.0722, grad_norm: 5.6981 2020-07-27 11:45:16,907 - mmaction - INFO - Epoch [31][1400/3757] lr: 1.000e-02, eta: 5 days, 8:59:57, time: 1.704, data_time: 0.013, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7539, loss_cls: 2.0585, loss: 2.0585, grad_norm: 5.5226 2020-07-27 11:45:53,424 - mmaction - INFO - Epoch [31][1420/3757] lr: 1.000e-02, eta: 5 days, 8:59:24, time: 1.832, data_time: 0.012, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7453, loss_cls: 2.2119, loss: 2.2119, grad_norm: 5.7930 2020-07-27 11:46:27,494 - mmaction - INFO - Epoch [31][1440/3757] lr: 1.000e-02, eta: 5 days, 8:58:45, time: 1.705, data_time: 0.717, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7586, loss_cls: 2.0186, loss: 2.0186, grad_norm: 5.5964 2020-07-27 11:47:03,291 - mmaction - INFO - Epoch [31][1460/3757] lr: 1.000e-02, eta: 5 days, 8:58:10, time: 1.784, data_time: 0.547, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7695, loss_cls: 1.9617, loss: 1.9617, grad_norm: 5.4802 2020-07-27 11:47:40,041 - mmaction - INFO - Epoch [31][1480/3757] lr: 1.000e-02, eta: 5 days, 8:57:38, time: 1.844, data_time: 0.025, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1452, loss: 2.1452, grad_norm: 5.8202 2020-07-27 11:48:11,227 - mmaction - INFO - Epoch [31][1500/3757] lr: 1.000e-02, eta: 5 days, 8:56:52, time: 1.560, data_time: 0.122, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7648, loss_cls: 1.9726, loss: 1.9726, grad_norm: 5.6791 2020-07-27 11:48:49,271 - mmaction - INFO - Epoch [31][1520/3757] lr: 1.000e-02, eta: 5 days, 8:56:23, time: 1.902, data_time: 0.106, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7805, loss_cls: 1.9918, loss: 1.9918, grad_norm: 5.6988 2020-07-27 11:49:24,102 - mmaction - INFO - Epoch [31][1540/3757] lr: 1.000e-02, eta: 5 days, 8:55:45, time: 1.736, data_time: 0.008, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7875, loss_cls: 1.9238, loss: 1.9238, grad_norm: 5.7229 2020-07-27 11:50:00,542 - mmaction - INFO - Epoch [31][1560/3757] lr: 1.000e-02, eta: 5 days, 8:55:12, time: 1.828, data_time: 0.010, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7680, loss_cls: 1.9874, loss: 1.9874, grad_norm: 5.7437 2020-07-27 11:50:34,573 - mmaction - INFO - Epoch [31][1580/3757] lr: 1.000e-02, eta: 5 days, 8:54:33, time: 1.702, data_time: 0.435, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7609, loss_cls: 2.0807, loss: 2.0807, grad_norm: 5.6947 2020-07-27 11:51:10,018 - mmaction - INFO - Epoch [31][1600/3757] lr: 1.000e-02, eta: 5 days, 8:53:58, time: 1.770, data_time: 0.435, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0492, loss: 2.0492, grad_norm: 5.7626 2020-07-27 11:51:42,361 - mmaction - INFO - Epoch [31][1620/3757] lr: 1.000e-02, eta: 5 days, 8:53:15, time: 1.619, data_time: 0.407, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7531, loss_cls: 2.0243, loss: 2.0243, grad_norm: 5.5223 2020-07-27 11:52:18,037 - mmaction - INFO - Epoch [31][1640/3757] lr: 1.000e-02, eta: 5 days, 8:52:40, time: 1.775, data_time: 0.185, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7500, loss_cls: 2.0325, loss: 2.0325, grad_norm: 5.7074 2020-07-27 11:52:55,849 - mmaction - INFO - Epoch [31][1660/3757] lr: 1.000e-02, eta: 5 days, 8:52:09, time: 1.894, data_time: 0.012, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7641, loss_cls: 1.9936, loss: 1.9936, grad_norm: 5.6803 2020-07-27 11:53:30,087 - mmaction - INFO - Epoch [31][1680/3757] lr: 1.000e-02, eta: 5 days, 8:51:31, time: 1.716, data_time: 0.010, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7422, loss_cls: 2.0890, loss: 2.0890, grad_norm: 5.9860 2020-07-27 11:54:05,291 - mmaction - INFO - Epoch [31][1700/3757] lr: 1.000e-02, eta: 5 days, 8:50:55, time: 1.757, data_time: 0.010, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7695, loss_cls: 1.9828, loss: 1.9828, grad_norm: 5.6859 2020-07-27 11:54:42,057 - mmaction - INFO - Epoch [31][1720/3757] lr: 1.000e-02, eta: 5 days, 8:50:22, time: 1.843, data_time: 0.010, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7250, loss_cls: 2.2287, loss: 2.2287, grad_norm: 5.8173 2020-07-27 11:55:14,909 - mmaction - INFO - Epoch [31][1740/3757] lr: 1.000e-02, eta: 5 days, 8:49:41, time: 1.636, data_time: 0.010, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7555, loss_cls: 2.0693, loss: 2.0693, grad_norm: 5.5856 2020-07-27 11:55:50,591 - mmaction - INFO - Epoch [31][1760/3757] lr: 1.000e-02, eta: 5 days, 8:49:06, time: 1.791, data_time: 0.010, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.1369, loss: 2.1369, grad_norm: 5.7158 2020-07-27 11:56:25,364 - mmaction - INFO - Epoch [31][1780/3757] lr: 1.000e-02, eta: 5 days, 8:48:28, time: 1.736, data_time: 0.006, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7562, loss_cls: 2.0693, loss: 2.0693, grad_norm: 5.5539 2020-07-27 11:56:59,620 - mmaction - INFO - Epoch [31][1800/3757] lr: 1.000e-02, eta: 5 days, 8:47:50, time: 1.708, data_time: 0.038, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7727, loss_cls: 1.9437, loss: 1.9437, grad_norm: 5.3237 2020-07-27 11:57:39,436 - mmaction - INFO - Epoch [31][1820/3757] lr: 1.000e-02, eta: 5 days, 8:47:24, time: 1.997, data_time: 0.454, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7461, loss_cls: 2.0921, loss: 2.0921, grad_norm: 5.6554 2020-07-27 11:58:13,857 - mmaction - INFO - Epoch [31][1840/3757] lr: 1.000e-02, eta: 5 days, 8:46:46, time: 1.715, data_time: 0.367, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7695, loss_cls: 1.9886, loss: 1.9886, grad_norm: 5.6105 2020-07-27 11:58:50,721 - mmaction - INFO - Epoch [31][1860/3757] lr: 1.000e-02, eta: 5 days, 8:46:14, time: 1.848, data_time: 0.446, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7539, loss_cls: 2.0746, loss: 2.0746, grad_norm: 5.7391 2020-07-27 11:59:23,923 - mmaction - INFO - Epoch [31][1880/3757] lr: 1.000e-02, eta: 5 days, 8:45:33, time: 1.664, data_time: 0.057, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7758, loss_cls: 1.9699, loss: 1.9699, grad_norm: 5.5018 2020-07-27 11:59:56,244 - mmaction - INFO - Epoch [31][1900/3757] lr: 1.000e-02, eta: 5 days, 8:44:51, time: 1.612, data_time: 0.116, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7727, loss_cls: 1.9119, loss: 1.9119, grad_norm: 5.6102 2020-07-27 12:00:37,325 - mmaction - INFO - Epoch [31][1920/3757] lr: 1.000e-02, eta: 5 days, 8:44:27, time: 2.043, data_time: 0.086, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7453, loss_cls: 2.0871, loss: 2.0871, grad_norm: 5.7099 2020-07-27 12:01:07,102 - mmaction - INFO - Epoch [31][1940/3757] lr: 1.000e-02, eta: 5 days, 8:43:39, time: 1.503, data_time: 0.029, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7578, loss_cls: 2.0822, loss: 2.0822, grad_norm: 5.7670 2020-07-27 12:01:43,284 - mmaction - INFO - Epoch [31][1960/3757] lr: 1.000e-02, eta: 5 days, 8:43:05, time: 1.803, data_time: 0.080, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7586, loss_cls: 2.0840, loss: 2.0840, grad_norm: 5.7143 2020-07-27 12:02:17,519 - mmaction - INFO - Epoch [31][1980/3757] lr: 1.000e-02, eta: 5 days, 8:42:27, time: 1.716, data_time: 0.266, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7719, loss_cls: 1.9919, loss: 1.9919, grad_norm: 5.5611 2020-07-27 12:02:54,372 - mmaction - INFO - Epoch [31][2000/3757] lr: 1.000e-02, eta: 5 days, 8:41:55, time: 1.844, data_time: 1.111, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7672, loss_cls: 2.0900, loss: 2.0900, grad_norm: 5.6294 2020-07-27 12:03:28,959 - mmaction - INFO - Epoch [31][2020/3757] lr: 1.000e-02, eta: 5 days, 8:41:17, time: 1.725, data_time: 1.131, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7789, loss_cls: 1.9371, loss: 1.9371, grad_norm: 5.4171 2020-07-27 12:04:02,630 - mmaction - INFO - Epoch [31][2040/3757] lr: 1.000e-02, eta: 5 days, 8:40:37, time: 1.687, data_time: 0.498, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7570, loss_cls: 2.0427, loss: 2.0427, grad_norm: 5.5432 2020-07-27 12:04:36,924 - mmaction - INFO - Epoch [31][2060/3757] lr: 1.000e-02, eta: 5 days, 8:39:59, time: 1.705, data_time: 0.009, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7594, loss_cls: 2.0603, loss: 2.0603, grad_norm: 5.5193 2020-07-27 12:05:13,355 - mmaction - INFO - Epoch [31][2080/3757] lr: 1.000e-02, eta: 5 days, 8:39:25, time: 1.828, data_time: 0.013, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7594, loss_cls: 2.0569, loss: 2.0569, grad_norm: 5.6833 2020-07-27 12:05:48,382 - mmaction - INFO - Epoch [31][2100/3757] lr: 1.000e-02, eta: 5 days, 8:38:49, time: 1.750, data_time: 0.009, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7664, loss_cls: 2.0252, loss: 2.0252, grad_norm: 5.6402 2020-07-27 12:06:24,159 - mmaction - INFO - Epoch [31][2120/3757] lr: 1.000e-02, eta: 5 days, 8:38:14, time: 1.792, data_time: 0.006, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7711, loss_cls: 1.9759, loss: 1.9759, grad_norm: 5.6456 2020-07-27 12:07:02,302 - mmaction - INFO - Epoch [31][2140/3757] lr: 1.000e-02, eta: 5 days, 8:37:45, time: 1.909, data_time: 0.008, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7523, loss_cls: 2.1019, loss: 2.1019, grad_norm: 5.8481 2020-07-27 12:07:34,042 - mmaction - INFO - Epoch [31][2160/3757] lr: 1.000e-02, eta: 5 days, 8:37:01, time: 1.587, data_time: 0.003, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7539, loss_cls: 2.1030, loss: 2.1030, grad_norm: 5.7576 2020-07-27 12:08:09,923 - mmaction - INFO - Epoch [31][2180/3757] lr: 1.000e-02, eta: 5 days, 8:36:26, time: 1.785, data_time: 0.028, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7617, loss_cls: 1.9995, loss: 1.9995, grad_norm: 5.6048 2020-07-27 12:08:44,574 - mmaction - INFO - Epoch [31][2200/3757] lr: 1.000e-02, eta: 5 days, 8:35:48, time: 1.735, data_time: 0.273, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7859, loss_cls: 1.9989, loss: 1.9989, grad_norm: 5.8381 2020-07-27 12:09:20,379 - mmaction - INFO - Epoch [31][2220/3757] lr: 1.000e-02, eta: 5 days, 8:35:14, time: 1.796, data_time: 0.010, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7562, loss_cls: 2.1221, loss: 2.1221, grad_norm: 5.8330 2020-07-27 12:09:54,703 - mmaction - INFO - Epoch [31][2240/3757] lr: 1.000e-02, eta: 5 days, 8:34:35, time: 1.710, data_time: 0.008, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7523, loss_cls: 2.1604, loss: 2.1604, grad_norm: 5.8422 2020-07-27 12:10:26,977 - mmaction - INFO - Epoch [31][2260/3757] lr: 1.000e-02, eta: 5 days, 8:33:53, time: 1.619, data_time: 0.040, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7305, loss_cls: 2.1032, loss: 2.1032, grad_norm: 5.5314 2020-07-27 12:11:02,885 - mmaction - INFO - Epoch [31][2280/3757] lr: 1.000e-02, eta: 5 days, 8:33:18, time: 1.788, data_time: 0.032, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7422, loss_cls: 2.1025, loss: 2.1025, grad_norm: 5.5544 2020-07-27 12:11:40,898 - mmaction - INFO - Epoch [31][2300/3757] lr: 1.000e-02, eta: 5 days, 8:32:48, time: 1.909, data_time: 0.457, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7562, loss_cls: 2.0362, loss: 2.0362, grad_norm: 5.4524 2020-07-27 12:12:19,003 - mmaction - INFO - Epoch [31][2320/3757] lr: 1.000e-02, eta: 5 days, 8:32:18, time: 1.898, data_time: 1.048, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7719, loss_cls: 1.9724, loss: 1.9724, grad_norm: 5.5287 2020-07-27 12:12:50,028 - mmaction - INFO - Epoch [31][2340/3757] lr: 1.000e-02, eta: 5 days, 8:31:33, time: 1.556, data_time: 0.565, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7570, loss_cls: 2.1040, loss: 2.1040, grad_norm: 5.7891 2020-07-27 12:13:26,137 - mmaction - INFO - Epoch [31][2360/3757] lr: 1.000e-02, eta: 5 days, 8:30:59, time: 1.807, data_time: 0.087, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7461, loss_cls: 2.0973, loss: 2.0973, grad_norm: 5.6748 2020-07-27 12:13:59,616 - mmaction - INFO - Epoch [31][2380/3757] lr: 1.000e-02, eta: 5 days, 8:30:19, time: 1.674, data_time: 0.071, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7789, loss_cls: 1.9859, loss: 1.9859, grad_norm: 5.5470 2020-07-27 12:14:34,877 - mmaction - INFO - Epoch [31][2400/3757] lr: 1.000e-02, eta: 5 days, 8:29:43, time: 1.759, data_time: 0.500, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7625, loss_cls: 2.0067, loss: 2.0067, grad_norm: 5.4962 2020-07-27 12:15:08,665 - mmaction - INFO - Epoch [31][2420/3757] lr: 1.000e-02, eta: 5 days, 8:29:03, time: 1.694, data_time: 0.910, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7633, loss_cls: 2.0137, loss: 2.0137, grad_norm: 5.7931 2020-07-27 12:15:45,800 - mmaction - INFO - Epoch [31][2440/3757] lr: 1.000e-02, eta: 5 days, 8:28:31, time: 1.854, data_time: 1.270, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7625, loss_cls: 2.0265, loss: 2.0265, grad_norm: 5.6998 2020-07-27 12:16:19,560 - mmaction - INFO - Epoch [31][2460/3757] lr: 1.000e-02, eta: 5 days, 8:27:52, time: 1.690, data_time: 0.479, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7727, loss_cls: 2.0256, loss: 2.0256, grad_norm: 5.7156 2020-07-27 12:16:56,350 - mmaction - INFO - Epoch [31][2480/3757] lr: 1.000e-02, eta: 5 days, 8:27:19, time: 1.835, data_time: 0.090, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7438, loss_cls: 2.1133, loss: 2.1133, grad_norm: 5.7221 2020-07-27 12:17:30,901 - mmaction - INFO - Epoch [31][2500/3757] lr: 1.000e-02, eta: 5 days, 8:26:41, time: 1.723, data_time: 0.012, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7695, loss_cls: 1.9729, loss: 1.9729, grad_norm: 5.5429 2020-07-27 12:18:01,409 - mmaction - INFO - Epoch [31][2520/3757] lr: 1.000e-02, eta: 5 days, 8:25:55, time: 1.534, data_time: 0.012, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7547, loss_cls: 2.0983, loss: 2.0983, grad_norm: 5.6572 2020-07-27 12:18:40,698 - mmaction - INFO - Epoch [31][2540/3757] lr: 1.000e-02, eta: 5 days, 8:25:28, time: 1.961, data_time: 0.013, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7477, loss_cls: 2.1345, loss: 2.1345, grad_norm: 5.8655 2020-07-27 12:19:15,145 - mmaction - INFO - Epoch [31][2560/3757] lr: 1.000e-02, eta: 5 days, 8:24:50, time: 1.726, data_time: 0.008, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7547, loss_cls: 2.0881, loss: 2.0881, grad_norm: 5.6779 2020-07-27 12:19:50,004 - mmaction - INFO - Epoch [31][2580/3757] lr: 1.000e-02, eta: 5 days, 8:24:13, time: 1.743, data_time: 0.033, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7617, loss_cls: 2.0796, loss: 2.0796, grad_norm: 5.7176 2020-07-27 12:20:25,429 - mmaction - INFO - Epoch [31][2600/3757] lr: 1.000e-02, eta: 5 days, 8:23:37, time: 1.764, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7461, loss_cls: 2.1338, loss: 2.1338, grad_norm: 5.7086 2020-07-27 12:21:02,598 - mmaction - INFO - Epoch [31][2620/3757] lr: 1.000e-02, eta: 5 days, 8:23:06, time: 1.863, data_time: 0.011, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7578, loss_cls: 2.0837, loss: 2.0837, grad_norm: 5.7392 2020-07-27 12:21:38,806 - mmaction - INFO - Epoch [31][2640/3757] lr: 1.000e-02, eta: 5 days, 8:22:32, time: 1.814, data_time: 0.015, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7484, loss_cls: 2.0940, loss: 2.0940, grad_norm: 5.6202 2020-07-27 12:22:14,741 - mmaction - INFO - Epoch [31][2660/3757] lr: 1.000e-02, eta: 5 days, 8:21:57, time: 1.793, data_time: 0.002, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7609, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.6366 2020-07-27 12:22:49,304 - mmaction - INFO - Epoch [31][2680/3757] lr: 1.000e-02, eta: 5 days, 8:21:20, time: 1.730, data_time: 0.013, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7484, loss_cls: 2.0993, loss: 2.0993, grad_norm: 5.4997 2020-07-27 12:23:23,547 - mmaction - INFO - Epoch [31][2700/3757] lr: 1.000e-02, eta: 5 days, 8:20:41, time: 1.707, data_time: 0.003, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7445, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.4979 2020-07-27 12:23:59,292 - mmaction - INFO - Epoch [31][2720/3757] lr: 1.000e-02, eta: 5 days, 8:20:07, time: 1.794, data_time: 0.009, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7594, loss_cls: 2.1001, loss: 2.1001, grad_norm: 5.7236 2020-07-27 12:24:33,719 - mmaction - INFO - Epoch [31][2740/3757] lr: 1.000e-02, eta: 5 days, 8:19:28, time: 1.715, data_time: 0.002, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.0690, loss: 2.0690, grad_norm: 5.7267 2020-07-27 12:25:07,636 - mmaction - INFO - Epoch [31][2760/3757] lr: 1.000e-02, eta: 5 days, 8:18:49, time: 1.700, data_time: 0.014, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7609, loss_cls: 2.0372, loss: 2.0372, grad_norm: 5.5611 2020-07-27 12:25:44,021 - mmaction - INFO - Epoch [31][2780/3757] lr: 1.000e-02, eta: 5 days, 8:18:16, time: 1.818, data_time: 0.056, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7805, loss_cls: 1.9371, loss: 1.9371, grad_norm: 5.4601 2020-07-27 12:26:17,083 - mmaction - INFO - Epoch [31][2800/3757] lr: 1.000e-02, eta: 5 days, 8:17:35, time: 1.644, data_time: 0.010, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7680, loss_cls: 1.9619, loss: 1.9619, grad_norm: 5.6318 2020-07-27 12:26:50,766 - mmaction - INFO - Epoch [31][2820/3757] lr: 1.000e-02, eta: 5 days, 8:16:55, time: 1.692, data_time: 0.013, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7719, loss_cls: 2.0736, loss: 2.0736, grad_norm: 5.8258 2020-07-27 12:27:26,546 - mmaction - INFO - Epoch [31][2840/3757] lr: 1.000e-02, eta: 5 days, 8:16:20, time: 1.783, data_time: 0.236, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7508, loss_cls: 2.0745, loss: 2.0745, grad_norm: 5.6124 2020-07-27 12:28:01,802 - mmaction - INFO - Epoch [31][2860/3757] lr: 1.000e-02, eta: 5 days, 8:15:44, time: 1.770, data_time: 0.110, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7617, loss_cls: 2.0468, loss: 2.0468, grad_norm: 5.4533 2020-07-27 12:28:37,677 - mmaction - INFO - Epoch [31][2880/3757] lr: 1.000e-02, eta: 5 days, 8:15:10, time: 1.794, data_time: 0.009, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7625, loss_cls: 2.0463, loss: 2.0463, grad_norm: 5.5318 2020-07-27 12:29:10,532 - mmaction - INFO - Epoch [31][2900/3757] lr: 1.000e-02, eta: 5 days, 8:14:28, time: 1.643, data_time: 0.157, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1602, loss: 2.1602, grad_norm: 5.5528 2020-07-27 12:29:49,323 - mmaction - INFO - Epoch [31][2920/3757] lr: 1.000e-02, eta: 5 days, 8:14:00, time: 1.932, data_time: 0.499, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7766, loss_cls: 1.9715, loss: 1.9715, grad_norm: 5.4013 2020-07-27 12:30:24,423 - mmaction - INFO - Epoch [31][2940/3757] lr: 1.000e-02, eta: 5 days, 8:13:24, time: 1.756, data_time: 0.010, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.0489, loss: 2.0489, grad_norm: 5.8016 2020-07-27 12:30:57,101 - mmaction - INFO - Epoch [31][2960/3757] lr: 1.000e-02, eta: 5 days, 8:12:42, time: 1.635, data_time: 0.009, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7734, loss_cls: 1.9997, loss: 1.9997, grad_norm: 5.7240 2020-07-27 12:31:34,243 - mmaction - INFO - Epoch [31][2980/3757] lr: 1.000e-02, eta: 5 days, 8:12:10, time: 1.861, data_time: 0.012, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7414, loss_cls: 2.1825, loss: 2.1825, grad_norm: 5.6876 2020-07-27 12:32:12,687 - mmaction - INFO - Epoch [31][3000/3757] lr: 1.000e-02, eta: 5 days, 8:11:41, time: 1.921, data_time: 0.007, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7570, loss_cls: 2.1162, loss: 2.1162, grad_norm: 5.7245 2020-07-27 12:32:45,969 - mmaction - INFO - Epoch [31][3020/3757] lr: 1.000e-02, eta: 5 days, 8:11:00, time: 1.657, data_time: 0.007, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7867, loss_cls: 1.8929, loss: 1.8929, grad_norm: 5.3978 2020-07-27 12:33:18,402 - mmaction - INFO - Epoch [31][3040/3757] lr: 1.000e-02, eta: 5 days, 8:10:18, time: 1.622, data_time: 0.021, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7547, loss_cls: 2.0796, loss: 2.0796, grad_norm: 5.4404 2020-07-27 12:33:56,979 - mmaction - INFO - Epoch [31][3060/3757] lr: 1.000e-02, eta: 5 days, 8:09:50, time: 1.936, data_time: 0.014, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7578, loss_cls: 2.0542, loss: 2.0542, grad_norm: 5.5940 2020-07-27 12:34:29,116 - mmaction - INFO - Epoch [31][3080/3757] lr: 1.000e-02, eta: 5 days, 8:09:06, time: 1.598, data_time: 0.008, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7555, loss_cls: 2.0772, loss: 2.0772, grad_norm: 5.6863 2020-07-27 12:35:03,061 - mmaction - INFO - Epoch [31][3100/3757] lr: 1.000e-02, eta: 5 days, 8:08:28, time: 1.704, data_time: 0.256, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7531, loss_cls: 2.1002, loss: 2.1002, grad_norm: 5.8020 2020-07-27 12:35:39,675 - mmaction - INFO - Epoch [31][3120/3757] lr: 1.000e-02, eta: 5 days, 8:07:55, time: 1.831, data_time: 0.452, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7336, loss_cls: 2.1180, loss: 2.1180, grad_norm: 5.5728 2020-07-27 12:36:13,513 - mmaction - INFO - Epoch [31][3140/3757] lr: 1.000e-02, eta: 5 days, 8:07:16, time: 1.692, data_time: 0.039, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7656, loss_cls: 2.1150, loss: 2.1150, grad_norm: 5.7639 2020-07-27 12:36:49,767 - mmaction - INFO - Epoch [31][3160/3757] lr: 1.000e-02, eta: 5 days, 8:06:42, time: 1.813, data_time: 0.009, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7594, loss_cls: 2.1018, loss: 2.1018, grad_norm: 5.7451 2020-07-27 12:37:28,510 - mmaction - INFO - Epoch [31][3180/3757] lr: 1.000e-02, eta: 5 days, 8:06:13, time: 1.935, data_time: 0.003, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7305, loss_cls: 2.1905, loss: 2.1905, grad_norm: 5.7538 2020-07-27 12:38:04,876 - mmaction - INFO - Epoch [31][3200/3757] lr: 1.000e-02, eta: 5 days, 8:05:40, time: 1.821, data_time: 0.010, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7641, loss_cls: 2.0863, loss: 2.0863, grad_norm: 5.8069 2020-07-27 12:38:38,154 - mmaction - INFO - Epoch [31][3220/3757] lr: 1.000e-02, eta: 5 days, 8:04:59, time: 1.658, data_time: 0.012, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7781, loss_cls: 1.9104, loss: 1.9104, grad_norm: 5.4504 2020-07-27 12:39:10,134 - mmaction - INFO - Epoch [31][3240/3757] lr: 1.000e-02, eta: 5 days, 8:04:16, time: 1.603, data_time: 0.066, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7602, loss_cls: 2.0420, loss: 2.0420, grad_norm: 5.5915 2020-07-27 12:39:45,233 - mmaction - INFO - Epoch [31][3260/3757] lr: 1.000e-02, eta: 5 days, 8:03:39, time: 1.750, data_time: 0.180, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7648, loss_cls: 1.9825, loss: 1.9825, grad_norm: 5.4223 2020-07-27 12:40:21,424 - mmaction - INFO - Epoch [31][3280/3757] lr: 1.000e-02, eta: 5 days, 8:03:05, time: 1.811, data_time: 1.055, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7406, loss_cls: 2.1093, loss: 2.1093, grad_norm: 5.7527 2020-07-27 12:40:59,752 - mmaction - INFO - Epoch [31][3300/3757] lr: 1.000e-02, eta: 5 days, 8:02:36, time: 1.919, data_time: 0.534, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7477, loss_cls: 2.0410, loss: 2.0410, grad_norm: 5.5637 2020-07-27 12:41:32,127 - mmaction - INFO - Epoch [31][3320/3757] lr: 1.000e-02, eta: 5 days, 8:01:54, time: 1.620, data_time: 0.128, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7484, loss_cls: 2.0884, loss: 2.0884, grad_norm: 5.5513 2020-07-27 12:42:08,113 - mmaction - INFO - Epoch [31][3340/3757] lr: 1.000e-02, eta: 5 days, 8:01:19, time: 1.797, data_time: 0.793, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7680, loss_cls: 1.9983, loss: 1.9983, grad_norm: 5.4837 2020-07-27 12:42:40,907 - mmaction - INFO - Epoch [31][3360/3757] lr: 1.000e-02, eta: 5 days, 8:00:38, time: 1.633, data_time: 0.043, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7625, loss_cls: 2.0453, loss: 2.0453, grad_norm: 5.4623 2020-07-27 12:43:15,251 - mmaction - INFO - Epoch [31][3380/3757] lr: 1.000e-02, eta: 5 days, 8:00:00, time: 1.721, data_time: 0.012, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7461, loss_cls: 2.1513, loss: 2.1513, grad_norm: 5.6409 2020-07-27 12:43:55,038 - mmaction - INFO - Epoch [31][3400/3757] lr: 1.000e-02, eta: 5 days, 7:59:34, time: 1.995, data_time: 0.009, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.0405, loss: 2.0405, grad_norm: 5.4840 2020-07-27 12:44:26,623 - mmaction - INFO - Epoch [31][3420/3757] lr: 1.000e-02, eta: 5 days, 7:58:50, time: 1.574, data_time: 0.009, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7344, loss_cls: 2.1279, loss: 2.1279, grad_norm: 5.6793 2020-07-27 12:45:02,603 - mmaction - INFO - Epoch [31][3440/3757] lr: 1.000e-02, eta: 5 days, 7:58:15, time: 1.805, data_time: 0.009, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7477, loss_cls: 2.0583, loss: 2.0583, grad_norm: 5.4760 2020-07-27 12:45:37,594 - mmaction - INFO - Epoch [31][3460/3757] lr: 1.000e-02, eta: 5 days, 7:57:39, time: 1.749, data_time: 0.002, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7609, loss_cls: 2.0454, loss: 2.0454, grad_norm: 5.4130 2020-07-27 12:46:13,436 - mmaction - INFO - Epoch [31][3480/3757] lr: 1.000e-02, eta: 5 days, 7:57:04, time: 1.789, data_time: 0.010, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7727, loss_cls: 2.0183, loss: 2.0183, grad_norm: 5.5472 2020-07-27 12:46:44,898 - mmaction - INFO - Epoch [31][3500/3757] lr: 1.000e-02, eta: 5 days, 7:56:19, time: 1.577, data_time: 0.019, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7461, loss_cls: 2.1373, loss: 2.1373, grad_norm: 5.7531 2020-07-27 12:47:23,530 - mmaction - INFO - Epoch [31][3520/3757] lr: 1.000e-02, eta: 5 days, 7:55:51, time: 1.926, data_time: 0.933, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7391, loss_cls: 2.1426, loss: 2.1426, grad_norm: 5.7449 2020-07-27 12:47:56,485 - mmaction - INFO - Epoch [31][3540/3757] lr: 1.000e-02, eta: 5 days, 7:55:10, time: 1.651, data_time: 0.952, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7477, loss_cls: 2.0822, loss: 2.0822, grad_norm: 5.6921 2020-07-27 12:48:30,249 - mmaction - INFO - Epoch [31][3560/3757] lr: 1.000e-02, eta: 5 days, 7:54:30, time: 1.686, data_time: 0.403, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7641, loss_cls: 2.0692, loss: 2.0692, grad_norm: 5.4749 2020-07-27 12:49:06,136 - mmaction - INFO - Epoch [31][3580/3757] lr: 1.000e-02, eta: 5 days, 7:53:56, time: 1.792, data_time: 0.848, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7578, loss_cls: 2.1191, loss: 2.1191, grad_norm: 5.7621 2020-07-27 12:49:39,805 - mmaction - INFO - Epoch [31][3600/3757] lr: 1.000e-02, eta: 5 days, 7:53:16, time: 1.690, data_time: 0.101, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.1029, loss: 2.1029, grad_norm: 5.6668 2020-07-27 12:50:15,709 - mmaction - INFO - Epoch [31][3620/3757] lr: 1.000e-02, eta: 5 days, 7:52:41, time: 1.791, data_time: 0.034, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7523, loss_cls: 2.0998, loss: 2.0998, grad_norm: 5.6046 2020-07-27 12:50:50,531 - mmaction - INFO - Epoch [31][3640/3757] lr: 1.000e-02, eta: 5 days, 7:52:05, time: 1.745, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7555, loss_cls: 2.0581, loss: 2.0581, grad_norm: 5.5427 2020-07-27 12:51:28,120 - mmaction - INFO - Epoch [31][3660/3757] lr: 1.000e-02, eta: 5 days, 7:51:34, time: 1.880, data_time: 0.003, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7719, loss_cls: 1.9745, loss: 1.9745, grad_norm: 5.6004 2020-07-27 12:52:02,096 - mmaction - INFO - Epoch [31][3680/3757] lr: 1.000e-02, eta: 5 days, 7:50:55, time: 1.698, data_time: 0.008, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7703, loss_cls: 1.9700, loss: 1.9700, grad_norm: 5.5210 2020-07-27 12:52:37,689 - mmaction - INFO - Epoch [31][3700/3757] lr: 1.000e-02, eta: 5 days, 7:50:20, time: 1.779, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7500, loss_cls: 2.0840, loss: 2.0840, grad_norm: 5.6163 2020-07-27 12:53:11,242 - mmaction - INFO - Epoch [31][3720/3757] lr: 1.000e-02, eta: 5 days, 7:49:40, time: 1.676, data_time: 0.004, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7609, loss_cls: 2.0188, loss: 2.0188, grad_norm: 5.7302 2020-07-27 12:53:49,605 - mmaction - INFO - Epoch [31][3740/3757] lr: 1.000e-02, eta: 5 days, 7:49:11, time: 1.921, data_time: 0.006, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7664, loss_cls: 2.0539, loss: 2.0539, grad_norm: 5.6072 2020-07-27 12:54:11,482 - mmaction - INFO - Saving checkpoint at 31 epochs 2020-07-27 12:55:02,713 - mmaction - INFO - Epoch [32][20/3757] lr: 1.000e-02, eta: 5 days, 7:47:28, time: 2.451, data_time: 1.532, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7695, loss_cls: 1.9788, loss: 1.9788, grad_norm: 5.4641 2020-07-27 12:55:40,997 - mmaction - INFO - Epoch [32][40/3757] lr: 1.000e-02, eta: 5 days, 7:46:58, time: 1.908, data_time: 0.144, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7633, loss_cls: 2.0716, loss: 2.0716, grad_norm: 5.7811 2020-07-27 12:56:15,896 - mmaction - INFO - Epoch [32][60/3757] lr: 1.000e-02, eta: 5 days, 7:46:22, time: 1.752, data_time: 0.015, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7781, loss_cls: 1.9950, loss: 1.9950, grad_norm: 5.7616 2020-07-27 12:56:49,650 - mmaction - INFO - Epoch [32][80/3757] lr: 1.000e-02, eta: 5 days, 7:45:42, time: 1.679, data_time: 0.011, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7727, loss_cls: 1.9768, loss: 1.9768, grad_norm: 5.6023 2020-07-27 12:57:26,945 - mmaction - INFO - Epoch [32][100/3757] lr: 1.000e-02, eta: 5 days, 7:45:11, time: 1.873, data_time: 0.012, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7711, loss_cls: 1.9825, loss: 1.9825, grad_norm: 5.5092 2020-07-27 12:58:00,847 - mmaction - INFO - Epoch [32][120/3757] lr: 1.000e-02, eta: 5 days, 7:44:32, time: 1.693, data_time: 0.007, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7602, loss_cls: 2.0286, loss: 2.0286, grad_norm: 5.5877 2020-07-27 12:58:35,122 - mmaction - INFO - Epoch [32][140/3757] lr: 1.000e-02, eta: 5 days, 7:43:54, time: 1.716, data_time: 0.008, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7523, loss_cls: 1.9906, loss: 1.9906, grad_norm: 5.5585 2020-07-27 12:59:10,096 - mmaction - INFO - Epoch [32][160/3757] lr: 1.000e-02, eta: 5 days, 7:43:17, time: 1.746, data_time: 0.276, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7555, loss_cls: 2.0953, loss: 2.0953, grad_norm: 5.6332 2020-07-27 12:59:46,439 - mmaction - INFO - Epoch [32][180/3757] lr: 1.000e-02, eta: 5 days, 7:42:43, time: 1.819, data_time: 1.096, memory: 5170, top1_acc: 0.5578, top5_acc: 0.7797, loss_cls: 1.9683, loss: 1.9683, grad_norm: 5.7830 2020-07-27 13:00:18,200 - mmaction - INFO - Epoch [32][200/3757] lr: 1.000e-02, eta: 5 days, 7:41:59, time: 1.572, data_time: 0.811, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7641, loss_cls: 1.9866, loss: 1.9866, grad_norm: 5.6485 2020-07-27 13:00:54,378 - mmaction - INFO - Epoch [32][220/3757] lr: 1.000e-02, eta: 5 days, 7:41:26, time: 1.826, data_time: 0.494, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7664, loss_cls: 2.0847, loss: 2.0847, grad_norm: 5.7382 2020-07-27 13:01:31,781 - mmaction - INFO - Epoch [32][240/3757] lr: 1.000e-02, eta: 5 days, 7:40:54, time: 1.868, data_time: 1.162, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7484, loss_cls: 2.1741, loss: 2.1741, grad_norm: 5.7222 2020-07-27 13:02:07,450 - mmaction - INFO - Epoch [32][260/3757] lr: 1.000e-02, eta: 5 days, 7:40:19, time: 1.785, data_time: 1.132, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7656, loss_cls: 1.9944, loss: 1.9944, grad_norm: 5.4903 2020-07-27 13:02:39,764 - mmaction - INFO - Epoch [32][280/3757] lr: 1.000e-02, eta: 5 days, 7:39:37, time: 1.615, data_time: 0.446, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7578, loss_cls: 2.0039, loss: 2.0039, grad_norm: 5.6175 2020-07-27 13:03:16,494 - mmaction - INFO - Epoch [32][300/3757] lr: 1.000e-02, eta: 5 days, 7:39:04, time: 1.830, data_time: 0.647, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7672, loss_cls: 2.0201, loss: 2.0201, grad_norm: 5.6743 2020-07-27 13:03:51,129 - mmaction - INFO - Epoch [32][320/3757] lr: 1.000e-02, eta: 5 days, 7:38:27, time: 1.739, data_time: 0.694, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7688, loss_cls: 1.9507, loss: 1.9507, grad_norm: 5.4413 2020-07-27 13:04:27,105 - mmaction - INFO - Epoch [32][340/3757] lr: 1.000e-02, eta: 5 days, 7:37:52, time: 1.798, data_time: 0.155, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7500, loss_cls: 2.1068, loss: 2.1068, grad_norm: 5.6346 2020-07-27 13:05:00,851 - mmaction - INFO - Epoch [32][360/3757] lr: 1.000e-02, eta: 5 days, 7:37:13, time: 1.688, data_time: 0.009, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7672, loss_cls: 2.0150, loss: 2.0150, grad_norm: 5.6566 2020-07-27 13:05:36,556 - mmaction - INFO - Epoch [32][380/3757] lr: 1.000e-02, eta: 5 days, 7:36:38, time: 1.786, data_time: 0.009, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7648, loss_cls: 1.9972, loss: 1.9972, grad_norm: 5.5177 2020-07-27 13:06:12,425 - mmaction - INFO - Epoch [32][400/3757] lr: 1.000e-02, eta: 5 days, 7:36:03, time: 1.788, data_time: 0.018, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7656, loss_cls: 2.0030, loss: 2.0030, grad_norm: 5.6687 2020-07-27 13:06:50,317 - mmaction - INFO - Epoch [32][420/3757] lr: 1.000e-02, eta: 5 days, 7:35:33, time: 1.900, data_time: 0.010, memory: 5170, top1_acc: 0.5594, top5_acc: 0.7742, loss_cls: 1.9141, loss: 1.9141, grad_norm: 5.5185 2020-07-27 13:07:22,875 - mmaction - INFO - Epoch [32][440/3757] lr: 1.000e-02, eta: 5 days, 7:34:51, time: 1.625, data_time: 0.006, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7539, loss_cls: 2.0791, loss: 2.0791, grad_norm: 5.7131 2020-07-27 13:07:58,165 - mmaction - INFO - Epoch [32][460/3757] lr: 1.000e-02, eta: 5 days, 7:34:15, time: 1.767, data_time: 0.010, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7625, loss_cls: 2.0956, loss: 2.0956, grad_norm: 5.7317 2020-07-27 13:08:35,203 - mmaction - INFO - Epoch [32][480/3757] lr: 1.000e-02, eta: 5 days, 7:33:43, time: 1.851, data_time: 0.073, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7773, loss_cls: 1.9505, loss: 1.9505, grad_norm: 5.6901 2020-07-27 13:09:10,325 - mmaction - INFO - Epoch [32][500/3757] lr: 1.000e-02, eta: 5 days, 7:33:06, time: 1.749, data_time: 0.368, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7602, loss_cls: 1.9978, loss: 1.9978, grad_norm: 5.7106 2020-07-27 13:09:44,032 - mmaction - INFO - Epoch [32][520/3757] lr: 1.000e-02, eta: 5 days, 7:32:27, time: 1.691, data_time: 0.879, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7555, loss_cls: 2.0264, loss: 2.0264, grad_norm: 5.6724 2020-07-27 13:10:19,919 - mmaction - INFO - Epoch [32][540/3757] lr: 1.000e-02, eta: 5 days, 7:31:52, time: 1.798, data_time: 1.210, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7695, loss_cls: 1.9638, loss: 1.9638, grad_norm: 5.5297 2020-07-27 13:10:53,501 - mmaction - INFO - Epoch [32][560/3757] lr: 1.000e-02, eta: 5 days, 7:31:13, time: 1.676, data_time: 1.012, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7578, loss_cls: 2.0682, loss: 2.0682, grad_norm: 5.8190 2020-07-27 13:11:30,163 - mmaction - INFO - Epoch [32][580/3757] lr: 1.000e-02, eta: 5 days, 7:30:40, time: 1.836, data_time: 0.583, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7570, loss_cls: 2.1074, loss: 2.1074, grad_norm: 5.6886 2020-07-27 13:12:07,024 - mmaction - INFO - Epoch [32][600/3757] lr: 1.000e-02, eta: 5 days, 7:30:07, time: 1.843, data_time: 0.667, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7430, loss_cls: 2.0818, loss: 2.0818, grad_norm: 5.6182 2020-07-27 13:12:42,487 - mmaction - INFO - Epoch [32][620/3757] lr: 1.000e-02, eta: 5 days, 7:29:32, time: 1.773, data_time: 0.008, memory: 5170, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.9296, loss: 1.9296, grad_norm: 5.5249 2020-07-27 13:13:13,523 - mmaction - INFO - Epoch [32][640/3757] lr: 1.000e-02, eta: 5 days, 7:28:46, time: 1.548, data_time: 0.346, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7453, loss_cls: 2.1062, loss: 2.1062, grad_norm: 5.6852 2020-07-27 13:13:50,573 - mmaction - INFO - Epoch [32][660/3757] lr: 1.000e-02, eta: 5 days, 7:28:14, time: 1.856, data_time: 0.982, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7695, loss_cls: 1.9520, loss: 1.9520, grad_norm: 5.6607 2020-07-27 13:14:25,918 - mmaction - INFO - Epoch [32][680/3757] lr: 1.000e-02, eta: 5 days, 7:27:38, time: 1.761, data_time: 1.085, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7680, loss_cls: 1.9848, loss: 1.9848, grad_norm: 5.5260 2020-07-27 13:15:00,096 - mmaction - INFO - Epoch [32][700/3757] lr: 1.000e-02, eta: 5 days, 7:27:00, time: 1.707, data_time: 0.816, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7547, loss_cls: 2.0819, loss: 2.0819, grad_norm: 5.6865 2020-07-27 13:15:34,519 - mmaction - INFO - Epoch [32][720/3757] lr: 1.000e-02, eta: 5 days, 7:26:22, time: 1.730, data_time: 0.626, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7477, loss_cls: 2.0486, loss: 2.0486, grad_norm: 5.7569 2020-07-27 13:16:11,367 - mmaction - INFO - Epoch [32][740/3757] lr: 1.000e-02, eta: 5 days, 7:25:49, time: 1.835, data_time: 0.518, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7766, loss_cls: 2.0027, loss: 2.0027, grad_norm: 5.6050 2020-07-27 13:16:47,018 - mmaction - INFO - Epoch [32][760/3757] lr: 1.000e-02, eta: 5 days, 7:25:15, time: 1.789, data_time: 0.015, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7703, loss_cls: 1.9900, loss: 1.9900, grad_norm: 5.7933 2020-07-27 13:17:19,995 - mmaction - INFO - Epoch [32][780/3757] lr: 1.000e-02, eta: 5 days, 7:24:33, time: 1.648, data_time: 0.024, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7570, loss_cls: 2.0283, loss: 2.0283, grad_norm: 5.7984 2020-07-27 13:17:56,210 - mmaction - INFO - Epoch [32][800/3757] lr: 1.000e-02, eta: 5 days, 7:24:00, time: 1.813, data_time: 0.625, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7438, loss_cls: 2.1113, loss: 2.1113, grad_norm: 5.6092 2020-07-27 13:18:29,284 - mmaction - INFO - Epoch [32][820/3757] lr: 1.000e-02, eta: 5 days, 7:23:18, time: 1.646, data_time: 1.074, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7578, loss_cls: 2.0523, loss: 2.0523, grad_norm: 5.5989 2020-07-27 13:19:06,241 - mmaction - INFO - Epoch [32][840/3757] lr: 1.000e-02, eta: 5 days, 7:22:47, time: 1.856, data_time: 0.418, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7578, loss_cls: 1.9834, loss: 1.9834, grad_norm: 5.6653 2020-07-27 13:19:45,966 - mmaction - INFO - Epoch [32][860/3757] lr: 1.000e-02, eta: 5 days, 7:22:20, time: 1.985, data_time: 0.254, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 2.0107, loss: 2.0107, grad_norm: 5.7196 2020-07-27 13:20:18,108 - mmaction - INFO - Epoch [32][880/3757] lr: 1.000e-02, eta: 5 days, 7:21:37, time: 1.607, data_time: 0.004, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7836, loss_cls: 1.9309, loss: 1.9309, grad_norm: 5.6024 2020-07-27 13:20:54,873 - mmaction - INFO - Epoch [32][900/3757] lr: 1.000e-02, eta: 5 days, 7:21:05, time: 1.837, data_time: 0.073, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7719, loss_cls: 2.0358, loss: 2.0358, grad_norm: 5.6982 2020-07-27 13:21:26,475 - mmaction - INFO - Epoch [32][920/3757] lr: 1.000e-02, eta: 5 days, 7:20:20, time: 1.577, data_time: 0.269, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7766, loss_cls: 2.0490, loss: 2.0490, grad_norm: 5.7365 2020-07-27 13:22:01,766 - mmaction - INFO - Epoch [32][940/3757] lr: 1.000e-02, eta: 5 days, 7:19:45, time: 1.765, data_time: 0.484, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7438, loss_cls: 2.1520, loss: 2.1520, grad_norm: 6.0482 2020-07-27 13:22:38,010 - mmaction - INFO - Epoch [32][960/3757] lr: 1.000e-02, eta: 5 days, 7:19:11, time: 1.816, data_time: 0.045, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7648, loss_cls: 2.0268, loss: 2.0268, grad_norm: 5.7402 2020-07-27 13:23:13,981 - mmaction - INFO - Epoch [32][980/3757] lr: 1.000e-02, eta: 5 days, 7:18:36, time: 1.794, data_time: 0.003, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7727, loss_cls: 2.0437, loss: 2.0437, grad_norm: 5.7858 2020-07-27 13:23:46,559 - mmaction - INFO - Epoch [32][1000/3757] lr: 1.000e-02, eta: 5 days, 7:17:54, time: 1.632, data_time: 0.010, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7688, loss_cls: 2.0026, loss: 2.0026, grad_norm: 5.5934 2020-07-27 13:24:23,688 - mmaction - INFO - Epoch [32][1020/3757] lr: 1.000e-02, eta: 5 days, 7:17:23, time: 1.859, data_time: 0.009, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7773, loss_cls: 2.0266, loss: 2.0266, grad_norm: 5.6597 2020-07-27 13:24:56,934 - mmaction - INFO - Epoch [32][1040/3757] lr: 1.000e-02, eta: 5 days, 7:16:42, time: 1.660, data_time: 0.003, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7750, loss_cls: 1.9841, loss: 1.9841, grad_norm: 5.5966 2020-07-27 13:25:34,627 - mmaction - INFO - Epoch [32][1060/3757] lr: 1.000e-02, eta: 5 days, 7:16:11, time: 1.883, data_time: 0.011, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7297, loss_cls: 2.1125, loss: 2.1125, grad_norm: 5.7865 2020-07-27 13:26:08,221 - mmaction - INFO - Epoch [32][1080/3757] lr: 1.000e-02, eta: 5 days, 7:15:32, time: 1.683, data_time: 0.008, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7672, loss_cls: 2.0454, loss: 2.0454, grad_norm: 5.6603 2020-07-27 13:26:45,393 - mmaction - INFO - Epoch [32][1100/3757] lr: 1.000e-02, eta: 5 days, 7:15:00, time: 1.853, data_time: 0.008, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7531, loss_cls: 2.0556, loss: 2.0556, grad_norm: 5.6665 2020-07-27 13:27:22,147 - mmaction - INFO - Epoch [32][1120/3757] lr: 1.000e-02, eta: 5 days, 7:14:27, time: 1.839, data_time: 0.009, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7562, loss_cls: 2.0554, loss: 2.0554, grad_norm: 5.7458 2020-07-27 13:27:55,504 - mmaction - INFO - Epoch [32][1140/3757] lr: 1.000e-02, eta: 5 days, 7:13:47, time: 1.672, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7516, loss_cls: 2.0850, loss: 2.0850, grad_norm: 5.6512 2020-07-27 13:28:32,804 - mmaction - INFO - Epoch [32][1160/3757] lr: 1.000e-02, eta: 5 days, 7:13:16, time: 1.861, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7562, loss_cls: 2.0712, loss: 2.0712, grad_norm: 5.8006 2020-07-27 13:29:05,226 - mmaction - INFO - Epoch [32][1180/3757] lr: 1.000e-02, eta: 5 days, 7:12:33, time: 1.625, data_time: 0.009, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7664, loss_cls: 2.0278, loss: 2.0278, grad_norm: 5.6779 2020-07-27 13:29:41,258 - mmaction - INFO - Epoch [32][1200/3757] lr: 1.000e-02, eta: 5 days, 7:11:59, time: 1.798, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7750, loss_cls: 1.9833, loss: 1.9833, grad_norm: 5.5098 2020-07-27 13:30:14,704 - mmaction - INFO - Epoch [32][1220/3757] lr: 1.000e-02, eta: 5 days, 7:11:19, time: 1.667, data_time: 0.049, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7555, loss_cls: 2.0969, loss: 2.0969, grad_norm: 5.9048 2020-07-27 13:30:51,085 - mmaction - INFO - Epoch [32][1240/3757] lr: 1.000e-02, eta: 5 days, 7:10:45, time: 1.825, data_time: 0.686, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7672, loss_cls: 2.0156, loss: 2.0156, grad_norm: 5.7012 2020-07-27 13:31:26,129 - mmaction - INFO - Epoch [32][1260/3757] lr: 1.000e-02, eta: 5 days, 7:10:09, time: 1.748, data_time: 0.790, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7578, loss_cls: 1.9875, loss: 1.9875, grad_norm: 5.5437 2020-07-27 13:32:01,513 - mmaction - INFO - Epoch [32][1280/3757] lr: 1.000e-02, eta: 5 days, 7:09:33, time: 1.776, data_time: 0.268, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7438, loss_cls: 2.1699, loss: 2.1699, grad_norm: 5.8428 2020-07-27 13:32:42,466 - mmaction - INFO - Epoch [32][1300/3757] lr: 1.000e-02, eta: 5 days, 7:09:10, time: 2.045, data_time: 0.051, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7664, loss_cls: 1.9687, loss: 1.9687, grad_norm: 5.7115 2020-07-27 13:33:16,221 - mmaction - INFO - Epoch [32][1320/3757] lr: 1.000e-02, eta: 5 days, 7:08:31, time: 1.690, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7547, loss_cls: 2.0711, loss: 2.0711, grad_norm: 5.6348 2020-07-27 13:33:49,259 - mmaction - INFO - Epoch [32][1340/3757] lr: 1.000e-02, eta: 5 days, 7:07:50, time: 1.650, data_time: 0.031, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7734, loss_cls: 2.0406, loss: 2.0406, grad_norm: 5.6752 2020-07-27 13:34:26,253 - mmaction - INFO - Epoch [32][1360/3757] lr: 1.000e-02, eta: 5 days, 7:07:17, time: 1.845, data_time: 0.972, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7453, loss_cls: 2.1838, loss: 2.1838, grad_norm: 5.7608 2020-07-27 13:35:01,695 - mmaction - INFO - Epoch [32][1380/3757] lr: 1.000e-02, eta: 5 days, 7:06:42, time: 1.773, data_time: 0.145, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7711, loss_cls: 1.9607, loss: 1.9607, grad_norm: 5.3613 2020-07-27 13:35:34,405 - mmaction - INFO - Epoch [32][1400/3757] lr: 1.000e-02, eta: 5 days, 7:06:00, time: 1.641, data_time: 0.041, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7711, loss_cls: 2.0285, loss: 2.0285, grad_norm: 5.6424 2020-07-27 13:36:09,876 - mmaction - INFO - Epoch [32][1420/3757] lr: 1.000e-02, eta: 5 days, 7:05:24, time: 1.768, data_time: 0.008, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7625, loss_cls: 2.0541, loss: 2.0541, grad_norm: 5.6188 2020-07-27 13:36:45,571 - mmaction - INFO - Epoch [32][1440/3757] lr: 1.000e-02, eta: 5 days, 7:04:50, time: 1.787, data_time: 0.010, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7445, loss_cls: 2.1121, loss: 2.1121, grad_norm: 5.6158 2020-07-27 13:37:22,602 - mmaction - INFO - Epoch [32][1460/3757] lr: 1.000e-02, eta: 5 days, 7:04:18, time: 1.854, data_time: 0.010, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0505, loss: 2.0505, grad_norm: 5.8090 2020-07-27 13:37:55,982 - mmaction - INFO - Epoch [32][1480/3757] lr: 1.000e-02, eta: 5 days, 7:03:37, time: 1.670, data_time: 0.015, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7852, loss_cls: 2.0047, loss: 2.0047, grad_norm: 5.7616 2020-07-27 13:38:32,198 - mmaction - INFO - Epoch [32][1500/3757] lr: 1.000e-02, eta: 5 days, 7:03:03, time: 1.809, data_time: 0.002, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 2.0469, loss: 2.0469, grad_norm: 5.6631 2020-07-27 13:39:05,299 - mmaction - INFO - Epoch [32][1520/3757] lr: 1.000e-02, eta: 5 days, 7:02:23, time: 1.657, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7516, loss_cls: 2.1042, loss: 2.1042, grad_norm: 5.8449 2020-07-27 13:39:42,317 - mmaction - INFO - Epoch [32][1540/3757] lr: 1.000e-02, eta: 5 days, 7:01:51, time: 1.848, data_time: 0.002, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7500, loss_cls: 2.0826, loss: 2.0826, grad_norm: 5.7187 2020-07-27 13:40:16,749 - mmaction - INFO - Epoch [32][1560/3757] lr: 1.000e-02, eta: 5 days, 7:01:13, time: 1.722, data_time: 0.009, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7609, loss_cls: 2.0244, loss: 2.0244, grad_norm: 5.6705 2020-07-27 13:40:53,191 - mmaction - INFO - Epoch [32][1580/3757] lr: 1.000e-02, eta: 5 days, 7:00:39, time: 1.822, data_time: 0.008, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7539, loss_cls: 2.0561, loss: 2.0561, grad_norm: 5.6732 2020-07-27 13:41:27,982 - mmaction - INFO - Epoch [32][1600/3757] lr: 1.000e-02, eta: 5 days, 7:00:02, time: 1.741, data_time: 0.005, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7805, loss_cls: 1.9533, loss: 1.9533, grad_norm: 5.5143 2020-07-27 13:42:03,076 - mmaction - INFO - Epoch [32][1620/3757] lr: 1.000e-02, eta: 5 days, 6:59:26, time: 1.751, data_time: 0.009, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7492, loss_cls: 2.0142, loss: 2.0142, grad_norm: 5.6810 2020-07-27 13:42:36,019 - mmaction - INFO - Epoch [32][1640/3757] lr: 1.000e-02, eta: 5 days, 6:58:45, time: 1.651, data_time: 0.022, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7500, loss_cls: 2.0954, loss: 2.0954, grad_norm: 5.7062 2020-07-27 13:43:14,125 - mmaction - INFO - Epoch [32][1660/3757] lr: 1.000e-02, eta: 5 days, 6:58:15, time: 1.897, data_time: 0.005, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7562, loss_cls: 2.0068, loss: 2.0068, grad_norm: 5.5880 2020-07-27 13:43:49,776 - mmaction - INFO - Epoch [32][1680/3757] lr: 1.000e-02, eta: 5 days, 6:57:40, time: 1.791, data_time: 0.012, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7477, loss_cls: 2.0479, loss: 2.0479, grad_norm: 5.7773 2020-07-27 13:44:21,135 - mmaction - INFO - Epoch [32][1700/3757] lr: 1.000e-02, eta: 5 days, 6:56:56, time: 1.568, data_time: 0.019, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7516, loss_cls: 2.0532, loss: 2.0532, grad_norm: 5.6677 2020-07-27 13:44:59,134 - mmaction - INFO - Epoch [32][1720/3757] lr: 1.000e-02, eta: 5 days, 6:56:26, time: 1.900, data_time: 0.037, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7523, loss_cls: 2.0624, loss: 2.0624, grad_norm: 5.7196 2020-07-27 13:45:31,557 - mmaction - INFO - Epoch [32][1740/3757] lr: 1.000e-02, eta: 5 days, 6:55:43, time: 1.613, data_time: 0.049, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7703, loss_cls: 1.9980, loss: 1.9980, grad_norm: 5.6851 2020-07-27 13:46:09,315 - mmaction - INFO - Epoch [32][1760/3757] lr: 1.000e-02, eta: 5 days, 6:55:12, time: 1.889, data_time: 1.223, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7500, loss_cls: 2.1335, loss: 2.1335, grad_norm: 5.9132 2020-07-27 13:46:41,714 - mmaction - INFO - Epoch [32][1780/3757] lr: 1.000e-02, eta: 5 days, 6:54:31, time: 1.627, data_time: 0.969, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7555, loss_cls: 2.0691, loss: 2.0691, grad_norm: 5.6312 2020-07-27 13:47:16,957 - mmaction - INFO - Epoch [32][1800/3757] lr: 1.000e-02, eta: 5 days, 6:53:54, time: 1.754, data_time: 0.143, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7414, loss_cls: 2.1376, loss: 2.1376, grad_norm: 5.8300 2020-07-27 13:47:52,665 - mmaction - INFO - Epoch [32][1820/3757] lr: 1.000e-02, eta: 5 days, 6:53:19, time: 1.783, data_time: 0.074, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7359, loss_cls: 2.1067, loss: 2.1067, grad_norm: 5.7280 2020-07-27 13:48:26,180 - mmaction - INFO - Epoch [32][1840/3757] lr: 1.000e-02, eta: 5 days, 6:52:40, time: 1.682, data_time: 0.020, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7750, loss_cls: 1.9963, loss: 1.9963, grad_norm: 5.5279 2020-07-27 13:49:00,978 - mmaction - INFO - Epoch [32][1860/3757] lr: 1.000e-02, eta: 5 days, 6:52:03, time: 1.741, data_time: 0.004, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7453, loss_cls: 2.0941, loss: 2.0941, grad_norm: 5.7741 2020-07-27 13:49:33,483 - mmaction - INFO - Epoch [32][1880/3757] lr: 1.000e-02, eta: 5 days, 6:51:21, time: 1.626, data_time: 0.009, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7422, loss_cls: 2.1126, loss: 2.1126, grad_norm: 5.6059 2020-07-27 13:50:08,845 - mmaction - INFO - Epoch [32][1900/3757] lr: 1.000e-02, eta: 5 days, 6:50:45, time: 1.768, data_time: 0.003, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7570, loss_cls: 2.0047, loss: 2.0047, grad_norm: 5.5302 2020-07-27 13:50:43,255 - mmaction - INFO - Epoch [32][1920/3757] lr: 1.000e-02, eta: 5 days, 6:50:07, time: 1.720, data_time: 0.003, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7828, loss_cls: 1.9731, loss: 1.9731, grad_norm: 5.5013 2020-07-27 13:51:16,183 - mmaction - INFO - Epoch [32][1940/3757] lr: 1.000e-02, eta: 5 days, 6:49:26, time: 1.638, data_time: 0.009, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7789, loss_cls: 1.9899, loss: 1.9899, grad_norm: 5.6288 2020-07-27 13:51:49,672 - mmaction - INFO - Epoch [32][1960/3757] lr: 1.000e-02, eta: 5 days, 6:48:46, time: 1.677, data_time: 0.029, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7750, loss_cls: 1.9598, loss: 1.9598, grad_norm: 5.7092 2020-07-27 13:52:24,516 - mmaction - INFO - Epoch [32][1980/3757] lr: 1.000e-02, eta: 5 days, 6:48:09, time: 1.748, data_time: 0.137, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7555, loss_cls: 2.0779, loss: 2.0779, grad_norm: 5.7050 2020-07-27 13:53:00,633 - mmaction - INFO - Epoch [32][2000/3757] lr: 1.000e-02, eta: 5 days, 6:47:35, time: 1.799, data_time: 0.008, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7633, loss_cls: 2.0274, loss: 2.0274, grad_norm: 5.7366 2020-07-27 13:53:37,276 - mmaction - INFO - Epoch [32][2020/3757] lr: 1.000e-02, eta: 5 days, 6:47:02, time: 1.837, data_time: 0.010, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7688, loss_cls: 2.0190, loss: 2.0190, grad_norm: 5.6049 2020-07-27 13:54:08,740 - mmaction - INFO - Epoch [32][2040/3757] lr: 1.000e-02, eta: 5 days, 6:46:18, time: 1.571, data_time: 0.018, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7664, loss_cls: 1.9817, loss: 1.9817, grad_norm: 5.4944 2020-07-27 13:54:42,766 - mmaction - INFO - Epoch [32][2060/3757] lr: 1.000e-02, eta: 5 days, 6:45:39, time: 1.701, data_time: 0.089, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7570, loss_cls: 2.0636, loss: 2.0636, grad_norm: 5.8848 2020-07-27 13:55:20,356 - mmaction - INFO - Epoch [32][2080/3757] lr: 1.000e-02, eta: 5 days, 6:45:08, time: 1.880, data_time: 0.121, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.1177, loss: 2.1177, grad_norm: 5.6939 2020-07-27 13:55:55,912 - mmaction - INFO - Epoch [32][2100/3757] lr: 1.000e-02, eta: 5 days, 6:44:33, time: 1.780, data_time: 0.052, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7531, loss_cls: 2.0649, loss: 2.0649, grad_norm: 5.6849 2020-07-27 13:56:30,190 - mmaction - INFO - Epoch [32][2120/3757] lr: 1.000e-02, eta: 5 days, 6:43:55, time: 1.712, data_time: 0.205, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7617, loss_cls: 2.0622, loss: 2.0622, grad_norm: 5.6914 2020-07-27 13:57:03,942 - mmaction - INFO - Epoch [32][2140/3757] lr: 1.000e-02, eta: 5 days, 6:43:16, time: 1.688, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7445, loss_cls: 2.0906, loss: 2.0906, grad_norm: 5.6910 2020-07-27 13:57:39,502 - mmaction - INFO - Epoch [32][2160/3757] lr: 1.000e-02, eta: 5 days, 6:42:40, time: 1.779, data_time: 0.016, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7438, loss_cls: 2.0713, loss: 2.0713, grad_norm: 5.5041 2020-07-27 13:58:16,615 - mmaction - INFO - Epoch [32][2180/3757] lr: 1.000e-02, eta: 5 days, 6:42:08, time: 1.857, data_time: 0.061, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7641, loss_cls: 2.0684, loss: 2.0684, grad_norm: 5.7321 2020-07-27 13:58:51,679 - mmaction - INFO - Epoch [32][2200/3757] lr: 1.000e-02, eta: 5 days, 6:41:31, time: 1.742, data_time: 0.010, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7719, loss_cls: 1.9874, loss: 1.9874, grad_norm: 5.4869 2020-07-27 13:59:26,854 - mmaction - INFO - Epoch [32][2220/3757] lr: 1.000e-02, eta: 5 days, 6:40:56, time: 1.770, data_time: 0.014, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7648, loss_cls: 2.0734, loss: 2.0734, grad_norm: 5.6922 2020-07-27 14:00:05,066 - mmaction - INFO - Epoch [32][2240/3757] lr: 1.000e-02, eta: 5 days, 6:40:25, time: 1.882, data_time: 0.009, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7625, loss_cls: 2.0045, loss: 2.0045, grad_norm: 5.6964 2020-07-27 14:00:38,072 - mmaction - INFO - Epoch [32][2260/3757] lr: 1.000e-02, eta: 5 days, 6:39:45, time: 1.672, data_time: 0.037, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7359, loss_cls: 2.0881, loss: 2.0881, grad_norm: 5.7525 2020-07-27 14:01:12,663 - mmaction - INFO - Epoch [32][2280/3757] lr: 1.000e-02, eta: 5 days, 6:39:08, time: 1.737, data_time: 0.054, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7602, loss_cls: 1.9888, loss: 1.9888, grad_norm: 5.6106 2020-07-27 14:01:50,135 - mmaction - INFO - Epoch [32][2300/3757] lr: 1.000e-02, eta: 5 days, 6:38:37, time: 1.874, data_time: 0.773, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7438, loss_cls: 2.0172, loss: 2.0172, grad_norm: 5.5865 2020-07-27 14:02:26,099 - mmaction - INFO - Epoch [32][2320/3757] lr: 1.000e-02, eta: 5 days, 6:38:02, time: 1.789, data_time: 1.070, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.1194, loss: 2.1194, grad_norm: 5.5615 2020-07-27 14:02:58,122 - mmaction - INFO - Epoch [32][2340/3757] lr: 1.000e-02, eta: 5 days, 6:37:19, time: 1.610, data_time: 0.404, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7602, loss_cls: 2.0844, loss: 2.0844, grad_norm: 5.9096 2020-07-27 14:03:36,520 - mmaction - INFO - Epoch [32][2360/3757] lr: 1.000e-02, eta: 5 days, 6:36:50, time: 1.915, data_time: 0.349, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7766, loss_cls: 1.9992, loss: 1.9992, grad_norm: 5.4903 2020-07-27 14:04:11,758 - mmaction - INFO - Epoch [32][2380/3757] lr: 1.000e-02, eta: 5 days, 6:36:14, time: 1.765, data_time: 1.170, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0856, loss: 2.0856, grad_norm: 5.7929 2020-07-27 14:04:47,282 - mmaction - INFO - Epoch [32][2400/3757] lr: 1.000e-02, eta: 5 days, 6:35:38, time: 1.771, data_time: 0.771, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0982, loss: 2.0982, grad_norm: 5.7134 2020-07-27 14:05:23,494 - mmaction - INFO - Epoch [32][2420/3757] lr: 1.000e-02, eta: 5 days, 6:35:04, time: 1.812, data_time: 0.245, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7516, loss_cls: 2.0762, loss: 2.0762, grad_norm: 5.5848 2020-07-27 14:05:54,798 - mmaction - INFO - Epoch [32][2440/3757] lr: 1.000e-02, eta: 5 days, 6:34:20, time: 1.570, data_time: 0.712, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7570, loss_cls: 2.0779, loss: 2.0779, grad_norm: 5.7593 2020-07-27 14:06:31,490 - mmaction - INFO - Epoch [32][2460/3757] lr: 1.000e-02, eta: 5 days, 6:33:47, time: 1.836, data_time: 1.017, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7625, loss_cls: 2.0168, loss: 2.0168, grad_norm: 5.5701 2020-07-27 14:07:05,903 - mmaction - INFO - Epoch [32][2480/3757] lr: 1.000e-02, eta: 5 days, 6:33:09, time: 1.721, data_time: 0.310, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7672, loss_cls: 2.0418, loss: 2.0418, grad_norm: 5.7653 2020-07-27 14:07:38,738 - mmaction - INFO - Epoch [32][2500/3757] lr: 1.000e-02, eta: 5 days, 6:32:28, time: 1.642, data_time: 0.695, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7586, loss_cls: 2.0595, loss: 2.0595, grad_norm: 5.7721 2020-07-27 14:08:16,366 - mmaction - INFO - Epoch [32][2520/3757] lr: 1.000e-02, eta: 5 days, 6:31:57, time: 1.870, data_time: 1.106, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7398, loss_cls: 2.1416, loss: 2.1416, grad_norm: 5.6913 2020-07-27 14:08:50,043 - mmaction - INFO - Epoch [32][2540/3757] lr: 1.000e-02, eta: 5 days, 6:31:18, time: 1.692, data_time: 0.624, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7570, loss_cls: 2.0306, loss: 2.0306, grad_norm: 5.6429 2020-07-27 14:09:23,192 - mmaction - INFO - Epoch [32][2560/3757] lr: 1.000e-02, eta: 5 days, 6:30:37, time: 1.654, data_time: 0.333, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7555, loss_cls: 1.9918, loss: 1.9918, grad_norm: 5.4553 2020-07-27 14:09:56,570 - mmaction - INFO - Epoch [32][2580/3757] lr: 1.000e-02, eta: 5 days, 6:29:57, time: 1.674, data_time: 0.010, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7711, loss_cls: 1.9946, loss: 1.9946, grad_norm: 5.5691 2020-07-27 14:10:36,951 - mmaction - INFO - Epoch [32][2600/3757] lr: 1.000e-02, eta: 5 days, 6:29:32, time: 2.018, data_time: 0.008, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7422, loss_cls: 2.0841, loss: 2.0841, grad_norm: 5.6260 2020-07-27 14:11:08,951 - mmaction - INFO - Epoch [32][2620/3757] lr: 1.000e-02, eta: 5 days, 6:28:49, time: 1.594, data_time: 0.080, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7641, loss_cls: 2.0537, loss: 2.0537, grad_norm: 5.6916 2020-07-27 14:11:47,632 - mmaction - INFO - Epoch [32][2640/3757] lr: 1.000e-02, eta: 5 days, 6:28:20, time: 1.934, data_time: 1.093, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 1.9588, loss: 1.9588, grad_norm: 5.6747 2020-07-27 14:12:18,062 - mmaction - INFO - Epoch [32][2660/3757] lr: 1.000e-02, eta: 5 days, 6:27:34, time: 1.530, data_time: 0.652, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7547, loss_cls: 2.0763, loss: 2.0763, grad_norm: 5.7186 2020-07-27 14:12:53,702 - mmaction - INFO - Epoch [32][2680/3757] lr: 1.000e-02, eta: 5 days, 6:26:59, time: 1.781, data_time: 0.158, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7641, loss_cls: 2.0380, loss: 2.0380, grad_norm: 5.7215 2020-07-27 14:13:30,568 - mmaction - INFO - Epoch [32][2700/3757] lr: 1.000e-02, eta: 5 days, 6:26:27, time: 1.842, data_time: 0.415, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7648, loss_cls: 2.0105, loss: 2.0105, grad_norm: 5.7215 2020-07-27 14:14:06,296 - mmaction - INFO - Epoch [32][2720/3757] lr: 1.000e-02, eta: 5 days, 6:25:52, time: 1.788, data_time: 0.675, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7570, loss_cls: 2.1123, loss: 2.1123, grad_norm: 5.6907 2020-07-27 14:14:39,181 - mmaction - INFO - Epoch [32][2740/3757] lr: 1.000e-02, eta: 5 days, 6:25:11, time: 1.642, data_time: 0.713, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7570, loss_cls: 2.0273, loss: 2.0273, grad_norm: 5.5029 2020-07-27 14:15:18,093 - mmaction - INFO - Epoch [32][2760/3757] lr: 1.000e-02, eta: 5 days, 6:24:42, time: 1.944, data_time: 0.226, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7695, loss_cls: 2.0481, loss: 2.0481, grad_norm: 5.7165 2020-07-27 14:15:50,663 - mmaction - INFO - Epoch [32][2780/3757] lr: 1.000e-02, eta: 5 days, 6:24:00, time: 1.623, data_time: 0.011, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.0951, loss: 2.0951, grad_norm: 5.6684 2020-07-27 14:16:25,098 - mmaction - INFO - Epoch [32][2800/3757] lr: 1.000e-02, eta: 5 days, 6:23:23, time: 1.730, data_time: 0.103, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7930, loss_cls: 1.9150, loss: 1.9150, grad_norm: 5.6513 2020-07-27 14:16:59,933 - mmaction - INFO - Epoch [32][2820/3757] lr: 1.000e-02, eta: 5 days, 6:22:46, time: 1.733, data_time: 0.279, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7586, loss_cls: 2.0481, loss: 2.0481, grad_norm: 5.7629 2020-07-27 14:17:36,224 - mmaction - INFO - Epoch [32][2840/3757] lr: 1.000e-02, eta: 5 days, 6:22:12, time: 1.825, data_time: 0.022, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.0492, loss: 2.0492, grad_norm: 5.7219 2020-07-27 14:18:11,700 - mmaction - INFO - Epoch [32][2860/3757] lr: 1.000e-02, eta: 5 days, 6:21:37, time: 1.773, data_time: 0.006, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7547, loss_cls: 2.0543, loss: 2.0543, grad_norm: 5.5994 2020-07-27 14:18:45,670 - mmaction - INFO - Epoch [32][2880/3757] lr: 1.000e-02, eta: 5 days, 6:20:58, time: 1.697, data_time: 0.003, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7484, loss_cls: 2.0705, loss: 2.0705, grad_norm: 5.7154 2020-07-27 14:19:18,396 - mmaction - INFO - Epoch [32][2900/3757] lr: 1.000e-02, eta: 5 days, 6:20:17, time: 1.635, data_time: 0.004, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7594, loss_cls: 2.0859, loss: 2.0859, grad_norm: 5.7134 2020-07-27 14:19:54,123 - mmaction - INFO - Epoch [32][2920/3757] lr: 1.000e-02, eta: 5 days, 6:19:41, time: 1.780, data_time: 0.011, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7367, loss_cls: 2.1414, loss: 2.1414, grad_norm: 5.6722 2020-07-27 14:20:28,964 - mmaction - INFO - Epoch [32][2940/3757] lr: 1.000e-02, eta: 5 days, 6:19:05, time: 1.750, data_time: 0.018, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7594, loss_cls: 2.0831, loss: 2.0831, grad_norm: 5.7461 2020-07-27 14:21:02,302 - mmaction - INFO - Epoch [32][2960/3757] lr: 1.000e-02, eta: 5 days, 6:18:25, time: 1.667, data_time: 0.010, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 2.0776, loss: 2.0776, grad_norm: 5.7123 2020-07-27 14:21:35,982 - mmaction - INFO - Epoch [32][2980/3757] lr: 1.000e-02, eta: 5 days, 6:17:45, time: 1.684, data_time: 0.230, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7656, loss_cls: 1.9992, loss: 1.9992, grad_norm: 5.6412 2020-07-27 14:22:14,455 - mmaction - INFO - Epoch [32][3000/3757] lr: 1.000e-02, eta: 5 days, 6:17:16, time: 1.924, data_time: 0.086, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.0987, loss: 2.0987, grad_norm: 5.7123 2020-07-27 14:22:47,137 - mmaction - INFO - Epoch [32][3020/3757] lr: 1.000e-02, eta: 5 days, 6:16:35, time: 1.634, data_time: 0.011, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7664, loss_cls: 2.0211, loss: 2.0211, grad_norm: 5.6830 2020-07-27 14:23:21,814 - mmaction - INFO - Epoch [32][3040/3757] lr: 1.000e-02, eta: 5 days, 6:15:58, time: 1.735, data_time: 0.004, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7633, loss_cls: 2.1072, loss: 2.1072, grad_norm: 5.8208 2020-07-27 14:23:57,693 - mmaction - INFO - Epoch [32][3060/3757] lr: 1.000e-02, eta: 5 days, 6:15:23, time: 1.793, data_time: 0.003, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7898, loss_cls: 1.9593, loss: 1.9593, grad_norm: 5.4736 2020-07-27 14:24:32,327 - mmaction - INFO - Epoch [32][3080/3757] lr: 1.000e-02, eta: 5 days, 6:14:46, time: 1.729, data_time: 0.010, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7625, loss_cls: 2.0415, loss: 2.0415, grad_norm: 5.6162 2020-07-27 14:25:09,422 - mmaction - INFO - Epoch [32][3100/3757] lr: 1.000e-02, eta: 5 days, 6:14:14, time: 1.857, data_time: 0.083, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7375, loss_cls: 2.1683, loss: 2.1683, grad_norm: 5.7046 2020-07-27 14:25:46,926 - mmaction - INFO - Epoch [32][3120/3757] lr: 1.000e-02, eta: 5 days, 6:13:42, time: 1.875, data_time: 0.008, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7594, loss_cls: 2.0298, loss: 2.0298, grad_norm: 5.6497 2020-07-27 14:26:21,673 - mmaction - INFO - Epoch [32][3140/3757] lr: 1.000e-02, eta: 5 days, 6:13:05, time: 1.731, data_time: 0.009, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9848, loss: 1.9848, grad_norm: 5.6437 2020-07-27 14:26:57,192 - mmaction - INFO - Epoch [32][3160/3757] lr: 1.000e-02, eta: 5 days, 6:12:30, time: 1.782, data_time: 0.010, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7641, loss_cls: 1.9804, loss: 1.9804, grad_norm: 5.4386 2020-07-27 14:27:34,917 - mmaction - INFO - Epoch [32][3180/3757] lr: 1.000e-02, eta: 5 days, 6:11:59, time: 1.886, data_time: 0.009, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7594, loss_cls: 2.0551, loss: 2.0551, grad_norm: 5.6053 2020-07-27 14:28:07,330 - mmaction - INFO - Epoch [32][3200/3757] lr: 1.000e-02, eta: 5 days, 6:11:17, time: 1.619, data_time: 0.018, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7594, loss_cls: 1.9857, loss: 1.9857, grad_norm: 5.5362 2020-07-27 14:28:39,239 - mmaction - INFO - Epoch [32][3220/3757] lr: 1.000e-02, eta: 5 days, 6:10:34, time: 1.590, data_time: 0.623, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7477, loss_cls: 2.1301, loss: 2.1301, grad_norm: 5.6229 2020-07-27 14:29:16,583 - mmaction - INFO - Epoch [32][3240/3757] lr: 1.000e-02, eta: 5 days, 6:10:03, time: 1.873, data_time: 0.217, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7695, loss_cls: 1.9548, loss: 1.9548, grad_norm: 5.6577 2020-07-27 14:29:51,871 - mmaction - INFO - Epoch [32][3260/3757] lr: 1.000e-02, eta: 5 days, 6:09:27, time: 1.765, data_time: 0.004, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7633, loss_cls: 2.0202, loss: 2.0202, grad_norm: 5.5473 2020-07-27 14:30:26,429 - mmaction - INFO - Epoch [32][3280/3757] lr: 1.000e-02, eta: 5 days, 6:08:49, time: 1.728, data_time: 0.007, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7523, loss_cls: 2.0681, loss: 2.0681, grad_norm: 5.7657 2020-07-27 14:31:04,931 - mmaction - INFO - Epoch [32][3300/3757] lr: 1.000e-02, eta: 5 days, 6:08:20, time: 1.925, data_time: 0.035, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7523, loss_cls: 2.0558, loss: 2.0558, grad_norm: 5.7902 2020-07-27 14:31:36,716 - mmaction - INFO - Epoch [32][3320/3757] lr: 1.000e-02, eta: 5 days, 6:07:37, time: 1.589, data_time: 0.009, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7586, loss_cls: 2.1375, loss: 2.1375, grad_norm: 5.8360 2020-07-27 14:32:11,039 - mmaction - INFO - Epoch [32][3340/3757] lr: 1.000e-02, eta: 5 days, 6:06:59, time: 1.717, data_time: 0.009, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7648, loss_cls: 2.0329, loss: 2.0329, grad_norm: 5.6059 2020-07-27 14:32:46,303 - mmaction - INFO - Epoch [32][3360/3757] lr: 1.000e-02, eta: 5 days, 6:06:23, time: 1.760, data_time: 0.003, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7484, loss_cls: 2.1055, loss: 2.1055, grad_norm: 5.5920 2020-07-27 14:33:24,186 - mmaction - INFO - Epoch [32][3380/3757] lr: 1.000e-02, eta: 5 days, 6:05:52, time: 1.894, data_time: 0.011, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7383, loss_cls: 2.1417, loss: 2.1417, grad_norm: 5.6454 2020-07-27 14:33:59,130 - mmaction - INFO - Epoch [32][3400/3757] lr: 1.000e-02, eta: 5 days, 6:05:16, time: 1.746, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7492, loss_cls: 2.1072, loss: 2.1072, grad_norm: 5.6333 2020-07-27 14:34:31,857 - mmaction - INFO - Epoch [32][3420/3757] lr: 1.000e-02, eta: 5 days, 6:04:34, time: 1.640, data_time: 0.055, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7648, loss_cls: 1.9894, loss: 1.9894, grad_norm: 5.5126 2020-07-27 14:35:07,588 - mmaction - INFO - Epoch [32][3440/3757] lr: 1.000e-02, eta: 5 days, 6:04:00, time: 1.786, data_time: 0.447, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7594, loss_cls: 2.0484, loss: 2.0484, grad_norm: 5.6579 2020-07-27 14:35:38,401 - mmaction - INFO - Epoch [32][3460/3757] lr: 1.000e-02, eta: 5 days, 6:03:14, time: 1.537, data_time: 0.804, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7641, loss_cls: 2.0193, loss: 2.0193, grad_norm: 5.6233 2020-07-27 14:36:15,240 - mmaction - INFO - Epoch [32][3480/3757] lr: 1.000e-02, eta: 5 days, 6:02:41, time: 1.846, data_time: 1.084, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7609, loss_cls: 2.0165, loss: 2.0165, grad_norm: 5.4912 2020-07-27 14:36:50,228 - mmaction - INFO - Epoch [32][3500/3757] lr: 1.000e-02, eta: 5 days, 6:02:05, time: 1.743, data_time: 0.708, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7805, loss_cls: 2.0268, loss: 2.0268, grad_norm: 5.5411 2020-07-27 14:37:25,408 - mmaction - INFO - Epoch [32][3520/3757] lr: 1.000e-02, eta: 5 days, 6:01:29, time: 1.766, data_time: 0.332, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7578, loss_cls: 2.0353, loss: 2.0353, grad_norm: 5.5440 2020-07-27 14:37:59,934 - mmaction - INFO - Epoch [32][3540/3757] lr: 1.000e-02, eta: 5 days, 6:00:51, time: 1.720, data_time: 0.571, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7508, loss_cls: 2.1483, loss: 2.1483, grad_norm: 5.8102 2020-07-27 14:38:39,483 - mmaction - INFO - Epoch [32][3560/3757] lr: 1.000e-02, eta: 5 days, 6:00:24, time: 1.981, data_time: 0.164, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7539, loss_cls: 2.1116, loss: 2.1116, grad_norm: 5.6220 2020-07-27 14:39:11,837 - mmaction - INFO - Epoch [32][3580/3757] lr: 1.000e-02, eta: 5 days, 5:59:42, time: 1.620, data_time: 0.367, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7695, loss_cls: 2.0193, loss: 2.0193, grad_norm: 5.4929 2020-07-27 14:39:46,935 - mmaction - INFO - Epoch [32][3600/3757] lr: 1.000e-02, eta: 5 days, 5:59:06, time: 1.749, data_time: 0.547, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7383, loss_cls: 2.1663, loss: 2.1663, grad_norm: 5.7316 2020-07-27 14:40:22,715 - mmaction - INFO - Epoch [32][3620/3757] lr: 1.000e-02, eta: 5 days, 5:58:31, time: 1.787, data_time: 1.148, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7594, loss_cls: 2.0111, loss: 2.0111, grad_norm: 5.5704 2020-07-27 14:40:57,653 - mmaction - INFO - Epoch [32][3640/3757] lr: 1.000e-02, eta: 5 days, 5:57:54, time: 1.755, data_time: 1.162, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7570, loss_cls: 2.0173, loss: 2.0173, grad_norm: 5.5223 2020-07-27 14:41:31,977 - mmaction - INFO - Epoch [32][3660/3757] lr: 1.000e-02, eta: 5 days, 5:57:17, time: 1.716, data_time: 1.026, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7547, loss_cls: 2.0794, loss: 2.0794, grad_norm: 5.6477 2020-07-27 14:42:07,398 - mmaction - INFO - Epoch [32][3680/3757] lr: 1.000e-02, eta: 5 days, 5:56:41, time: 1.772, data_time: 0.055, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7570, loss_cls: 2.0631, loss: 2.0631, grad_norm: 5.6937 2020-07-27 14:42:43,407 - mmaction - INFO - Epoch [32][3700/3757] lr: 1.000e-02, eta: 5 days, 5:56:06, time: 1.799, data_time: 0.002, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 2.0193, loss: 2.0193, grad_norm: 5.5917 2020-07-27 14:43:16,390 - mmaction - INFO - Epoch [32][3720/3757] lr: 1.000e-02, eta: 5 days, 5:55:25, time: 1.644, data_time: 0.004, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7648, loss_cls: 2.0369, loss: 2.0369, grad_norm: 5.5872 2020-07-27 14:43:52,950 - mmaction - INFO - Epoch [32][3740/3757] lr: 1.000e-02, eta: 5 days, 5:54:53, time: 1.833, data_time: 0.043, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7570, loss_cls: 2.0846, loss: 2.0846, grad_norm: 5.6526 2020-07-27 14:44:16,529 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-07-27 14:45:10,223 - mmaction - INFO - Epoch [33][20/3757] lr: 1.000e-02, eta: 5 days, 5:53:17, time: 2.590, data_time: 0.757, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7695, loss_cls: 2.0032, loss: 2.0032, grad_norm: 5.7388 2020-07-27 14:45:47,904 - mmaction - INFO - Epoch [33][40/3757] lr: 1.000e-02, eta: 5 days, 5:52:47, time: 1.885, data_time: 0.003, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7742, loss_cls: 1.9611, loss: 1.9611, grad_norm: 5.5002 2020-07-27 14:46:23,342 - mmaction - INFO - Epoch [33][60/3757] lr: 1.000e-02, eta: 5 days, 5:52:11, time: 1.768, data_time: 0.008, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7609, loss_cls: 2.0561, loss: 2.0561, grad_norm: 5.7854 2020-07-27 14:46:56,356 - mmaction - INFO - Epoch [33][80/3757] lr: 1.000e-02, eta: 5 days, 5:51:30, time: 1.654, data_time: 0.008, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7406, loss_cls: 2.0540, loss: 2.0540, grad_norm: 5.7196 2020-07-27 14:47:32,366 - mmaction - INFO - Epoch [33][100/3757] lr: 1.000e-02, eta: 5 days, 5:50:56, time: 1.792, data_time: 0.133, memory: 5170, top1_acc: 0.5609, top5_acc: 0.7961, loss_cls: 1.8625, loss: 1.8625, grad_norm: 5.4234 2020-07-27 14:48:08,308 - mmaction - INFO - Epoch [33][120/3757] lr: 1.000e-02, eta: 5 days, 5:50:21, time: 1.803, data_time: 0.018, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7625, loss_cls: 2.0388, loss: 2.0388, grad_norm: 5.6252 2020-07-27 14:48:41,574 - mmaction - INFO - Epoch [33][140/3757] lr: 1.000e-02, eta: 5 days, 5:49:41, time: 1.663, data_time: 0.613, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7750, loss_cls: 1.9474, loss: 1.9474, grad_norm: 5.5441 2020-07-27 14:49:16,849 - mmaction - INFO - Epoch [33][160/3757] lr: 1.000e-02, eta: 5 days, 5:49:05, time: 1.762, data_time: 1.175, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7961, loss_cls: 1.9028, loss: 1.9028, grad_norm: 5.6702 2020-07-27 14:49:49,187 - mmaction - INFO - Epoch [33][180/3757] lr: 1.000e-02, eta: 5 days, 5:48:23, time: 1.621, data_time: 0.443, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7820, loss_cls: 1.9264, loss: 1.9264, grad_norm: 5.7156 2020-07-27 14:50:25,031 - mmaction - INFO - Epoch [33][200/3757] lr: 1.000e-02, eta: 5 days, 5:47:48, time: 1.786, data_time: 0.205, memory: 5170, top1_acc: 0.5609, top5_acc: 0.7859, loss_cls: 1.9088, loss: 1.9088, grad_norm: 5.4578 2020-07-27 14:50:59,592 - mmaction - INFO - Epoch [33][220/3757] lr: 1.000e-02, eta: 5 days, 5:47:11, time: 1.734, data_time: 0.152, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7508, loss_cls: 2.0883, loss: 2.0883, grad_norm: 5.6644 2020-07-27 14:51:36,710 - mmaction - INFO - Epoch [33][240/3757] lr: 1.000e-02, eta: 5 days, 5:46:39, time: 1.856, data_time: 0.206, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.0602, loss: 2.0602, grad_norm: 5.7609 2020-07-27 14:52:10,245 - mmaction - INFO - Epoch [33][260/3757] lr: 1.000e-02, eta: 5 days, 5:45:59, time: 1.670, data_time: 0.113, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7766, loss_cls: 2.0545, loss: 2.0545, grad_norm: 5.8324 2020-07-27 14:52:46,194 - mmaction - INFO - Epoch [33][280/3757] lr: 1.000e-02, eta: 5 days, 5:45:25, time: 1.805, data_time: 0.076, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7711, loss_cls: 2.0141, loss: 2.0141, grad_norm: 5.8098 2020-07-27 14:53:20,185 - mmaction - INFO - Epoch [33][300/3757] lr: 1.000e-02, eta: 5 days, 5:44:46, time: 1.693, data_time: 0.788, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7688, loss_cls: 1.9703, loss: 1.9703, grad_norm: 5.6654 2020-07-27 14:53:56,746 - mmaction - INFO - Epoch [33][320/3757] lr: 1.000e-02, eta: 5 days, 5:44:13, time: 1.833, data_time: 0.273, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7633, loss_cls: 2.0814, loss: 2.0814, grad_norm: 5.7832 2020-07-27 14:54:31,831 - mmaction - INFO - Epoch [33][340/3757] lr: 1.000e-02, eta: 5 days, 5:43:37, time: 1.747, data_time: 0.127, memory: 5170, top1_acc: 0.5641, top5_acc: 0.7867, loss_cls: 1.8634, loss: 1.8634, grad_norm: 5.6391 2020-07-27 14:55:07,351 - mmaction - INFO - Epoch [33][360/3757] lr: 1.000e-02, eta: 5 days, 5:43:01, time: 1.783, data_time: 0.585, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7641, loss_cls: 1.9843, loss: 1.9843, grad_norm: 5.5968 2020-07-27 14:55:42,590 - mmaction - INFO - Epoch [33][380/3757] lr: 1.000e-02, eta: 5 days, 5:42:26, time: 1.763, data_time: 0.003, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7688, loss_cls: 2.0123, loss: 2.0123, grad_norm: 5.6155 2020-07-27 14:56:19,060 - mmaction - INFO - Epoch [33][400/3757] lr: 1.000e-02, eta: 5 days, 5:41:52, time: 1.823, data_time: 0.021, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7648, loss_cls: 2.0388, loss: 2.0388, grad_norm: 5.6985 2020-07-27 14:56:54,243 - mmaction - INFO - Epoch [33][420/3757] lr: 1.000e-02, eta: 5 days, 5:41:16, time: 1.759, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7695, loss_cls: 2.0234, loss: 2.0234, grad_norm: 5.6320 2020-07-27 14:57:28,275 - mmaction - INFO - Epoch [33][440/3757] lr: 1.000e-02, eta: 5 days, 5:40:37, time: 1.702, data_time: 0.007, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7734, loss_cls: 1.9834, loss: 1.9834, grad_norm: 5.4488 2020-07-27 14:58:04,102 - mmaction - INFO - Epoch [33][460/3757] lr: 1.000e-02, eta: 5 days, 5:40:02, time: 1.785, data_time: 0.007, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9861, loss: 1.9861, grad_norm: 5.5992 2020-07-27 14:58:38,837 - mmaction - INFO - Epoch [33][480/3757] lr: 1.000e-02, eta: 5 days, 5:39:26, time: 1.742, data_time: 0.009, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7586, loss_cls: 1.9745, loss: 1.9745, grad_norm: 5.6134 2020-07-27 14:59:17,237 - mmaction - INFO - Epoch [33][500/3757] lr: 1.000e-02, eta: 5 days, 5:38:56, time: 1.918, data_time: 0.010, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7633, loss_cls: 1.9950, loss: 1.9950, grad_norm: 5.7145 2020-07-27 14:59:54,964 - mmaction - INFO - Epoch [33][520/3757] lr: 1.000e-02, eta: 5 days, 5:38:26, time: 1.890, data_time: 0.006, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7695, loss_cls: 2.0059, loss: 2.0059, grad_norm: 5.7105 2020-07-27 15:00:23,495 - mmaction - INFO - Epoch [33][540/3757] lr: 1.000e-02, eta: 5 days, 5:37:35, time: 1.412, data_time: 0.073, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7453, loss_cls: 2.1363, loss: 2.1363, grad_norm: 5.6520 2020-07-27 15:01:01,678 - mmaction - INFO - Epoch [33][560/3757] lr: 1.000e-02, eta: 5 days, 5:37:05, time: 1.917, data_time: 0.088, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7453, loss_cls: 2.1064, loss: 2.1064, grad_norm: 5.5292 2020-07-27 15:01:38,061 - mmaction - INFO - Epoch [33][580/3757] lr: 1.000e-02, eta: 5 days, 5:36:32, time: 1.825, data_time: 0.010, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7453, loss_cls: 2.1282, loss: 2.1282, grad_norm: 5.6523 2020-07-27 15:02:13,653 - mmaction - INFO - Epoch [33][600/3757] lr: 1.000e-02, eta: 5 days, 5:35:56, time: 1.772, data_time: 0.111, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7555, loss_cls: 2.1166, loss: 2.1166, grad_norm: 5.6630 2020-07-27 15:02:48,192 - mmaction - INFO - Epoch [33][620/3757] lr: 1.000e-02, eta: 5 days, 5:35:19, time: 1.735, data_time: 0.742, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7727, loss_cls: 2.0082, loss: 2.0082, grad_norm: 5.4958 2020-07-27 15:03:24,430 - mmaction - INFO - Epoch [33][640/3757] lr: 1.000e-02, eta: 5 days, 5:34:45, time: 1.808, data_time: 0.615, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7492, loss_cls: 2.1090, loss: 2.1090, grad_norm: 5.7127 2020-07-27 15:03:59,392 - mmaction - INFO - Epoch [33][660/3757] lr: 1.000e-02, eta: 5 days, 5:34:09, time: 1.754, data_time: 0.238, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9466, loss: 1.9466, grad_norm: 5.5346 2020-07-27 15:04:35,113 - mmaction - INFO - Epoch [33][680/3757] lr: 1.000e-02, eta: 5 days, 5:33:34, time: 1.784, data_time: 0.093, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7648, loss_cls: 2.0355, loss: 2.0355, grad_norm: 5.8148 2020-07-27 15:05:11,788 - mmaction - INFO - Epoch [33][700/3757] lr: 1.000e-02, eta: 5 days, 5:33:01, time: 1.835, data_time: 0.047, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7641, loss_cls: 2.0208, loss: 2.0208, grad_norm: 5.8131 2020-07-27 15:05:45,773 - mmaction - INFO - Epoch [33][720/3757] lr: 1.000e-02, eta: 5 days, 5:32:22, time: 1.700, data_time: 0.003, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.1014, loss: 2.1014, grad_norm: 5.7637 2020-07-27 15:06:21,434 - mmaction - INFO - Epoch [33][740/3757] lr: 1.000e-02, eta: 5 days, 5:31:47, time: 1.779, data_time: 0.008, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7727, loss_cls: 2.0157, loss: 2.0157, grad_norm: 5.4441 2020-07-27 15:06:55,060 - mmaction - INFO - Epoch [33][760/3757] lr: 1.000e-02, eta: 5 days, 5:31:08, time: 1.685, data_time: 0.010, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 2.0156, loss: 2.0156, grad_norm: 5.6410 2020-07-27 15:07:29,396 - mmaction - INFO - Epoch [33][780/3757] lr: 1.000e-02, eta: 5 days, 5:30:30, time: 1.717, data_time: 0.008, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7742, loss_cls: 2.0067, loss: 2.0067, grad_norm: 5.8607 2020-07-27 15:08:06,205 - mmaction - INFO - Epoch [33][800/3757] lr: 1.000e-02, eta: 5 days, 5:29:57, time: 1.841, data_time: 0.011, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7547, loss_cls: 2.0285, loss: 2.0285, grad_norm: 5.7229 2020-07-27 15:08:38,696 - mmaction - INFO - Epoch [33][820/3757] lr: 1.000e-02, eta: 5 days, 5:29:15, time: 1.624, data_time: 0.002, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7789, loss_cls: 1.9432, loss: 1.9432, grad_norm: 5.5160 2020-07-27 15:09:13,444 - mmaction - INFO - Epoch [33][840/3757] lr: 1.000e-02, eta: 5 days, 5:28:38, time: 1.730, data_time: 0.015, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7555, loss_cls: 2.0565, loss: 2.0565, grad_norm: 5.7440 2020-07-27 15:09:45,863 - mmaction - INFO - Epoch [33][860/3757] lr: 1.000e-02, eta: 5 days, 5:27:57, time: 1.628, data_time: 0.157, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7523, loss_cls: 2.0795, loss: 2.0795, grad_norm: 5.7667 2020-07-27 15:10:23,351 - mmaction - INFO - Epoch [33][880/3757] lr: 1.000e-02, eta: 5 days, 5:27:25, time: 1.872, data_time: 0.525, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7656, loss_cls: 2.0191, loss: 2.0191, grad_norm: 5.6695 2020-07-27 15:10:56,484 - mmaction - INFO - Epoch [33][900/3757] lr: 1.000e-02, eta: 5 days, 5:26:45, time: 1.657, data_time: 0.098, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7406, loss_cls: 2.0719, loss: 2.0719, grad_norm: 5.6678 2020-07-27 15:11:32,277 - mmaction - INFO - Epoch [33][920/3757] lr: 1.000e-02, eta: 5 days, 5:26:10, time: 1.793, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.0908, loss: 2.0908, grad_norm: 5.6217 2020-07-27 15:12:05,828 - mmaction - INFO - Epoch [33][940/3757] lr: 1.000e-02, eta: 5 days, 5:25:31, time: 1.677, data_time: 0.003, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7625, loss_cls: 2.0235, loss: 2.0235, grad_norm: 5.6282 2020-07-27 15:12:43,629 - mmaction - INFO - Epoch [33][960/3757] lr: 1.000e-02, eta: 5 days, 5:25:00, time: 1.886, data_time: 0.008, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7719, loss_cls: 1.9852, loss: 1.9852, grad_norm: 5.5901 2020-07-27 15:13:18,894 - mmaction - INFO - Epoch [33][980/3757] lr: 1.000e-02, eta: 5 days, 5:24:24, time: 1.762, data_time: 0.011, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7758, loss_cls: 1.9684, loss: 1.9684, grad_norm: 5.5463 2020-07-27 15:13:54,977 - mmaction - INFO - Epoch [33][1000/3757] lr: 1.000e-02, eta: 5 days, 5:23:50, time: 1.811, data_time: 0.010, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 2.0667, loss: 2.0667, grad_norm: 5.6721 2020-07-27 15:14:29,879 - mmaction - INFO - Epoch [33][1020/3757] lr: 1.000e-02, eta: 5 days, 5:23:13, time: 1.745, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7711, loss_cls: 2.0091, loss: 2.0091, grad_norm: 5.7217 2020-07-27 15:15:04,872 - mmaction - INFO - Epoch [33][1040/3757] lr: 1.000e-02, eta: 5 days, 5:22:37, time: 1.750, data_time: 0.002, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7688, loss_cls: 2.0629, loss: 2.0629, grad_norm: 5.6650 2020-07-27 15:15:36,451 - mmaction - INFO - Epoch [33][1060/3757] lr: 1.000e-02, eta: 5 days, 5:21:53, time: 1.577, data_time: 0.175, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7594, loss_cls: 2.0563, loss: 2.0563, grad_norm: 5.7273 2020-07-27 15:16:13,782 - mmaction - INFO - Epoch [33][1080/3757] lr: 1.000e-02, eta: 5 days, 5:21:21, time: 1.861, data_time: 1.266, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7664, loss_cls: 2.0788, loss: 2.0788, grad_norm: 5.8244 2020-07-27 15:16:46,327 - mmaction - INFO - Epoch [33][1100/3757] lr: 1.000e-02, eta: 5 days, 5:20:39, time: 1.627, data_time: 1.051, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 1.9932, loss: 1.9932, grad_norm: 5.5671 2020-07-27 15:17:22,098 - mmaction - INFO - Epoch [33][1120/3757] lr: 1.000e-02, eta: 5 days, 5:20:05, time: 1.796, data_time: 0.217, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7703, loss_cls: 2.0037, loss: 2.0037, grad_norm: 5.5641 2020-07-27 15:17:58,092 - mmaction - INFO - Epoch [33][1140/3757] lr: 1.000e-02, eta: 5 days, 5:19:30, time: 1.797, data_time: 0.007, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7539, loss_cls: 2.0203, loss: 2.0203, grad_norm: 5.5663 2020-07-27 15:18:31,961 - mmaction - INFO - Epoch [33][1160/3757] lr: 1.000e-02, eta: 5 days, 5:18:52, time: 1.693, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7680, loss_cls: 2.0963, loss: 2.0963, grad_norm: 5.7403 2020-07-27 15:19:06,206 - mmaction - INFO - Epoch [33][1180/3757] lr: 1.000e-02, eta: 5 days, 5:18:14, time: 1.715, data_time: 0.011, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7586, loss_cls: 2.0282, loss: 2.0282, grad_norm: 5.6116 2020-07-27 15:19:40,390 - mmaction - INFO - Epoch [33][1200/3757] lr: 1.000e-02, eta: 5 days, 5:17:35, time: 1.710, data_time: 0.003, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.0997, loss: 2.0997, grad_norm: 5.8524 2020-07-27 15:20:17,000 - mmaction - INFO - Epoch [33][1220/3757] lr: 1.000e-02, eta: 5 days, 5:17:02, time: 1.827, data_time: 0.059, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7617, loss_cls: 1.9858, loss: 1.9858, grad_norm: 5.6376 2020-07-27 15:20:53,818 - mmaction - INFO - Epoch [33][1240/3757] lr: 1.000e-02, eta: 5 days, 5:16:30, time: 1.842, data_time: 0.116, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7562, loss_cls: 2.0394, loss: 2.0394, grad_norm: 5.6360 2020-07-27 15:21:26,573 - mmaction - INFO - Epoch [33][1260/3757] lr: 1.000e-02, eta: 5 days, 5:15:48, time: 1.630, data_time: 0.052, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7555, loss_cls: 2.1241, loss: 2.1241, grad_norm: 5.7710 2020-07-27 15:22:00,457 - mmaction - INFO - Epoch [33][1280/3757] lr: 1.000e-02, eta: 5 days, 5:15:09, time: 1.697, data_time: 0.107, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7461, loss_cls: 2.0540, loss: 2.0540, grad_norm: 5.7144 2020-07-27 15:22:35,875 - mmaction - INFO - Epoch [33][1300/3757] lr: 1.000e-02, eta: 5 days, 5:14:34, time: 1.777, data_time: 0.249, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7672, loss_cls: 2.0347, loss: 2.0347, grad_norm: 5.7164 2020-07-27 15:23:14,038 - mmaction - INFO - Epoch [33][1320/3757] lr: 1.000e-02, eta: 5 days, 5:14:04, time: 1.909, data_time: 0.032, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7578, loss_cls: 2.0589, loss: 2.0589, grad_norm: 5.6624 2020-07-27 15:23:44,864 - mmaction - INFO - Epoch [33][1340/3757] lr: 1.000e-02, eta: 5 days, 5:13:19, time: 1.541, data_time: 0.004, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7578, loss_cls: 2.0403, loss: 2.0403, grad_norm: 5.6767 2020-07-27 15:24:20,161 - mmaction - INFO - Epoch [33][1360/3757] lr: 1.000e-02, eta: 5 days, 5:12:43, time: 1.765, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7398, loss_cls: 2.0993, loss: 2.0993, grad_norm: 5.6337 2020-07-27 15:24:54,879 - mmaction - INFO - Epoch [33][1380/3757] lr: 1.000e-02, eta: 5 days, 5:12:06, time: 1.729, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7695, loss_cls: 2.0016, loss: 2.0016, grad_norm: 5.6301 2020-07-27 15:25:29,947 - mmaction - INFO - Epoch [33][1400/3757] lr: 1.000e-02, eta: 5 days, 5:11:30, time: 1.758, data_time: 0.046, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7414, loss_cls: 2.0735, loss: 2.0735, grad_norm: 5.7057 2020-07-27 15:26:04,632 - mmaction - INFO - Epoch [33][1420/3757] lr: 1.000e-02, eta: 5 days, 5:10:52, time: 1.729, data_time: 0.010, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7664, loss_cls: 2.0811, loss: 2.0811, grad_norm: 5.6570 2020-07-27 15:26:41,505 - mmaction - INFO - Epoch [33][1440/3757] lr: 1.000e-02, eta: 5 days, 5:10:20, time: 1.850, data_time: 0.311, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7516, loss_cls: 2.0362, loss: 2.0362, grad_norm: 5.5492 2020-07-27 15:27:14,909 - mmaction - INFO - Epoch [33][1460/3757] lr: 1.000e-02, eta: 5 days, 5:09:40, time: 1.663, data_time: 0.148, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7617, loss_cls: 2.0170, loss: 2.0170, grad_norm: 5.7649 2020-07-27 15:27:52,362 - mmaction - INFO - Epoch [33][1480/3757] lr: 1.000e-02, eta: 5 days, 5:09:09, time: 1.880, data_time: 0.397, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7500, loss_cls: 2.0784, loss: 2.0784, grad_norm: 5.6743 2020-07-27 15:28:29,453 - mmaction - INFO - Epoch [33][1500/3757] lr: 1.000e-02, eta: 5 days, 5:08:36, time: 1.848, data_time: 0.134, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7836, loss_cls: 1.9891, loss: 1.9891, grad_norm: 5.6119 2020-07-27 15:29:02,303 - mmaction - INFO - Epoch [33][1520/3757] lr: 1.000e-02, eta: 5 days, 5:07:56, time: 1.650, data_time: 0.132, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7656, loss_cls: 2.0536, loss: 2.0536, grad_norm: 5.8044 2020-07-27 15:29:36,110 - mmaction - INFO - Epoch [33][1540/3757] lr: 1.000e-02, eta: 5 days, 5:07:17, time: 1.684, data_time: 0.946, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7758, loss_cls: 1.9651, loss: 1.9651, grad_norm: 5.6290 2020-07-27 15:30:14,525 - mmaction - INFO - Epoch [33][1560/3757] lr: 1.000e-02, eta: 5 days, 5:06:47, time: 1.923, data_time: 0.439, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7383, loss_cls: 2.1377, loss: 2.1377, grad_norm: 5.8338 2020-07-27 15:30:50,292 - mmaction - INFO - Epoch [33][1580/3757] lr: 1.000e-02, eta: 5 days, 5:06:12, time: 1.785, data_time: 0.091, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7617, loss_cls: 2.1079, loss: 2.1079, grad_norm: 5.8142 2020-07-27 15:31:24,252 - mmaction - INFO - Epoch [33][1600/3757] lr: 1.000e-02, eta: 5 days, 5:05:34, time: 1.704, data_time: 0.009, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7984, loss_cls: 1.8898, loss: 1.8898, grad_norm: 5.5454 2020-07-27 15:32:00,647 - mmaction - INFO - Epoch [33][1620/3757] lr: 1.000e-02, eta: 5 days, 5:05:00, time: 1.811, data_time: 0.007, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7570, loss_cls: 2.0459, loss: 2.0459, grad_norm: 5.5581 2020-07-27 15:32:33,616 - mmaction - INFO - Epoch [33][1640/3757] lr: 1.000e-02, eta: 5 days, 5:04:20, time: 1.657, data_time: 0.011, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7453, loss_cls: 2.1122, loss: 2.1122, grad_norm: 5.5809 2020-07-27 15:33:09,864 - mmaction - INFO - Epoch [33][1660/3757] lr: 1.000e-02, eta: 5 days, 5:03:46, time: 1.811, data_time: 0.007, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7742, loss_cls: 1.9512, loss: 1.9512, grad_norm: 5.5003 2020-07-27 15:33:47,135 - mmaction - INFO - Epoch [33][1680/3757] lr: 1.000e-02, eta: 5 days, 5:03:14, time: 1.865, data_time: 0.003, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7734, loss_cls: 1.9804, loss: 1.9804, grad_norm: 5.6411 2020-07-27 15:34:19,982 - mmaction - INFO - Epoch [33][1700/3757] lr: 1.000e-02, eta: 5 days, 5:02:33, time: 1.634, data_time: 0.007, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7617, loss_cls: 2.0380, loss: 2.0380, grad_norm: 5.7569 2020-07-27 15:34:53,322 - mmaction - INFO - Epoch [33][1720/3757] lr: 1.000e-02, eta: 5 days, 5:01:53, time: 1.676, data_time: 0.012, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7625, loss_cls: 2.0855, loss: 2.0855, grad_norm: 5.8239 2020-07-27 15:35:27,289 - mmaction - INFO - Epoch [33][1740/3757] lr: 1.000e-02, eta: 5 days, 5:01:14, time: 1.689, data_time: 0.008, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7547, loss_cls: 1.9949, loss: 1.9949, grad_norm: 5.5638 2020-07-27 15:36:02,768 - mmaction - INFO - Epoch [33][1760/3757] lr: 1.000e-02, eta: 5 days, 5:00:39, time: 1.784, data_time: 0.013, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7578, loss_cls: 2.0240, loss: 2.0240, grad_norm: 5.7624 2020-07-27 15:36:39,623 - mmaction - INFO - Epoch [33][1780/3757] lr: 1.000e-02, eta: 5 days, 5:00:06, time: 1.834, data_time: 0.007, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7742, loss_cls: 1.9396, loss: 1.9396, grad_norm: 5.6052 2020-07-27 15:37:15,634 - mmaction - INFO - Epoch [33][1800/3757] lr: 1.000e-02, eta: 5 days, 4:59:32, time: 1.803, data_time: 0.012, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7602, loss_cls: 2.0388, loss: 2.0388, grad_norm: 5.7538 2020-07-27 15:37:48,608 - mmaction - INFO - Epoch [33][1820/3757] lr: 1.000e-02, eta: 5 days, 4:58:51, time: 1.654, data_time: 0.009, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.1857, loss: 2.1857, grad_norm: 5.8400 2020-07-27 15:38:23,858 - mmaction - INFO - Epoch [33][1840/3757] lr: 1.000e-02, eta: 5 days, 4:58:15, time: 1.756, data_time: 0.642, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7547, loss_cls: 2.0651, loss: 2.0651, grad_norm: 5.5641 2020-07-27 15:38:59,922 - mmaction - INFO - Epoch [33][1860/3757] lr: 1.000e-02, eta: 5 days, 4:57:41, time: 1.808, data_time: 0.612, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7586, loss_cls: 2.0512, loss: 2.0512, grad_norm: 5.6028 2020-07-27 15:39:34,346 - mmaction - INFO - Epoch [33][1880/3757] lr: 1.000e-02, eta: 5 days, 4:57:03, time: 1.717, data_time: 0.599, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7602, loss_cls: 2.0640, loss: 2.0640, grad_norm: 5.5342 2020-07-27 15:40:11,258 - mmaction - INFO - Epoch [33][1900/3757] lr: 1.000e-02, eta: 5 days, 4:56:31, time: 1.850, data_time: 0.017, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7867, loss_cls: 1.9336, loss: 1.9336, grad_norm: 5.5239 2020-07-27 15:40:42,874 - mmaction - INFO - Epoch [33][1920/3757] lr: 1.000e-02, eta: 5 days, 4:55:48, time: 1.582, data_time: 0.004, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.0794, loss: 2.0794, grad_norm: 5.7670 2020-07-27 15:41:19,407 - mmaction - INFO - Epoch [33][1940/3757] lr: 1.000e-02, eta: 5 days, 4:55:14, time: 1.825, data_time: 0.018, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7516, loss_cls: 2.0447, loss: 2.0447, grad_norm: 5.6362 2020-07-27 15:41:56,536 - mmaction - INFO - Epoch [33][1960/3757] lr: 1.000e-02, eta: 5 days, 4:54:42, time: 1.854, data_time: 0.009, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7758, loss_cls: 1.9691, loss: 1.9691, grad_norm: 5.5765 2020-07-27 15:42:31,175 - mmaction - INFO - Epoch [33][1980/3757] lr: 1.000e-02, eta: 5 days, 4:54:05, time: 1.734, data_time: 0.007, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7781, loss_cls: 1.9272, loss: 1.9272, grad_norm: 5.5594 2020-07-27 15:43:03,845 - mmaction - INFO - Epoch [33][2000/3757] lr: 1.000e-02, eta: 5 days, 4:53:24, time: 1.635, data_time: 0.010, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7695, loss_cls: 2.0663, loss: 2.0663, grad_norm: 5.8278 2020-07-27 15:43:43,680 - mmaction - INFO - Epoch [33][2020/3757] lr: 1.000e-02, eta: 5 days, 4:52:57, time: 1.988, data_time: 0.003, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0943, loss: 2.0943, grad_norm: 5.8405 2020-07-27 15:44:18,123 - mmaction - INFO - Epoch [33][2040/3757] lr: 1.000e-02, eta: 5 days, 4:52:20, time: 1.724, data_time: 0.011, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7891, loss_cls: 1.9380, loss: 1.9380, grad_norm: 5.5390 2020-07-27 15:44:51,781 - mmaction - INFO - Epoch [33][2060/3757] lr: 1.000e-02, eta: 5 days, 4:51:40, time: 1.675, data_time: 0.010, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7727, loss_cls: 2.0329, loss: 2.0329, grad_norm: 5.7299 2020-07-27 15:45:27,183 - mmaction - INFO - Epoch [33][2080/3757] lr: 1.000e-02, eta: 5 days, 4:51:05, time: 1.775, data_time: 0.012, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7328, loss_cls: 2.1174, loss: 2.1174, grad_norm: 5.5614 2020-07-27 15:46:01,571 - mmaction - INFO - Epoch [33][2100/3757] lr: 1.000e-02, eta: 5 days, 4:50:27, time: 1.723, data_time: 0.009, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7547, loss_cls: 2.0434, loss: 2.0434, grad_norm: 5.6247 2020-07-27 15:46:39,507 - mmaction - INFO - Epoch [33][2120/3757] lr: 1.000e-02, eta: 5 days, 4:49:57, time: 1.897, data_time: 0.010, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7555, loss_cls: 2.0820, loss: 2.0820, grad_norm: 5.6769 2020-07-27 15:47:11,212 - mmaction - INFO - Epoch [33][2140/3757] lr: 1.000e-02, eta: 5 days, 4:49:13, time: 1.587, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.0677, loss: 2.0677, grad_norm: 5.7066 2020-07-27 15:47:47,410 - mmaction - INFO - Epoch [33][2160/3757] lr: 1.000e-02, eta: 5 days, 4:48:39, time: 1.801, data_time: 0.007, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0469, loss: 2.0469, grad_norm: 5.6928 2020-07-27 15:48:24,604 - mmaction - INFO - Epoch [33][2180/3757] lr: 1.000e-02, eta: 5 days, 4:48:07, time: 1.866, data_time: 0.031, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7461, loss_cls: 2.1087, loss: 2.1087, grad_norm: 5.6435 2020-07-27 15:48:54,167 - mmaction - INFO - Epoch [33][2200/3757] lr: 1.000e-02, eta: 5 days, 4:47:20, time: 1.473, data_time: 0.009, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7602, loss_cls: 1.9968, loss: 1.9968, grad_norm: 5.4087 2020-07-27 15:49:33,895 - mmaction - INFO - Epoch [33][2220/3757] lr: 1.000e-02, eta: 5 days, 4:46:53, time: 1.991, data_time: 0.051, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7695, loss_cls: 1.9575, loss: 1.9575, grad_norm: 5.5396 2020-07-27 15:50:06,109 - mmaction - INFO - Epoch [33][2240/3757] lr: 1.000e-02, eta: 5 days, 4:46:11, time: 1.612, data_time: 0.280, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7641, loss_cls: 2.0382, loss: 2.0382, grad_norm: 5.6363 2020-07-27 15:50:39,006 - mmaction - INFO - Epoch [33][2260/3757] lr: 1.000e-02, eta: 5 days, 4:45:30, time: 1.645, data_time: 0.697, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7672, loss_cls: 2.0120, loss: 2.0120, grad_norm: 5.7489 2020-07-27 15:51:14,106 - mmaction - INFO - Epoch [33][2280/3757] lr: 1.000e-02, eta: 5 days, 4:44:54, time: 1.750, data_time: 0.785, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7617, loss_cls: 2.0371, loss: 2.0371, grad_norm: 5.6974 2020-07-27 15:51:48,543 - mmaction - INFO - Epoch [33][2300/3757] lr: 1.000e-02, eta: 5 days, 4:44:16, time: 1.727, data_time: 0.306, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7695, loss_cls: 1.9918, loss: 1.9918, grad_norm: 5.4778 2020-07-27 15:52:25,649 - mmaction - INFO - Epoch [33][2320/3757] lr: 1.000e-02, eta: 5 days, 4:43:44, time: 1.855, data_time: 0.010, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0666, loss: 2.0666, grad_norm: 5.7522 2020-07-27 15:53:00,176 - mmaction - INFO - Epoch [33][2340/3757] lr: 1.000e-02, eta: 5 days, 4:43:07, time: 1.727, data_time: 0.004, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7461, loss_cls: 2.1012, loss: 2.1012, grad_norm: 5.9232 2020-07-27 15:53:35,364 - mmaction - INFO - Epoch [33][2360/3757] lr: 1.000e-02, eta: 5 days, 4:42:30, time: 1.751, data_time: 0.008, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7414, loss_cls: 2.1209, loss: 2.1209, grad_norm: 5.7687 2020-07-27 15:54:10,857 - mmaction - INFO - Epoch [33][2380/3757] lr: 1.000e-02, eta: 5 days, 4:41:55, time: 1.782, data_time: 0.011, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7570, loss_cls: 2.0494, loss: 2.0494, grad_norm: 5.5848 2020-07-27 15:54:46,016 - mmaction - INFO - Epoch [33][2400/3757] lr: 1.000e-02, eta: 5 days, 4:41:19, time: 1.759, data_time: 0.009, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7719, loss_cls: 2.0216, loss: 2.0216, grad_norm: 5.7126 2020-07-27 15:55:25,282 - mmaction - INFO - Epoch [33][2420/3757] lr: 1.000e-02, eta: 5 days, 4:40:51, time: 1.957, data_time: 0.004, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7711, loss_cls: 2.0077, loss: 2.0077, grad_norm: 5.6722 2020-07-27 15:55:57,387 - mmaction - INFO - Epoch [33][2440/3757] lr: 1.000e-02, eta: 5 days, 4:40:09, time: 1.611, data_time: 0.009, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7477, loss_cls: 2.0812, loss: 2.0812, grad_norm: 5.6954 2020-07-27 15:56:31,545 - mmaction - INFO - Epoch [33][2460/3757] lr: 1.000e-02, eta: 5 days, 4:39:31, time: 1.700, data_time: 0.008, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7672, loss_cls: 1.9997, loss: 1.9997, grad_norm: 5.4394 2020-07-27 15:57:05,270 - mmaction - INFO - Epoch [33][2480/3757] lr: 1.000e-02, eta: 5 days, 4:38:52, time: 1.694, data_time: 0.011, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7695, loss_cls: 1.9744, loss: 1.9744, grad_norm: 5.5091 2020-07-27 15:57:42,254 - mmaction - INFO - Epoch [33][2500/3757] lr: 1.000e-02, eta: 5 days, 4:38:19, time: 1.842, data_time: 0.008, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7727, loss_cls: 2.0368, loss: 2.0368, grad_norm: 5.5756 2020-07-27 15:58:14,015 - mmaction - INFO - Epoch [33][2520/3757] lr: 1.000e-02, eta: 5 days, 4:37:36, time: 1.590, data_time: 0.010, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1165, loss: 2.1165, grad_norm: 5.6561 2020-07-27 15:58:50,847 - mmaction - INFO - Epoch [33][2540/3757] lr: 1.000e-02, eta: 5 days, 4:37:04, time: 1.846, data_time: 0.429, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7688, loss_cls: 2.0280, loss: 2.0280, grad_norm: 5.6103 2020-07-27 15:59:28,665 - mmaction - INFO - Epoch [33][2560/3757] lr: 1.000e-02, eta: 5 days, 4:36:33, time: 1.892, data_time: 0.182, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7828, loss_cls: 1.9070, loss: 1.9070, grad_norm: 5.6010 2020-07-27 16:00:11,101 - mmaction - INFO - Epoch [33][2580/3757] lr: 1.000e-02, eta: 5 days, 4:36:12, time: 2.116, data_time: 0.008, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7719, loss_cls: 1.9814, loss: 1.9814, grad_norm: 5.7022 2020-07-27 16:00:37,234 - mmaction - INFO - Epoch [33][2600/3757] lr: 1.000e-02, eta: 5 days, 4:35:17, time: 1.312, data_time: 0.403, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7570, loss_cls: 2.0981, loss: 2.0981, grad_norm: 5.6990 2020-07-27 16:01:14,458 - mmaction - INFO - Epoch [33][2620/3757] lr: 1.000e-02, eta: 5 days, 4:34:45, time: 1.856, data_time: 0.396, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7625, loss_cls: 2.1020, loss: 2.1020, grad_norm: 5.8957 2020-07-27 16:01:48,614 - mmaction - INFO - Epoch [33][2640/3757] lr: 1.000e-02, eta: 5 days, 4:34:07, time: 1.714, data_time: 0.151, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7641, loss_cls: 2.0077, loss: 2.0077, grad_norm: 5.4981 2020-07-27 16:02:22,561 - mmaction - INFO - Epoch [33][2660/3757] lr: 1.000e-02, eta: 5 days, 4:33:28, time: 1.694, data_time: 0.034, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7578, loss_cls: 2.0342, loss: 2.0342, grad_norm: 5.5504 2020-07-27 16:03:00,303 - mmaction - INFO - Epoch [33][2680/3757] lr: 1.000e-02, eta: 5 days, 4:32:58, time: 1.889, data_time: 0.008, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7719, loss_cls: 1.9758, loss: 1.9758, grad_norm: 5.6079 2020-07-27 16:03:35,266 - mmaction - INFO - Epoch [33][2700/3757] lr: 1.000e-02, eta: 5 days, 4:32:21, time: 1.747, data_time: 0.004, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7695, loss_cls: 1.9801, loss: 1.9801, grad_norm: 5.5971 2020-07-27 16:04:09,503 - mmaction - INFO - Epoch [33][2720/3757] lr: 1.000e-02, eta: 5 days, 4:31:43, time: 1.713, data_time: 0.010, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.2057, loss: 2.2057, grad_norm: 6.0664 2020-07-27 16:04:44,064 - mmaction - INFO - Epoch [33][2740/3757] lr: 1.000e-02, eta: 5 days, 4:31:06, time: 1.728, data_time: 0.043, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7555, loss_cls: 2.0999, loss: 2.0999, grad_norm: 5.6911 2020-07-27 16:05:21,304 - mmaction - INFO - Epoch [33][2760/3757] lr: 1.000e-02, eta: 5 days, 4:30:34, time: 1.855, data_time: 0.109, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7477, loss_cls: 2.0626, loss: 2.0626, grad_norm: 5.6867 2020-07-27 16:05:57,369 - mmaction - INFO - Epoch [33][2780/3757] lr: 1.000e-02, eta: 5 days, 4:30:00, time: 1.811, data_time: 0.011, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7539, loss_cls: 2.0688, loss: 2.0688, grad_norm: 5.6690 2020-07-27 16:06:32,049 - mmaction - INFO - Epoch [33][2800/3757] lr: 1.000e-02, eta: 5 days, 4:29:22, time: 1.730, data_time: 0.008, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7711, loss_cls: 1.9801, loss: 1.9801, grad_norm: 5.4677 2020-07-27 16:07:07,857 - mmaction - INFO - Epoch [33][2820/3757] lr: 1.000e-02, eta: 5 days, 4:28:48, time: 1.788, data_time: 0.009, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7484, loss_cls: 2.0828, loss: 2.0828, grad_norm: 5.5165 2020-07-27 16:07:42,391 - mmaction - INFO - Epoch [33][2840/3757] lr: 1.000e-02, eta: 5 days, 4:28:10, time: 1.732, data_time: 0.008, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7570, loss_cls: 2.0439, loss: 2.0439, grad_norm: 5.4624 2020-07-27 16:08:16,458 - mmaction - INFO - Epoch [33][2860/3757] lr: 1.000e-02, eta: 5 days, 4:27:32, time: 1.700, data_time: 0.008, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7609, loss_cls: 2.0207, loss: 2.0207, grad_norm: 5.6697 2020-07-27 16:08:52,615 - mmaction - INFO - Epoch [33][2880/3757] lr: 1.000e-02, eta: 5 days, 4:26:58, time: 1.809, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7562, loss_cls: 2.0449, loss: 2.0449, grad_norm: 5.6088 2020-07-27 16:09:26,314 - mmaction - INFO - Epoch [33][2900/3757] lr: 1.000e-02, eta: 5 days, 4:26:19, time: 1.683, data_time: 0.130, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7758, loss_cls: 2.0331, loss: 2.0331, grad_norm: 5.7496 2020-07-27 16:10:01,025 - mmaction - INFO - Epoch [33][2920/3757] lr: 1.000e-02, eta: 5 days, 4:25:42, time: 1.737, data_time: 0.009, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7461, loss_cls: 2.1174, loss: 2.1174, grad_norm: 5.5862 2020-07-27 16:10:40,413 - mmaction - INFO - Epoch [33][2940/3757] lr: 1.000e-02, eta: 5 days, 4:25:14, time: 1.972, data_time: 0.020, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7648, loss_cls: 1.9890, loss: 1.9890, grad_norm: 5.4124 2020-07-27 16:11:16,008 - mmaction - INFO - Epoch [33][2960/3757] lr: 1.000e-02, eta: 5 days, 4:24:39, time: 1.777, data_time: 0.007, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7758, loss_cls: 1.9983, loss: 1.9983, grad_norm: 5.6215 2020-07-27 16:11:48,369 - mmaction - INFO - Epoch [33][2980/3757] lr: 1.000e-02, eta: 5 days, 4:23:57, time: 1.618, data_time: 0.008, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7656, loss_cls: 2.0251, loss: 2.0251, grad_norm: 5.6441 2020-07-27 16:12:24,521 - mmaction - INFO - Epoch [33][3000/3757] lr: 1.000e-02, eta: 5 days, 4:23:23, time: 1.804, data_time: 0.387, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7398, loss_cls: 2.1607, loss: 2.1607, grad_norm: 5.8504 2020-07-27 16:12:56,086 - mmaction - INFO - Epoch [33][3020/3757] lr: 1.000e-02, eta: 5 days, 4:22:40, time: 1.584, data_time: 0.195, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7547, loss_cls: 1.9981, loss: 1.9981, grad_norm: 5.4385 2020-07-27 16:13:34,435 - mmaction - INFO - Epoch [33][3040/3757] lr: 1.000e-02, eta: 5 days, 4:22:10, time: 1.911, data_time: 0.665, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7602, loss_cls: 2.0398, loss: 2.0398, grad_norm: 5.5298 2020-07-27 16:14:10,874 - mmaction - INFO - Epoch [33][3060/3757] lr: 1.000e-02, eta: 5 days, 4:21:37, time: 1.830, data_time: 0.119, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7461, loss_cls: 2.1443, loss: 2.1443, grad_norm: 5.8077 2020-07-27 16:14:41,894 - mmaction - INFO - Epoch [33][3080/3757] lr: 1.000e-02, eta: 5 days, 4:20:52, time: 1.545, data_time: 0.007, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7602, loss_cls: 2.0309, loss: 2.0309, grad_norm: 5.6803 2020-07-27 16:15:18,410 - mmaction - INFO - Epoch [33][3100/3757] lr: 1.000e-02, eta: 5 days, 4:20:19, time: 1.827, data_time: 0.136, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0576, loss: 2.0576, grad_norm: 5.6393 2020-07-27 16:15:57,858 - mmaction - INFO - Epoch [33][3120/3757] lr: 1.000e-02, eta: 5 days, 4:19:51, time: 1.975, data_time: 0.007, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7625, loss_cls: 2.0192, loss: 2.0192, grad_norm: 5.6835 2020-07-27 16:16:32,399 - mmaction - INFO - Epoch [33][3140/3757] lr: 1.000e-02, eta: 5 days, 4:19:14, time: 1.722, data_time: 0.009, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7484, loss_cls: 2.1108, loss: 2.1108, grad_norm: 5.7152 2020-07-27 16:17:05,106 - mmaction - INFO - Epoch [33][3160/3757] lr: 1.000e-02, eta: 5 days, 4:18:33, time: 1.641, data_time: 0.012, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7578, loss_cls: 2.0492, loss: 2.0492, grad_norm: 5.5685 2020-07-27 16:17:39,330 - mmaction - INFO - Epoch [33][3180/3757] lr: 1.000e-02, eta: 5 days, 4:17:55, time: 1.712, data_time: 0.012, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7617, loss_cls: 2.0586, loss: 2.0586, grad_norm: 5.6763 2020-07-27 16:18:14,017 - mmaction - INFO - Epoch [33][3200/3757] lr: 1.000e-02, eta: 5 days, 4:17:18, time: 1.728, data_time: 0.128, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.0878, loss: 2.0878, grad_norm: 5.8499 2020-07-27 16:18:49,643 - mmaction - INFO - Epoch [33][3220/3757] lr: 1.000e-02, eta: 5 days, 4:16:43, time: 1.787, data_time: 0.065, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7719, loss_cls: 2.0335, loss: 2.0335, grad_norm: 5.7687 2020-07-27 16:19:25,513 - mmaction - INFO - Epoch [33][3240/3757] lr: 1.000e-02, eta: 5 days, 4:16:08, time: 1.795, data_time: 0.593, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7562, loss_cls: 2.0030, loss: 2.0030, grad_norm: 5.6711 2020-07-27 16:20:01,049 - mmaction - INFO - Epoch [33][3260/3757] lr: 1.000e-02, eta: 5 days, 4:15:33, time: 1.776, data_time: 0.019, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7523, loss_cls: 2.0280, loss: 2.0280, grad_norm: 5.6154 2020-07-27 16:20:36,067 - mmaction - INFO - Epoch [33][3280/3757] lr: 1.000e-02, eta: 5 days, 4:14:56, time: 1.752, data_time: 0.072, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7789, loss_cls: 1.9067, loss: 1.9067, grad_norm: 5.4553 2020-07-27 16:21:12,721 - mmaction - INFO - Epoch [33][3300/3757] lr: 1.000e-02, eta: 5 days, 4:14:23, time: 1.825, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7594, loss_cls: 2.0249, loss: 2.0249, grad_norm: 5.6509 2020-07-27 16:21:50,083 - mmaction - INFO - Epoch [33][3320/3757] lr: 1.000e-02, eta: 5 days, 4:13:52, time: 1.875, data_time: 0.011, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7586, loss_cls: 1.9920, loss: 1.9920, grad_norm: 5.5994 2020-07-27 16:22:22,321 - mmaction - INFO - Epoch [33][3340/3757] lr: 1.000e-02, eta: 5 days, 4:13:09, time: 1.607, data_time: 0.008, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7570, loss_cls: 2.1300, loss: 2.1300, grad_norm: 5.7661 2020-07-27 16:23:00,741 - mmaction - INFO - Epoch [33][3360/3757] lr: 1.000e-02, eta: 5 days, 4:12:40, time: 1.926, data_time: 0.010, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7445, loss_cls: 2.1294, loss: 2.1294, grad_norm: 5.9220 2020-07-27 16:23:35,922 - mmaction - INFO - Epoch [33][3380/3757] lr: 1.000e-02, eta: 5 days, 4:12:04, time: 1.757, data_time: 0.066, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7250, loss_cls: 2.2411, loss: 2.2411, grad_norm: 5.7738 2020-07-27 16:24:10,762 - mmaction - INFO - Epoch [33][3400/3757] lr: 1.000e-02, eta: 5 days, 4:11:27, time: 1.736, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7398, loss_cls: 2.1229, loss: 2.1229, grad_norm: 5.5618 2020-07-27 16:24:43,988 - mmaction - INFO - Epoch [33][3420/3757] lr: 1.000e-02, eta: 5 days, 4:10:47, time: 1.669, data_time: 0.020, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7672, loss_cls: 1.9895, loss: 1.9895, grad_norm: 5.4319 2020-07-27 16:25:18,065 - mmaction - INFO - Epoch [33][3440/3757] lr: 1.000e-02, eta: 5 days, 4:10:08, time: 1.696, data_time: 0.300, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7617, loss_cls: 2.0426, loss: 2.0426, grad_norm: 5.5199 2020-07-27 16:25:54,415 - mmaction - INFO - Epoch [33][3460/3757] lr: 1.000e-02, eta: 5 days, 4:09:35, time: 1.822, data_time: 0.866, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7680, loss_cls: 1.9615, loss: 1.9615, grad_norm: 5.7041 2020-07-27 16:26:28,867 - mmaction - INFO - Epoch [33][3480/3757] lr: 1.000e-02, eta: 5 days, 4:08:58, time: 1.726, data_time: 0.983, memory: 5170, top1_acc: 0.5680, top5_acc: 0.7891, loss_cls: 1.8988, loss: 1.8988, grad_norm: 5.4802 2020-07-27 16:27:03,184 - mmaction - INFO - Epoch [33][3500/3757] lr: 1.000e-02, eta: 5 days, 4:08:20, time: 1.715, data_time: 0.786, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7711, loss_cls: 2.0351, loss: 2.0351, grad_norm: 5.6169 2020-07-27 16:27:40,283 - mmaction - INFO - Epoch [33][3520/3757] lr: 1.000e-02, eta: 5 days, 4:07:48, time: 1.856, data_time: 0.217, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7477, loss_cls: 2.1385, loss: 2.1385, grad_norm: 5.9858 2020-07-27 16:28:14,094 - mmaction - INFO - Epoch [33][3540/3757] lr: 1.000e-02, eta: 5 days, 4:07:09, time: 1.688, data_time: 0.876, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7703, loss_cls: 2.0294, loss: 2.0294, grad_norm: 5.7214 2020-07-27 16:28:51,785 - mmaction - INFO - Epoch [33][3560/3757] lr: 1.000e-02, eta: 5 days, 4:06:38, time: 1.881, data_time: 0.572, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0648, loss: 2.0648, grad_norm: 5.7180 2020-07-27 16:29:26,983 - mmaction - INFO - Epoch [33][3580/3757] lr: 1.000e-02, eta: 5 days, 4:06:02, time: 1.765, data_time: 0.352, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7672, loss_cls: 2.0385, loss: 2.0385, grad_norm: 5.7013 2020-07-27 16:30:03,411 - mmaction - INFO - Epoch [33][3600/3757] lr: 1.000e-02, eta: 5 days, 4:05:28, time: 1.817, data_time: 0.029, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7617, loss_cls: 2.0326, loss: 2.0326, grad_norm: 5.5884 2020-07-27 16:30:39,479 - mmaction - INFO - Epoch [33][3620/3757] lr: 1.000e-02, eta: 5 days, 4:04:54, time: 1.809, data_time: 0.102, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7617, loss_cls: 2.0927, loss: 2.0927, grad_norm: 5.8914 2020-07-27 16:31:12,129 - mmaction - INFO - Epoch [33][3640/3757] lr: 1.000e-02, eta: 5 days, 4:04:13, time: 1.633, data_time: 0.009, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7820, loss_cls: 2.0544, loss: 2.0544, grad_norm: 5.8278 2020-07-27 16:31:47,696 - mmaction - INFO - Epoch [33][3660/3757] lr: 1.000e-02, eta: 5 days, 4:03:37, time: 1.778, data_time: 0.468, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7758, loss_cls: 2.0182, loss: 2.0182, grad_norm: 5.7575 2020-07-27 16:32:21,922 - mmaction - INFO - Epoch [33][3680/3757] lr: 1.000e-02, eta: 5 days, 4:02:59, time: 1.711, data_time: 1.047, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7469, loss_cls: 2.1586, loss: 2.1586, grad_norm: 5.6999 2020-07-27 16:32:58,191 - mmaction - INFO - Epoch [33][3700/3757] lr: 1.000e-02, eta: 5 days, 4:02:25, time: 1.807, data_time: 0.646, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7391, loss_cls: 2.0890, loss: 2.0890, grad_norm: 5.7390 2020-07-27 16:33:33,321 - mmaction - INFO - Epoch [33][3720/3757] lr: 1.000e-02, eta: 5 days, 4:01:49, time: 1.763, data_time: 1.179, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7797, loss_cls: 1.9607, loss: 1.9607, grad_norm: 5.4753 2020-07-27 16:34:07,737 - mmaction - INFO - Epoch [33][3740/3757] lr: 1.000e-02, eta: 5 days, 4:01:12, time: 1.713, data_time: 0.751, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7711, loss_cls: 1.9857, loss: 1.9857, grad_norm: 5.5378 2020-07-27 16:34:31,565 - mmaction - INFO - Saving checkpoint at 33 epochs 2020-07-27 16:35:23,680 - mmaction - INFO - Epoch [34][20/3757] lr: 1.000e-02, eta: 5 days, 3:59:34, time: 2.499, data_time: 1.145, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7594, loss_cls: 2.0064, loss: 2.0064, grad_norm: 5.5499 2020-07-27 16:35:58,559 - mmaction - INFO - Epoch [34][40/3757] lr: 1.000e-02, eta: 5 days, 3:58:58, time: 1.749, data_time: 0.072, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7539, loss_cls: 2.0983, loss: 2.0983, grad_norm: 5.7542 2020-07-27 16:36:34,231 - mmaction - INFO - Epoch [34][60/3757] lr: 1.000e-02, eta: 5 days, 3:58:23, time: 1.782, data_time: 0.008, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7680, loss_cls: 1.9706, loss: 1.9706, grad_norm: 5.5198 2020-07-27 16:37:11,066 - mmaction - INFO - Epoch [34][80/3757] lr: 1.000e-02, eta: 5 days, 3:57:50, time: 1.844, data_time: 0.181, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7664, loss_cls: 2.0061, loss: 2.0061, grad_norm: 5.4345 2020-07-27 16:37:42,042 - mmaction - INFO - Epoch [34][100/3757] lr: 1.000e-02, eta: 5 days, 3:57:05, time: 1.546, data_time: 0.007, memory: 5170, top1_acc: 0.5656, top5_acc: 0.7945, loss_cls: 1.8660, loss: 1.8660, grad_norm: 5.3633 2020-07-27 16:38:19,053 - mmaction - INFO - Epoch [34][120/3757] lr: 1.000e-02, eta: 5 days, 3:56:33, time: 1.844, data_time: 0.145, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7633, loss_cls: 2.0111, loss: 2.0111, grad_norm: 5.5492 2020-07-27 16:38:56,561 - mmaction - INFO - Epoch [34][140/3757] lr: 1.000e-02, eta: 5 days, 3:56:02, time: 1.883, data_time: 0.054, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7750, loss_cls: 1.9591, loss: 1.9591, grad_norm: 5.5581 2020-07-27 16:39:30,553 - mmaction - INFO - Epoch [34][160/3757] lr: 1.000e-02, eta: 5 days, 3:55:23, time: 1.693, data_time: 0.009, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7734, loss_cls: 1.9281, loss: 1.9281, grad_norm: 5.5591 2020-07-27 16:40:02,454 - mmaction - INFO - Epoch [34][180/3757] lr: 1.000e-02, eta: 5 days, 3:54:41, time: 1.603, data_time: 0.010, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7812, loss_cls: 1.9074, loss: 1.9074, grad_norm: 5.5839 2020-07-27 16:40:39,928 - mmaction - INFO - Epoch [34][200/3757] lr: 1.000e-02, eta: 5 days, 3:54:09, time: 1.874, data_time: 0.004, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7742, loss_cls: 1.9947, loss: 1.9947, grad_norm: 5.7642 2020-07-27 16:41:14,436 - mmaction - INFO - Epoch [34][220/3757] lr: 1.000e-02, eta: 5 days, 3:53:32, time: 1.725, data_time: 0.002, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7727, loss_cls: 1.9700, loss: 1.9700, grad_norm: 5.6562 2020-07-27 16:41:50,189 - mmaction - INFO - Epoch [34][240/3757] lr: 1.000e-02, eta: 5 days, 3:52:57, time: 1.789, data_time: 0.008, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7531, loss_cls: 2.0400, loss: 2.0400, grad_norm: 5.7200 2020-07-27 16:42:26,897 - mmaction - INFO - Epoch [34][260/3757] lr: 1.000e-02, eta: 5 days, 3:52:23, time: 1.826, data_time: 0.002, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7844, loss_cls: 1.9183, loss: 1.9183, grad_norm: 5.6081 2020-07-27 16:43:03,403 - mmaction - INFO - Epoch [34][280/3757] lr: 1.000e-02, eta: 5 days, 3:51:50, time: 1.834, data_time: 0.012, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7555, loss_cls: 2.0632, loss: 2.0632, grad_norm: 5.6732 2020-07-27 16:43:39,697 - mmaction - INFO - Epoch [34][300/3757] lr: 1.000e-02, eta: 5 days, 3:51:17, time: 1.814, data_time: 0.003, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7680, loss_cls: 2.0613, loss: 2.0613, grad_norm: 5.9093 2020-07-27 16:44:16,450 - mmaction - INFO - Epoch [34][320/3757] lr: 1.000e-02, eta: 5 days, 3:50:43, time: 1.830, data_time: 0.008, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7461, loss_cls: 2.0801, loss: 2.0801, grad_norm: 5.7263 2020-07-27 16:44:50,461 - mmaction - INFO - Epoch [34][340/3757] lr: 1.000e-02, eta: 5 days, 3:50:05, time: 1.710, data_time: 0.011, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7609, loss_cls: 1.9991, loss: 1.9991, grad_norm: 5.6621 2020-07-27 16:45:24,004 - mmaction - INFO - Epoch [34][360/3757] lr: 1.000e-02, eta: 5 days, 3:49:26, time: 1.669, data_time: 0.002, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7688, loss_cls: 1.9815, loss: 1.9815, grad_norm: 5.7458 2020-07-27 16:46:00,616 - mmaction - INFO - Epoch [34][380/3757] lr: 1.000e-02, eta: 5 days, 3:48:53, time: 1.838, data_time: 0.058, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7680, loss_cls: 2.0193, loss: 2.0193, grad_norm: 5.6123 2020-07-27 16:46:35,440 - mmaction - INFO - Epoch [34][400/3757] lr: 1.000e-02, eta: 5 days, 3:48:16, time: 1.740, data_time: 0.134, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0335, loss: 2.0335, grad_norm: 5.7363 2020-07-27 16:47:12,426 - mmaction - INFO - Epoch [34][420/3757] lr: 1.000e-02, eta: 5 days, 3:47:43, time: 1.842, data_time: 0.742, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7422, loss_cls: 2.0510, loss: 2.0510, grad_norm: 5.6200 2020-07-27 16:47:46,303 - mmaction - INFO - Epoch [34][440/3757] lr: 1.000e-02, eta: 5 days, 3:47:05, time: 1.703, data_time: 0.011, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7648, loss_cls: 2.0201, loss: 2.0201, grad_norm: 5.8644 2020-07-27 16:48:22,682 - mmaction - INFO - Epoch [34][460/3757] lr: 1.000e-02, eta: 5 days, 3:46:31, time: 1.819, data_time: 0.402, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7820, loss_cls: 2.0087, loss: 2.0087, grad_norm: 5.5207 2020-07-27 16:48:57,812 - mmaction - INFO - Epoch [34][480/3757] lr: 1.000e-02, eta: 5 days, 3:45:55, time: 1.753, data_time: 1.178, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7758, loss_cls: 1.9842, loss: 1.9842, grad_norm: 5.6835 2020-07-27 16:49:32,444 - mmaction - INFO - Epoch [34][500/3757] lr: 1.000e-02, eta: 5 days, 3:45:18, time: 1.731, data_time: 0.471, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7859, loss_cls: 1.9425, loss: 1.9425, grad_norm: 5.5357 2020-07-27 16:50:05,846 - mmaction - INFO - Epoch [34][520/3757] lr: 1.000e-02, eta: 5 days, 3:44:38, time: 1.671, data_time: 0.130, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7555, loss_cls: 2.0264, loss: 2.0264, grad_norm: 5.6135 2020-07-27 16:50:42,800 - mmaction - INFO - Epoch [34][540/3757] lr: 1.000e-02, eta: 5 days, 3:44:06, time: 1.850, data_time: 0.448, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7719, loss_cls: 2.0446, loss: 2.0446, grad_norm: 5.7604 2020-07-27 16:51:18,224 - mmaction - INFO - Epoch [34][560/3757] lr: 1.000e-02, eta: 5 days, 3:43:30, time: 1.770, data_time: 0.008, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7547, loss_cls: 2.0672, loss: 2.0672, grad_norm: 5.7391 2020-07-27 16:51:52,106 - mmaction - INFO - Epoch [34][580/3757] lr: 1.000e-02, eta: 5 days, 3:42:52, time: 1.694, data_time: 0.010, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7656, loss_cls: 2.0208, loss: 2.0208, grad_norm: 5.7778 2020-07-27 16:52:26,216 - mmaction - INFO - Epoch [34][600/3757] lr: 1.000e-02, eta: 5 days, 3:42:14, time: 1.707, data_time: 0.004, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7617, loss_cls: 2.0677, loss: 2.0677, grad_norm: 5.7092 2020-07-27 16:53:01,289 - mmaction - INFO - Epoch [34][620/3757] lr: 1.000e-02, eta: 5 days, 3:41:37, time: 1.754, data_time: 0.008, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7578, loss_cls: 2.0100, loss: 2.0100, grad_norm: 5.6563 2020-07-27 16:53:32,997 - mmaction - INFO - Epoch [34][640/3757] lr: 1.000e-02, eta: 5 days, 3:40:54, time: 1.583, data_time: 0.002, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7680, loss_cls: 2.0169, loss: 2.0169, grad_norm: 5.6901 2020-07-27 16:54:09,465 - mmaction - INFO - Epoch [34][660/3757] lr: 1.000e-02, eta: 5 days, 3:40:20, time: 1.818, data_time: 0.052, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7711, loss_cls: 1.9810, loss: 1.9810, grad_norm: 5.8109 2020-07-27 16:54:44,615 - mmaction - INFO - Epoch [34][680/3757] lr: 1.000e-02, eta: 5 days, 3:39:45, time: 1.764, data_time: 0.011, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7781, loss_cls: 1.9320, loss: 1.9320, grad_norm: 5.6703 2020-07-27 16:55:20,608 - mmaction - INFO - Epoch [34][700/3757] lr: 1.000e-02, eta: 5 days, 3:39:10, time: 1.791, data_time: 0.010, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7672, loss_cls: 1.9647, loss: 1.9647, grad_norm: 5.7300 2020-07-27 16:55:56,482 - mmaction - INFO - Epoch [34][720/3757] lr: 1.000e-02, eta: 5 days, 3:38:36, time: 1.802, data_time: 0.012, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7688, loss_cls: 1.9482, loss: 1.9482, grad_norm: 5.8363 2020-07-27 16:56:32,549 - mmaction - INFO - Epoch [34][740/3757] lr: 1.000e-02, eta: 5 days, 3:38:01, time: 1.799, data_time: 0.008, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7844, loss_cls: 1.9286, loss: 1.9286, grad_norm: 5.6857 2020-07-27 16:57:08,927 - mmaction - INFO - Epoch [34][760/3757] lr: 1.000e-02, eta: 5 days, 3:37:28, time: 1.824, data_time: 0.010, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7508, loss_cls: 2.0397, loss: 2.0397, grad_norm: 5.8823 2020-07-27 16:57:43,809 - mmaction - INFO - Epoch [34][780/3757] lr: 1.000e-02, eta: 5 days, 3:36:51, time: 1.738, data_time: 0.008, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7586, loss_cls: 2.0343, loss: 2.0343, grad_norm: 5.6703 2020-07-27 16:58:18,726 - mmaction - INFO - Epoch [34][800/3757] lr: 1.000e-02, eta: 5 days, 3:36:14, time: 1.751, data_time: 0.009, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7758, loss_cls: 1.9700, loss: 1.9700, grad_norm: 5.6114 2020-07-27 16:58:55,223 - mmaction - INFO - Epoch [34][820/3757] lr: 1.000e-02, eta: 5 days, 3:35:41, time: 1.824, data_time: 0.009, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.0167, loss: 2.0167, grad_norm: 5.7732 2020-07-27 16:59:26,886 - mmaction - INFO - Epoch [34][840/3757] lr: 1.000e-02, eta: 5 days, 3:34:58, time: 1.584, data_time: 0.004, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7641, loss_cls: 2.0189, loss: 2.0189, grad_norm: 5.6309 2020-07-27 17:00:02,498 - mmaction - INFO - Epoch [34][860/3757] lr: 1.000e-02, eta: 5 days, 3:34:23, time: 1.776, data_time: 0.009, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7648, loss_cls: 1.9983, loss: 1.9983, grad_norm: 5.6102 2020-07-27 17:00:34,556 - mmaction - INFO - Epoch [34][880/3757] lr: 1.000e-02, eta: 5 days, 3:33:40, time: 1.594, data_time: 0.010, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7719, loss_cls: 1.9308, loss: 1.9308, grad_norm: 5.5880 2020-07-27 17:01:11,325 - mmaction - INFO - Epoch [34][900/3757] lr: 1.000e-02, eta: 5 days, 3:33:07, time: 1.845, data_time: 0.211, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7711, loss_cls: 1.9998, loss: 1.9998, grad_norm: 5.6767 2020-07-27 17:01:44,886 - mmaction - INFO - Epoch [34][920/3757] lr: 1.000e-02, eta: 5 days, 3:32:28, time: 1.684, data_time: 0.305, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7562, loss_cls: 2.0907, loss: 2.0907, grad_norm: 5.8585 2020-07-27 17:02:19,476 - mmaction - INFO - Epoch [34][940/3757] lr: 1.000e-02, eta: 5 days, 3:31:51, time: 1.726, data_time: 0.100, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7734, loss_cls: 1.9825, loss: 1.9825, grad_norm: 5.5785 2020-07-27 17:02:55,263 - mmaction - INFO - Epoch [34][960/3757] lr: 1.000e-02, eta: 5 days, 3:31:16, time: 1.791, data_time: 0.797, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7719, loss_cls: 1.9886, loss: 1.9886, grad_norm: 5.6258 2020-07-27 17:03:29,099 - mmaction - INFO - Epoch [34][980/3757] lr: 1.000e-02, eta: 5 days, 3:30:38, time: 1.694, data_time: 0.496, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7547, loss_cls: 2.0627, loss: 2.0627, grad_norm: 5.6761 2020-07-27 17:04:01,500 - mmaction - INFO - Epoch [34][1000/3757] lr: 1.000e-02, eta: 5 days, 3:29:56, time: 1.621, data_time: 0.004, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7688, loss_cls: 2.0300, loss: 2.0300, grad_norm: 5.6405 2020-07-27 17:04:38,612 - mmaction - INFO - Epoch [34][1020/3757] lr: 1.000e-02, eta: 5 days, 3:29:23, time: 1.848, data_time: 0.228, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7812, loss_cls: 1.9606, loss: 1.9606, grad_norm: 5.5830 2020-07-27 17:05:14,194 - mmaction - INFO - Epoch [34][1040/3757] lr: 1.000e-02, eta: 5 days, 3:28:48, time: 1.778, data_time: 0.832, memory: 5170, top1_acc: 0.5602, top5_acc: 0.8000, loss_cls: 1.8631, loss: 1.8631, grad_norm: 5.5703 2020-07-27 17:05:50,827 - mmaction - INFO - Epoch [34][1060/3757] lr: 1.000e-02, eta: 5 days, 3:28:15, time: 1.838, data_time: 1.124, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7672, loss_cls: 2.0021, loss: 2.0021, grad_norm: 5.8003 2020-07-27 17:06:26,403 - mmaction - INFO - Epoch [34][1080/3757] lr: 1.000e-02, eta: 5 days, 3:27:40, time: 1.780, data_time: 0.890, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7672, loss_cls: 1.9699, loss: 1.9699, grad_norm: 5.5882 2020-07-27 17:07:00,035 - mmaction - INFO - Epoch [34][1100/3757] lr: 1.000e-02, eta: 5 days, 3:27:01, time: 1.682, data_time: 0.566, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7625, loss_cls: 2.0089, loss: 2.0089, grad_norm: 5.7764 2020-07-27 17:07:33,862 - mmaction - INFO - Epoch [34][1120/3757] lr: 1.000e-02, eta: 5 days, 3:26:22, time: 1.693, data_time: 0.078, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7711, loss_cls: 2.0340, loss: 2.0340, grad_norm: 5.7755 2020-07-27 17:08:08,793 - mmaction - INFO - Epoch [34][1140/3757] lr: 1.000e-02, eta: 5 days, 3:25:46, time: 1.745, data_time: 0.073, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.1764, loss: 2.1764, grad_norm: 5.9511 2020-07-27 17:08:44,949 - mmaction - INFO - Epoch [34][1160/3757] lr: 1.000e-02, eta: 5 days, 3:25:11, time: 1.804, data_time: 0.008, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7484, loss_cls: 2.0518, loss: 2.0518, grad_norm: 5.6999 2020-07-27 17:09:19,232 - mmaction - INFO - Epoch [34][1180/3757] lr: 1.000e-02, eta: 5 days, 3:24:33, time: 1.712, data_time: 0.201, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7594, loss_cls: 2.0398, loss: 2.0398, grad_norm: 5.7773 2020-07-27 17:09:53,965 - mmaction - INFO - Epoch [34][1200/3757] lr: 1.000e-02, eta: 5 days, 3:23:57, time: 1.742, data_time: 0.056, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.9691, loss: 1.9691, grad_norm: 5.7195 2020-07-27 17:10:29,808 - mmaction - INFO - Epoch [34][1220/3757] lr: 1.000e-02, eta: 5 days, 3:23:22, time: 1.794, data_time: 0.019, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7633, loss_cls: 2.0426, loss: 2.0426, grad_norm: 5.6411 2020-07-27 17:11:05,757 - mmaction - INFO - Epoch [34][1240/3757] lr: 1.000e-02, eta: 5 days, 3:22:48, time: 1.797, data_time: 0.649, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.0369, loss: 2.0369, grad_norm: 5.7338 2020-07-27 17:11:42,192 - mmaction - INFO - Epoch [34][1260/3757] lr: 1.000e-02, eta: 5 days, 3:22:14, time: 1.812, data_time: 0.011, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7617, loss_cls: 1.9929, loss: 1.9929, grad_norm: 5.4695 2020-07-27 17:12:17,488 - mmaction - INFO - Epoch [34][1280/3757] lr: 1.000e-02, eta: 5 days, 3:21:38, time: 1.774, data_time: 0.011, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7547, loss_cls: 2.0717, loss: 2.0717, grad_norm: 5.6594 2020-07-27 17:12:52,780 - mmaction - INFO - Epoch [34][1300/3757] lr: 1.000e-02, eta: 5 days, 3:21:02, time: 1.764, data_time: 0.003, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7672, loss_cls: 2.0465, loss: 2.0465, grad_norm: 5.6578 2020-07-27 17:13:28,305 - mmaction - INFO - Epoch [34][1320/3757] lr: 1.000e-02, eta: 5 days, 3:20:27, time: 1.775, data_time: 0.009, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7695, loss_cls: 2.0157, loss: 2.0157, grad_norm: 5.6905 2020-07-27 17:14:01,964 - mmaction - INFO - Epoch [34][1340/3757] lr: 1.000e-02, eta: 5 days, 3:19:48, time: 1.686, data_time: 0.487, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7656, loss_cls: 2.0116, loss: 2.0116, grad_norm: 5.6922 2020-07-27 17:14:38,254 - mmaction - INFO - Epoch [34][1360/3757] lr: 1.000e-02, eta: 5 days, 3:19:14, time: 1.805, data_time: 0.997, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7820, loss_cls: 1.9346, loss: 1.9346, grad_norm: 5.7438 2020-07-27 17:15:16,501 - mmaction - INFO - Epoch [34][1380/3757] lr: 1.000e-02, eta: 5 days, 3:18:44, time: 1.914, data_time: 0.297, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7812, loss_cls: 1.9889, loss: 1.9889, grad_norm: 5.7941 2020-07-27 17:15:51,446 - mmaction - INFO - Epoch [34][1400/3757] lr: 1.000e-02, eta: 5 days, 3:18:08, time: 1.751, data_time: 0.150, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7820, loss_cls: 1.9236, loss: 1.9236, grad_norm: 5.6283 2020-07-27 17:16:26,486 - mmaction - INFO - Epoch [34][1420/3757] lr: 1.000e-02, eta: 5 days, 3:17:31, time: 1.747, data_time: 0.010, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0801, loss: 2.0801, grad_norm: 5.7957 2020-07-27 17:16:58,370 - mmaction - INFO - Epoch [34][1440/3757] lr: 1.000e-02, eta: 5 days, 3:16:49, time: 1.602, data_time: 0.132, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7617, loss_cls: 2.0075, loss: 2.0075, grad_norm: 5.8841 2020-07-27 17:17:39,013 - mmaction - INFO - Epoch [34][1460/3757] lr: 1.000e-02, eta: 5 days, 3:16:24, time: 2.032, data_time: 0.169, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7758, loss_cls: 1.9724, loss: 1.9724, grad_norm: 5.6202 2020-07-27 17:18:10,993 - mmaction - INFO - Epoch [34][1480/3757] lr: 1.000e-02, eta: 5 days, 3:15:41, time: 1.599, data_time: 0.007, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7633, loss_cls: 2.0047, loss: 2.0047, grad_norm: 5.7024 2020-07-27 17:18:44,489 - mmaction - INFO - Epoch [34][1500/3757] lr: 1.000e-02, eta: 5 days, 3:15:02, time: 1.676, data_time: 0.039, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7852, loss_cls: 2.0202, loss: 2.0202, grad_norm: 5.8164 2020-07-27 17:19:22,144 - mmaction - INFO - Epoch [34][1520/3757] lr: 1.000e-02, eta: 5 days, 3:14:31, time: 1.877, data_time: 0.011, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7523, loss_cls: 2.0384, loss: 2.0384, grad_norm: 5.6407 2020-07-27 17:19:57,136 - mmaction - INFO - Epoch [34][1540/3757] lr: 1.000e-02, eta: 5 days, 3:13:54, time: 1.755, data_time: 0.009, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7773, loss_cls: 1.9048, loss: 1.9048, grad_norm: 5.6739 2020-07-27 17:20:29,976 - mmaction - INFO - Epoch [34][1560/3757] lr: 1.000e-02, eta: 5 days, 3:13:13, time: 1.636, data_time: 0.008, memory: 5170, top1_acc: 0.5648, top5_acc: 0.7852, loss_cls: 1.8963, loss: 1.8963, grad_norm: 5.4215 2020-07-27 17:21:04,320 - mmaction - INFO - Epoch [34][1580/3757] lr: 1.000e-02, eta: 5 days, 3:12:36, time: 1.723, data_time: 0.010, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7305, loss_cls: 2.1925, loss: 2.1925, grad_norm: 5.8949 2020-07-27 17:21:41,581 - mmaction - INFO - Epoch [34][1600/3757] lr: 1.000e-02, eta: 5 days, 3:12:04, time: 1.862, data_time: 0.009, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7625, loss_cls: 2.0403, loss: 2.0403, grad_norm: 5.5714 2020-07-27 17:22:15,392 - mmaction - INFO - Epoch [34][1620/3757] lr: 1.000e-02, eta: 5 days, 3:11:25, time: 1.686, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7430, loss_cls: 2.0936, loss: 2.0936, grad_norm: 5.7611 2020-07-27 17:22:50,467 - mmaction - INFO - Epoch [34][1640/3757] lr: 1.000e-02, eta: 5 days, 3:10:49, time: 1.760, data_time: 0.014, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7648, loss_cls: 2.0920, loss: 2.0920, grad_norm: 5.8831 2020-07-27 17:23:25,563 - mmaction - INFO - Epoch [34][1660/3757] lr: 1.000e-02, eta: 5 days, 3:10:13, time: 1.754, data_time: 0.003, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7695, loss_cls: 1.9902, loss: 1.9902, grad_norm: 5.5228 2020-07-27 17:24:01,057 - mmaction - INFO - Epoch [34][1680/3757] lr: 1.000e-02, eta: 5 days, 3:09:38, time: 1.775, data_time: 0.186, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7781, loss_cls: 1.9710, loss: 1.9710, grad_norm: 5.6140 2020-07-27 17:24:35,395 - mmaction - INFO - Epoch [34][1700/3757] lr: 1.000e-02, eta: 5 days, 3:09:00, time: 1.714, data_time: 0.008, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7648, loss_cls: 2.0262, loss: 2.0262, grad_norm: 5.7650 2020-07-27 17:25:12,267 - mmaction - INFO - Epoch [34][1720/3757] lr: 1.000e-02, eta: 5 days, 3:08:27, time: 1.839, data_time: 0.008, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7617, loss_cls: 2.0928, loss: 2.0928, grad_norm: 5.8020 2020-07-27 17:25:48,867 - mmaction - INFO - Epoch [34][1740/3757] lr: 1.000e-02, eta: 5 days, 3:07:54, time: 1.835, data_time: 0.009, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7562, loss_cls: 2.0621, loss: 2.0621, grad_norm: 5.7220 2020-07-27 17:26:19,779 - mmaction - INFO - Epoch [34][1760/3757] lr: 1.000e-02, eta: 5 days, 3:07:09, time: 1.548, data_time: 0.266, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7648, loss_cls: 2.0337, loss: 2.0337, grad_norm: 5.7459 2020-07-27 17:26:55,892 - mmaction - INFO - Epoch [34][1780/3757] lr: 1.000e-02, eta: 5 days, 3:06:35, time: 1.804, data_time: 0.565, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0261, loss: 2.0261, grad_norm: 5.6918 2020-07-27 17:27:30,767 - mmaction - INFO - Epoch [34][1800/3757] lr: 1.000e-02, eta: 5 days, 3:05:59, time: 1.743, data_time: 1.158, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7641, loss_cls: 1.9987, loss: 1.9987, grad_norm: 5.6482 2020-07-27 17:28:05,474 - mmaction - INFO - Epoch [34][1820/3757] lr: 1.000e-02, eta: 5 days, 3:05:22, time: 1.734, data_time: 1.132, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7656, loss_cls: 1.9902, loss: 1.9902, grad_norm: 5.6307 2020-07-27 17:28:41,382 - mmaction - INFO - Epoch [34][1840/3757] lr: 1.000e-02, eta: 5 days, 3:04:47, time: 1.799, data_time: 1.168, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7727, loss_cls: 1.9799, loss: 1.9799, grad_norm: 5.7608 2020-07-27 17:29:13,951 - mmaction - INFO - Epoch [34][1860/3757] lr: 1.000e-02, eta: 5 days, 3:04:06, time: 1.628, data_time: 1.039, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7562, loss_cls: 2.1029, loss: 2.1029, grad_norm: 5.8982 2020-07-27 17:29:52,596 - mmaction - INFO - Epoch [34][1880/3757] lr: 1.000e-02, eta: 5 days, 3:03:36, time: 1.926, data_time: 0.631, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7672, loss_cls: 2.1044, loss: 2.1044, grad_norm: 5.6218 2020-07-27 17:30:28,279 - mmaction - INFO - Epoch [34][1900/3757] lr: 1.000e-02, eta: 5 days, 3:03:01, time: 1.781, data_time: 0.009, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7797, loss_cls: 1.9313, loss: 1.9313, grad_norm: 5.8281 2020-07-27 17:31:05,172 - mmaction - INFO - Epoch [34][1920/3757] lr: 1.000e-02, eta: 5 days, 3:02:29, time: 1.848, data_time: 0.012, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7633, loss_cls: 1.9773, loss: 1.9773, grad_norm: 5.7920 2020-07-27 17:31:40,664 - mmaction - INFO - Epoch [34][1940/3757] lr: 1.000e-02, eta: 5 days, 3:01:54, time: 1.778, data_time: 0.009, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7469, loss_cls: 2.1387, loss: 2.1387, grad_norm: 5.9949 2020-07-27 17:32:15,628 - mmaction - INFO - Epoch [34][1960/3757] lr: 1.000e-02, eta: 5 days, 3:01:17, time: 1.751, data_time: 0.013, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7539, loss_cls: 2.0659, loss: 2.0659, grad_norm: 5.6706 2020-07-27 17:32:49,250 - mmaction - INFO - Epoch [34][1980/3757] lr: 1.000e-02, eta: 5 days, 3:00:38, time: 1.677, data_time: 0.455, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7633, loss_cls: 2.0346, loss: 2.0346, grad_norm: 5.7705 2020-07-27 17:33:25,217 - mmaction - INFO - Epoch [34][2000/3757] lr: 1.000e-02, eta: 5 days, 3:00:03, time: 1.795, data_time: 0.110, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7430, loss_cls: 2.1819, loss: 2.1819, grad_norm: 5.7853 2020-07-27 17:33:58,385 - mmaction - INFO - Epoch [34][2020/3757] lr: 1.000e-02, eta: 5 days, 2:59:24, time: 1.665, data_time: 0.035, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 2.0445, loss: 2.0445, grad_norm: 5.6606 2020-07-27 17:34:33,164 - mmaction - INFO - Epoch [34][2040/3757] lr: 1.000e-02, eta: 5 days, 2:58:47, time: 1.735, data_time: 0.133, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7531, loss_cls: 2.0602, loss: 2.0602, grad_norm: 5.5661 2020-07-27 17:35:09,196 - mmaction - INFO - Epoch [34][2060/3757] lr: 1.000e-02, eta: 5 days, 2:58:12, time: 1.806, data_time: 0.009, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7680, loss_cls: 2.0224, loss: 2.0224, grad_norm: 5.6707 2020-07-27 17:35:41,573 - mmaction - INFO - Epoch [34][2080/3757] lr: 1.000e-02, eta: 5 days, 2:57:31, time: 1.619, data_time: 0.083, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7625, loss_cls: 2.0311, loss: 2.0311, grad_norm: 5.5811 2020-07-27 17:36:15,323 - mmaction - INFO - Epoch [34][2100/3757] lr: 1.000e-02, eta: 5 days, 2:56:52, time: 1.680, data_time: 0.187, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7750, loss_cls: 1.9650, loss: 1.9650, grad_norm: 5.5715 2020-07-27 17:36:54,123 - mmaction - INFO - Epoch [34][2120/3757] lr: 1.000e-02, eta: 5 days, 2:56:23, time: 1.947, data_time: 0.464, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7773, loss_cls: 1.9552, loss: 1.9552, grad_norm: 5.6916 2020-07-27 17:37:25,724 - mmaction - INFO - Epoch [34][2140/3757] lr: 1.000e-02, eta: 5 days, 2:55:40, time: 1.573, data_time: 0.201, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 2.0015, loss: 2.0015, grad_norm: 5.6403 2020-07-27 17:38:03,524 - mmaction - INFO - Epoch [34][2160/3757] lr: 1.000e-02, eta: 5 days, 2:55:09, time: 1.897, data_time: 0.790, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7492, loss_cls: 2.1209, loss: 2.1209, grad_norm: 5.8517 2020-07-27 17:38:39,657 - mmaction - INFO - Epoch [34][2180/3757] lr: 1.000e-02, eta: 5 days, 2:54:35, time: 1.800, data_time: 0.136, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7914, loss_cls: 1.9280, loss: 1.9280, grad_norm: 5.6494 2020-07-27 17:39:12,550 - mmaction - INFO - Epoch [34][2200/3757] lr: 1.000e-02, eta: 5 days, 2:53:55, time: 1.653, data_time: 0.010, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7648, loss_cls: 1.9888, loss: 1.9888, grad_norm: 5.6228 2020-07-27 17:39:46,548 - mmaction - INFO - Epoch [34][2220/3757] lr: 1.000e-02, eta: 5 days, 2:53:16, time: 1.697, data_time: 0.009, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7508, loss_cls: 2.0624, loss: 2.0624, grad_norm: 5.7179 2020-07-27 17:40:25,734 - mmaction - INFO - Epoch [34][2240/3757] lr: 1.000e-02, eta: 5 days, 2:52:48, time: 1.963, data_time: 0.015, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7625, loss_cls: 2.0707, loss: 2.0707, grad_norm: 5.8362 2020-07-27 17:41:01,034 - mmaction - INFO - Epoch [34][2260/3757] lr: 1.000e-02, eta: 5 days, 2:52:12, time: 1.765, data_time: 0.003, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7461, loss_cls: 2.1320, loss: 2.1320, grad_norm: 5.6982 2020-07-27 17:41:35,372 - mmaction - INFO - Epoch [34][2280/3757] lr: 1.000e-02, eta: 5 days, 2:51:34, time: 1.712, data_time: 0.007, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7594, loss_cls: 1.9917, loss: 1.9917, grad_norm: 5.6280 2020-07-27 17:42:13,489 - mmaction - INFO - Epoch [34][2300/3757] lr: 1.000e-02, eta: 5 days, 2:51:04, time: 1.905, data_time: 0.010, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.0563, loss: 2.0563, grad_norm: 5.7691 2020-07-27 17:42:47,892 - mmaction - INFO - Epoch [34][2320/3757] lr: 1.000e-02, eta: 5 days, 2:50:27, time: 1.725, data_time: 0.008, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7625, loss_cls: 2.0086, loss: 2.0086, grad_norm: 5.6262 2020-07-27 17:43:20,199 - mmaction - INFO - Epoch [34][2340/3757] lr: 1.000e-02, eta: 5 days, 2:49:45, time: 1.606, data_time: 0.011, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7805, loss_cls: 1.9187, loss: 1.9187, grad_norm: 5.4068 2020-07-27 17:43:56,441 - mmaction - INFO - Epoch [34][2360/3757] lr: 1.000e-02, eta: 5 days, 2:49:11, time: 1.822, data_time: 0.024, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0794, loss: 2.0794, grad_norm: 5.7137 2020-07-27 17:44:31,861 - mmaction - INFO - Epoch [34][2380/3757] lr: 1.000e-02, eta: 5 days, 2:48:35, time: 1.765, data_time: 0.008, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7594, loss_cls: 2.0304, loss: 2.0304, grad_norm: 5.6143 2020-07-27 17:45:03,693 - mmaction - INFO - Epoch [34][2400/3757] lr: 1.000e-02, eta: 5 days, 2:47:53, time: 1.596, data_time: 0.009, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7680, loss_cls: 2.0687, loss: 2.0687, grad_norm: 5.7124 2020-07-27 17:45:39,569 - mmaction - INFO - Epoch [34][2420/3757] lr: 1.000e-02, eta: 5 days, 2:47:18, time: 1.794, data_time: 0.003, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.0529, loss: 2.0529, grad_norm: 5.7157 2020-07-27 17:46:11,316 - mmaction - INFO - Epoch [34][2440/3757] lr: 1.000e-02, eta: 5 days, 2:46:36, time: 1.587, data_time: 0.008, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7438, loss_cls: 1.9968, loss: 1.9968, grad_norm: 5.5830 2020-07-27 17:46:47,751 - mmaction - INFO - Epoch [34][2460/3757] lr: 1.000e-02, eta: 5 days, 2:46:02, time: 1.822, data_time: 0.004, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.0582, loss: 2.0582, grad_norm: 5.7330 2020-07-27 17:47:21,254 - mmaction - INFO - Epoch [34][2480/3757] lr: 1.000e-02, eta: 5 days, 2:45:22, time: 1.668, data_time: 0.010, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7547, loss_cls: 2.0438, loss: 2.0438, grad_norm: 5.5219 2020-07-27 17:47:55,182 - mmaction - INFO - Epoch [34][2500/3757] lr: 1.000e-02, eta: 5 days, 2:44:44, time: 1.704, data_time: 0.027, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7648, loss_cls: 2.0695, loss: 2.0695, grad_norm: 5.8199 2020-07-27 17:48:33,189 - mmaction - INFO - Epoch [34][2520/3757] lr: 1.000e-02, eta: 5 days, 2:44:14, time: 1.900, data_time: 0.003, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7750, loss_cls: 1.9926, loss: 1.9926, grad_norm: 5.7302 2020-07-27 17:49:07,867 - mmaction - INFO - Epoch [34][2540/3757] lr: 1.000e-02, eta: 5 days, 2:43:37, time: 1.734, data_time: 0.009, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7719, loss_cls: 1.9654, loss: 1.9654, grad_norm: 5.6734 2020-07-27 17:49:41,235 - mmaction - INFO - Epoch [34][2560/3757] lr: 1.000e-02, eta: 5 days, 2:42:57, time: 1.668, data_time: 0.004, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7727, loss_cls: 2.0121, loss: 2.0121, grad_norm: 5.6272 2020-07-27 17:50:16,146 - mmaction - INFO - Epoch [34][2580/3757] lr: 1.000e-02, eta: 5 days, 2:42:20, time: 1.738, data_time: 0.010, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7648, loss_cls: 2.0633, loss: 2.0633, grad_norm: 5.7056 2020-07-27 17:50:52,622 - mmaction - INFO - Epoch [34][2600/3757] lr: 1.000e-02, eta: 5 days, 2:41:47, time: 1.832, data_time: 0.011, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7609, loss_cls: 2.0866, loss: 2.0866, grad_norm: 5.7614 2020-07-27 17:51:28,982 - mmaction - INFO - Epoch [34][2620/3757] lr: 1.000e-02, eta: 5 days, 2:41:13, time: 1.814, data_time: 0.007, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7633, loss_cls: 2.0602, loss: 2.0602, grad_norm: 5.7366 2020-07-27 17:52:01,727 - mmaction - INFO - Epoch [34][2640/3757] lr: 1.000e-02, eta: 5 days, 2:40:33, time: 1.640, data_time: 0.009, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7633, loss_cls: 2.0284, loss: 2.0284, grad_norm: 5.6948 2020-07-27 17:52:37,803 - mmaction - INFO - Epoch [34][2660/3757] lr: 1.000e-02, eta: 5 days, 2:39:58, time: 1.804, data_time: 0.010, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7453, loss_cls: 2.0588, loss: 2.0588, grad_norm: 5.6895 2020-07-27 17:53:12,396 - mmaction - INFO - Epoch [34][2680/3757] lr: 1.000e-02, eta: 5 days, 2:39:21, time: 1.731, data_time: 0.004, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7328, loss_cls: 2.1633, loss: 2.1633, grad_norm: 5.8162 2020-07-27 17:53:48,673 - mmaction - INFO - Epoch [34][2700/3757] lr: 1.000e-02, eta: 5 days, 2:38:47, time: 1.813, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7438, loss_cls: 2.1398, loss: 2.1398, grad_norm: 5.7236 2020-07-27 17:54:22,932 - mmaction - INFO - Epoch [34][2720/3757] lr: 1.000e-02, eta: 5 days, 2:38:10, time: 1.714, data_time: 0.008, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7711, loss_cls: 1.9982, loss: 1.9982, grad_norm: 5.6189 2020-07-27 17:54:58,607 - mmaction - INFO - Epoch [34][2740/3757] lr: 1.000e-02, eta: 5 days, 2:37:34, time: 1.782, data_time: 0.010, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7672, loss_cls: 1.9741, loss: 1.9741, grad_norm: 5.4797 2020-07-27 17:55:34,242 - mmaction - INFO - Epoch [34][2760/3757] lr: 1.000e-02, eta: 5 days, 2:36:59, time: 1.783, data_time: 0.003, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7562, loss_cls: 2.0282, loss: 2.0282, grad_norm: 5.5825 2020-07-27 17:56:10,302 - mmaction - INFO - Epoch [34][2780/3757] lr: 1.000e-02, eta: 5 days, 2:36:25, time: 1.802, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7547, loss_cls: 2.0711, loss: 2.0711, grad_norm: 5.5937 2020-07-27 17:56:45,958 - mmaction - INFO - Epoch [34][2800/3757] lr: 1.000e-02, eta: 5 days, 2:35:50, time: 1.779, data_time: 0.011, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7328, loss_cls: 2.2184, loss: 2.2184, grad_norm: 5.8366 2020-07-27 17:57:17,929 - mmaction - INFO - Epoch [34][2820/3757] lr: 1.000e-02, eta: 5 days, 2:35:08, time: 1.602, data_time: 0.010, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7641, loss_cls: 2.0301, loss: 2.0301, grad_norm: 5.5529 2020-07-27 17:57:54,266 - mmaction - INFO - Epoch [34][2840/3757] lr: 1.000e-02, eta: 5 days, 2:34:34, time: 1.817, data_time: 0.457, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7633, loss_cls: 2.0400, loss: 2.0400, grad_norm: 5.5342 2020-07-27 17:58:30,549 - mmaction - INFO - Epoch [34][2860/3757] lr: 1.000e-02, eta: 5 days, 2:34:00, time: 1.809, data_time: 0.727, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7844, loss_cls: 1.9212, loss: 1.9212, grad_norm: 5.4134 2020-07-27 17:59:06,809 - mmaction - INFO - Epoch [34][2880/3757] lr: 1.000e-02, eta: 5 days, 2:33:26, time: 1.819, data_time: 0.834, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7703, loss_cls: 2.0395, loss: 2.0395, grad_norm: 5.5730 2020-07-27 17:59:41,213 - mmaction - INFO - Epoch [34][2900/3757] lr: 1.000e-02, eta: 5 days, 2:32:48, time: 1.713, data_time: 0.631, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1547, loss: 2.1547, grad_norm: 5.7506 2020-07-27 18:00:14,222 - mmaction - INFO - Epoch [34][2920/3757] lr: 1.000e-02, eta: 5 days, 2:32:08, time: 1.639, data_time: 0.733, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7609, loss_cls: 2.0579, loss: 2.0579, grad_norm: 5.7606 2020-07-27 18:00:48,200 - mmaction - INFO - Epoch [34][2940/3757] lr: 1.000e-02, eta: 5 days, 2:31:30, time: 1.716, data_time: 0.221, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7523, loss_cls: 2.0620, loss: 2.0620, grad_norm: 5.5637 2020-07-27 18:01:26,884 - mmaction - INFO - Epoch [34][2960/3757] lr: 1.000e-02, eta: 5 days, 2:31:01, time: 1.933, data_time: 0.007, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.1122, loss: 2.1122, grad_norm: 5.7397 2020-07-27 18:01:59,270 - mmaction - INFO - Epoch [34][2980/3757] lr: 1.000e-02, eta: 5 days, 2:30:19, time: 1.619, data_time: 0.005, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7758, loss_cls: 1.9358, loss: 1.9358, grad_norm: 5.5456 2020-07-27 18:02:34,655 - mmaction - INFO - Epoch [34][3000/3757] lr: 1.000e-02, eta: 5 days, 2:29:44, time: 1.770, data_time: 0.049, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7609, loss_cls: 2.0563, loss: 2.0563, grad_norm: 5.7163 2020-07-27 18:03:07,622 - mmaction - INFO - Epoch [34][3020/3757] lr: 1.000e-02, eta: 5 days, 2:29:03, time: 1.649, data_time: 0.005, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7883, loss_cls: 1.9160, loss: 1.9160, grad_norm: 5.6694 2020-07-27 18:03:43,223 - mmaction - INFO - Epoch [34][3040/3757] lr: 1.000e-02, eta: 5 days, 2:28:28, time: 1.778, data_time: 0.002, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7539, loss_cls: 2.0588, loss: 2.0588, grad_norm: 5.8501 2020-07-27 18:04:20,305 - mmaction - INFO - Epoch [34][3060/3757] lr: 1.000e-02, eta: 5 days, 2:27:56, time: 1.852, data_time: 0.049, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7500, loss_cls: 2.0147, loss: 2.0147, grad_norm: 5.5767 2020-07-27 18:04:53,288 - mmaction - INFO - Epoch [34][3080/3757] lr: 1.000e-02, eta: 5 days, 2:27:16, time: 1.652, data_time: 0.039, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7641, loss_cls: 2.0703, loss: 2.0703, grad_norm: 5.8079 2020-07-27 18:05:25,408 - mmaction - INFO - Epoch [34][3100/3757] lr: 1.000e-02, eta: 5 days, 2:26:33, time: 1.600, data_time: 0.299, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7500, loss_cls: 2.0861, loss: 2.0861, grad_norm: 5.9098 2020-07-27 18:06:02,229 - mmaction - INFO - Epoch [34][3120/3757] lr: 1.000e-02, eta: 5 days, 2:26:01, time: 1.846, data_time: 0.996, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7406, loss_cls: 2.1342, loss: 2.1342, grad_norm: 5.9094 2020-07-27 18:06:35,178 - mmaction - INFO - Epoch [34][3140/3757] lr: 1.000e-02, eta: 5 days, 2:25:20, time: 1.643, data_time: 0.356, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7602, loss_cls: 2.0373, loss: 2.0373, grad_norm: 5.5646 2020-07-27 18:07:13,279 - mmaction - INFO - Epoch [34][3160/3757] lr: 1.000e-02, eta: 5 days, 2:24:50, time: 1.911, data_time: 0.052, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7484, loss_cls: 2.0575, loss: 2.0575, grad_norm: 5.5896 2020-07-27 18:07:46,963 - mmaction - INFO - Epoch [34][3180/3757] lr: 1.000e-02, eta: 5 days, 2:24:11, time: 1.681, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.0993, loss: 2.0993, grad_norm: 5.6009 2020-07-27 18:08:20,596 - mmaction - INFO - Epoch [34][3200/3757] lr: 1.000e-02, eta: 5 days, 2:23:32, time: 1.684, data_time: 0.388, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7500, loss_cls: 2.0736, loss: 2.0736, grad_norm: 5.7351 2020-07-27 18:08:57,320 - mmaction - INFO - Epoch [34][3220/3757] lr: 1.000e-02, eta: 5 days, 2:22:59, time: 1.830, data_time: 0.889, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7422, loss_cls: 2.1296, loss: 2.1296, grad_norm: 5.7250 2020-07-27 18:09:32,820 - mmaction - INFO - Epoch [34][3240/3757] lr: 1.000e-02, eta: 5 days, 2:22:24, time: 1.779, data_time: 0.131, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.0919, loss: 2.0919, grad_norm: 5.7319 2020-07-27 18:10:10,996 - mmaction - INFO - Epoch [34][3260/3757] lr: 1.000e-02, eta: 5 days, 2:21:54, time: 1.911, data_time: 0.010, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7500, loss_cls: 2.1108, loss: 2.1108, grad_norm: 5.7856 2020-07-27 18:10:45,579 - mmaction - INFO - Epoch [34][3280/3757] lr: 1.000e-02, eta: 5 days, 2:21:17, time: 1.728, data_time: 0.002, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7617, loss_cls: 2.1307, loss: 2.1307, grad_norm: 5.9171 2020-07-27 18:11:22,561 - mmaction - INFO - Epoch [34][3300/3757] lr: 1.000e-02, eta: 5 days, 2:20:44, time: 1.846, data_time: 0.009, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7641, loss_cls: 1.9619, loss: 1.9619, grad_norm: 5.4962 2020-07-27 18:11:56,052 - mmaction - INFO - Epoch [34][3320/3757] lr: 1.000e-02, eta: 5 days, 2:20:05, time: 1.678, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7594, loss_cls: 2.0588, loss: 2.0588, grad_norm: 5.6924 2020-07-27 18:12:32,830 - mmaction - INFO - Epoch [34][3340/3757] lr: 1.000e-02, eta: 5 days, 2:19:32, time: 1.836, data_time: 0.190, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0659, loss: 2.0659, grad_norm: 5.6672 2020-07-27 18:13:09,162 - mmaction - INFO - Epoch [34][3360/3757] lr: 1.000e-02, eta: 5 days, 2:18:58, time: 1.818, data_time: 0.014, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7609, loss_cls: 2.0918, loss: 2.0918, grad_norm: 5.8940 2020-07-27 18:13:45,035 - mmaction - INFO - Epoch [34][3380/3757] lr: 1.000e-02, eta: 5 days, 2:18:23, time: 1.794, data_time: 0.009, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7555, loss_cls: 2.0714, loss: 2.0714, grad_norm: 5.7016 2020-07-27 18:14:16,888 - mmaction - INFO - Epoch [34][3400/3757] lr: 1.000e-02, eta: 5 days, 2:17:41, time: 1.592, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7578, loss_cls: 2.0650, loss: 2.0650, grad_norm: 5.7133 2020-07-27 18:14:51,054 - mmaction - INFO - Epoch [34][3420/3757] lr: 1.000e-02, eta: 5 days, 2:17:03, time: 1.700, data_time: 0.008, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0590, loss: 2.0590, grad_norm: 5.5935 2020-07-27 18:15:25,788 - mmaction - INFO - Epoch [34][3440/3757] lr: 1.000e-02, eta: 5 days, 2:16:26, time: 1.745, data_time: 0.012, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7641, loss_cls: 2.0552, loss: 2.0552, grad_norm: 5.6370 2020-07-27 18:15:59,083 - mmaction - INFO - Epoch [34][3460/3757] lr: 1.000e-02, eta: 5 days, 2:15:46, time: 1.666, data_time: 0.004, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7836, loss_cls: 1.9220, loss: 1.9220, grad_norm: 5.5752 2020-07-27 18:16:33,535 - mmaction - INFO - Epoch [34][3480/3757] lr: 1.000e-02, eta: 5 days, 2:15:09, time: 1.722, data_time: 0.009, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7586, loss_cls: 2.0864, loss: 2.0864, grad_norm: 5.8078 2020-07-27 18:17:06,945 - mmaction - INFO - Epoch [34][3500/3757] lr: 1.000e-02, eta: 5 days, 2:14:29, time: 1.667, data_time: 0.008, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7586, loss_cls: 2.0108, loss: 2.0108, grad_norm: 5.7065 2020-07-27 18:17:43,364 - mmaction - INFO - Epoch [34][3520/3757] lr: 1.000e-02, eta: 5 days, 2:13:56, time: 1.825, data_time: 0.135, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7469, loss_cls: 2.0796, loss: 2.0796, grad_norm: 5.5865 2020-07-27 18:18:17,879 - mmaction - INFO - Epoch [34][3540/3757] lr: 1.000e-02, eta: 5 days, 2:13:19, time: 1.726, data_time: 0.072, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7711, loss_cls: 2.0008, loss: 2.0008, grad_norm: 5.5355 2020-07-27 18:18:52,252 - mmaction - INFO - Epoch [34][3560/3757] lr: 1.000e-02, eta: 5 days, 2:12:41, time: 1.714, data_time: 0.042, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7523, loss_cls: 2.0581, loss: 2.0581, grad_norm: 5.7234 2020-07-27 18:19:29,281 - mmaction - INFO - Epoch [34][3580/3757] lr: 1.000e-02, eta: 5 days, 2:12:09, time: 1.855, data_time: 0.009, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7492, loss_cls: 2.0987, loss: 2.0987, grad_norm: 5.4859 2020-07-27 18:20:02,362 - mmaction - INFO - Epoch [34][3600/3757] lr: 1.000e-02, eta: 5 days, 2:11:28, time: 1.646, data_time: 0.008, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7695, loss_cls: 2.0198, loss: 2.0198, grad_norm: 5.5416 2020-07-27 18:20:39,655 - mmaction - INFO - Epoch [34][3620/3757] lr: 1.000e-02, eta: 5 days, 2:10:57, time: 1.868, data_time: 0.019, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7656, loss_cls: 2.0014, loss: 2.0014, grad_norm: 5.6962 2020-07-27 18:21:16,506 - mmaction - INFO - Epoch [34][3640/3757] lr: 1.000e-02, eta: 5 days, 2:10:24, time: 1.847, data_time: 0.014, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7648, loss_cls: 2.0696, loss: 2.0696, grad_norm: 5.6454 2020-07-27 18:21:50,759 - mmaction - INFO - Epoch [34][3660/3757] lr: 1.000e-02, eta: 5 days, 2:09:46, time: 1.714, data_time: 0.009, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7688, loss_cls: 2.0437, loss: 2.0437, grad_norm: 5.7714 2020-07-27 18:22:26,200 - mmaction - INFO - Epoch [34][3680/3757] lr: 1.000e-02, eta: 5 days, 2:09:11, time: 1.772, data_time: 0.009, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7586, loss_cls: 2.0411, loss: 2.0411, grad_norm: 5.5986 2020-07-27 18:22:59,227 - mmaction - INFO - Epoch [34][3700/3757] lr: 1.000e-02, eta: 5 days, 2:08:31, time: 1.652, data_time: 0.003, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7570, loss_cls: 2.0351, loss: 2.0351, grad_norm: 5.6104 2020-07-27 18:23:34,560 - mmaction - INFO - Epoch [34][3720/3757] lr: 1.000e-02, eta: 5 days, 2:07:55, time: 1.767, data_time: 0.145, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7719, loss_cls: 1.9901, loss: 1.9901, grad_norm: 5.6003 2020-07-27 18:24:10,377 - mmaction - INFO - Epoch [34][3740/3757] lr: 1.000e-02, eta: 5 days, 2:07:20, time: 1.781, data_time: 0.369, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7617, loss_cls: 2.0237, loss: 2.0237, grad_norm: 5.6089 2020-07-27 18:24:33,500 - mmaction - INFO - Saving checkpoint at 34 epochs 2020-07-27 18:25:28,543 - mmaction - INFO - Epoch [35][20/3757] lr: 1.000e-02, eta: 5 days, 2:05:49, time: 2.645, data_time: 1.942, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7656, loss_cls: 1.9973, loss: 1.9973, grad_norm: 5.6811 2020-07-27 18:26:04,065 - mmaction - INFO - Epoch [35][40/3757] lr: 1.000e-02, eta: 5 days, 2:05:14, time: 1.776, data_time: 0.356, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7672, loss_cls: 2.0356, loss: 2.0356, grad_norm: 5.6947 2020-07-27 18:26:38,219 - mmaction - INFO - Epoch [35][60/3757] lr: 1.000e-02, eta: 5 days, 2:04:36, time: 1.702, data_time: 0.011, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7641, loss_cls: 2.0135, loss: 2.0135, grad_norm: 5.5981 2020-07-27 18:27:13,005 - mmaction - INFO - Epoch [35][80/3757] lr: 1.000e-02, eta: 5 days, 2:03:59, time: 1.741, data_time: 0.016, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7734, loss_cls: 1.9515, loss: 1.9515, grad_norm: 5.5764 2020-07-27 18:27:47,260 - mmaction - INFO - Epoch [35][100/3757] lr: 1.000e-02, eta: 5 days, 2:03:22, time: 1.717, data_time: 0.010, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7664, loss_cls: 2.0344, loss: 2.0344, grad_norm: 5.8563 2020-07-27 18:28:23,832 - mmaction - INFO - Epoch [35][120/3757] lr: 1.000e-02, eta: 5 days, 2:02:48, time: 1.822, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7609, loss_cls: 2.0406, loss: 2.0406, grad_norm: 5.8169 2020-07-27 18:28:57,766 - mmaction - INFO - Epoch [35][140/3757] lr: 1.000e-02, eta: 5 days, 2:02:10, time: 1.700, data_time: 0.011, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.0818, loss: 2.0818, grad_norm: 5.7148 2020-07-27 18:29:35,487 - mmaction - INFO - Epoch [35][160/3757] lr: 1.000e-02, eta: 5 days, 2:01:39, time: 1.890, data_time: 0.174, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7711, loss_cls: 2.0414, loss: 2.0414, grad_norm: 5.5889 2020-07-27 18:30:12,098 - mmaction - INFO - Epoch [35][180/3757] lr: 1.000e-02, eta: 5 days, 2:01:05, time: 1.827, data_time: 0.003, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7773, loss_cls: 1.9591, loss: 1.9591, grad_norm: 5.6588 2020-07-27 18:30:47,495 - mmaction - INFO - Epoch [35][200/3757] lr: 1.000e-02, eta: 5 days, 2:00:30, time: 1.773, data_time: 0.034, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7648, loss_cls: 1.9791, loss: 1.9791, grad_norm: 5.5990 2020-07-27 18:31:22,710 - mmaction - INFO - Epoch [35][220/3757] lr: 1.000e-02, eta: 5 days, 1:59:54, time: 1.761, data_time: 0.008, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7742, loss_cls: 2.0199, loss: 2.0199, grad_norm: 5.7450 2020-07-27 18:31:55,510 - mmaction - INFO - Epoch [35][240/3757] lr: 1.000e-02, eta: 5 days, 1:59:14, time: 1.641, data_time: 0.008, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7633, loss_cls: 2.0248, loss: 2.0248, grad_norm: 5.6125 2020-07-27 18:32:29,836 - mmaction - INFO - Epoch [35][260/3757] lr: 1.000e-02, eta: 5 days, 1:58:36, time: 1.716, data_time: 0.017, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7602, loss_cls: 2.0331, loss: 2.0331, grad_norm: 5.6128 2020-07-27 18:33:07,468 - mmaction - INFO - Epoch [35][280/3757] lr: 1.000e-02, eta: 5 days, 1:58:05, time: 1.882, data_time: 0.002, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7445, loss_cls: 2.0601, loss: 2.0601, grad_norm: 5.5241 2020-07-27 18:33:42,680 - mmaction - INFO - Epoch [35][300/3757] lr: 1.000e-02, eta: 5 days, 1:57:29, time: 1.760, data_time: 0.002, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7453, loss_cls: 2.0782, loss: 2.0782, grad_norm: 5.7679 2020-07-27 18:34:14,529 - mmaction - INFO - Epoch [35][320/3757] lr: 1.000e-02, eta: 5 days, 1:56:46, time: 1.592, data_time: 0.002, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.9181, loss: 1.9181, grad_norm: 5.6215 2020-07-27 18:34:48,048 - mmaction - INFO - Epoch [35][340/3757] lr: 1.000e-02, eta: 5 days, 1:56:07, time: 1.675, data_time: 0.016, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7664, loss_cls: 1.9698, loss: 1.9698, grad_norm: 5.4967 2020-07-27 18:35:25,692 - mmaction - INFO - Epoch [35][360/3757] lr: 1.000e-02, eta: 5 days, 1:55:36, time: 1.880, data_time: 0.004, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7711, loss_cls: 1.9618, loss: 1.9618, grad_norm: 5.7454 2020-07-27 18:35:58,393 - mmaction - INFO - Epoch [35][380/3757] lr: 1.000e-02, eta: 5 days, 1:54:55, time: 1.639, data_time: 0.007, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7633, loss_cls: 2.0064, loss: 2.0064, grad_norm: 5.7428 2020-07-27 18:36:37,059 - mmaction - INFO - Epoch [35][400/3757] lr: 1.000e-02, eta: 5 days, 1:54:26, time: 1.928, data_time: 0.009, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7641, loss_cls: 2.0651, loss: 2.0651, grad_norm: 5.8141 2020-07-27 18:37:11,257 - mmaction - INFO - Epoch [35][420/3757] lr: 1.000e-02, eta: 5 days, 1:53:48, time: 1.716, data_time: 0.009, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 2.0401, loss: 2.0401, grad_norm: 5.7810 2020-07-27 18:37:44,469 - mmaction - INFO - Epoch [35][440/3757] lr: 1.000e-02, eta: 5 days, 1:53:08, time: 1.660, data_time: 0.007, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7789, loss_cls: 1.9528, loss: 1.9528, grad_norm: 5.4971 2020-07-27 18:38:20,415 - mmaction - INFO - Epoch [35][460/3757] lr: 1.000e-02, eta: 5 days, 1:52:34, time: 1.796, data_time: 0.003, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7523, loss_cls: 2.0801, loss: 2.0801, grad_norm: 5.7786 2020-07-27 18:38:57,355 - mmaction - INFO - Epoch [35][480/3757] lr: 1.000e-02, eta: 5 days, 1:52:01, time: 1.847, data_time: 0.008, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7672, loss_cls: 2.0729, loss: 2.0729, grad_norm: 5.6376 2020-07-27 18:39:33,304 - mmaction - INFO - Epoch [35][500/3757] lr: 1.000e-02, eta: 5 days, 1:51:27, time: 1.799, data_time: 0.004, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7797, loss_cls: 1.9388, loss: 1.9388, grad_norm: 5.4398 2020-07-27 18:40:07,674 - mmaction - INFO - Epoch [35][520/3757] lr: 1.000e-02, eta: 5 days, 1:50:49, time: 1.717, data_time: 0.002, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7805, loss_cls: 1.9323, loss: 1.9323, grad_norm: 5.6566 2020-07-27 18:40:41,334 - mmaction - INFO - Epoch [35][540/3757] lr: 1.000e-02, eta: 5 days, 1:50:10, time: 1.684, data_time: 0.003, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7562, loss_cls: 2.0806, loss: 2.0806, grad_norm: 5.8687 2020-07-27 18:41:17,825 - mmaction - INFO - Epoch [35][560/3757] lr: 1.000e-02, eta: 5 days, 1:49:36, time: 1.821, data_time: 0.007, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7680, loss_cls: 1.9733, loss: 1.9733, grad_norm: 5.7254 2020-07-27 18:41:52,621 - mmaction - INFO - Epoch [35][580/3757] lr: 1.000e-02, eta: 5 days, 1:49:00, time: 1.744, data_time: 0.009, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7461, loss_cls: 2.1113, loss: 2.1113, grad_norm: 5.9705 2020-07-27 18:42:31,012 - mmaction - INFO - Epoch [35][600/3757] lr: 1.000e-02, eta: 5 days, 1:48:30, time: 1.918, data_time: 0.003, memory: 5170, top1_acc: 0.5578, top5_acc: 0.7836, loss_cls: 1.8875, loss: 1.8875, grad_norm: 5.5968 2020-07-27 18:43:07,787 - mmaction - INFO - Epoch [35][620/3757] lr: 1.000e-02, eta: 5 days, 1:47:57, time: 1.840, data_time: 0.006, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7562, loss_cls: 2.0451, loss: 2.0451, grad_norm: 5.6777 2020-07-27 18:43:41,306 - mmaction - INFO - Epoch [35][640/3757] lr: 1.000e-02, eta: 5 days, 1:47:18, time: 1.677, data_time: 0.003, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7852, loss_cls: 2.0046, loss: 2.0046, grad_norm: 5.6540 2020-07-27 18:44:15,913 - mmaction - INFO - Epoch [35][660/3757] lr: 1.000e-02, eta: 5 days, 1:46:41, time: 1.723, data_time: 0.007, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7586, loss_cls: 2.0597, loss: 2.0597, grad_norm: 5.7934 2020-07-27 18:44:49,324 - mmaction - INFO - Epoch [35][680/3757] lr: 1.000e-02, eta: 5 days, 1:46:02, time: 1.678, data_time: 0.055, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7742, loss_cls: 1.9906, loss: 1.9906, grad_norm: 5.7005 2020-07-27 18:45:23,823 - mmaction - INFO - Epoch [35][700/3757] lr: 1.000e-02, eta: 5 days, 1:45:24, time: 1.719, data_time: 0.009, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7625, loss_cls: 1.9957, loss: 1.9957, grad_norm: 5.4536 2020-07-27 18:45:58,975 - mmaction - INFO - Epoch [35][720/3757] lr: 1.000e-02, eta: 5 days, 1:44:48, time: 1.763, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7695, loss_cls: 1.9781, loss: 1.9781, grad_norm: 5.5577 2020-07-27 18:46:30,066 - mmaction - INFO - Epoch [35][740/3757] lr: 1.000e-02, eta: 5 days, 1:44:04, time: 1.555, data_time: 0.008, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7688, loss_cls: 2.0326, loss: 2.0326, grad_norm: 5.6880 2020-07-27 18:47:08,490 - mmaction - INFO - Epoch [35][760/3757] lr: 1.000e-02, eta: 5 days, 1:43:35, time: 1.920, data_time: 0.018, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7578, loss_cls: 2.0584, loss: 2.0584, grad_norm: 5.8164 2020-07-27 18:47:42,403 - mmaction - INFO - Epoch [35][780/3757] lr: 1.000e-02, eta: 5 days, 1:42:56, time: 1.696, data_time: 0.093, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7688, loss_cls: 1.9490, loss: 1.9490, grad_norm: 5.7684 2020-07-27 18:48:15,609 - mmaction - INFO - Epoch [35][800/3757] lr: 1.000e-02, eta: 5 days, 1:42:16, time: 1.661, data_time: 0.269, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7750, loss_cls: 2.0012, loss: 2.0012, grad_norm: 5.7382 2020-07-27 18:48:49,696 - mmaction - INFO - Epoch [35][820/3757] lr: 1.000e-02, eta: 5 days, 1:41:38, time: 1.697, data_time: 0.181, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7586, loss_cls: 2.0066, loss: 2.0066, grad_norm: 5.7133 2020-07-27 18:49:24,457 - mmaction - INFO - Epoch [35][840/3757] lr: 1.000e-02, eta: 5 days, 1:41:01, time: 1.742, data_time: 0.497, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7461, loss_cls: 2.0553, loss: 2.0553, grad_norm: 5.7018 2020-07-27 18:49:59,132 - mmaction - INFO - Epoch [35][860/3757] lr: 1.000e-02, eta: 5 days, 1:40:25, time: 1.737, data_time: 0.176, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7656, loss_cls: 2.0324, loss: 2.0324, grad_norm: 5.6445 2020-07-27 18:50:35,570 - mmaction - INFO - Epoch [35][880/3757] lr: 1.000e-02, eta: 5 days, 1:39:51, time: 1.812, data_time: 0.037, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7789, loss_cls: 1.9867, loss: 1.9867, grad_norm: 5.6930 2020-07-27 18:51:11,780 - mmaction - INFO - Epoch [35][900/3757] lr: 1.000e-02, eta: 5 days, 1:39:17, time: 1.820, data_time: 0.013, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7570, loss_cls: 2.0338, loss: 2.0338, grad_norm: 5.6560 2020-07-27 18:51:47,127 - mmaction - INFO - Epoch [35][920/3757] lr: 1.000e-02, eta: 5 days, 1:38:41, time: 1.764, data_time: 0.009, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7586, loss_cls: 2.0428, loss: 2.0428, grad_norm: 5.6979 2020-07-27 18:52:21,946 - mmaction - INFO - Epoch [35][940/3757] lr: 1.000e-02, eta: 5 days, 1:38:04, time: 1.738, data_time: 0.014, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7609, loss_cls: 2.0144, loss: 2.0144, grad_norm: 5.6275 2020-07-27 18:52:58,183 - mmaction - INFO - Epoch [35][960/3757] lr: 1.000e-02, eta: 5 days, 1:37:31, time: 1.819, data_time: 0.366, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7758, loss_cls: 1.9317, loss: 1.9317, grad_norm: 5.5051 2020-07-27 18:53:32,780 - mmaction - INFO - Epoch [35][980/3757] lr: 1.000e-02, eta: 5 days, 1:36:54, time: 1.726, data_time: 0.007, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7562, loss_cls: 1.9665, loss: 1.9665, grad_norm: 5.5577 2020-07-27 18:54:08,353 - mmaction - INFO - Epoch [35][1000/3757] lr: 1.000e-02, eta: 5 days, 1:36:18, time: 1.782, data_time: 0.103, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0295, loss: 2.0295, grad_norm: 5.6917 2020-07-27 18:54:40,120 - mmaction - INFO - Epoch [35][1020/3757] lr: 1.000e-02, eta: 5 days, 1:35:36, time: 1.585, data_time: 0.062, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.0421, loss: 2.0421, grad_norm: 5.7339 2020-07-27 18:55:19,613 - mmaction - INFO - Epoch [35][1040/3757] lr: 1.000e-02, eta: 5 days, 1:35:08, time: 1.972, data_time: 0.760, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7719, loss_cls: 2.0282, loss: 2.0282, grad_norm: 5.6724 2020-07-27 18:55:52,669 - mmaction - INFO - Epoch [35][1060/3757] lr: 1.000e-02, eta: 5 days, 1:34:28, time: 1.655, data_time: 1.077, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7570, loss_cls: 2.0025, loss: 2.0025, grad_norm: 5.5209 2020-07-27 18:56:24,613 - mmaction - INFO - Epoch [35][1080/3757] lr: 1.000e-02, eta: 5 days, 1:33:46, time: 1.595, data_time: 0.276, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7648, loss_cls: 2.0303, loss: 2.0303, grad_norm: 5.5637 2020-07-27 18:57:00,683 - mmaction - INFO - Epoch [35][1100/3757] lr: 1.000e-02, eta: 5 days, 1:33:12, time: 1.807, data_time: 0.587, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 1.9975, loss: 1.9975, grad_norm: 5.6545 2020-07-27 18:57:35,084 - mmaction - INFO - Epoch [35][1120/3757] lr: 1.000e-02, eta: 5 days, 1:32:34, time: 1.721, data_time: 0.715, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7789, loss_cls: 1.9437, loss: 1.9437, grad_norm: 5.5360 2020-07-27 18:58:12,290 - mmaction - INFO - Epoch [35][1140/3757] lr: 1.000e-02, eta: 5 days, 1:32:02, time: 1.853, data_time: 0.791, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7664, loss_cls: 1.9890, loss: 1.9890, grad_norm: 5.7504 2020-07-27 18:58:44,080 - mmaction - INFO - Epoch [35][1160/3757] lr: 1.000e-02, eta: 5 days, 1:31:20, time: 1.597, data_time: 1.020, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7586, loss_cls: 2.0335, loss: 2.0335, grad_norm: 5.7701 2020-07-27 18:59:20,603 - mmaction - INFO - Epoch [35][1180/3757] lr: 1.000e-02, eta: 5 days, 1:30:46, time: 1.826, data_time: 0.599, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7742, loss_cls: 2.0787, loss: 2.0787, grad_norm: 5.7543 2020-07-27 18:59:54,551 - mmaction - INFO - Epoch [35][1200/3757] lr: 1.000e-02, eta: 5 days, 1:30:08, time: 1.695, data_time: 1.079, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7570, loss_cls: 2.0568, loss: 2.0568, grad_norm: 5.8320 2020-07-27 19:00:26,203 - mmaction - INFO - Epoch [35][1220/3757] lr: 1.000e-02, eta: 5 days, 1:29:24, time: 1.565, data_time: 0.477, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7617, loss_cls: 2.0969, loss: 2.0969, grad_norm: 5.8872 2020-07-27 19:01:02,156 - mmaction - INFO - Epoch [35][1240/3757] lr: 1.000e-02, eta: 5 days, 1:28:51, time: 1.817, data_time: 0.703, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7758, loss_cls: 1.9226, loss: 1.9226, grad_norm: 5.6246 2020-07-27 19:01:40,645 - mmaction - INFO - Epoch [35][1260/3757] lr: 1.000e-02, eta: 5 days, 1:28:21, time: 1.920, data_time: 0.207, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7539, loss_cls: 2.0447, loss: 2.0447, grad_norm: 5.7937 2020-07-27 19:02:16,019 - mmaction - INFO - Epoch [35][1280/3757] lr: 1.000e-02, eta: 5 days, 1:27:45, time: 1.770, data_time: 0.294, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7672, loss_cls: 1.9989, loss: 1.9989, grad_norm: 5.6566 2020-07-27 19:02:50,007 - mmaction - INFO - Epoch [35][1300/3757] lr: 1.000e-02, eta: 5 days, 1:27:07, time: 1.697, data_time: 0.796, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7500, loss_cls: 2.0782, loss: 2.0782, grad_norm: 5.8296 2020-07-27 19:03:24,177 - mmaction - INFO - Epoch [35][1320/3757] lr: 1.000e-02, eta: 5 days, 1:26:29, time: 1.707, data_time: 0.323, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7562, loss_cls: 2.0461, loss: 2.0461, grad_norm: 5.7115 2020-07-27 19:03:58,297 - mmaction - INFO - Epoch [35][1340/3757] lr: 1.000e-02, eta: 5 days, 1:25:51, time: 1.714, data_time: 0.034, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7672, loss_cls: 1.9997, loss: 1.9997, grad_norm: 5.6371 2020-07-27 19:04:33,722 - mmaction - INFO - Epoch [35][1360/3757] lr: 1.000e-02, eta: 5 days, 1:25:16, time: 1.763, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7430, loss_cls: 2.1122, loss: 2.1122, grad_norm: 5.7081 2020-07-27 19:05:07,621 - mmaction - INFO - Epoch [35][1380/3757] lr: 1.000e-02, eta: 5 days, 1:24:37, time: 1.702, data_time: 0.019, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7750, loss_cls: 1.9446, loss: 1.9446, grad_norm: 5.3949 2020-07-27 19:05:43,413 - mmaction - INFO - Epoch [35][1400/3757] lr: 1.000e-02, eta: 5 days, 1:24:03, time: 1.791, data_time: 0.004, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7586, loss_cls: 2.0263, loss: 2.0263, grad_norm: 5.6760 2020-07-27 19:06:16,968 - mmaction - INFO - Epoch [35][1420/3757] lr: 1.000e-02, eta: 5 days, 1:23:24, time: 1.677, data_time: 0.002, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7586, loss_cls: 2.0566, loss: 2.0566, grad_norm: 5.6961 2020-07-27 19:06:53,760 - mmaction - INFO - Epoch [35][1440/3757] lr: 1.000e-02, eta: 5 days, 1:22:51, time: 1.840, data_time: 0.015, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7602, loss_cls: 2.0285, loss: 2.0285, grad_norm: 5.7798 2020-07-27 19:07:26,735 - mmaction - INFO - Epoch [35][1460/3757] lr: 1.000e-02, eta: 5 days, 1:22:10, time: 1.649, data_time: 0.004, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7797, loss_cls: 1.9261, loss: 1.9261, grad_norm: 5.5804 2020-07-27 19:08:02,424 - mmaction - INFO - Epoch [35][1480/3757] lr: 1.000e-02, eta: 5 days, 1:21:35, time: 1.781, data_time: 0.009, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7602, loss_cls: 2.0468, loss: 2.0468, grad_norm: 5.8651 2020-07-27 19:08:36,242 - mmaction - INFO - Epoch [35][1500/3757] lr: 1.000e-02, eta: 5 days, 1:20:57, time: 1.694, data_time: 0.008, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7508, loss_cls: 2.1056, loss: 2.1056, grad_norm: 5.6946 2020-07-27 19:09:13,064 - mmaction - INFO - Epoch [35][1520/3757] lr: 1.000e-02, eta: 5 days, 1:20:24, time: 1.837, data_time: 0.008, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0756, loss: 2.0756, grad_norm: 5.6721 2020-07-27 19:09:50,798 - mmaction - INFO - Epoch [35][1540/3757] lr: 1.000e-02, eta: 5 days, 1:19:53, time: 1.891, data_time: 0.010, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7758, loss_cls: 1.9713, loss: 1.9713, grad_norm: 5.5388 2020-07-27 19:10:23,901 - mmaction - INFO - Epoch [35][1560/3757] lr: 1.000e-02, eta: 5 days, 1:19:13, time: 1.648, data_time: 0.008, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7641, loss_cls: 1.9936, loss: 1.9936, grad_norm: 5.6513 2020-07-27 19:10:59,239 - mmaction - INFO - Epoch [35][1580/3757] lr: 1.000e-02, eta: 5 days, 1:18:37, time: 1.769, data_time: 0.010, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7492, loss_cls: 2.1100, loss: 2.1100, grad_norm: 5.8195 2020-07-27 19:11:34,317 - mmaction - INFO - Epoch [35][1600/3757] lr: 1.000e-02, eta: 5 days, 1:18:01, time: 1.756, data_time: 0.008, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7594, loss_cls: 2.0328, loss: 2.0328, grad_norm: 5.8233 2020-07-27 19:12:08,694 - mmaction - INFO - Epoch [35][1620/3757] lr: 1.000e-02, eta: 5 days, 1:17:24, time: 1.720, data_time: 0.005, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7656, loss_cls: 1.9827, loss: 1.9827, grad_norm: 5.6004 2020-07-27 19:12:44,166 - mmaction - INFO - Epoch [35][1640/3757] lr: 1.000e-02, eta: 5 days, 1:16:48, time: 1.773, data_time: 0.005, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7445, loss_cls: 2.1162, loss: 2.1162, grad_norm: 5.6422 2020-07-27 19:13:17,570 - mmaction - INFO - Epoch [35][1660/3757] lr: 1.000e-02, eta: 5 days, 1:16:09, time: 1.672, data_time: 0.012, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7734, loss_cls: 2.0424, loss: 2.0424, grad_norm: 5.6698 2020-07-27 19:13:55,615 - mmaction - INFO - Epoch [35][1680/3757] lr: 1.000e-02, eta: 5 days, 1:15:39, time: 1.903, data_time: 0.012, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7773, loss_cls: 2.0024, loss: 2.0024, grad_norm: 5.8432 2020-07-27 19:14:30,881 - mmaction - INFO - Epoch [35][1700/3757] lr: 1.000e-02, eta: 5 days, 1:15:03, time: 1.759, data_time: 0.008, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7664, loss_cls: 2.0482, loss: 2.0482, grad_norm: 5.7365 2020-07-27 19:15:04,265 - mmaction - INFO - Epoch [35][1720/3757] lr: 1.000e-02, eta: 5 days, 1:14:23, time: 1.673, data_time: 0.009, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7539, loss_cls: 2.0596, loss: 2.0596, grad_norm: 5.8130 2020-07-27 19:15:37,790 - mmaction - INFO - Epoch [35][1740/3757] lr: 1.000e-02, eta: 5 days, 1:13:44, time: 1.676, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7531, loss_cls: 2.0633, loss: 2.0633, grad_norm: 5.6438 2020-07-27 19:16:16,162 - mmaction - INFO - Epoch [35][1760/3757] lr: 1.000e-02, eta: 5 days, 1:13:14, time: 1.914, data_time: 0.213, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7820, loss_cls: 2.0102, loss: 2.0102, grad_norm: 5.7193 2020-07-27 19:16:51,612 - mmaction - INFO - Epoch [35][1780/3757] lr: 1.000e-02, eta: 5 days, 1:12:39, time: 1.778, data_time: 0.281, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7672, loss_cls: 1.9855, loss: 1.9855, grad_norm: 5.6715 2020-07-27 19:17:30,439 - mmaction - INFO - Epoch [35][1800/3757] lr: 1.000e-02, eta: 5 days, 1:12:10, time: 1.940, data_time: 0.213, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7680, loss_cls: 2.0211, loss: 2.0211, grad_norm: 5.7784 2020-07-27 19:18:03,323 - mmaction - INFO - Epoch [35][1820/3757] lr: 1.000e-02, eta: 5 days, 1:11:29, time: 1.639, data_time: 0.008, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7695, loss_cls: 1.9959, loss: 1.9959, grad_norm: 5.7807 2020-07-27 19:18:36,207 - mmaction - INFO - Epoch [35][1840/3757] lr: 1.000e-02, eta: 5 days, 1:10:49, time: 1.651, data_time: 0.009, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7750, loss_cls: 2.0255, loss: 2.0255, grad_norm: 5.8621 2020-07-27 19:19:11,059 - mmaction - INFO - Epoch [35][1860/3757] lr: 1.000e-02, eta: 5 days, 1:10:12, time: 1.736, data_time: 0.013, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7461, loss_cls: 2.1109, loss: 2.1109, grad_norm: 5.9339 2020-07-27 19:19:44,978 - mmaction - INFO - Epoch [35][1880/3757] lr: 1.000e-02, eta: 5 days, 1:09:34, time: 1.699, data_time: 0.053, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7609, loss_cls: 2.0380, loss: 2.0380, grad_norm: 5.7658 2020-07-27 19:20:23,450 - mmaction - INFO - Epoch [35][1900/3757] lr: 1.000e-02, eta: 5 days, 1:09:04, time: 1.921, data_time: 0.091, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7484, loss_cls: 2.0759, loss: 2.0759, grad_norm: 5.7529 2020-07-27 19:20:56,111 - mmaction - INFO - Epoch [35][1920/3757] lr: 1.000e-02, eta: 5 days, 1:08:24, time: 1.639, data_time: 0.008, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7602, loss_cls: 2.0641, loss: 2.0641, grad_norm: 5.6274 2020-07-27 19:21:31,070 - mmaction - INFO - Epoch [35][1940/3757] lr: 1.000e-02, eta: 5 days, 1:07:47, time: 1.740, data_time: 0.063, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7742, loss_cls: 1.9850, loss: 1.9850, grad_norm: 5.5232 2020-07-27 19:22:06,227 - mmaction - INFO - Epoch [35][1960/3757] lr: 1.000e-02, eta: 5 days, 1:07:11, time: 1.763, data_time: 0.819, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7531, loss_cls: 2.0619, loss: 2.0619, grad_norm: 5.6662 2020-07-27 19:22:42,820 - mmaction - INFO - Epoch [35][1980/3757] lr: 1.000e-02, eta: 5 days, 1:06:38, time: 1.831, data_time: 0.633, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7602, loss_cls: 2.0961, loss: 2.0961, grad_norm: 5.6693 2020-07-27 19:23:18,061 - mmaction - INFO - Epoch [35][2000/3757] lr: 1.000e-02, eta: 5 days, 1:06:02, time: 1.757, data_time: 0.473, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7766, loss_cls: 2.0067, loss: 2.0067, grad_norm: 5.7557 2020-07-27 19:23:54,718 - mmaction - INFO - Epoch [35][2020/3757] lr: 1.000e-02, eta: 5 days, 1:05:29, time: 1.836, data_time: 0.025, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 1.9797, loss: 1.9797, grad_norm: 5.6058 2020-07-27 19:24:26,619 - mmaction - INFO - Epoch [35][2040/3757] lr: 1.000e-02, eta: 5 days, 1:04:47, time: 1.598, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.1276, loss: 2.1276, grad_norm: 5.8070 2020-07-27 19:25:02,901 - mmaction - INFO - Epoch [35][2060/3757] lr: 1.000e-02, eta: 5 days, 1:04:13, time: 1.813, data_time: 0.007, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7711, loss_cls: 2.0473, loss: 2.0473, grad_norm: 5.8409 2020-07-27 19:25:38,728 - mmaction - INFO - Epoch [35][2080/3757] lr: 1.000e-02, eta: 5 days, 1:03:38, time: 1.792, data_time: 0.062, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7875, loss_cls: 1.9356, loss: 1.9356, grad_norm: 5.8052 2020-07-27 19:26:14,188 - mmaction - INFO - Epoch [35][2100/3757] lr: 1.000e-02, eta: 5 days, 1:03:03, time: 1.773, data_time: 0.087, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7758, loss_cls: 1.9868, loss: 1.9868, grad_norm: 5.5192 2020-07-27 19:26:47,705 - mmaction - INFO - Epoch [35][2120/3757] lr: 1.000e-02, eta: 5 days, 1:02:23, time: 1.667, data_time: 0.183, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7836, loss_cls: 1.9650, loss: 1.9650, grad_norm: 5.5603 2020-07-27 19:27:22,324 - mmaction - INFO - Epoch [35][2140/3757] lr: 1.000e-02, eta: 5 days, 1:01:47, time: 1.736, data_time: 1.079, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7500, loss_cls: 2.1106, loss: 2.1106, grad_norm: 5.7226 2020-07-27 19:28:00,216 - mmaction - INFO - Epoch [35][2160/3757] lr: 1.000e-02, eta: 5 days, 1:01:16, time: 1.898, data_time: 0.987, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7547, loss_cls: 2.0866, loss: 2.0866, grad_norm: 5.7479 2020-07-27 19:28:36,569 - mmaction - INFO - Epoch [35][2180/3757] lr: 1.000e-02, eta: 5 days, 1:00:42, time: 1.819, data_time: 0.758, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7508, loss_cls: 2.0797, loss: 2.0797, grad_norm: 5.8516 2020-07-27 19:29:11,451 - mmaction - INFO - Epoch [35][2200/3757] lr: 1.000e-02, eta: 5 days, 1:00:06, time: 1.742, data_time: 0.002, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7539, loss_cls: 2.0526, loss: 2.0526, grad_norm: 5.7769 2020-07-27 19:29:49,725 - mmaction - INFO - Epoch [35][2220/3757] lr: 1.000e-02, eta: 5 days, 0:59:35, time: 1.910, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7492, loss_cls: 2.1487, loss: 2.1487, grad_norm: 5.6723 2020-07-27 19:30:19,991 - mmaction - INFO - Epoch [35][2240/3757] lr: 1.000e-02, eta: 5 days, 0:58:50, time: 1.516, data_time: 0.009, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7516, loss_cls: 2.0441, loss: 2.0441, grad_norm: 5.6652 2020-07-27 19:30:53,749 - mmaction - INFO - Epoch [35][2260/3757] lr: 1.000e-02, eta: 5 days, 0:58:12, time: 1.690, data_time: 0.399, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7688, loss_cls: 2.0176, loss: 2.0176, grad_norm: 5.7328 2020-07-27 19:31:27,318 - mmaction - INFO - Epoch [35][2280/3757] lr: 1.000e-02, eta: 5 days, 0:57:33, time: 1.675, data_time: 0.250, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 1.9554, loss: 1.9554, grad_norm: 5.6002 2020-07-27 19:32:03,191 - mmaction - INFO - Epoch [35][2300/3757] lr: 1.000e-02, eta: 5 days, 0:56:58, time: 1.797, data_time: 0.925, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7367, loss_cls: 2.0718, loss: 2.0718, grad_norm: 5.6704 2020-07-27 19:32:37,997 - mmaction - INFO - Epoch [35][2320/3757] lr: 1.000e-02, eta: 5 days, 0:56:21, time: 1.740, data_time: 0.684, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7867, loss_cls: 1.8997, loss: 1.8997, grad_norm: 5.4852 2020-07-27 19:33:15,628 - mmaction - INFO - Epoch [35][2340/3757] lr: 1.000e-02, eta: 5 days, 0:55:50, time: 1.874, data_time: 0.352, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7672, loss_cls: 2.0325, loss: 2.0325, grad_norm: 5.8244 2020-07-27 19:33:51,394 - mmaction - INFO - Epoch [35][2360/3757] lr: 1.000e-02, eta: 5 days, 0:55:15, time: 1.794, data_time: 0.410, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7617, loss_cls: 2.1162, loss: 2.1162, grad_norm: 5.8747 2020-07-27 19:34:25,246 - mmaction - INFO - Epoch [35][2380/3757] lr: 1.000e-02, eta: 5 days, 0:54:37, time: 1.691, data_time: 0.481, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7695, loss_cls: 2.0092, loss: 2.0092, grad_norm: 5.7783 2020-07-27 19:34:58,526 - mmaction - INFO - Epoch [35][2400/3757] lr: 1.000e-02, eta: 5 days, 0:53:57, time: 1.667, data_time: 0.058, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7492, loss_cls: 2.0318, loss: 2.0318, grad_norm: 5.7217 2020-07-27 19:35:35,347 - mmaction - INFO - Epoch [35][2420/3757] lr: 1.000e-02, eta: 5 days, 0:53:24, time: 1.836, data_time: 0.040, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7641, loss_cls: 2.0250, loss: 2.0250, grad_norm: 5.7318 2020-07-27 19:36:10,674 - mmaction - INFO - Epoch [35][2440/3757] lr: 1.000e-02, eta: 5 days, 0:52:48, time: 1.765, data_time: 0.013, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7648, loss_cls: 2.0084, loss: 2.0084, grad_norm: 5.7348 2020-07-27 19:36:43,901 - mmaction - INFO - Epoch [35][2460/3757] lr: 1.000e-02, eta: 5 days, 0:52:09, time: 1.667, data_time: 0.013, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7820, loss_cls: 1.9884, loss: 1.9884, grad_norm: 5.7848 2020-07-27 19:37:19,359 - mmaction - INFO - Epoch [35][2480/3757] lr: 1.000e-02, eta: 5 days, 0:51:33, time: 1.771, data_time: 0.032, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7703, loss_cls: 1.9628, loss: 1.9628, grad_norm: 5.5429 2020-07-27 19:37:55,073 - mmaction - INFO - Epoch [35][2500/3757] lr: 1.000e-02, eta: 5 days, 0:50:59, time: 1.788, data_time: 0.021, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7664, loss_cls: 1.9821, loss: 1.9821, grad_norm: 5.7186 2020-07-27 19:38:27,243 - mmaction - INFO - Epoch [35][2520/3757] lr: 1.000e-02, eta: 5 days, 0:50:17, time: 1.603, data_time: 0.009, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 2.0123, loss: 2.0123, grad_norm: 5.8291 2020-07-27 19:39:05,804 - mmaction - INFO - Epoch [35][2540/3757] lr: 1.000e-02, eta: 5 days, 0:49:47, time: 1.934, data_time: 0.019, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7562, loss_cls: 2.0525, loss: 2.0525, grad_norm: 5.6580 2020-07-27 19:39:38,528 - mmaction - INFO - Epoch [35][2560/3757] lr: 1.000e-02, eta: 5 days, 0:49:07, time: 1.633, data_time: 0.021, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7609, loss_cls: 2.0644, loss: 2.0644, grad_norm: 5.8354 2020-07-27 19:40:13,953 - mmaction - INFO - Epoch [35][2580/3757] lr: 1.000e-02, eta: 5 days, 0:48:31, time: 1.768, data_time: 0.010, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7711, loss_cls: 2.0136, loss: 2.0136, grad_norm: 5.7580 2020-07-27 19:40:47,084 - mmaction - INFO - Epoch [35][2600/3757] lr: 1.000e-02, eta: 5 days, 0:47:52, time: 1.664, data_time: 0.023, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7539, loss_cls: 2.0820, loss: 2.0820, grad_norm: 5.5946 2020-07-27 19:41:24,288 - mmaction - INFO - Epoch [35][2620/3757] lr: 1.000e-02, eta: 5 days, 0:47:19, time: 1.860, data_time: 0.080, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7680, loss_cls: 1.9604, loss: 1.9604, grad_norm: 5.5287 2020-07-27 19:41:56,895 - mmaction - INFO - Epoch [35][2640/3757] lr: 1.000e-02, eta: 5 days, 0:46:39, time: 1.631, data_time: 0.003, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7711, loss_cls: 1.9998, loss: 1.9998, grad_norm: 5.8256 2020-07-27 19:42:29,265 - mmaction - INFO - Epoch [35][2660/3757] lr: 1.000e-02, eta: 5 days, 0:45:57, time: 1.617, data_time: 0.314, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7508, loss_cls: 2.0812, loss: 2.0812, grad_norm: 5.7116 2020-07-27 19:43:05,616 - mmaction - INFO - Epoch [35][2680/3757] lr: 1.000e-02, eta: 5 days, 0:45:24, time: 1.818, data_time: 1.155, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7625, loss_cls: 2.0172, loss: 2.0172, grad_norm: 5.8552 2020-07-27 19:43:39,702 - mmaction - INFO - Epoch [35][2700/3757] lr: 1.000e-02, eta: 5 days, 0:44:46, time: 1.704, data_time: 1.068, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7672, loss_cls: 1.9771, loss: 1.9771, grad_norm: 5.7190 2020-07-27 19:44:16,863 - mmaction - INFO - Epoch [35][2720/3757] lr: 1.000e-02, eta: 5 days, 0:44:13, time: 1.859, data_time: 0.485, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7680, loss_cls: 1.9813, loss: 1.9813, grad_norm: 5.8067 2020-07-27 19:44:52,413 - mmaction - INFO - Epoch [35][2740/3757] lr: 1.000e-02, eta: 5 days, 0:43:38, time: 1.774, data_time: 0.010, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7602, loss_cls: 2.0021, loss: 2.0021, grad_norm: 5.6153 2020-07-27 19:45:26,971 - mmaction - INFO - Epoch [35][2760/3757] lr: 1.000e-02, eta: 5 days, 0:43:01, time: 1.727, data_time: 0.007, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7445, loss_cls: 2.0894, loss: 2.0894, grad_norm: 5.7265 2020-07-27 19:46:04,650 - mmaction - INFO - Epoch [35][2780/3757] lr: 1.000e-02, eta: 5 days, 0:42:30, time: 1.887, data_time: 0.007, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0619, loss: 2.0619, grad_norm: 5.7763 2020-07-27 19:46:38,426 - mmaction - INFO - Epoch [35][2800/3757] lr: 1.000e-02, eta: 5 days, 0:41:51, time: 1.686, data_time: 0.012, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7578, loss_cls: 2.0314, loss: 2.0314, grad_norm: 5.9026 2020-07-27 19:47:12,675 - mmaction - INFO - Epoch [35][2820/3757] lr: 1.000e-02, eta: 5 days, 0:41:13, time: 1.709, data_time: 0.529, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7500, loss_cls: 2.0837, loss: 2.0837, grad_norm: 5.7185 2020-07-27 19:47:46,991 - mmaction - INFO - Epoch [35][2840/3757] lr: 1.000e-02, eta: 5 days, 0:40:36, time: 1.723, data_time: 0.907, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.0872, loss: 2.0872, grad_norm: 5.7199 2020-07-27 19:48:21,392 - mmaction - INFO - Epoch [35][2860/3757] lr: 1.000e-02, eta: 5 days, 0:39:58, time: 1.720, data_time: 0.738, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7500, loss_cls: 2.0608, loss: 2.0608, grad_norm: 5.7975 2020-07-27 19:48:59,264 - mmaction - INFO - Epoch [35][2880/3757] lr: 1.000e-02, eta: 5 days, 0:39:27, time: 1.891, data_time: 0.608, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7688, loss_cls: 2.0086, loss: 2.0086, grad_norm: 5.7129 2020-07-27 19:49:30,691 - mmaction - INFO - Epoch [35][2900/3757] lr: 1.000e-02, eta: 5 days, 0:38:44, time: 1.567, data_time: 0.748, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7641, loss_cls: 2.0436, loss: 2.0436, grad_norm: 5.7880 2020-07-27 19:50:08,749 - mmaction - INFO - Epoch [35][2920/3757] lr: 1.000e-02, eta: 5 days, 0:38:14, time: 1.908, data_time: 0.424, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7625, loss_cls: 2.0175, loss: 2.0175, grad_norm: 5.4831 2020-07-27 19:50:41,364 - mmaction - INFO - Epoch [35][2940/3757] lr: 1.000e-02, eta: 5 days, 0:37:33, time: 1.632, data_time: 0.446, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7305, loss_cls: 2.1423, loss: 2.1423, grad_norm: 5.7860 2020-07-27 19:51:19,681 - mmaction - INFO - Epoch [35][2960/3757] lr: 1.000e-02, eta: 5 days, 0:37:03, time: 1.912, data_time: 0.164, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7516, loss_cls: 2.1003, loss: 2.1003, grad_norm: 5.8866 2020-07-27 19:51:54,415 - mmaction - INFO - Epoch [35][2980/3757] lr: 1.000e-02, eta: 5 days, 0:36:26, time: 1.739, data_time: 0.056, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7695, loss_cls: 2.0023, loss: 2.0023, grad_norm: 5.5978 2020-07-27 19:52:28,369 - mmaction - INFO - Epoch [35][3000/3757] lr: 1.000e-02, eta: 5 days, 0:35:48, time: 1.699, data_time: 0.036, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7617, loss_cls: 2.0180, loss: 2.0180, grad_norm: 5.7103 2020-07-27 19:53:04,033 - mmaction - INFO - Epoch [35][3020/3757] lr: 1.000e-02, eta: 5 days, 0:35:13, time: 1.784, data_time: 0.535, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7695, loss_cls: 1.9815, loss: 1.9815, grad_norm: 5.5804 2020-07-27 19:53:39,023 - mmaction - INFO - Epoch [35][3040/3757] lr: 1.000e-02, eta: 5 days, 0:34:37, time: 1.749, data_time: 1.134, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7773, loss_cls: 1.9970, loss: 1.9970, grad_norm: 5.6732 2020-07-27 19:54:13,757 - mmaction - INFO - Epoch [35][3060/3757] lr: 1.000e-02, eta: 5 days, 0:34:00, time: 1.729, data_time: 0.314, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7555, loss_cls: 2.0277, loss: 2.0277, grad_norm: 5.7055 2020-07-27 19:54:47,874 - mmaction - INFO - Epoch [35][3080/3757] lr: 1.000e-02, eta: 5 days, 0:33:22, time: 1.714, data_time: 0.118, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7727, loss_cls: 1.9870, loss: 1.9870, grad_norm: 5.6449 2020-07-27 19:55:23,251 - mmaction - INFO - Epoch [35][3100/3757] lr: 1.000e-02, eta: 5 days, 0:32:46, time: 1.765, data_time: 0.008, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7719, loss_cls: 2.0298, loss: 2.0298, grad_norm: 5.7483 2020-07-27 19:55:58,262 - mmaction - INFO - Epoch [35][3120/3757] lr: 1.000e-02, eta: 5 days, 0:32:10, time: 1.754, data_time: 0.008, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7406, loss_cls: 2.0732, loss: 2.0732, grad_norm: 5.7605 2020-07-27 19:56:33,053 - mmaction - INFO - Epoch [35][3140/3757] lr: 1.000e-02, eta: 5 days, 0:31:33, time: 1.733, data_time: 0.261, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7648, loss_cls: 2.0430, loss: 2.0430, grad_norm: 5.7236 2020-07-27 19:57:08,166 - mmaction - INFO - Epoch [35][3160/3757] lr: 1.000e-02, eta: 5 days, 0:30:58, time: 1.760, data_time: 0.048, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7656, loss_cls: 2.0218, loss: 2.0218, grad_norm: 5.7633 2020-07-27 19:57:41,694 - mmaction - INFO - Epoch [35][3180/3757] lr: 1.000e-02, eta: 5 days, 0:30:18, time: 1.670, data_time: 0.022, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7711, loss_cls: 2.0211, loss: 2.0211, grad_norm: 5.7294 2020-07-27 19:58:17,910 - mmaction - INFO - Epoch [35][3200/3757] lr: 1.000e-02, eta: 5 days, 0:29:44, time: 1.816, data_time: 0.135, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7719, loss_cls: 1.9446, loss: 1.9446, grad_norm: 5.7963 2020-07-27 19:58:52,786 - mmaction - INFO - Epoch [35][3220/3757] lr: 1.000e-02, eta: 5 days, 0:29:08, time: 1.745, data_time: 0.362, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7711, loss_cls: 2.0027, loss: 2.0027, grad_norm: 5.6939 2020-07-27 19:59:28,863 - mmaction - INFO - Epoch [35][3240/3757] lr: 1.000e-02, eta: 5 days, 0:28:34, time: 1.803, data_time: 0.004, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7664, loss_cls: 2.0407, loss: 2.0407, grad_norm: 5.6451 2020-07-27 20:00:06,573 - mmaction - INFO - Epoch [35][3260/3757] lr: 1.000e-02, eta: 5 days, 0:28:02, time: 1.877, data_time: 0.009, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7539, loss_cls: 2.0566, loss: 2.0566, grad_norm: 5.6907 2020-07-27 20:00:41,337 - mmaction - INFO - Epoch [35][3280/3757] lr: 1.000e-02, eta: 5 days, 0:27:26, time: 1.746, data_time: 0.019, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7414, loss_cls: 2.1234, loss: 2.1234, grad_norm: 5.6387 2020-07-27 20:01:13,116 - mmaction - INFO - Epoch [35][3300/3757] lr: 1.000e-02, eta: 5 days, 0:26:44, time: 1.591, data_time: 0.010, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7469, loss_cls: 2.0599, loss: 2.0599, grad_norm: 5.7511 2020-07-27 20:01:50,443 - mmaction - INFO - Epoch [35][3320/3757] lr: 1.000e-02, eta: 5 days, 0:26:12, time: 1.866, data_time: 0.009, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7750, loss_cls: 2.0019, loss: 2.0019, grad_norm: 5.7570 2020-07-27 20:02:24,167 - mmaction - INFO - Epoch [35][3340/3757] lr: 1.000e-02, eta: 5 days, 0:25:33, time: 1.686, data_time: 0.003, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7578, loss_cls: 2.0717, loss: 2.0717, grad_norm: 5.7993 2020-07-27 20:03:00,296 - mmaction - INFO - Epoch [35][3360/3757] lr: 1.000e-02, eta: 5 days, 0:24:59, time: 1.804, data_time: 0.008, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7570, loss_cls: 2.0259, loss: 2.0259, grad_norm: 5.7305 2020-07-27 20:03:34,958 - mmaction - INFO - Epoch [35][3380/3757] lr: 1.000e-02, eta: 5 days, 0:24:22, time: 1.735, data_time: 0.008, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7539, loss_cls: 2.0214, loss: 2.0214, grad_norm: 5.6520 2020-07-27 20:04:11,165 - mmaction - INFO - Epoch [35][3400/3757] lr: 1.000e-02, eta: 5 days, 0:23:48, time: 1.808, data_time: 0.009, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7617, loss_cls: 2.0827, loss: 2.0827, grad_norm: 5.7789 2020-07-27 20:04:46,776 - mmaction - INFO - Epoch [35][3420/3757] lr: 1.000e-02, eta: 5 days, 0:23:13, time: 1.784, data_time: 0.008, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7570, loss_cls: 2.0624, loss: 2.0624, grad_norm: 5.5880 2020-07-27 20:05:20,283 - mmaction - INFO - Epoch [35][3440/3757] lr: 1.000e-02, eta: 5 days, 0:22:33, time: 1.667, data_time: 0.008, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7672, loss_cls: 2.0198, loss: 2.0198, grad_norm: 5.6443 2020-07-27 20:05:57,579 - mmaction - INFO - Epoch [35][3460/3757] lr: 1.000e-02, eta: 5 days, 0:22:02, time: 1.872, data_time: 0.012, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.1468, loss: 2.1468, grad_norm: 5.6881 2020-07-27 20:06:34,614 - mmaction - INFO - Epoch [35][3480/3757] lr: 1.000e-02, eta: 5 days, 0:21:29, time: 1.850, data_time: 0.009, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7477, loss_cls: 2.1120, loss: 2.1120, grad_norm: 5.6641 2020-07-27 20:07:09,603 - mmaction - INFO - Epoch [35][3500/3757] lr: 1.000e-02, eta: 5 days, 0:20:53, time: 1.750, data_time: 0.008, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7609, loss_cls: 2.0350, loss: 2.0350, grad_norm: 5.6047 2020-07-27 20:07:43,270 - mmaction - INFO - Epoch [35][3520/3757] lr: 1.000e-02, eta: 5 days, 0:20:14, time: 1.676, data_time: 0.010, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7523, loss_cls: 2.0971, loss: 2.0971, grad_norm: 5.6191 2020-07-27 20:08:19,545 - mmaction - INFO - Epoch [35][3540/3757] lr: 1.000e-02, eta: 5 days, 0:19:40, time: 1.823, data_time: 0.012, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7594, loss_cls: 2.0975, loss: 2.0975, grad_norm: 5.5806 2020-07-27 20:08:54,099 - mmaction - INFO - Epoch [35][3560/3757] lr: 1.000e-02, eta: 5 days, 0:19:03, time: 1.728, data_time: 0.066, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7688, loss_cls: 1.9879, loss: 1.9879, grad_norm: 5.4201 2020-07-27 20:09:28,715 - mmaction - INFO - Epoch [35][3580/3757] lr: 1.000e-02, eta: 5 days, 0:18:26, time: 1.731, data_time: 0.520, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7586, loss_cls: 2.0738, loss: 2.0738, grad_norm: 5.5020 2020-07-27 20:10:06,227 - mmaction - INFO - Epoch [35][3600/3757] lr: 1.000e-02, eta: 5 days, 0:17:54, time: 1.870, data_time: 1.202, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7648, loss_cls: 1.9471, loss: 1.9471, grad_norm: 5.4401 2020-07-27 20:10:39,604 - mmaction - INFO - Epoch [35][3620/3757] lr: 1.000e-02, eta: 5 days, 0:17:15, time: 1.674, data_time: 1.100, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7477, loss_cls: 2.0585, loss: 2.0585, grad_norm: 5.4773 2020-07-27 20:11:15,204 - mmaction - INFO - Epoch [35][3640/3757] lr: 1.000e-02, eta: 5 days, 0:16:40, time: 1.777, data_time: 1.161, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7758, loss_cls: 1.9537, loss: 1.9537, grad_norm: 5.5773 2020-07-27 20:11:49,261 - mmaction - INFO - Epoch [35][3660/3757] lr: 1.000e-02, eta: 5 days, 0:16:02, time: 1.706, data_time: 1.125, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7602, loss_cls: 2.0163, loss: 2.0163, grad_norm: 5.4779 2020-07-27 20:12:24,679 - mmaction - INFO - Epoch [35][3680/3757] lr: 1.000e-02, eta: 5 days, 0:15:26, time: 1.770, data_time: 1.172, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7867, loss_cls: 1.9527, loss: 1.9527, grad_norm: 5.6342 2020-07-27 20:12:59,713 - mmaction - INFO - Epoch [35][3700/3757] lr: 1.000e-02, eta: 5 days, 0:14:50, time: 1.744, data_time: 1.178, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7758, loss_cls: 1.9612, loss: 1.9612, grad_norm: 5.5041 2020-07-27 20:13:36,469 - mmaction - INFO - Epoch [35][3720/3757] lr: 1.000e-02, eta: 5 days, 0:14:17, time: 1.845, data_time: 1.176, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7672, loss_cls: 1.9898, loss: 1.9898, grad_norm: 5.7276 2020-07-27 20:14:12,545 - mmaction - INFO - Epoch [35][3740/3757] lr: 1.000e-02, eta: 5 days, 0:13:43, time: 1.802, data_time: 1.041, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7586, loss_cls: 2.0067, loss: 2.0067, grad_norm: 5.6273 2020-07-27 20:14:35,060 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-07-27 20:15:27,591 - mmaction - INFO - Epoch [36][20/3757] lr: 1.000e-02, eta: 5 days, 0:12:10, time: 2.551, data_time: 1.962, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7367, loss_cls: 2.0835, loss: 2.0835, grad_norm: 5.7980 2020-07-27 20:16:03,174 - mmaction - INFO - Epoch [36][40/3757] lr: 1.000e-02, eta: 5 days, 0:11:35, time: 1.773, data_time: 0.530, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7609, loss_cls: 1.9669, loss: 1.9669, grad_norm: 5.5344 2020-07-27 20:16:38,425 - mmaction - INFO - Epoch [36][60/3757] lr: 1.000e-02, eta: 5 days, 0:10:59, time: 1.770, data_time: 0.341, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7617, loss_cls: 2.0078, loss: 2.0078, grad_norm: 5.5935 2020-07-27 20:17:14,073 - mmaction - INFO - Epoch [36][80/3757] lr: 1.000e-02, eta: 5 days, 0:10:24, time: 1.775, data_time: 0.992, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7633, loss_cls: 2.0417, loss: 2.0417, grad_norm: 5.6210 2020-07-27 20:17:47,679 - mmaction - INFO - Epoch [36][100/3757] lr: 1.000e-02, eta: 5 days, 0:09:45, time: 1.676, data_time: 0.979, memory: 5170, top1_acc: 0.5672, top5_acc: 0.7945, loss_cls: 1.8413, loss: 1.8413, grad_norm: 5.4920 2020-07-27 20:18:25,856 - mmaction - INFO - Epoch [36][120/3757] lr: 1.000e-02, eta: 5 days, 0:09:15, time: 1.920, data_time: 1.215, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7648, loss_cls: 2.0268, loss: 2.0268, grad_norm: 5.6984 2020-07-27 20:19:00,642 - mmaction - INFO - Epoch [36][140/3757] lr: 1.000e-02, eta: 5 days, 0:08:38, time: 1.738, data_time: 0.882, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7766, loss_cls: 1.9558, loss: 1.9558, grad_norm: 5.8282 2020-07-27 20:19:35,322 - mmaction - INFO - Epoch [36][160/3757] lr: 1.000e-02, eta: 5 days, 0:08:01, time: 1.728, data_time: 1.149, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7711, loss_cls: 1.9462, loss: 1.9462, grad_norm: 5.6558 2020-07-27 20:20:09,693 - mmaction - INFO - Epoch [36][180/3757] lr: 1.000e-02, eta: 5 days, 0:07:24, time: 1.725, data_time: 1.139, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7711, loss_cls: 1.9496, loss: 1.9496, grad_norm: 5.6784 2020-07-27 20:20:46,375 - mmaction - INFO - Epoch [36][200/3757] lr: 1.000e-02, eta: 5 days, 0:06:51, time: 1.834, data_time: 0.532, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7805, loss_cls: 1.9463, loss: 1.9463, grad_norm: 5.8422 2020-07-27 20:21:20,314 - mmaction - INFO - Epoch [36][220/3757] lr: 1.000e-02, eta: 5 days, 0:06:12, time: 1.689, data_time: 0.009, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7852, loss_cls: 1.8973, loss: 1.8973, grad_norm: 5.5525 2020-07-27 20:21:55,061 - mmaction - INFO - Epoch [36][240/3757] lr: 1.000e-02, eta: 5 days, 0:05:36, time: 1.742, data_time: 0.011, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7758, loss_cls: 1.9595, loss: 1.9595, grad_norm: 5.7361 2020-07-27 20:22:31,065 - mmaction - INFO - Epoch [36][260/3757] lr: 1.000e-02, eta: 5 days, 0:05:01, time: 1.801, data_time: 0.009, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7648, loss_cls: 2.0781, loss: 2.0781, grad_norm: 5.7821 2020-07-27 20:23:07,196 - mmaction - INFO - Epoch [36][280/3757] lr: 1.000e-02, eta: 5 days, 0:04:27, time: 1.803, data_time: 0.011, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7844, loss_cls: 1.9716, loss: 1.9716, grad_norm: 5.6718 2020-07-27 20:23:42,939 - mmaction - INFO - Epoch [36][300/3757] lr: 1.000e-02, eta: 5 days, 0:03:52, time: 1.792, data_time: 0.010, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7836, loss_cls: 1.9236, loss: 1.9236, grad_norm: 5.6108 2020-07-27 20:24:18,446 - mmaction - INFO - Epoch [36][320/3757] lr: 1.000e-02, eta: 5 days, 0:03:17, time: 1.770, data_time: 0.008, memory: 5170, top1_acc: 0.5609, top5_acc: 0.7898, loss_cls: 1.8841, loss: 1.8841, grad_norm: 5.6472 2020-07-27 20:24:52,352 - mmaction - INFO - Epoch [36][340/3757] lr: 1.000e-02, eta: 5 days, 0:02:39, time: 1.700, data_time: 0.010, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7844, loss_cls: 1.9136, loss: 1.9136, grad_norm: 5.6189 2020-07-27 20:25:24,401 - mmaction - INFO - Epoch [36][360/3757] lr: 1.000e-02, eta: 5 days, 0:01:57, time: 1.604, data_time: 0.010, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.8429, loss: 1.8429, grad_norm: 5.3815 2020-07-27 20:25:58,277 - mmaction - INFO - Epoch [36][380/3757] lr: 1.000e-02, eta: 5 days, 0:01:19, time: 1.695, data_time: 0.012, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7852, loss_cls: 1.9225, loss: 1.9225, grad_norm: 5.5994 2020-07-27 20:26:32,358 - mmaction - INFO - Epoch [36][400/3757] lr: 1.000e-02, eta: 5 days, 0:00:41, time: 1.703, data_time: 0.007, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7547, loss_cls: 2.0735, loss: 2.0735, grad_norm: 5.7775 2020-07-27 20:27:06,652 - mmaction - INFO - Epoch [36][420/3757] lr: 1.000e-02, eta: 5 days, 0:00:03, time: 1.716, data_time: 0.152, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.0682, loss: 2.0682, grad_norm: 5.8485 2020-07-27 20:27:42,893 - mmaction - INFO - Epoch [36][440/3757] lr: 1.000e-02, eta: 4 days, 23:59:29, time: 1.810, data_time: 0.035, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7656, loss_cls: 2.0585, loss: 2.0585, grad_norm: 5.7946 2020-07-27 20:28:17,418 - mmaction - INFO - Epoch [36][460/3757] lr: 1.000e-02, eta: 4 days, 23:58:52, time: 1.728, data_time: 0.190, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7688, loss_cls: 1.9361, loss: 1.9361, grad_norm: 5.5604 2020-07-27 20:28:52,533 - mmaction - INFO - Epoch [36][480/3757] lr: 1.000e-02, eta: 4 days, 23:58:16, time: 1.757, data_time: 0.479, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7812, loss_cls: 1.9643, loss: 1.9643, grad_norm: 5.5760 2020-07-27 20:29:27,122 - mmaction - INFO - Epoch [36][500/3757] lr: 1.000e-02, eta: 4 days, 23:57:39, time: 1.722, data_time: 0.110, memory: 5170, top1_acc: 0.5625, top5_acc: 0.7711, loss_cls: 1.9018, loss: 1.9018, grad_norm: 5.5542 2020-07-27 20:30:00,956 - mmaction - INFO - Epoch [36][520/3757] lr: 1.000e-02, eta: 4 days, 23:57:01, time: 1.699, data_time: 0.016, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0740, loss: 2.0740, grad_norm: 6.0310 2020-07-27 20:30:38,466 - mmaction - INFO - Epoch [36][540/3757] lr: 1.000e-02, eta: 4 days, 23:56:29, time: 1.876, data_time: 0.008, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7633, loss_cls: 2.0288, loss: 2.0288, grad_norm: 5.8021 2020-07-27 20:31:10,372 - mmaction - INFO - Epoch [36][560/3757] lr: 1.000e-02, eta: 4 days, 23:55:47, time: 1.594, data_time: 0.002, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7656, loss_cls: 1.9823, loss: 1.9823, grad_norm: 5.7841 2020-07-27 20:31:47,420 - mmaction - INFO - Epoch [36][580/3757] lr: 1.000e-02, eta: 4 days, 23:55:15, time: 1.849, data_time: 0.044, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7578, loss_cls: 2.0629, loss: 2.0629, grad_norm: 5.8147 2020-07-27 20:32:22,883 - mmaction - INFO - Epoch [36][600/3757] lr: 1.000e-02, eta: 4 days, 23:54:39, time: 1.774, data_time: 0.029, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7273, loss_cls: 2.2235, loss: 2.2235, grad_norm: 6.0507 2020-07-27 20:32:58,775 - mmaction - INFO - Epoch [36][620/3757] lr: 1.000e-02, eta: 4 days, 23:54:05, time: 1.796, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7688, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.6824 2020-07-27 20:33:35,442 - mmaction - INFO - Epoch [36][640/3757] lr: 1.000e-02, eta: 4 days, 23:53:31, time: 1.832, data_time: 0.005, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7594, loss_cls: 2.0125, loss: 2.0125, grad_norm: 5.5697 2020-07-27 20:34:07,974 - mmaction - INFO - Epoch [36][660/3757] lr: 1.000e-02, eta: 4 days, 23:52:51, time: 1.630, data_time: 0.008, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 1.9385, loss: 1.9385, grad_norm: 5.4563 2020-07-27 20:34:43,920 - mmaction - INFO - Epoch [36][680/3757] lr: 1.000e-02, eta: 4 days, 23:52:16, time: 1.789, data_time: 0.007, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7734, loss_cls: 1.9566, loss: 1.9566, grad_norm: 5.5021 2020-07-27 20:35:18,967 - mmaction - INFO - Epoch [36][700/3757] lr: 1.000e-02, eta: 4 days, 23:51:40, time: 1.760, data_time: 0.011, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7531, loss_cls: 2.0317, loss: 2.0317, grad_norm: 5.6069 2020-07-27 20:35:54,123 - mmaction - INFO - Epoch [36][720/3757] lr: 1.000e-02, eta: 4 days, 23:51:04, time: 1.757, data_time: 0.002, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7859, loss_cls: 1.8939, loss: 1.8939, grad_norm: 5.6205 2020-07-27 20:36:29,677 - mmaction - INFO - Epoch [36][740/3757] lr: 1.000e-02, eta: 4 days, 23:50:29, time: 1.771, data_time: 0.021, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7641, loss_cls: 2.0316, loss: 2.0316, grad_norm: 5.7441 2020-07-27 20:37:04,714 - mmaction - INFO - Epoch [36][760/3757] lr: 1.000e-02, eta: 4 days, 23:49:53, time: 1.759, data_time: 0.022, memory: 5170, top1_acc: 0.5719, top5_acc: 0.7867, loss_cls: 1.9052, loss: 1.9052, grad_norm: 5.3481 2020-07-27 20:37:39,380 - mmaction - INFO - Epoch [36][780/3757] lr: 1.000e-02, eta: 4 days, 23:49:16, time: 1.733, data_time: 0.010, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7773, loss_cls: 1.9744, loss: 1.9744, grad_norm: 5.6769 2020-07-27 20:38:15,654 - mmaction - INFO - Epoch [36][800/3757] lr: 1.000e-02, eta: 4 days, 23:48:42, time: 1.813, data_time: 0.004, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7859, loss_cls: 1.9128, loss: 1.9128, grad_norm: 5.6368 2020-07-27 20:38:49,528 - mmaction - INFO - Epoch [36][820/3757] lr: 1.000e-02, eta: 4 days, 23:48:03, time: 1.690, data_time: 0.009, memory: 5170, top1_acc: 0.5656, top5_acc: 0.7805, loss_cls: 1.8882, loss: 1.8882, grad_norm: 5.4952 2020-07-27 20:39:24,985 - mmaction - INFO - Epoch [36][840/3757] lr: 1.000e-02, eta: 4 days, 23:47:28, time: 1.775, data_time: 0.008, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7758, loss_cls: 1.9940, loss: 1.9940, grad_norm: 5.8817 2020-07-27 20:40:00,720 - mmaction - INFO - Epoch [36][860/3757] lr: 1.000e-02, eta: 4 days, 23:46:53, time: 1.785, data_time: 0.010, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7641, loss_cls: 2.0632, loss: 2.0632, grad_norm: 5.9819 2020-07-27 20:40:35,573 - mmaction - INFO - Epoch [36][880/3757] lr: 1.000e-02, eta: 4 days, 23:46:17, time: 1.747, data_time: 0.720, memory: 5170, top1_acc: 0.5609, top5_acc: 0.7859, loss_cls: 1.9318, loss: 1.9318, grad_norm: 5.6933 2020-07-27 20:41:11,912 - mmaction - INFO - Epoch [36][900/3757] lr: 1.000e-02, eta: 4 days, 23:45:43, time: 1.810, data_time: 1.011, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7633, loss_cls: 2.0469, loss: 2.0469, grad_norm: 5.8149 2020-07-27 20:41:46,005 - mmaction - INFO - Epoch [36][920/3757] lr: 1.000e-02, eta: 4 days, 23:45:05, time: 1.711, data_time: 0.092, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7734, loss_cls: 1.9780, loss: 1.9780, grad_norm: 5.6188 2020-07-27 20:42:22,206 - mmaction - INFO - Epoch [36][940/3757] lr: 1.000e-02, eta: 4 days, 23:44:31, time: 1.805, data_time: 0.161, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7523, loss_cls: 2.1103, loss: 2.1103, grad_norm: 5.7683 2020-07-27 20:42:56,086 - mmaction - INFO - Epoch [36][960/3757] lr: 1.000e-02, eta: 4 days, 23:43:53, time: 1.698, data_time: 0.062, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7844, loss_cls: 1.9605, loss: 1.9605, grad_norm: 5.6154 2020-07-27 20:43:32,836 - mmaction - INFO - Epoch [36][980/3757] lr: 1.000e-02, eta: 4 days, 23:43:20, time: 1.839, data_time: 0.010, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7555, loss_cls: 2.0183, loss: 2.0183, grad_norm: 5.7841 2020-07-27 20:44:08,968 - mmaction - INFO - Epoch [36][1000/3757] lr: 1.000e-02, eta: 4 days, 23:42:45, time: 1.797, data_time: 0.008, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7586, loss_cls: 2.0173, loss: 2.0173, grad_norm: 5.7441 2020-07-27 20:44:46,744 - mmaction - INFO - Epoch [36][1020/3757] lr: 1.000e-02, eta: 4 days, 23:42:14, time: 1.892, data_time: 0.012, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7625, loss_cls: 2.0227, loss: 2.0227, grad_norm: 5.7234 2020-07-27 20:45:23,266 - mmaction - INFO - Epoch [36][1040/3757] lr: 1.000e-02, eta: 4 days, 23:41:41, time: 1.831, data_time: 0.009, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7719, loss_cls: 2.0154, loss: 2.0154, grad_norm: 5.7026 2020-07-27 20:45:55,525 - mmaction - INFO - Epoch [36][1060/3757] lr: 1.000e-02, eta: 4 days, 23:41:00, time: 1.612, data_time: 0.003, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7750, loss_cls: 1.9739, loss: 1.9739, grad_norm: 5.6955 2020-07-27 20:46:31,031 - mmaction - INFO - Epoch [36][1080/3757] lr: 1.000e-02, eta: 4 days, 23:40:24, time: 1.775, data_time: 0.010, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7789, loss_cls: 1.8966, loss: 1.8966, grad_norm: 5.6869 2020-07-27 20:47:06,082 - mmaction - INFO - Epoch [36][1100/3757] lr: 1.000e-02, eta: 4 days, 23:39:48, time: 1.749, data_time: 0.011, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7570, loss_cls: 2.0798, loss: 2.0798, grad_norm: 6.0181 2020-07-27 20:47:40,709 - mmaction - INFO - Epoch [36][1120/3757] lr: 1.000e-02, eta: 4 days, 23:39:11, time: 1.736, data_time: 0.008, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7648, loss_cls: 1.9751, loss: 1.9751, grad_norm: 5.7448 2020-07-27 20:48:15,507 - mmaction - INFO - Epoch [36][1140/3757] lr: 1.000e-02, eta: 4 days, 23:38:34, time: 1.737, data_time: 0.009, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9418, loss: 1.9418, grad_norm: 5.8014 2020-07-27 20:48:48,557 - mmaction - INFO - Epoch [36][1160/3757] lr: 1.000e-02, eta: 4 days, 23:37:55, time: 1.656, data_time: 0.010, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7703, loss_cls: 2.0123, loss: 2.0123, grad_norm: 5.6202 2020-07-27 20:49:24,595 - mmaction - INFO - Epoch [36][1180/3757] lr: 1.000e-02, eta: 4 days, 23:37:20, time: 1.795, data_time: 0.009, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7562, loss_cls: 2.0691, loss: 2.0691, grad_norm: 5.7598 2020-07-27 20:49:58,802 - mmaction - INFO - Epoch [36][1200/3757] lr: 1.000e-02, eta: 4 days, 23:36:43, time: 1.718, data_time: 0.010, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7648, loss_cls: 1.9961, loss: 1.9961, grad_norm: 5.8359 2020-07-27 20:50:39,049 - mmaction - INFO - Epoch [36][1220/3757] lr: 1.000e-02, eta: 4 days, 23:36:16, time: 2.012, data_time: 0.008, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7461, loss_cls: 2.0872, loss: 2.0872, grad_norm: 5.9573 2020-07-27 20:51:06,094 - mmaction - INFO - Epoch [36][1240/3757] lr: 1.000e-02, eta: 4 days, 23:35:25, time: 1.351, data_time: 0.094, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7633, loss_cls: 2.0527, loss: 2.0527, grad_norm: 5.8174 2020-07-27 20:51:42,506 - mmaction - INFO - Epoch [36][1260/3757] lr: 1.000e-02, eta: 4 days, 23:34:51, time: 1.820, data_time: 0.019, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7609, loss_cls: 2.0233, loss: 2.0233, grad_norm: 5.7278 2020-07-27 20:52:17,752 - mmaction - INFO - Epoch [36][1280/3757] lr: 1.000e-02, eta: 4 days, 23:34:16, time: 1.764, data_time: 0.011, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7805, loss_cls: 1.9581, loss: 1.9581, grad_norm: 5.7723 2020-07-27 20:52:55,583 - mmaction - INFO - Epoch [36][1300/3757] lr: 1.000e-02, eta: 4 days, 23:33:45, time: 1.892, data_time: 0.003, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7547, loss_cls: 2.0494, loss: 2.0494, grad_norm: 5.8129 2020-07-27 20:53:29,345 - mmaction - INFO - Epoch [36][1320/3757] lr: 1.000e-02, eta: 4 days, 23:33:06, time: 1.689, data_time: 0.002, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7703, loss_cls: 2.0121, loss: 2.0121, grad_norm: 6.0686 2020-07-27 20:54:05,111 - mmaction - INFO - Epoch [36][1340/3757] lr: 1.000e-02, eta: 4 days, 23:32:31, time: 1.781, data_time: 0.066, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7484, loss_cls: 2.0967, loss: 2.0967, grad_norm: 6.0355 2020-07-27 20:54:38,713 - mmaction - INFO - Epoch [36][1360/3757] lr: 1.000e-02, eta: 4 days, 23:31:52, time: 1.680, data_time: 0.175, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7672, loss_cls: 2.0461, loss: 2.0461, grad_norm: 5.9153 2020-07-27 20:55:15,338 - mmaction - INFO - Epoch [36][1380/3757] lr: 1.000e-02, eta: 4 days, 23:31:19, time: 1.834, data_time: 0.459, memory: 5170, top1_acc: 0.5734, top5_acc: 0.8031, loss_cls: 1.8461, loss: 1.8461, grad_norm: 5.5941 2020-07-27 20:55:49,244 - mmaction - INFO - Epoch [36][1400/3757] lr: 1.000e-02, eta: 4 days, 23:30:41, time: 1.698, data_time: 0.009, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7656, loss_cls: 1.9923, loss: 1.9923, grad_norm: 5.8672 2020-07-27 20:56:26,224 - mmaction - INFO - Epoch [36][1420/3757] lr: 1.000e-02, eta: 4 days, 23:30:08, time: 1.850, data_time: 0.099, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7656, loss_cls: 2.0173, loss: 2.0173, grad_norm: 5.8585 2020-07-27 20:57:00,922 - mmaction - INFO - Epoch [36][1440/3757] lr: 1.000e-02, eta: 4 days, 23:29:32, time: 1.734, data_time: 0.002, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7656, loss_cls: 1.9806, loss: 1.9806, grad_norm: 5.7251 2020-07-27 20:57:36,544 - mmaction - INFO - Epoch [36][1460/3757] lr: 1.000e-02, eta: 4 days, 23:28:56, time: 1.776, data_time: 0.678, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7703, loss_cls: 2.0112, loss: 2.0112, grad_norm: 5.8524 2020-07-27 20:58:11,336 - mmaction - INFO - Epoch [36][1480/3757] lr: 1.000e-02, eta: 4 days, 23:28:20, time: 1.744, data_time: 1.011, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7664, loss_cls: 2.0124, loss: 2.0124, grad_norm: 5.7000 2020-07-27 20:58:45,251 - mmaction - INFO - Epoch [36][1500/3757] lr: 1.000e-02, eta: 4 days, 23:27:41, time: 1.690, data_time: 0.571, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7469, loss_cls: 2.0882, loss: 2.0882, grad_norm: 5.6884 2020-07-27 20:59:21,227 - mmaction - INFO - Epoch [36][1520/3757] lr: 1.000e-02, eta: 4 days, 23:27:07, time: 1.805, data_time: 1.042, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7781, loss_cls: 2.0033, loss: 2.0033, grad_norm: 5.8817 2020-07-27 20:59:56,033 - mmaction - INFO - Epoch [36][1540/3757] lr: 1.000e-02, eta: 4 days, 23:26:30, time: 1.733, data_time: 0.201, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7711, loss_cls: 2.0282, loss: 2.0282, grad_norm: 5.7470 2020-07-27 21:00:30,609 - mmaction - INFO - Epoch [36][1560/3757] lr: 1.000e-02, eta: 4 days, 23:25:52, time: 1.679, data_time: 0.010, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7508, loss_cls: 2.1044, loss: 2.1044, grad_norm: 5.8416 2020-07-27 21:01:06,482 - mmaction - INFO - Epoch [36][1580/3757] lr: 1.000e-02, eta: 4 days, 23:25:19, time: 1.846, data_time: 0.356, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7594, loss_cls: 2.0344, loss: 2.0344, grad_norm: 5.8638 2020-07-27 21:01:40,502 - mmaction - INFO - Epoch [36][1600/3757] lr: 1.000e-02, eta: 4 days, 23:24:41, time: 1.707, data_time: 0.760, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 2.0145, loss: 2.0145, grad_norm: 5.8853 2020-07-27 21:02:16,530 - mmaction - INFO - Epoch [36][1620/3757] lr: 1.000e-02, eta: 4 days, 23:24:06, time: 1.796, data_time: 0.014, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7797, loss_cls: 1.9560, loss: 1.9560, grad_norm: 5.7420 2020-07-27 21:02:51,951 - mmaction - INFO - Epoch [36][1640/3757] lr: 1.000e-02, eta: 4 days, 23:23:31, time: 1.776, data_time: 0.084, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7609, loss_cls: 2.0391, loss: 2.0391, grad_norm: 5.8742 2020-07-27 21:03:28,192 - mmaction - INFO - Epoch [36][1660/3757] lr: 1.000e-02, eta: 4 days, 23:22:57, time: 1.805, data_time: 0.096, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7805, loss_cls: 1.9340, loss: 1.9340, grad_norm: 5.5460 2020-07-27 21:04:01,846 - mmaction - INFO - Epoch [36][1680/3757] lr: 1.000e-02, eta: 4 days, 23:22:18, time: 1.689, data_time: 0.036, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7805, loss_cls: 1.9604, loss: 1.9604, grad_norm: 5.8035 2020-07-27 21:04:36,991 - mmaction - INFO - Epoch [36][1700/3757] lr: 1.000e-02, eta: 4 days, 23:21:42, time: 1.758, data_time: 0.609, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7820, loss_cls: 1.9348, loss: 1.9348, grad_norm: 5.7006 2020-07-27 21:05:11,752 - mmaction - INFO - Epoch [36][1720/3757] lr: 1.000e-02, eta: 4 days, 23:21:06, time: 1.736, data_time: 0.769, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7695, loss_cls: 2.0237, loss: 2.0237, grad_norm: 5.8348 2020-07-27 21:05:47,119 - mmaction - INFO - Epoch [36][1740/3757] lr: 1.000e-02, eta: 4 days, 23:20:30, time: 1.770, data_time: 1.040, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7602, loss_cls: 2.0389, loss: 2.0389, grad_norm: 5.7130 2020-07-27 21:06:22,387 - mmaction - INFO - Epoch [36][1760/3757] lr: 1.000e-02, eta: 4 days, 23:19:54, time: 1.764, data_time: 0.809, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7641, loss_cls: 2.0656, loss: 2.0656, grad_norm: 5.7126 2020-07-27 21:06:57,664 - mmaction - INFO - Epoch [36][1780/3757] lr: 1.000e-02, eta: 4 days, 23:19:18, time: 1.756, data_time: 0.649, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7453, loss_cls: 1.9964, loss: 1.9964, grad_norm: 5.7445 2020-07-27 21:07:33,153 - mmaction - INFO - Epoch [36][1800/3757] lr: 1.000e-02, eta: 4 days, 23:18:43, time: 1.782, data_time: 0.109, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7734, loss_cls: 1.9702, loss: 1.9702, grad_norm: 5.6669 2020-07-27 21:08:05,262 - mmaction - INFO - Epoch [36][1820/3757] lr: 1.000e-02, eta: 4 days, 23:18:02, time: 1.602, data_time: 0.049, memory: 5170, top1_acc: 0.5578, top5_acc: 0.7797, loss_cls: 1.9349, loss: 1.9349, grad_norm: 5.5797 2020-07-27 21:08:44,194 - mmaction - INFO - Epoch [36][1840/3757] lr: 1.000e-02, eta: 4 days, 23:17:33, time: 1.947, data_time: 0.021, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7789, loss_cls: 1.9605, loss: 1.9605, grad_norm: 5.7739 2020-07-27 21:09:17,265 - mmaction - INFO - Epoch [36][1860/3757] lr: 1.000e-02, eta: 4 days, 23:16:53, time: 1.652, data_time: 0.019, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7594, loss_cls: 2.0496, loss: 2.0496, grad_norm: 5.6407 2020-07-27 21:09:50,739 - mmaction - INFO - Epoch [36][1880/3757] lr: 1.000e-02, eta: 4 days, 23:16:14, time: 1.670, data_time: 0.085, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7562, loss_cls: 2.0722, loss: 2.0722, grad_norm: 5.9663 2020-07-27 21:10:25,255 - mmaction - INFO - Epoch [36][1900/3757] lr: 1.000e-02, eta: 4 days, 23:15:37, time: 1.730, data_time: 0.339, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7828, loss_cls: 1.9844, loss: 1.9844, grad_norm: 5.6698 2020-07-27 21:11:00,695 - mmaction - INFO - Epoch [36][1920/3757] lr: 1.000e-02, eta: 4 days, 23:15:02, time: 1.776, data_time: 0.015, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7727, loss_cls: 1.9433, loss: 1.9433, grad_norm: 5.8426 2020-07-27 21:11:33,358 - mmaction - INFO - Epoch [36][1940/3757] lr: 1.000e-02, eta: 4 days, 23:14:21, time: 1.629, data_time: 0.007, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7523, loss_cls: 2.0219, loss: 2.0219, grad_norm: 5.6132 2020-07-27 21:12:09,131 - mmaction - INFO - Epoch [36][1960/3757] lr: 1.000e-02, eta: 4 days, 23:13:46, time: 1.789, data_time: 0.046, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9816, loss: 1.9816, grad_norm: 5.6532 2020-07-27 21:12:45,187 - mmaction - INFO - Epoch [36][1980/3757] lr: 1.000e-02, eta: 4 days, 23:13:12, time: 1.798, data_time: 0.011, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7578, loss_cls: 1.9998, loss: 1.9998, grad_norm: 5.6988 2020-07-27 21:13:22,585 - mmaction - INFO - Epoch [36][2000/3757] lr: 1.000e-02, eta: 4 days, 23:12:40, time: 1.876, data_time: 0.010, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7664, loss_cls: 1.9993, loss: 1.9993, grad_norm: 5.5239 2020-07-27 21:13:58,494 - mmaction - INFO - Epoch [36][2020/3757] lr: 1.000e-02, eta: 4 days, 23:12:05, time: 1.795, data_time: 0.004, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7594, loss_cls: 2.0875, loss: 2.0875, grad_norm: 5.7327 2020-07-27 21:14:32,569 - mmaction - INFO - Epoch [36][2040/3757] lr: 1.000e-02, eta: 4 days, 23:11:27, time: 1.696, data_time: 0.009, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7594, loss_cls: 2.0422, loss: 2.0422, grad_norm: 5.6684 2020-07-27 21:15:07,124 - mmaction - INFO - Epoch [36][2060/3757] lr: 1.000e-02, eta: 4 days, 23:10:50, time: 1.736, data_time: 0.011, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7688, loss_cls: 2.0106, loss: 2.0106, grad_norm: 5.8192 2020-07-27 21:15:43,138 - mmaction - INFO - Epoch [36][2080/3757] lr: 1.000e-02, eta: 4 days, 23:10:16, time: 1.801, data_time: 0.003, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7711, loss_cls: 2.0124, loss: 2.0124, grad_norm: 5.7004 2020-07-27 21:16:18,145 - mmaction - INFO - Epoch [36][2100/3757] lr: 1.000e-02, eta: 4 days, 23:09:40, time: 1.744, data_time: 0.007, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7680, loss_cls: 2.0079, loss: 2.0079, grad_norm: 5.6355 2020-07-27 21:16:52,663 - mmaction - INFO - Epoch [36][2120/3757] lr: 1.000e-02, eta: 4 days, 23:09:03, time: 1.731, data_time: 0.010, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7414, loss_cls: 2.1092, loss: 2.1092, grad_norm: 5.8250 2020-07-27 21:17:28,831 - mmaction - INFO - Epoch [36][2140/3757] lr: 1.000e-02, eta: 4 days, 23:08:29, time: 1.808, data_time: 0.073, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7570, loss_cls: 2.0446, loss: 2.0446, grad_norm: 5.6135 2020-07-27 21:18:04,699 - mmaction - INFO - Epoch [36][2160/3757] lr: 1.000e-02, eta: 4 days, 23:07:54, time: 1.793, data_time: 0.003, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.0898, loss: 2.0898, grad_norm: 5.8053 2020-07-27 21:18:41,475 - mmaction - INFO - Epoch [36][2180/3757] lr: 1.000e-02, eta: 4 days, 23:07:21, time: 1.838, data_time: 0.009, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.0704, loss: 2.0704, grad_norm: 5.8356 2020-07-27 21:19:13,602 - mmaction - INFO - Epoch [36][2200/3757] lr: 1.000e-02, eta: 4 days, 23:06:40, time: 1.609, data_time: 0.013, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7430, loss_cls: 2.0877, loss: 2.0877, grad_norm: 5.6346 2020-07-27 21:19:50,490 - mmaction - INFO - Epoch [36][2220/3757] lr: 1.000e-02, eta: 4 days, 23:06:07, time: 1.842, data_time: 0.067, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.1115, loss: 2.1115, grad_norm: 5.6796 2020-07-27 21:20:24,502 - mmaction - INFO - Epoch [36][2240/3757] lr: 1.000e-02, eta: 4 days, 23:05:28, time: 1.694, data_time: 0.122, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7648, loss_cls: 2.0853, loss: 2.0853, grad_norm: 5.7381 2020-07-27 21:21:00,618 - mmaction - INFO - Epoch [36][2260/3757] lr: 1.000e-02, eta: 4 days, 23:04:54, time: 1.814, data_time: 0.236, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7594, loss_cls: 2.0590, loss: 2.0590, grad_norm: 5.8858 2020-07-27 21:21:36,357 - mmaction - INFO - Epoch [36][2280/3757] lr: 1.000e-02, eta: 4 days, 23:04:20, time: 1.785, data_time: 0.255, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7578, loss_cls: 2.0472, loss: 2.0472, grad_norm: 5.7200 2020-07-27 21:22:09,407 - mmaction - INFO - Epoch [36][2300/3757] lr: 1.000e-02, eta: 4 days, 23:03:40, time: 1.647, data_time: 0.092, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7742, loss_cls: 2.0508, loss: 2.0508, grad_norm: 5.8405 2020-07-27 21:22:42,392 - mmaction - INFO - Epoch [36][2320/3757] lr: 1.000e-02, eta: 4 days, 23:03:00, time: 1.654, data_time: 0.017, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 2.0190, loss: 2.0190, grad_norm: 5.6560 2020-07-27 21:23:17,425 - mmaction - INFO - Epoch [36][2340/3757] lr: 1.000e-02, eta: 4 days, 23:02:24, time: 1.754, data_time: 0.018, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7727, loss_cls: 2.0154, loss: 2.0154, grad_norm: 5.7125 2020-07-27 21:23:54,329 - mmaction - INFO - Epoch [36][2360/3757] lr: 1.000e-02, eta: 4 days, 23:01:51, time: 1.845, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7336, loss_cls: 2.1507, loss: 2.1507, grad_norm: 5.8537 2020-07-27 21:24:31,705 - mmaction - INFO - Epoch [36][2380/3757] lr: 1.000e-02, eta: 4 days, 23:01:19, time: 1.860, data_time: 0.009, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7516, loss_cls: 2.0656, loss: 2.0656, grad_norm: 5.6947 2020-07-27 21:25:10,749 - mmaction - INFO - Epoch [36][2400/3757] lr: 1.000e-02, eta: 4 days, 23:00:50, time: 1.957, data_time: 0.012, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7633, loss_cls: 2.0408, loss: 2.0408, grad_norm: 5.7085 2020-07-27 21:25:46,298 - mmaction - INFO - Epoch [36][2420/3757] lr: 1.000e-02, eta: 4 days, 23:00:15, time: 1.779, data_time: 0.007, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7766, loss_cls: 1.9698, loss: 1.9698, grad_norm: 5.5293 2020-07-27 21:26:20,661 - mmaction - INFO - Epoch [36][2440/3757] lr: 1.000e-02, eta: 4 days, 22:59:38, time: 1.721, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7492, loss_cls: 2.0953, loss: 2.0953, grad_norm: 5.9185 2020-07-27 21:26:55,723 - mmaction - INFO - Epoch [36][2460/3757] lr: 1.000e-02, eta: 4 days, 22:59:01, time: 1.746, data_time: 0.008, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7391, loss_cls: 2.1237, loss: 2.1237, grad_norm: 5.9694 2020-07-27 21:27:30,750 - mmaction - INFO - Epoch [36][2480/3757] lr: 1.000e-02, eta: 4 days, 22:58:25, time: 1.759, data_time: 0.010, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7586, loss_cls: 2.0283, loss: 2.0283, grad_norm: 5.7687 2020-07-27 21:28:01,608 - mmaction - INFO - Epoch [36][2500/3757] lr: 1.000e-02, eta: 4 days, 22:57:41, time: 1.535, data_time: 0.052, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7523, loss_cls: 2.0389, loss: 2.0389, grad_norm: 5.7931 2020-07-27 21:28:38,395 - mmaction - INFO - Epoch [36][2520/3757] lr: 1.000e-02, eta: 4 days, 22:57:08, time: 1.845, data_time: 0.147, memory: 5170, top1_acc: 0.5609, top5_acc: 0.7930, loss_cls: 1.8790, loss: 1.8790, grad_norm: 5.6179 2020-07-27 21:29:13,820 - mmaction - INFO - Epoch [36][2540/3757] lr: 1.000e-02, eta: 4 days, 22:56:33, time: 1.769, data_time: 0.010, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7703, loss_cls: 1.9580, loss: 1.9580, grad_norm: 5.6692 2020-07-27 21:29:48,049 - mmaction - INFO - Epoch [36][2560/3757] lr: 1.000e-02, eta: 4 days, 22:55:55, time: 1.714, data_time: 0.137, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7562, loss_cls: 2.0484, loss: 2.0484, grad_norm: 5.8687 2020-07-27 21:30:24,511 - mmaction - INFO - Epoch [36][2580/3757] lr: 1.000e-02, eta: 4 days, 22:55:22, time: 1.822, data_time: 0.028, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7586, loss_cls: 2.0853, loss: 2.0853, grad_norm: 5.8193 2020-07-27 21:31:01,287 - mmaction - INFO - Epoch [36][2600/3757] lr: 1.000e-02, eta: 4 days, 22:54:49, time: 1.838, data_time: 0.007, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7688, loss_cls: 1.9699, loss: 1.9699, grad_norm: 5.6328 2020-07-27 21:31:35,659 - mmaction - INFO - Epoch [36][2620/3757] lr: 1.000e-02, eta: 4 days, 22:54:12, time: 1.722, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7516, loss_cls: 2.1438, loss: 2.1438, grad_norm: 5.7995 2020-07-27 21:32:10,574 - mmaction - INFO - Epoch [36][2640/3757] lr: 1.000e-02, eta: 4 days, 22:53:35, time: 1.739, data_time: 0.010, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7656, loss_cls: 1.9992, loss: 1.9992, grad_norm: 5.5889 2020-07-27 21:32:43,994 - mmaction - INFO - Epoch [36][2660/3757] lr: 1.000e-02, eta: 4 days, 22:52:56, time: 1.671, data_time: 0.010, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7586, loss_cls: 2.0518, loss: 2.0518, grad_norm: 5.6006 2020-07-27 21:33:18,922 - mmaction - INFO - Epoch [36][2680/3757] lr: 1.000e-02, eta: 4 days, 22:52:19, time: 1.747, data_time: 0.049, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7867, loss_cls: 1.9211, loss: 1.9211, grad_norm: 5.6991 2020-07-27 21:33:54,860 - mmaction - INFO - Epoch [36][2700/3757] lr: 1.000e-02, eta: 4 days, 22:51:45, time: 1.797, data_time: 0.010, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7586, loss_cls: 2.0460, loss: 2.0460, grad_norm: 5.7754 2020-07-27 21:34:31,755 - mmaction - INFO - Epoch [36][2720/3757] lr: 1.000e-02, eta: 4 days, 22:51:12, time: 1.850, data_time: 0.009, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.1240, loss: 2.1240, grad_norm: 5.6542 2020-07-27 21:35:05,286 - mmaction - INFO - Epoch [36][2740/3757] lr: 1.000e-02, eta: 4 days, 22:50:34, time: 1.678, data_time: 0.011, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7688, loss_cls: 2.0081, loss: 2.0081, grad_norm: 5.9243 2020-07-27 21:35:42,614 - mmaction - INFO - Epoch [36][2760/3757] lr: 1.000e-02, eta: 4 days, 22:50:01, time: 1.859, data_time: 0.380, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7617, loss_cls: 2.0034, loss: 2.0034, grad_norm: 5.7044 2020-07-27 21:36:13,632 - mmaction - INFO - Epoch [36][2780/3757] lr: 1.000e-02, eta: 4 days, 22:49:18, time: 1.557, data_time: 0.010, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7516, loss_cls: 2.1339, loss: 2.1339, grad_norm: 5.9045 2020-07-27 21:36:49,387 - mmaction - INFO - Epoch [36][2800/3757] lr: 1.000e-02, eta: 4 days, 22:48:43, time: 1.780, data_time: 0.057, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.0080, loss: 2.0080, grad_norm: 5.7866 2020-07-27 21:37:22,514 - mmaction - INFO - Epoch [36][2820/3757] lr: 1.000e-02, eta: 4 days, 22:48:04, time: 1.665, data_time: 0.083, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7609, loss_cls: 2.0960, loss: 2.0960, grad_norm: 5.8380 2020-07-27 21:37:58,270 - mmaction - INFO - Epoch [36][2840/3757] lr: 1.000e-02, eta: 4 days, 22:47:29, time: 1.780, data_time: 0.597, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7641, loss_cls: 2.0404, loss: 2.0404, grad_norm: 5.7243 2020-07-27 21:38:36,481 - mmaction - INFO - Epoch [36][2860/3757] lr: 1.000e-02, eta: 4 days, 22:46:58, time: 1.918, data_time: 0.223, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7828, loss_cls: 1.9167, loss: 1.9167, grad_norm: 5.6228 2020-07-27 21:39:09,088 - mmaction - INFO - Epoch [36][2880/3757] lr: 1.000e-02, eta: 4 days, 22:46:17, time: 1.620, data_time: 0.020, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7719, loss_cls: 1.9886, loss: 1.9886, grad_norm: 5.6904 2020-07-27 21:39:42,425 - mmaction - INFO - Epoch [36][2900/3757] lr: 1.000e-02, eta: 4 days, 22:45:39, time: 1.676, data_time: 0.012, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7641, loss_cls: 2.0704, loss: 2.0704, grad_norm: 5.7700 2020-07-27 21:40:18,096 - mmaction - INFO - Epoch [36][2920/3757] lr: 1.000e-02, eta: 4 days, 22:45:03, time: 1.776, data_time: 0.011, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7305, loss_cls: 2.0664, loss: 2.0664, grad_norm: 5.6336 2020-07-27 21:40:52,151 - mmaction - INFO - Epoch [36][2940/3757] lr: 1.000e-02, eta: 4 days, 22:44:26, time: 1.707, data_time: 0.013, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.0582, loss: 2.0582, grad_norm: 5.7649 2020-07-27 21:41:27,156 - mmaction - INFO - Epoch [36][2960/3757] lr: 1.000e-02, eta: 4 days, 22:43:49, time: 1.748, data_time: 0.108, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7586, loss_cls: 2.0382, loss: 2.0382, grad_norm: 5.5173 2020-07-27 21:42:00,339 - mmaction - INFO - Epoch [36][2980/3757] lr: 1.000e-02, eta: 4 days, 22:43:10, time: 1.660, data_time: 0.149, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7719, loss_cls: 1.9532, loss: 1.9532, grad_norm: 5.5944 2020-07-27 21:42:36,351 - mmaction - INFO - Epoch [36][3000/3757] lr: 1.000e-02, eta: 4 days, 22:42:36, time: 1.807, data_time: 0.411, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7547, loss_cls: 2.0635, loss: 2.0635, grad_norm: 5.5642 2020-07-27 21:43:13,091 - mmaction - INFO - Epoch [36][3020/3757] lr: 1.000e-02, eta: 4 days, 22:42:02, time: 1.833, data_time: 0.002, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7633, loss_cls: 1.9751, loss: 1.9751, grad_norm: 5.6933 2020-07-27 21:43:44,807 - mmaction - INFO - Epoch [36][3040/3757] lr: 1.000e-02, eta: 4 days, 22:41:20, time: 1.589, data_time: 0.006, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7367, loss_cls: 2.1792, loss: 2.1792, grad_norm: 5.9635 2020-07-27 21:44:22,659 - mmaction - INFO - Epoch [36][3060/3757] lr: 1.000e-02, eta: 4 days, 22:40:49, time: 1.891, data_time: 0.008, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0651, loss: 2.0651, grad_norm: 5.6708 2020-07-27 21:44:59,338 - mmaction - INFO - Epoch [36][3080/3757] lr: 1.000e-02, eta: 4 days, 22:40:16, time: 1.836, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7539, loss_cls: 2.1290, loss: 2.1290, grad_norm: 5.9104 2020-07-27 21:45:33,177 - mmaction - INFO - Epoch [36][3100/3757] lr: 1.000e-02, eta: 4 days, 22:39:38, time: 1.685, data_time: 0.008, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7508, loss_cls: 2.1123, loss: 2.1123, grad_norm: 5.7825 2020-07-27 21:46:07,189 - mmaction - INFO - Epoch [36][3120/3757] lr: 1.000e-02, eta: 4 days, 22:39:00, time: 1.708, data_time: 0.011, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7766, loss_cls: 1.9992, loss: 1.9992, grad_norm: 5.6823 2020-07-27 21:46:39,414 - mmaction - INFO - Epoch [36][3140/3757] lr: 1.000e-02, eta: 4 days, 22:38:19, time: 1.611, data_time: 0.009, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7555, loss_cls: 2.0808, loss: 2.0808, grad_norm: 5.9023 2020-07-27 21:47:16,327 - mmaction - INFO - Epoch [36][3160/3757] lr: 1.000e-02, eta: 4 days, 22:37:46, time: 1.845, data_time: 0.004, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.1545, loss: 2.1545, grad_norm: 5.9749 2020-07-27 21:47:56,227 - mmaction - INFO - Epoch [36][3180/3757] lr: 1.000e-02, eta: 4 days, 22:37:18, time: 1.996, data_time: 0.009, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7516, loss_cls: 2.0914, loss: 2.0914, grad_norm: 5.7770 2020-07-27 21:48:28,833 - mmaction - INFO - Epoch [36][3200/3757] lr: 1.000e-02, eta: 4 days, 22:36:38, time: 1.625, data_time: 0.002, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7492, loss_cls: 2.1400, loss: 2.1400, grad_norm: 5.8809 2020-07-27 21:49:04,912 - mmaction - INFO - Epoch [36][3220/3757] lr: 1.000e-02, eta: 4 days, 22:36:04, time: 1.807, data_time: 0.012, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7500, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.8943 2020-07-27 21:49:40,527 - mmaction - INFO - Epoch [36][3240/3757] lr: 1.000e-02, eta: 4 days, 22:35:28, time: 1.781, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7547, loss_cls: 2.0914, loss: 2.0914, grad_norm: 5.7162 2020-07-27 21:50:15,631 - mmaction - INFO - Epoch [36][3260/3757] lr: 1.000e-02, eta: 4 days, 22:34:52, time: 1.754, data_time: 0.010, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7656, loss_cls: 1.9984, loss: 1.9984, grad_norm: 5.4588 2020-07-27 21:50:48,772 - mmaction - INFO - Epoch [36][3280/3757] lr: 1.000e-02, eta: 4 days, 22:34:13, time: 1.660, data_time: 0.092, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1363, loss: 2.1363, grad_norm: 5.5575 2020-07-27 21:51:24,699 - mmaction - INFO - Epoch [36][3300/3757] lr: 1.000e-02, eta: 4 days, 22:33:38, time: 1.796, data_time: 0.009, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7625, loss_cls: 2.0456, loss: 2.0456, grad_norm: 5.6683 2020-07-27 21:51:58,458 - mmaction - INFO - Epoch [36][3320/3757] lr: 1.000e-02, eta: 4 days, 22:33:00, time: 1.687, data_time: 0.003, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7680, loss_cls: 1.9719, loss: 1.9719, grad_norm: 5.7229 2020-07-27 21:52:34,426 - mmaction - INFO - Epoch [36][3340/3757] lr: 1.000e-02, eta: 4 days, 22:32:25, time: 1.799, data_time: 0.045, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7766, loss_cls: 1.9183, loss: 1.9183, grad_norm: 5.5825 2020-07-27 21:53:11,049 - mmaction - INFO - Epoch [36][3360/3757] lr: 1.000e-02, eta: 4 days, 22:31:52, time: 1.828, data_time: 0.003, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7531, loss_cls: 2.0470, loss: 2.0470, grad_norm: 5.6897 2020-07-27 21:53:45,057 - mmaction - INFO - Epoch [36][3380/3757] lr: 1.000e-02, eta: 4 days, 22:31:14, time: 1.697, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7680, loss_cls: 2.0144, loss: 2.0144, grad_norm: 5.6921 2020-07-27 21:54:20,196 - mmaction - INFO - Epoch [36][3400/3757] lr: 1.000e-02, eta: 4 days, 22:30:38, time: 1.763, data_time: 0.009, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7508, loss_cls: 2.1195, loss: 2.1195, grad_norm: 5.7327 2020-07-27 21:54:56,335 - mmaction - INFO - Epoch [36][3420/3757] lr: 1.000e-02, eta: 4 days, 22:30:04, time: 1.798, data_time: 0.249, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7609, loss_cls: 2.0283, loss: 2.0283, grad_norm: 5.6439 2020-07-27 21:55:31,454 - mmaction - INFO - Epoch [36][3440/3757] lr: 1.000e-02, eta: 4 days, 22:29:28, time: 1.765, data_time: 0.012, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7680, loss_cls: 1.9861, loss: 1.9861, grad_norm: 5.3988 2020-07-27 21:56:06,055 - mmaction - INFO - Epoch [36][3460/3757] lr: 1.000e-02, eta: 4 days, 22:28:51, time: 1.723, data_time: 0.008, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7664, loss_cls: 2.0348, loss: 2.0348, grad_norm: 5.5866 2020-07-27 21:56:42,259 - mmaction - INFO - Epoch [36][3480/3757] lr: 1.000e-02, eta: 4 days, 22:28:17, time: 1.816, data_time: 0.010, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7469, loss_cls: 2.1722, loss: 2.1722, grad_norm: 5.7720 2020-07-27 21:57:16,993 - mmaction - INFO - Epoch [36][3500/3757] lr: 1.000e-02, eta: 4 days, 22:27:40, time: 1.731, data_time: 0.010, memory: 5170, top1_acc: 0.5586, top5_acc: 0.7781, loss_cls: 1.9345, loss: 1.9345, grad_norm: 5.5770 2020-07-27 21:57:52,457 - mmaction - INFO - Epoch [36][3520/3757] lr: 1.000e-02, eta: 4 days, 22:27:05, time: 1.779, data_time: 0.010, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7578, loss_cls: 1.9690, loss: 1.9690, grad_norm: 5.6702 2020-07-27 21:58:26,927 - mmaction - INFO - Epoch [36][3540/3757] lr: 1.000e-02, eta: 4 days, 22:26:28, time: 1.724, data_time: 0.008, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7758, loss_cls: 1.9785, loss: 1.9785, grad_norm: 5.7244 2020-07-27 21:59:02,269 - mmaction - INFO - Epoch [36][3560/3757] lr: 1.000e-02, eta: 4 days, 22:25:52, time: 1.764, data_time: 0.051, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7734, loss_cls: 2.0259, loss: 2.0259, grad_norm: 5.6910 2020-07-27 21:59:41,677 - mmaction - INFO - Epoch [36][3580/3757] lr: 1.000e-02, eta: 4 days, 22:25:24, time: 1.970, data_time: 0.011, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7672, loss_cls: 1.9749, loss: 1.9749, grad_norm: 5.7041 2020-07-27 22:00:13,684 - mmaction - INFO - Epoch [36][3600/3757] lr: 1.000e-02, eta: 4 days, 22:24:42, time: 1.595, data_time: 0.008, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7586, loss_cls: 2.0705, loss: 2.0705, grad_norm: 5.7557 2020-07-27 22:00:52,629 - mmaction - INFO - Epoch [36][3620/3757] lr: 1.000e-02, eta: 4 days, 22:24:13, time: 1.953, data_time: 0.023, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7516, loss_cls: 2.0644, loss: 2.0644, grad_norm: 5.7379 2020-07-27 22:01:23,877 - mmaction - INFO - Epoch [36][3640/3757] lr: 1.000e-02, eta: 4 days, 22:23:30, time: 1.562, data_time: 0.012, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 2.0116, loss: 2.0116, grad_norm: 5.6798 2020-07-27 22:01:57,755 - mmaction - INFO - Epoch [36][3660/3757] lr: 1.000e-02, eta: 4 days, 22:22:52, time: 1.698, data_time: 0.007, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7672, loss_cls: 1.9677, loss: 1.9677, grad_norm: 5.5214 2020-07-27 22:02:32,287 - mmaction - INFO - Epoch [36][3680/3757] lr: 1.000e-02, eta: 4 days, 22:22:15, time: 1.726, data_time: 0.008, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7836, loss_cls: 2.0254, loss: 2.0254, grad_norm: 5.7277 2020-07-27 22:03:08,930 - mmaction - INFO - Epoch [36][3700/3757] lr: 1.000e-02, eta: 4 days, 22:21:42, time: 1.832, data_time: 0.006, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 2.0602, loss: 2.0602, grad_norm: 5.7208 2020-07-27 22:03:44,311 - mmaction - INFO - Epoch [36][3720/3757] lr: 1.000e-02, eta: 4 days, 22:21:06, time: 1.771, data_time: 0.025, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7875, loss_cls: 1.9255, loss: 1.9255, grad_norm: 5.7066 2020-07-27 22:04:20,953 - mmaction - INFO - Epoch [36][3740/3757] lr: 1.000e-02, eta: 4 days, 22:20:33, time: 1.830, data_time: 0.014, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7875, loss_cls: 1.9303, loss: 1.9303, grad_norm: 5.7482 2020-07-27 22:04:43,835 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-07-27 22:05:33,690 - mmaction - INFO - Epoch [37][20/3757] lr: 1.000e-02, eta: 4 days, 22:18:56, time: 2.396, data_time: 0.709, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7547, loss_cls: 2.0982, loss: 2.0982, grad_norm: 5.7547 2020-07-27 22:06:09,806 - mmaction - INFO - Epoch [37][40/3757] lr: 1.000e-02, eta: 4 days, 22:18:22, time: 1.806, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7656, loss_cls: 2.0229, loss: 2.0229, grad_norm: 5.9668 2020-07-27 22:06:46,631 - mmaction - INFO - Epoch [37][60/3757] lr: 1.000e-02, eta: 4 days, 22:17:49, time: 1.840, data_time: 0.011, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7758, loss_cls: 1.9570, loss: 1.9570, grad_norm: 5.7594 2020-07-27 22:07:22,102 - mmaction - INFO - Epoch [37][80/3757] lr: 1.000e-02, eta: 4 days, 22:17:14, time: 1.779, data_time: 0.011, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7734, loss_cls: 1.9812, loss: 1.9812, grad_norm: 5.7671 2020-07-27 22:07:54,946 - mmaction - INFO - Epoch [37][100/3757] lr: 1.000e-02, eta: 4 days, 22:16:33, time: 1.639, data_time: 0.044, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7570, loss_cls: 2.0017, loss: 2.0017, grad_norm: 5.5698 2020-07-27 22:08:33,501 - mmaction - INFO - Epoch [37][120/3757] lr: 1.000e-02, eta: 4 days, 22:16:04, time: 1.927, data_time: 0.010, memory: 5170, top1_acc: 0.5609, top5_acc: 0.7812, loss_cls: 1.9208, loss: 1.9208, grad_norm: 5.6551 2020-07-27 22:09:05,807 - mmaction - INFO - Epoch [37][140/3757] lr: 1.000e-02, eta: 4 days, 22:15:23, time: 1.619, data_time: 0.008, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 2.0662, loss: 2.0662, grad_norm: 5.8874 2020-07-27 22:09:43,397 - mmaction - INFO - Epoch [37][160/3757] lr: 1.000e-02, eta: 4 days, 22:14:51, time: 1.879, data_time: 0.003, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7516, loss_cls: 2.0239, loss: 2.0239, grad_norm: 5.6952 2020-07-27 22:10:17,594 - mmaction - INFO - Epoch [37][180/3757] lr: 1.000e-02, eta: 4 days, 22:14:13, time: 1.711, data_time: 0.018, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7625, loss_cls: 2.0117, loss: 2.0117, grad_norm: 5.7303 2020-07-27 22:10:52,831 - mmaction - INFO - Epoch [37][200/3757] lr: 1.000e-02, eta: 4 days, 22:13:38, time: 1.761, data_time: 0.007, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7742, loss_cls: 1.9541, loss: 1.9541, grad_norm: 5.7478 2020-07-27 22:11:27,702 - mmaction - INFO - Epoch [37][220/3757] lr: 1.000e-02, eta: 4 days, 22:13:01, time: 1.743, data_time: 0.123, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7906, loss_cls: 1.9783, loss: 1.9783, grad_norm: 5.6392 2020-07-27 22:12:01,463 - mmaction - INFO - Epoch [37][240/3757] lr: 1.000e-02, eta: 4 days, 22:12:23, time: 1.688, data_time: 0.394, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7820, loss_cls: 1.9138, loss: 1.9138, grad_norm: 5.7681 2020-07-27 22:12:36,011 - mmaction - INFO - Epoch [37][260/3757] lr: 1.000e-02, eta: 4 days, 22:11:46, time: 1.728, data_time: 0.186, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7734, loss_cls: 2.0200, loss: 2.0200, grad_norm: 5.9296 2020-07-27 22:13:13,939 - mmaction - INFO - Epoch [37][280/3757] lr: 1.000e-02, eta: 4 days, 22:11:15, time: 1.897, data_time: 0.236, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7789, loss_cls: 1.9868, loss: 1.9868, grad_norm: 5.6985 2020-07-27 22:13:51,943 - mmaction - INFO - Epoch [37][300/3757] lr: 1.000e-02, eta: 4 days, 22:10:44, time: 1.900, data_time: 0.004, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7578, loss_cls: 2.0100, loss: 2.0100, grad_norm: 5.5622 2020-07-27 22:14:23,729 - mmaction - INFO - Epoch [37][320/3757] lr: 1.000e-02, eta: 4 days, 22:10:02, time: 1.590, data_time: 0.035, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7609, loss_cls: 2.0400, loss: 2.0400, grad_norm: 5.5681 2020-07-27 22:15:01,844 - mmaction - INFO - Epoch [37][340/3757] lr: 1.000e-02, eta: 4 days, 22:09:31, time: 1.898, data_time: 0.118, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7695, loss_cls: 2.0152, loss: 2.0152, grad_norm: 5.5889 2020-07-27 22:15:34,789 - mmaction - INFO - Epoch [37][360/3757] lr: 1.000e-02, eta: 4 days, 22:08:52, time: 1.656, data_time: 0.017, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7797, loss_cls: 1.9577, loss: 1.9577, grad_norm: 5.5896 2020-07-27 22:16:11,844 - mmaction - INFO - Epoch [37][380/3757] lr: 1.000e-02, eta: 4 days, 22:08:19, time: 1.852, data_time: 0.008, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7516, loss_cls: 2.0868, loss: 2.0868, grad_norm: 5.5863 2020-07-27 22:16:46,684 - mmaction - INFO - Epoch [37][400/3757] lr: 1.000e-02, eta: 4 days, 22:07:43, time: 1.741, data_time: 0.004, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7539, loss_cls: 2.0449, loss: 2.0449, grad_norm: 5.6857 2020-07-27 22:17:19,744 - mmaction - INFO - Epoch [37][420/3757] lr: 1.000e-02, eta: 4 days, 22:07:03, time: 1.645, data_time: 0.004, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7867, loss_cls: 1.9017, loss: 1.9017, grad_norm: 5.5729 2020-07-27 22:17:58,799 - mmaction - INFO - Epoch [37][440/3757] lr: 1.000e-02, eta: 4 days, 22:06:34, time: 1.960, data_time: 0.011, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9648, loss: 1.9648, grad_norm: 5.5767 2020-07-27 22:18:35,242 - mmaction - INFO - Epoch [37][460/3757] lr: 1.000e-02, eta: 4 days, 22:06:00, time: 1.824, data_time: 0.010, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7703, loss_cls: 1.9781, loss: 1.9781, grad_norm: 5.5571 2020-07-27 22:19:08,052 - mmaction - INFO - Epoch [37][480/3757] lr: 1.000e-02, eta: 4 days, 22:05:20, time: 1.640, data_time: 0.003, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7641, loss_cls: 1.9778, loss: 1.9778, grad_norm: 5.4974 2020-07-27 22:19:44,210 - mmaction - INFO - Epoch [37][500/3757] lr: 1.000e-02, eta: 4 days, 22:04:46, time: 1.803, data_time: 0.014, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 2.0255, loss: 2.0255, grad_norm: 5.6185 2020-07-27 22:20:18,068 - mmaction - INFO - Epoch [37][520/3757] lr: 1.000e-02, eta: 4 days, 22:04:08, time: 1.695, data_time: 0.435, memory: 5170, top1_acc: 0.5609, top5_acc: 0.7750, loss_cls: 1.9009, loss: 1.9009, grad_norm: 5.6826 2020-07-27 22:20:51,427 - mmaction - INFO - Epoch [37][540/3757] lr: 1.000e-02, eta: 4 days, 22:03:29, time: 1.673, data_time: 1.093, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7609, loss_cls: 2.0200, loss: 2.0200, grad_norm: 6.0053 2020-07-27 22:21:24,619 - mmaction - INFO - Epoch [37][560/3757] lr: 1.000e-02, eta: 4 days, 22:02:49, time: 1.658, data_time: 0.973, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7711, loss_cls: 1.9283, loss: 1.9283, grad_norm: 5.7975 2020-07-27 22:22:01,058 - mmaction - INFO - Epoch [37][580/3757] lr: 1.000e-02, eta: 4 days, 22:02:16, time: 1.823, data_time: 0.525, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7656, loss_cls: 2.0101, loss: 2.0101, grad_norm: 5.6583 2020-07-27 22:22:37,847 - mmaction - INFO - Epoch [37][600/3757] lr: 1.000e-02, eta: 4 days, 22:01:43, time: 1.837, data_time: 0.083, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7812, loss_cls: 1.9405, loss: 1.9405, grad_norm: 5.7150 2020-07-27 22:23:15,379 - mmaction - INFO - Epoch [37][620/3757] lr: 1.000e-02, eta: 4 days, 22:01:11, time: 1.878, data_time: 0.008, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7625, loss_cls: 1.9632, loss: 1.9632, grad_norm: 5.6700 2020-07-27 22:23:51,129 - mmaction - INFO - Epoch [37][640/3757] lr: 1.000e-02, eta: 4 days, 22:00:36, time: 1.787, data_time: 0.003, memory: 5170, top1_acc: 0.5617, top5_acc: 0.7852, loss_cls: 1.9089, loss: 1.9089, grad_norm: 5.5968 2020-07-27 22:24:24,137 - mmaction - INFO - Epoch [37][660/3757] lr: 1.000e-02, eta: 4 days, 21:59:56, time: 1.652, data_time: 0.004, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7789, loss_cls: 1.9822, loss: 1.9822, grad_norm: 5.9121 2020-07-27 22:25:00,445 - mmaction - INFO - Epoch [37][680/3757] lr: 1.000e-02, eta: 4 days, 21:59:22, time: 1.815, data_time: 0.009, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7695, loss_cls: 1.9999, loss: 1.9999, grad_norm: 5.8118 2020-07-27 22:25:35,756 - mmaction - INFO - Epoch [37][700/3757] lr: 1.000e-02, eta: 4 days, 21:58:47, time: 1.766, data_time: 0.003, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7664, loss_cls: 2.0305, loss: 2.0305, grad_norm: 5.6566 2020-07-27 22:26:11,986 - mmaction - INFO - Epoch [37][720/3757] lr: 1.000e-02, eta: 4 days, 21:58:13, time: 1.811, data_time: 0.006, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7508, loss_cls: 2.0281, loss: 2.0281, grad_norm: 5.6219 2020-07-27 22:26:46,940 - mmaction - INFO - Epoch [37][740/3757] lr: 1.000e-02, eta: 4 days, 21:57:36, time: 1.746, data_time: 0.023, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7641, loss_cls: 1.9811, loss: 1.9811, grad_norm: 5.8801 2020-07-27 22:27:21,749 - mmaction - INFO - Epoch [37][760/3757] lr: 1.000e-02, eta: 4 days, 21:57:00, time: 1.743, data_time: 0.009, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7852, loss_cls: 1.9417, loss: 1.9417, grad_norm: 5.7418 2020-07-27 22:27:56,800 - mmaction - INFO - Epoch [37][780/3757] lr: 1.000e-02, eta: 4 days, 21:56:24, time: 1.750, data_time: 0.007, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7719, loss_cls: 1.9895, loss: 1.9895, grad_norm: 5.8286 2020-07-27 22:28:32,813 - mmaction - INFO - Epoch [37][800/3757] lr: 1.000e-02, eta: 4 days, 21:55:50, time: 1.802, data_time: 0.321, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7523, loss_cls: 2.0866, loss: 2.0866, grad_norm: 5.7475 2020-07-27 22:29:08,391 - mmaction - INFO - Epoch [37][820/3757] lr: 1.000e-02, eta: 4 days, 21:55:14, time: 1.770, data_time: 0.018, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7664, loss_cls: 2.0117, loss: 2.0117, grad_norm: 5.8082 2020-07-27 22:29:42,569 - mmaction - INFO - Epoch [37][840/3757] lr: 1.000e-02, eta: 4 days, 21:54:37, time: 1.717, data_time: 0.119, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7398, loss_cls: 2.0732, loss: 2.0732, grad_norm: 5.6541 2020-07-27 22:30:18,184 - mmaction - INFO - Epoch [37][860/3757] lr: 1.000e-02, eta: 4 days, 21:54:01, time: 1.776, data_time: 0.011, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7727, loss_cls: 1.9973, loss: 1.9973, grad_norm: 5.6409 2020-07-27 22:30:53,945 - mmaction - INFO - Epoch [37][880/3757] lr: 1.000e-02, eta: 4 days, 21:53:27, time: 1.793, data_time: 0.018, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7625, loss_cls: 2.0864, loss: 2.0864, grad_norm: 5.8404 2020-07-27 22:31:25,865 - mmaction - INFO - Epoch [37][900/3757] lr: 1.000e-02, eta: 4 days, 21:52:45, time: 1.593, data_time: 0.019, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7781, loss_cls: 1.9494, loss: 1.9494, grad_norm: 5.6358 2020-07-27 22:32:02,071 - mmaction - INFO - Epoch [37][920/3757] lr: 1.000e-02, eta: 4 days, 21:52:11, time: 1.814, data_time: 0.009, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7672, loss_cls: 2.0026, loss: 2.0026, grad_norm: 5.6283 2020-07-27 22:32:35,993 - mmaction - INFO - Epoch [37][940/3757] lr: 1.000e-02, eta: 4 days, 21:51:33, time: 1.695, data_time: 0.013, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7555, loss_cls: 2.0571, loss: 2.0571, grad_norm: 5.7695 2020-07-27 22:33:13,296 - mmaction - INFO - Epoch [37][960/3757] lr: 1.000e-02, eta: 4 days, 21:51:01, time: 1.866, data_time: 0.068, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7609, loss_cls: 2.0548, loss: 2.0548, grad_norm: 5.7905 2020-07-27 22:33:46,796 - mmaction - INFO - Epoch [37][980/3757] lr: 1.000e-02, eta: 4 days, 21:50:22, time: 1.666, data_time: 0.220, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7789, loss_cls: 1.9030, loss: 1.9030, grad_norm: 5.4926 2020-07-27 22:34:23,689 - mmaction - INFO - Epoch [37][1000/3757] lr: 1.000e-02, eta: 4 days, 21:49:49, time: 1.851, data_time: 0.077, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7656, loss_cls: 2.0519, loss: 2.0519, grad_norm: 5.8561 2020-07-27 22:34:57,133 - mmaction - INFO - Epoch [37][1020/3757] lr: 1.000e-02, eta: 4 days, 21:49:10, time: 1.673, data_time: 0.008, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7711, loss_cls: 2.0529, loss: 2.0529, grad_norm: 6.1390 2020-07-27 22:35:33,451 - mmaction - INFO - Epoch [37][1040/3757] lr: 1.000e-02, eta: 4 days, 21:48:36, time: 1.815, data_time: 0.011, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 2.0330, loss: 2.0330, grad_norm: 5.7036 2020-07-27 22:36:08,998 - mmaction - INFO - Epoch [37][1060/3757] lr: 1.000e-02, eta: 4 days, 21:48:01, time: 1.781, data_time: 0.054, memory: 5170, top1_acc: 0.5625, top5_acc: 0.7641, loss_cls: 1.9786, loss: 1.9786, grad_norm: 5.6908 2020-07-27 22:36:45,600 - mmaction - INFO - Epoch [37][1080/3757] lr: 1.000e-02, eta: 4 days, 21:47:28, time: 1.822, data_time: 0.007, memory: 5170, top1_acc: 0.5484, top5_acc: 0.8008, loss_cls: 1.8904, loss: 1.8904, grad_norm: 5.6797 2020-07-27 22:37:19,223 - mmaction - INFO - Epoch [37][1100/3757] lr: 1.000e-02, eta: 4 days, 21:46:49, time: 1.688, data_time: 0.059, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7680, loss_cls: 2.0404, loss: 2.0404, grad_norm: 5.8763 2020-07-27 22:37:54,497 - mmaction - INFO - Epoch [37][1120/3757] lr: 1.000e-02, eta: 4 days, 21:46:13, time: 1.764, data_time: 0.055, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0400, loss: 2.0400, grad_norm: 5.6385 2020-07-27 22:38:28,475 - mmaction - INFO - Epoch [37][1140/3757] lr: 1.000e-02, eta: 4 days, 21:45:35, time: 1.698, data_time: 0.226, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7680, loss_cls: 2.0021, loss: 2.0021, grad_norm: 5.6176 2020-07-27 22:39:05,940 - mmaction - INFO - Epoch [37][1160/3757] lr: 1.000e-02, eta: 4 days, 21:45:04, time: 1.872, data_time: 0.489, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0679, loss: 2.0679, grad_norm: 5.9191 2020-07-27 22:39:41,751 - mmaction - INFO - Epoch [37][1180/3757] lr: 1.000e-02, eta: 4 days, 21:44:29, time: 1.783, data_time: 0.008, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7680, loss_cls: 2.0267, loss: 2.0267, grad_norm: 5.5111 2020-07-27 22:40:13,655 - mmaction - INFO - Epoch [37][1200/3757] lr: 1.000e-02, eta: 4 days, 21:43:47, time: 1.601, data_time: 0.040, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7688, loss_cls: 2.0139, loss: 2.0139, grad_norm: 5.7133 2020-07-27 22:40:48,543 - mmaction - INFO - Epoch [37][1220/3757] lr: 1.000e-02, eta: 4 days, 21:43:11, time: 1.744, data_time: 0.008, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0401, loss: 2.0401, grad_norm: 5.7939 2020-07-27 22:41:25,186 - mmaction - INFO - Epoch [37][1240/3757] lr: 1.000e-02, eta: 4 days, 21:42:38, time: 1.835, data_time: 0.011, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7695, loss_cls: 2.0164, loss: 2.0164, grad_norm: 5.7554 2020-07-27 22:42:00,751 - mmaction - INFO - Epoch [37][1260/3757] lr: 1.000e-02, eta: 4 days, 21:42:02, time: 1.772, data_time: 0.009, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 1.9901, loss: 1.9901, grad_norm: 5.7945 2020-07-27 22:42:37,403 - mmaction - INFO - Epoch [37][1280/3757] lr: 1.000e-02, eta: 4 days, 21:41:29, time: 1.838, data_time: 0.009, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7727, loss_cls: 1.9045, loss: 1.9045, grad_norm: 5.5430 2020-07-27 22:43:14,353 - mmaction - INFO - Epoch [37][1300/3757] lr: 1.000e-02, eta: 4 days, 21:40:56, time: 1.846, data_time: 0.003, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7578, loss_cls: 2.0248, loss: 2.0248, grad_norm: 5.6768 2020-07-27 22:43:50,344 - mmaction - INFO - Epoch [37][1320/3757] lr: 1.000e-02, eta: 4 days, 21:40:22, time: 1.801, data_time: 0.010, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7789, loss_cls: 1.9804, loss: 1.9804, grad_norm: 5.7393 2020-07-27 22:44:24,649 - mmaction - INFO - Epoch [37][1340/3757] lr: 1.000e-02, eta: 4 days, 21:39:44, time: 1.710, data_time: 0.008, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7602, loss_cls: 2.0537, loss: 2.0537, grad_norm: 5.7591 2020-07-27 22:44:59,036 - mmaction - INFO - Epoch [37][1360/3757] lr: 1.000e-02, eta: 4 days, 21:39:07, time: 1.726, data_time: 0.010, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7445, loss_cls: 2.1751, loss: 2.1751, grad_norm: 5.8814 2020-07-27 22:45:34,162 - mmaction - INFO - Epoch [37][1380/3757] lr: 1.000e-02, eta: 4 days, 21:38:31, time: 1.754, data_time: 0.006, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7633, loss_cls: 2.0105, loss: 2.0105, grad_norm: 5.7311 2020-07-27 22:46:07,365 - mmaction - INFO - Epoch [37][1400/3757] lr: 1.000e-02, eta: 4 days, 21:37:52, time: 1.662, data_time: 0.004, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7594, loss_cls: 2.0497, loss: 2.0497, grad_norm: 5.8336 2020-07-27 22:46:40,320 - mmaction - INFO - Epoch [37][1420/3757] lr: 1.000e-02, eta: 4 days, 21:37:12, time: 1.644, data_time: 0.008, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7656, loss_cls: 2.0033, loss: 2.0033, grad_norm: 5.8202 2020-07-27 22:47:18,657 - mmaction - INFO - Epoch [37][1440/3757] lr: 1.000e-02, eta: 4 days, 21:36:42, time: 1.916, data_time: 0.007, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7445, loss_cls: 2.1095, loss: 2.1095, grad_norm: 5.6834 2020-07-27 22:47:50,075 - mmaction - INFO - Epoch [37][1460/3757] lr: 1.000e-02, eta: 4 days, 21:35:59, time: 1.568, data_time: 0.012, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7742, loss_cls: 1.9429, loss: 1.9429, grad_norm: 5.6872 2020-07-27 22:48:26,737 - mmaction - INFO - Epoch [37][1480/3757] lr: 1.000e-02, eta: 4 days, 21:35:26, time: 1.839, data_time: 0.033, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7547, loss_cls: 2.0909, loss: 2.0909, grad_norm: 5.8708 2020-07-27 22:49:02,002 - mmaction - INFO - Epoch [37][1500/3757] lr: 1.000e-02, eta: 4 days, 21:34:50, time: 1.758, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7586, loss_cls: 2.0498, loss: 2.0498, grad_norm: 5.7534 2020-07-27 22:49:39,430 - mmaction - INFO - Epoch [37][1520/3757] lr: 1.000e-02, eta: 4 days, 21:34:18, time: 1.875, data_time: 0.009, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7578, loss_cls: 2.0294, loss: 2.0294, grad_norm: 5.6248 2020-07-27 22:50:13,173 - mmaction - INFO - Epoch [37][1540/3757] lr: 1.000e-02, eta: 4 days, 21:33:40, time: 1.682, data_time: 0.008, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7734, loss_cls: 1.9725, loss: 1.9725, grad_norm: 5.5617 2020-07-27 22:50:50,055 - mmaction - INFO - Epoch [37][1560/3757] lr: 1.000e-02, eta: 4 days, 21:33:07, time: 1.848, data_time: 0.010, memory: 5170, top1_acc: 0.5570, top5_acc: 0.7641, loss_cls: 2.0227, loss: 2.0227, grad_norm: 5.6778 2020-07-27 22:51:24,230 - mmaction - INFO - Epoch [37][1580/3757] lr: 1.000e-02, eta: 4 days, 21:32:29, time: 1.704, data_time: 0.010, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7602, loss_cls: 2.0440, loss: 2.0440, grad_norm: 5.5750 2020-07-27 22:51:56,558 - mmaction - INFO - Epoch [37][1600/3757] lr: 1.000e-02, eta: 4 days, 21:31:49, time: 1.624, data_time: 0.011, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7609, loss_cls: 2.0187, loss: 2.0187, grad_norm: 5.7026 2020-07-27 22:52:31,386 - mmaction - INFO - Epoch [37][1620/3757] lr: 1.000e-02, eta: 4 days, 21:31:12, time: 1.734, data_time: 0.002, memory: 5170, top1_acc: 0.5680, top5_acc: 0.7961, loss_cls: 1.8631, loss: 1.8631, grad_norm: 5.4760 2020-07-27 22:53:08,280 - mmaction - INFO - Epoch [37][1640/3757] lr: 1.000e-02, eta: 4 days, 21:30:39, time: 1.851, data_time: 0.016, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7672, loss_cls: 2.0007, loss: 2.0007, grad_norm: 5.7628 2020-07-27 22:53:46,172 - mmaction - INFO - Epoch [37][1660/3757] lr: 1.000e-02, eta: 4 days, 21:30:08, time: 1.894, data_time: 0.347, memory: 5170, top1_acc: 0.5602, top5_acc: 0.7727, loss_cls: 1.9283, loss: 1.9283, grad_norm: 5.6983 2020-07-27 22:54:20,447 - mmaction - INFO - Epoch [37][1680/3757] lr: 1.000e-02, eta: 4 days, 21:29:31, time: 1.714, data_time: 0.008, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7648, loss_cls: 2.0599, loss: 2.0599, grad_norm: 5.8147 2020-07-27 22:54:55,830 - mmaction - INFO - Epoch [37][1700/3757] lr: 1.000e-02, eta: 4 days, 21:28:55, time: 1.763, data_time: 0.003, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7578, loss_cls: 2.0650, loss: 2.0650, grad_norm: 5.7114 2020-07-27 22:55:29,422 - mmaction - INFO - Epoch [37][1720/3757] lr: 1.000e-02, eta: 4 days, 21:28:17, time: 1.684, data_time: 0.010, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7641, loss_cls: 2.0713, loss: 2.0713, grad_norm: 5.6128 2020-07-27 22:56:01,333 - mmaction - INFO - Epoch [37][1740/3757] lr: 1.000e-02, eta: 4 days, 21:27:35, time: 1.597, data_time: 0.161, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7664, loss_cls: 1.9872, loss: 1.9872, grad_norm: 5.6502 2020-07-27 22:56:37,041 - mmaction - INFO - Epoch [37][1760/3757] lr: 1.000e-02, eta: 4 days, 21:27:00, time: 1.786, data_time: 0.414, memory: 5170, top1_acc: 0.5570, top5_acc: 0.7836, loss_cls: 1.9555, loss: 1.9555, grad_norm: 5.5804 2020-07-27 22:57:13,704 - mmaction - INFO - Epoch [37][1780/3757] lr: 1.000e-02, eta: 4 days, 21:26:27, time: 1.834, data_time: 0.412, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7609, loss_cls: 2.0210, loss: 2.0210, grad_norm: 5.6472 2020-07-27 22:57:45,357 - mmaction - INFO - Epoch [37][1800/3757] lr: 1.000e-02, eta: 4 days, 21:25:45, time: 1.583, data_time: 0.007, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7602, loss_cls: 2.0930, loss: 2.0930, grad_norm: 5.7118 2020-07-27 22:58:18,679 - mmaction - INFO - Epoch [37][1820/3757] lr: 1.000e-02, eta: 4 days, 21:25:06, time: 1.666, data_time: 0.224, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7680, loss_cls: 2.0183, loss: 2.0183, grad_norm: 5.7934 2020-07-27 22:58:53,399 - mmaction - INFO - Epoch [37][1840/3757] lr: 1.000e-02, eta: 4 days, 21:24:29, time: 1.736, data_time: 0.347, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7789, loss_cls: 1.9574, loss: 1.9574, grad_norm: 5.7225 2020-07-27 22:59:28,990 - mmaction - INFO - Epoch [37][1860/3757] lr: 1.000e-02, eta: 4 days, 21:23:54, time: 1.779, data_time: 0.027, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7648, loss_cls: 1.9802, loss: 1.9802, grad_norm: 5.6985 2020-07-27 23:00:02,762 - mmaction - INFO - Epoch [37][1880/3757] lr: 1.000e-02, eta: 4 days, 21:23:16, time: 1.688, data_time: 0.009, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7797, loss_cls: 1.9715, loss: 1.9715, grad_norm: 5.6459 2020-07-27 23:00:40,626 - mmaction - INFO - Epoch [37][1900/3757] lr: 1.000e-02, eta: 4 days, 21:22:44, time: 1.880, data_time: 0.331, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7641, loss_cls: 1.9805, loss: 1.9805, grad_norm: 5.6743 2020-07-27 23:01:13,218 - mmaction - INFO - Epoch [37][1920/3757] lr: 1.000e-02, eta: 4 days, 21:22:04, time: 1.640, data_time: 0.042, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7758, loss_cls: 1.9674, loss: 1.9674, grad_norm: 5.6415 2020-07-27 23:01:47,487 - mmaction - INFO - Epoch [37][1940/3757] lr: 1.000e-02, eta: 4 days, 21:21:27, time: 1.717, data_time: 0.039, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7578, loss_cls: 2.0841, loss: 2.0841, grad_norm: 5.9578 2020-07-27 23:02:22,424 - mmaction - INFO - Epoch [37][1960/3757] lr: 1.000e-02, eta: 4 days, 21:20:50, time: 1.747, data_time: 0.008, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7695, loss_cls: 1.9595, loss: 1.9595, grad_norm: 5.6707 2020-07-27 23:02:58,096 - mmaction - INFO - Epoch [37][1980/3757] lr: 1.000e-02, eta: 4 days, 21:20:15, time: 1.779, data_time: 0.003, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7547, loss_cls: 2.0419, loss: 2.0419, grad_norm: 5.6516 2020-07-27 23:03:30,830 - mmaction - INFO - Epoch [37][2000/3757] lr: 1.000e-02, eta: 4 days, 21:19:35, time: 1.641, data_time: 0.009, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7773, loss_cls: 1.9674, loss: 1.9674, grad_norm: 5.6413 2020-07-27 23:04:05,229 - mmaction - INFO - Epoch [37][2020/3757] lr: 1.000e-02, eta: 4 days, 21:18:58, time: 1.716, data_time: 0.010, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7523, loss_cls: 2.0786, loss: 2.0786, grad_norm: 5.6976 2020-07-27 23:04:40,026 - mmaction - INFO - Epoch [37][2040/3757] lr: 1.000e-02, eta: 4 days, 21:18:21, time: 1.743, data_time: 0.038, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7875, loss_cls: 1.9394, loss: 1.9394, grad_norm: 5.5964 2020-07-27 23:05:15,545 - mmaction - INFO - Epoch [37][2060/3757] lr: 1.000e-02, eta: 4 days, 21:17:46, time: 1.775, data_time: 0.008, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7438, loss_cls: 2.0703, loss: 2.0703, grad_norm: 5.7664 2020-07-27 23:05:45,933 - mmaction - INFO - Epoch [37][2080/3757] lr: 1.000e-02, eta: 4 days, 21:17:02, time: 1.519, data_time: 0.011, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7672, loss_cls: 2.0259, loss: 2.0259, grad_norm: 5.7763 2020-07-27 23:06:24,924 - mmaction - INFO - Epoch [37][2100/3757] lr: 1.000e-02, eta: 4 days, 21:16:33, time: 1.948, data_time: 0.410, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7523, loss_cls: 2.0745, loss: 2.0745, grad_norm: 5.8254 2020-07-27 23:06:59,084 - mmaction - INFO - Epoch [37][2120/3757] lr: 1.000e-02, eta: 4 days, 21:15:55, time: 1.710, data_time: 0.624, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7516, loss_cls: 2.1022, loss: 2.1022, grad_norm: 5.7931 2020-07-27 23:07:37,483 - mmaction - INFO - Epoch [37][2140/3757] lr: 1.000e-02, eta: 4 days, 21:15:25, time: 1.914, data_time: 0.999, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7617, loss_cls: 2.0738, loss: 2.0738, grad_norm: 5.7248 2020-07-27 23:08:12,425 - mmaction - INFO - Epoch [37][2160/3757] lr: 1.000e-02, eta: 4 days, 21:14:49, time: 1.750, data_time: 0.032, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7828, loss_cls: 1.9445, loss: 1.9445, grad_norm: 5.6218 2020-07-27 23:08:46,487 - mmaction - INFO - Epoch [37][2180/3757] lr: 1.000e-02, eta: 4 days, 21:14:11, time: 1.703, data_time: 0.104, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7727, loss_cls: 1.9747, loss: 1.9747, grad_norm: 5.6612 2020-07-27 23:09:17,687 - mmaction - INFO - Epoch [37][2200/3757] lr: 1.000e-02, eta: 4 days, 21:13:28, time: 1.563, data_time: 0.175, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7703, loss_cls: 1.9263, loss: 1.9263, grad_norm: 5.5417 2020-07-27 23:09:56,651 - mmaction - INFO - Epoch [37][2220/3757] lr: 1.000e-02, eta: 4 days, 21:12:59, time: 1.943, data_time: 0.287, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7633, loss_cls: 2.0700, loss: 2.0700, grad_norm: 5.8445 2020-07-27 23:10:29,716 - mmaction - INFO - Epoch [37][2240/3757] lr: 1.000e-02, eta: 4 days, 21:12:19, time: 1.659, data_time: 0.009, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7875, loss_cls: 1.9409, loss: 1.9409, grad_norm: 5.7280 2020-07-27 23:11:05,161 - mmaction - INFO - Epoch [37][2260/3757] lr: 1.000e-02, eta: 4 days, 21:11:44, time: 1.773, data_time: 0.053, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7680, loss_cls: 1.9823, loss: 1.9823, grad_norm: 5.5795 2020-07-27 23:11:40,004 - mmaction - INFO - Epoch [37][2280/3757] lr: 1.000e-02, eta: 4 days, 21:11:07, time: 1.732, data_time: 0.007, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7672, loss_cls: 2.0139, loss: 2.0139, grad_norm: 5.7516 2020-07-27 23:12:16,270 - mmaction - INFO - Epoch [37][2300/3757] lr: 1.000e-02, eta: 4 days, 21:10:33, time: 1.823, data_time: 0.013, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7828, loss_cls: 1.8946, loss: 1.8946, grad_norm: 5.5621 2020-07-27 23:12:52,533 - mmaction - INFO - Epoch [37][2320/3757] lr: 1.000e-02, eta: 4 days, 21:09:59, time: 1.812, data_time: 0.003, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7547, loss_cls: 2.0555, loss: 2.0555, grad_norm: 5.7622 2020-07-27 23:13:26,507 - mmaction - INFO - Epoch [37][2340/3757] lr: 1.000e-02, eta: 4 days, 21:09:21, time: 1.693, data_time: 0.008, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7703, loss_cls: 2.0049, loss: 2.0049, grad_norm: 5.8424 2020-07-27 23:14:03,076 - mmaction - INFO - Epoch [37][2360/3757] lr: 1.000e-02, eta: 4 days, 21:08:48, time: 1.831, data_time: 0.009, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7555, loss_cls: 2.0825, loss: 2.0825, grad_norm: 5.9133 2020-07-27 23:14:34,624 - mmaction - INFO - Epoch [37][2380/3757] lr: 1.000e-02, eta: 4 days, 21:08:06, time: 1.573, data_time: 0.017, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7680, loss_cls: 1.9970, loss: 1.9970, grad_norm: 5.7462 2020-07-27 23:15:09,701 - mmaction - INFO - Epoch [37][2400/3757] lr: 1.000e-02, eta: 4 days, 21:07:30, time: 1.761, data_time: 0.045, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7602, loss_cls: 1.9883, loss: 1.9883, grad_norm: 5.6530 2020-07-27 23:15:43,030 - mmaction - INFO - Epoch [37][2420/3757] lr: 1.000e-02, eta: 4 days, 21:06:51, time: 1.668, data_time: 0.004, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7688, loss_cls: 1.9877, loss: 1.9877, grad_norm: 5.5728 2020-07-27 23:16:19,488 - mmaction - INFO - Epoch [37][2440/3757] lr: 1.000e-02, eta: 4 days, 21:06:17, time: 1.821, data_time: 0.008, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7625, loss_cls: 2.0033, loss: 2.0033, grad_norm: 5.6557 2020-07-27 23:16:52,618 - mmaction - INFO - Epoch [37][2460/3757] lr: 1.000e-02, eta: 4 days, 21:05:38, time: 1.657, data_time: 0.027, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7453, loss_cls: 2.0960, loss: 2.0960, grad_norm: 5.8642 2020-07-27 23:17:28,734 - mmaction - INFO - Epoch [37][2480/3757] lr: 1.000e-02, eta: 4 days, 21:05:03, time: 1.800, data_time: 0.070, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7570, loss_cls: 2.0864, loss: 2.0864, grad_norm: 5.7827 2020-07-27 23:18:05,352 - mmaction - INFO - Epoch [37][2500/3757] lr: 1.000e-02, eta: 4 days, 21:04:30, time: 1.838, data_time: 0.010, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7773, loss_cls: 1.9824, loss: 1.9824, grad_norm: 5.5812 2020-07-27 23:18:41,377 - mmaction - INFO - Epoch [37][2520/3757] lr: 1.000e-02, eta: 4 days, 21:03:56, time: 1.794, data_time: 0.008, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7547, loss_cls: 2.0715, loss: 2.0715, grad_norm: 5.7657 2020-07-27 23:19:17,615 - mmaction - INFO - Epoch [37][2540/3757] lr: 1.000e-02, eta: 4 days, 21:03:22, time: 1.819, data_time: 0.011, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7578, loss_cls: 2.0371, loss: 2.0371, grad_norm: 5.9139 2020-07-27 23:19:52,935 - mmaction - INFO - Epoch [37][2560/3757] lr: 1.000e-02, eta: 4 days, 21:02:46, time: 1.766, data_time: 0.009, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7320, loss_cls: 2.1551, loss: 2.1551, grad_norm: 5.8104 2020-07-27 23:20:26,537 - mmaction - INFO - Epoch [37][2580/3757] lr: 1.000e-02, eta: 4 days, 21:02:07, time: 1.672, data_time: 0.002, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7672, loss_cls: 1.9837, loss: 1.9837, grad_norm: 5.6861 2020-07-27 23:21:00,500 - mmaction - INFO - Epoch [37][2600/3757] lr: 1.000e-02, eta: 4 days, 21:01:30, time: 1.706, data_time: 0.011, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7602, loss_cls: 2.0228, loss: 2.0228, grad_norm: 5.7490 2020-07-27 23:21:34,767 - mmaction - INFO - Epoch [37][2620/3757] lr: 1.000e-02, eta: 4 days, 21:00:52, time: 1.714, data_time: 0.200, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7617, loss_cls: 2.0487, loss: 2.0487, grad_norm: 6.0168 2020-07-27 23:22:12,169 - mmaction - INFO - Epoch [37][2640/3757] lr: 1.000e-02, eta: 4 days, 21:00:20, time: 1.866, data_time: 0.053, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7758, loss_cls: 1.9725, loss: 1.9725, grad_norm: 5.8517 2020-07-27 23:22:48,888 - mmaction - INFO - Epoch [37][2660/3757] lr: 1.000e-02, eta: 4 days, 20:59:47, time: 1.838, data_time: 0.218, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.1058, loss: 2.1058, grad_norm: 5.7671 2020-07-27 23:23:27,391 - mmaction - INFO - Epoch [37][2680/3757] lr: 1.000e-02, eta: 4 days, 20:59:17, time: 1.924, data_time: 0.085, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7727, loss_cls: 1.9730, loss: 1.9730, grad_norm: 5.5500 2020-07-27 23:23:59,468 - mmaction - INFO - Epoch [37][2700/3757] lr: 1.000e-02, eta: 4 days, 20:58:36, time: 1.607, data_time: 0.006, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7641, loss_cls: 2.0194, loss: 2.0194, grad_norm: 5.6210 2020-07-27 23:24:35,004 - mmaction - INFO - Epoch [37][2720/3757] lr: 1.000e-02, eta: 4 days, 20:58:01, time: 1.777, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7586, loss_cls: 2.0375, loss: 2.0375, grad_norm: 5.7397 2020-07-27 23:25:10,118 - mmaction - INFO - Epoch [37][2740/3757] lr: 1.000e-02, eta: 4 days, 20:57:25, time: 1.755, data_time: 0.008, memory: 5170, top1_acc: 0.5633, top5_acc: 0.7781, loss_cls: 1.9105, loss: 1.9105, grad_norm: 5.4442 2020-07-27 23:25:45,541 - mmaction - INFO - Epoch [37][2760/3757] lr: 1.000e-02, eta: 4 days, 20:56:49, time: 1.772, data_time: 0.002, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7711, loss_cls: 1.9950, loss: 1.9950, grad_norm: 5.8562 2020-07-27 23:26:23,139 - mmaction - INFO - Epoch [37][2780/3757] lr: 1.000e-02, eta: 4 days, 20:56:17, time: 1.872, data_time: 0.007, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7516, loss_cls: 2.1145, loss: 2.1145, grad_norm: 5.9281 2020-07-27 23:26:56,890 - mmaction - INFO - Epoch [37][2800/3757] lr: 1.000e-02, eta: 4 days, 20:55:39, time: 1.692, data_time: 0.010, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 1.9378, loss: 1.9378, grad_norm: 5.6125 2020-07-27 23:27:34,450 - mmaction - INFO - Epoch [37][2820/3757] lr: 1.000e-02, eta: 4 days, 20:55:07, time: 1.874, data_time: 0.016, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7852, loss_cls: 1.9583, loss: 1.9583, grad_norm: 5.6252 2020-07-27 23:28:06,390 - mmaction - INFO - Epoch [37][2840/3757] lr: 1.000e-02, eta: 4 days, 20:54:26, time: 1.602, data_time: 0.010, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7672, loss_cls: 2.0405, loss: 2.0405, grad_norm: 5.8541 2020-07-27 23:28:38,782 - mmaction - INFO - Epoch [37][2860/3757] lr: 1.000e-02, eta: 4 days, 20:53:45, time: 1.622, data_time: 0.108, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7820, loss_cls: 1.9148, loss: 1.9148, grad_norm: 5.8930 2020-07-27 23:29:13,337 - mmaction - INFO - Epoch [37][2880/3757] lr: 1.000e-02, eta: 4 days, 20:53:08, time: 1.727, data_time: 0.002, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7789, loss_cls: 1.9806, loss: 1.9806, grad_norm: 5.9923 2020-07-27 23:29:48,693 - mmaction - INFO - Epoch [37][2900/3757] lr: 1.000e-02, eta: 4 days, 20:52:33, time: 1.763, data_time: 0.008, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.0690, loss: 2.0690, grad_norm: 5.7450 2020-07-27 23:30:25,812 - mmaction - INFO - Epoch [37][2920/3757] lr: 1.000e-02, eta: 4 days, 20:52:00, time: 1.853, data_time: 0.009, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7383, loss_cls: 2.0765, loss: 2.0765, grad_norm: 5.6198 2020-07-27 23:31:00,853 - mmaction - INFO - Epoch [37][2940/3757] lr: 1.000e-02, eta: 4 days, 20:51:24, time: 1.760, data_time: 0.011, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7656, loss_cls: 2.0294, loss: 2.0294, grad_norm: 5.6066 2020-07-27 23:31:35,675 - mmaction - INFO - Epoch [37][2960/3757] lr: 1.000e-02, eta: 4 days, 20:50:48, time: 1.737, data_time: 0.008, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7609, loss_cls: 2.0229, loss: 2.0229, grad_norm: 5.7140 2020-07-27 23:32:11,733 - mmaction - INFO - Epoch [37][2980/3757] lr: 1.000e-02, eta: 4 days, 20:50:13, time: 1.803, data_time: 0.007, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7648, loss_cls: 2.0397, loss: 2.0397, grad_norm: 5.8612 2020-07-27 23:32:47,007 - mmaction - INFO - Epoch [37][3000/3757] lr: 1.000e-02, eta: 4 days, 20:49:38, time: 1.766, data_time: 0.009, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7641, loss_cls: 1.9718, loss: 1.9718, grad_norm: 5.6521 2020-07-27 23:33:21,347 - mmaction - INFO - Epoch [37][3020/3757] lr: 1.000e-02, eta: 4 days, 20:49:00, time: 1.715, data_time: 0.007, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7719, loss_cls: 2.0026, loss: 2.0026, grad_norm: 5.6953 2020-07-27 23:33:53,367 - mmaction - INFO - Epoch [37][3040/3757] lr: 1.000e-02, eta: 4 days, 20:48:19, time: 1.604, data_time: 0.008, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0497, loss: 2.0497, grad_norm: 5.6747 2020-07-27 23:34:29,696 - mmaction - INFO - Epoch [37][3060/3757] lr: 1.000e-02, eta: 4 days, 20:47:45, time: 1.810, data_time: 0.019, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7508, loss_cls: 2.0521, loss: 2.0521, grad_norm: 5.6582 2020-07-27 23:35:05,450 - mmaction - INFO - Epoch [37][3080/3757] lr: 1.000e-02, eta: 4 days, 20:47:10, time: 1.793, data_time: 0.013, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7539, loss_cls: 2.0503, loss: 2.0503, grad_norm: 5.7388 2020-07-27 23:35:42,372 - mmaction - INFO - Epoch [37][3100/3757] lr: 1.000e-02, eta: 4 days, 20:46:38, time: 1.846, data_time: 0.003, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7727, loss_cls: 2.0080, loss: 2.0080, grad_norm: 5.7982 2020-07-27 23:36:16,174 - mmaction - INFO - Epoch [37][3120/3757] lr: 1.000e-02, eta: 4 days, 20:45:59, time: 1.689, data_time: 0.236, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7750, loss_cls: 1.9273, loss: 1.9273, grad_norm: 5.7181 2020-07-27 23:36:49,793 - mmaction - INFO - Epoch [37][3140/3757] lr: 1.000e-02, eta: 4 days, 20:45:21, time: 1.674, data_time: 0.981, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7648, loss_cls: 1.9922, loss: 1.9922, grad_norm: 5.9450 2020-07-27 23:37:28,971 - mmaction - INFO - Epoch [37][3160/3757] lr: 1.000e-02, eta: 4 days, 20:44:52, time: 1.965, data_time: 1.279, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.1015, loss: 2.1015, grad_norm: 5.8081 2020-07-27 23:38:03,489 - mmaction - INFO - Epoch [37][3180/3757] lr: 1.000e-02, eta: 4 days, 20:44:15, time: 1.727, data_time: 1.015, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7633, loss_cls: 2.0271, loss: 2.0271, grad_norm: 5.7152 2020-07-27 23:38:39,265 - mmaction - INFO - Epoch [37][3200/3757] lr: 1.000e-02, eta: 4 days, 20:43:40, time: 1.780, data_time: 0.909, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7742, loss_cls: 1.9506, loss: 1.9506, grad_norm: 5.6284 2020-07-27 23:39:13,969 - mmaction - INFO - Epoch [37][3220/3757] lr: 1.000e-02, eta: 4 days, 20:43:03, time: 1.744, data_time: 1.043, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7477, loss_cls: 2.1249, loss: 2.1249, grad_norm: 5.7799 2020-07-27 23:39:51,036 - mmaction - INFO - Epoch [37][3240/3757] lr: 1.000e-02, eta: 4 days, 20:42:31, time: 1.848, data_time: 1.292, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.1036, loss: 2.1036, grad_norm: 5.7952 2020-07-27 23:40:27,464 - mmaction - INFO - Epoch [37][3260/3757] lr: 1.000e-02, eta: 4 days, 20:41:57, time: 1.824, data_time: 1.250, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7617, loss_cls: 2.0050, loss: 2.0050, grad_norm: 5.6688 2020-07-27 23:40:59,196 - mmaction - INFO - Epoch [37][3280/3757] lr: 1.000e-02, eta: 4 days, 20:41:15, time: 1.589, data_time: 1.013, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7602, loss_cls: 2.0332, loss: 2.0332, grad_norm: 5.6563 2020-07-27 23:41:33,203 - mmaction - INFO - Epoch [37][3300/3757] lr: 1.000e-02, eta: 4 days, 20:40:37, time: 1.701, data_time: 0.941, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7617, loss_cls: 2.0535, loss: 2.0535, grad_norm: 5.7957 2020-07-27 23:42:08,200 - mmaction - INFO - Epoch [37][3320/3757] lr: 1.000e-02, eta: 4 days, 20:40:01, time: 1.750, data_time: 0.701, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7664, loss_cls: 2.0305, loss: 2.0305, grad_norm: 5.7356 2020-07-27 23:42:44,102 - mmaction - INFO - Epoch [37][3340/3757] lr: 1.000e-02, eta: 4 days, 20:39:27, time: 1.796, data_time: 0.437, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7531, loss_cls: 2.0998, loss: 2.0998, grad_norm: 5.8752 2020-07-27 23:43:20,182 - mmaction - INFO - Epoch [37][3360/3757] lr: 1.000e-02, eta: 4 days, 20:38:52, time: 1.796, data_time: 0.084, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7523, loss_cls: 2.0604, loss: 2.0604, grad_norm: 5.6855 2020-07-27 23:43:54,228 - mmaction - INFO - Epoch [37][3380/3757] lr: 1.000e-02, eta: 4 days, 20:38:15, time: 1.710, data_time: 0.010, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7633, loss_cls: 2.0774, loss: 2.0774, grad_norm: 5.8237 2020-07-27 23:44:29,745 - mmaction - INFO - Epoch [37][3400/3757] lr: 1.000e-02, eta: 4 days, 20:37:39, time: 1.776, data_time: 0.016, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7492, loss_cls: 2.0294, loss: 2.0294, grad_norm: 5.6322 2020-07-27 23:45:07,611 - mmaction - INFO - Epoch [37][3420/3757] lr: 1.000e-02, eta: 4 days, 20:37:08, time: 1.892, data_time: 0.025, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7531, loss_cls: 2.0696, loss: 2.0696, grad_norm: 5.7385 2020-07-27 23:45:43,766 - mmaction - INFO - Epoch [37][3440/3757] lr: 1.000e-02, eta: 4 days, 20:36:34, time: 1.806, data_time: 0.003, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7547, loss_cls: 2.0804, loss: 2.0804, grad_norm: 5.7808 2020-07-27 23:46:15,881 - mmaction - INFO - Epoch [37][3460/3757] lr: 1.000e-02, eta: 4 days, 20:35:53, time: 1.602, data_time: 0.010, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7742, loss_cls: 1.9993, loss: 1.9993, grad_norm: 5.8128 2020-07-27 23:46:49,463 - mmaction - INFO - Epoch [37][3480/3757] lr: 1.000e-02, eta: 4 days, 20:35:14, time: 1.683, data_time: 0.411, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7656, loss_cls: 1.9930, loss: 1.9930, grad_norm: 5.8024 2020-07-27 23:47:23,643 - mmaction - INFO - Epoch [37][3500/3757] lr: 1.000e-02, eta: 4 days, 20:34:37, time: 1.709, data_time: 0.014, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7508, loss_cls: 2.0795, loss: 2.0795, grad_norm: 5.7522 2020-07-27 23:47:57,376 - mmaction - INFO - Epoch [37][3520/3757] lr: 1.000e-02, eta: 4 days, 20:33:58, time: 1.682, data_time: 0.234, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7672, loss_cls: 2.0436, loss: 2.0436, grad_norm: 5.7225 2020-07-27 23:48:30,475 - mmaction - INFO - Epoch [37][3540/3757] lr: 1.000e-02, eta: 4 days, 20:33:19, time: 1.662, data_time: 0.754, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 2.0624, loss: 2.0624, grad_norm: 5.9030 2020-07-27 23:49:06,725 - mmaction - INFO - Epoch [37][3560/3757] lr: 1.000e-02, eta: 4 days, 20:32:45, time: 1.811, data_time: 0.359, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7664, loss_cls: 2.0879, loss: 2.0879, grad_norm: 5.9761 2020-07-27 23:49:44,179 - mmaction - INFO - Epoch [37][3580/3757] lr: 1.000e-02, eta: 4 days, 20:32:13, time: 1.873, data_time: 0.824, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7906, loss_cls: 1.9358, loss: 1.9358, grad_norm: 5.6284 2020-07-27 23:50:18,326 - mmaction - INFO - Epoch [37][3600/3757] lr: 1.000e-02, eta: 4 days, 20:31:35, time: 1.701, data_time: 0.443, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7719, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.6058 2020-07-27 23:50:50,473 - mmaction - INFO - Epoch [37][3620/3757] lr: 1.000e-02, eta: 4 days, 20:30:54, time: 1.609, data_time: 0.081, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1424, loss: 2.1424, grad_norm: 5.7352 2020-07-27 23:51:24,135 - mmaction - INFO - Epoch [37][3640/3757] lr: 1.000e-02, eta: 4 days, 20:30:16, time: 1.689, data_time: 0.044, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7703, loss_cls: 1.9894, loss: 1.9894, grad_norm: 5.7251 2020-07-27 23:52:00,879 - mmaction - INFO - Epoch [37][3660/3757] lr: 1.000e-02, eta: 4 days, 20:29:43, time: 1.833, data_time: 0.508, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0333, loss: 2.0333, grad_norm: 5.6384 2020-07-27 23:52:35,340 - mmaction - INFO - Epoch [37][3680/3757] lr: 1.000e-02, eta: 4 days, 20:29:06, time: 1.727, data_time: 0.037, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7555, loss_cls: 2.0015, loss: 2.0015, grad_norm: 5.7421 2020-07-27 23:53:12,735 - mmaction - INFO - Epoch [37][3700/3757] lr: 1.000e-02, eta: 4 days, 20:28:34, time: 1.868, data_time: 0.388, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.0554, loss: 2.0554, grad_norm: 5.7800 2020-07-27 23:53:48,343 - mmaction - INFO - Epoch [37][3720/3757] lr: 1.000e-02, eta: 4 days, 20:27:59, time: 1.780, data_time: 1.131, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7562, loss_cls: 2.0764, loss: 2.0764, grad_norm: 5.7345 2020-07-27 23:54:22,799 - mmaction - INFO - Epoch [37][3740/3757] lr: 1.000e-02, eta: 4 days, 20:27:22, time: 1.723, data_time: 0.735, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7578, loss_cls: 2.1071, loss: 2.1071, grad_norm: 5.6492 2020-07-27 23:54:45,894 - mmaction - INFO - Saving checkpoint at 37 epochs 2020-07-27 23:55:35,858 - mmaction - INFO - Epoch [38][20/3757] lr: 1.000e-02, eta: 4 days, 20:25:46, time: 2.389, data_time: 1.404, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7648, loss_cls: 2.0001, loss: 2.0001, grad_norm: 5.4938 2020-07-27 23:56:12,523 - mmaction - INFO - Epoch [38][40/3757] lr: 1.000e-02, eta: 4 days, 20:25:12, time: 1.825, data_time: 0.037, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7719, loss_cls: 1.9676, loss: 1.9676, grad_norm: 5.5144 2020-07-27 23:56:47,556 - mmaction - INFO - Epoch [38][60/3757] lr: 1.000e-02, eta: 4 days, 20:24:36, time: 1.756, data_time: 0.013, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7578, loss_cls: 2.0342, loss: 2.0342, grad_norm: 5.6591 2020-07-27 23:57:20,970 - mmaction - INFO - Epoch [38][80/3757] lr: 1.000e-02, eta: 4 days, 20:23:58, time: 1.675, data_time: 0.009, memory: 5170, top1_acc: 0.5687, top5_acc: 0.7836, loss_cls: 1.9031, loss: 1.9031, grad_norm: 5.4214 2020-07-27 23:57:59,623 - mmaction - INFO - Epoch [38][100/3757] lr: 1.000e-02, eta: 4 days, 20:23:28, time: 1.930, data_time: 0.009, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7734, loss_cls: 1.9690, loss: 1.9690, grad_norm: 5.5295 2020-07-27 23:58:34,943 - mmaction - INFO - Epoch [38][120/3757] lr: 1.000e-02, eta: 4 days, 20:22:52, time: 1.769, data_time: 0.010, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7664, loss_cls: 1.9711, loss: 1.9711, grad_norm: 5.7482 2020-07-27 23:59:11,598 - mmaction - INFO - Epoch [38][140/3757] lr: 1.000e-02, eta: 4 days, 20:22:18, time: 1.824, data_time: 0.008, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7594, loss_cls: 1.9913, loss: 1.9913, grad_norm: 5.5853 2020-07-27 23:59:43,094 - mmaction - INFO - Epoch [38][160/3757] lr: 1.000e-02, eta: 4 days, 20:21:37, time: 1.582, data_time: 0.053, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7758, loss_cls: 1.9281, loss: 1.9281, grad_norm: 5.2941 2020-07-28 00:00:21,137 - mmaction - INFO - Epoch [38][180/3757] lr: 1.000e-02, eta: 4 days, 20:21:05, time: 1.886, data_time: 0.009, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7797, loss_cls: 1.9539, loss: 1.9539, grad_norm: 5.5670 2020-07-28 00:00:56,853 - mmaction - INFO - Epoch [38][200/3757] lr: 1.000e-02, eta: 4 days, 20:20:31, time: 1.803, data_time: 0.220, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7883, loss_cls: 1.9552, loss: 1.9552, grad_norm: 5.7207 2020-07-28 00:01:31,892 - mmaction - INFO - Epoch [38][220/3757] lr: 1.000e-02, eta: 4 days, 20:19:55, time: 1.746, data_time: 0.398, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7758, loss_cls: 1.9463, loss: 1.9463, grad_norm: 5.5809 2020-07-28 00:02:07,373 - mmaction - INFO - Epoch [38][240/3757] lr: 1.000e-02, eta: 4 days, 20:19:19, time: 1.778, data_time: 1.206, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7664, loss_cls: 1.9991, loss: 1.9991, grad_norm: 5.8824 2020-07-28 00:02:41,605 - mmaction - INFO - Epoch [38][260/3757] lr: 1.000e-02, eta: 4 days, 20:18:42, time: 1.712, data_time: 1.120, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.1158, loss: 2.1158, grad_norm: 5.7474 2020-07-28 00:03:18,673 - mmaction - INFO - Epoch [38][280/3757] lr: 1.000e-02, eta: 4 days, 20:18:09, time: 1.853, data_time: 1.125, memory: 5170, top1_acc: 0.5672, top5_acc: 0.7844, loss_cls: 1.8882, loss: 1.8882, grad_norm: 5.5322 2020-07-28 00:03:52,717 - mmaction - INFO - Epoch [38][300/3757] lr: 1.000e-02, eta: 4 days, 20:17:32, time: 1.704, data_time: 1.084, memory: 5170, top1_acc: 0.5570, top5_acc: 0.7812, loss_cls: 1.9296, loss: 1.9296, grad_norm: 5.5951 2020-07-28 00:04:29,816 - mmaction - INFO - Epoch [38][320/3757] lr: 1.000e-02, eta: 4 days, 20:16:59, time: 1.850, data_time: 0.330, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7648, loss_cls: 1.9930, loss: 1.9930, grad_norm: 5.8903 2020-07-28 00:05:02,030 - mmaction - INFO - Epoch [38][340/3757] lr: 1.000e-02, eta: 4 days, 20:16:18, time: 1.618, data_time: 0.010, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7664, loss_cls: 2.0153, loss: 2.0153, grad_norm: 5.8489 2020-07-28 00:05:35,710 - mmaction - INFO - Epoch [38][360/3757] lr: 1.000e-02, eta: 4 days, 20:15:40, time: 1.684, data_time: 0.003, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7680, loss_cls: 1.9672, loss: 1.9672, grad_norm: 5.7941 2020-07-28 00:06:13,272 - mmaction - INFO - Epoch [38][380/3757] lr: 1.000e-02, eta: 4 days, 20:15:08, time: 1.872, data_time: 0.009, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7688, loss_cls: 1.9796, loss: 1.9796, grad_norm: 5.9212 2020-07-28 00:06:45,779 - mmaction - INFO - Epoch [38][400/3757] lr: 1.000e-02, eta: 4 days, 20:14:28, time: 1.631, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7594, loss_cls: 2.0577, loss: 2.0577, grad_norm: 5.7926 2020-07-28 00:07:22,402 - mmaction - INFO - Epoch [38][420/3757] lr: 1.000e-02, eta: 4 days, 20:13:54, time: 1.825, data_time: 0.009, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7773, loss_cls: 1.9324, loss: 1.9324, grad_norm: 5.7071 2020-07-28 00:07:59,432 - mmaction - INFO - Epoch [38][440/3757] lr: 1.000e-02, eta: 4 days, 20:13:22, time: 1.857, data_time: 0.009, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7672, loss_cls: 2.0453, loss: 2.0453, grad_norm: 5.7138 2020-07-28 00:08:35,058 - mmaction - INFO - Epoch [38][460/3757] lr: 1.000e-02, eta: 4 days, 20:12:46, time: 1.779, data_time: 0.008, memory: 5170, top1_acc: 0.5594, top5_acc: 0.7727, loss_cls: 1.9217, loss: 1.9217, grad_norm: 5.6128 2020-07-28 00:09:06,637 - mmaction - INFO - Epoch [38][480/3757] lr: 1.000e-02, eta: 4 days, 20:12:05, time: 1.582, data_time: 0.008, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7336, loss_cls: 2.1953, loss: 2.1953, grad_norm: 5.8473 2020-07-28 00:09:43,071 - mmaction - INFO - Epoch [38][500/3757] lr: 1.000e-02, eta: 4 days, 20:11:31, time: 1.819, data_time: 0.415, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7945, loss_cls: 1.9589, loss: 1.9589, grad_norm: 5.6345 2020-07-28 00:10:19,241 - mmaction - INFO - Epoch [38][520/3757] lr: 1.000e-02, eta: 4 days, 20:10:57, time: 1.810, data_time: 0.133, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7820, loss_cls: 1.9031, loss: 1.9031, grad_norm: 5.4944 2020-07-28 00:10:52,163 - mmaction - INFO - Epoch [38][540/3757] lr: 1.000e-02, eta: 4 days, 20:10:17, time: 1.647, data_time: 0.004, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7648, loss_cls: 2.0151, loss: 2.0151, grad_norm: 5.8737 2020-07-28 00:11:26,318 - mmaction - INFO - Epoch [38][560/3757] lr: 1.000e-02, eta: 4 days, 20:09:39, time: 1.704, data_time: 0.007, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7578, loss_cls: 2.0439, loss: 2.0439, grad_norm: 5.6093 2020-07-28 00:12:03,702 - mmaction - INFO - Epoch [38][580/3757] lr: 1.000e-02, eta: 4 days, 20:09:07, time: 1.873, data_time: 0.006, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9658, loss: 1.9658, grad_norm: 5.5537 2020-07-28 00:12:38,704 - mmaction - INFO - Epoch [38][600/3757] lr: 1.000e-02, eta: 4 days, 20:08:31, time: 1.749, data_time: 0.003, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7633, loss_cls: 2.0479, loss: 2.0479, grad_norm: 5.7394 2020-07-28 00:13:14,994 - mmaction - INFO - Epoch [38][620/3757] lr: 1.000e-02, eta: 4 days, 20:07:57, time: 1.811, data_time: 0.003, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7594, loss_cls: 1.9676, loss: 1.9676, grad_norm: 5.6567 2020-07-28 00:13:52,405 - mmaction - INFO - Epoch [38][640/3757] lr: 1.000e-02, eta: 4 days, 20:07:25, time: 1.876, data_time: 0.029, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7703, loss_cls: 1.9615, loss: 1.9615, grad_norm: 5.7465 2020-07-28 00:14:28,570 - mmaction - INFO - Epoch [38][660/3757] lr: 1.000e-02, eta: 4 days, 20:06:51, time: 1.803, data_time: 0.006, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9656, loss: 1.9656, grad_norm: 5.5942 2020-07-28 00:15:05,363 - mmaction - INFO - Epoch [38][680/3757] lr: 1.000e-02, eta: 4 days, 20:06:18, time: 1.844, data_time: 0.007, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7711, loss_cls: 1.9900, loss: 1.9900, grad_norm: 5.7365 2020-07-28 00:15:41,098 - mmaction - INFO - Epoch [38][700/3757] lr: 1.000e-02, eta: 4 days, 20:05:43, time: 1.787, data_time: 0.002, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7898, loss_cls: 1.9372, loss: 1.9372, grad_norm: 5.6348 2020-07-28 00:16:13,775 - mmaction - INFO - Epoch [38][720/3757] lr: 1.000e-02, eta: 4 days, 20:05:03, time: 1.628, data_time: 0.070, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7781, loss_cls: 1.9897, loss: 1.9897, grad_norm: 5.7997 2020-07-28 00:16:49,484 - mmaction - INFO - Epoch [38][740/3757] lr: 1.000e-02, eta: 4 days, 20:04:28, time: 1.790, data_time: 0.008, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7727, loss_cls: 2.0045, loss: 2.0045, grad_norm: 5.6785 2020-07-28 00:17:27,845 - mmaction - INFO - Epoch [38][760/3757] lr: 1.000e-02, eta: 4 days, 20:03:57, time: 1.913, data_time: 0.009, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7703, loss_cls: 2.0345, loss: 2.0345, grad_norm: 5.8547 2020-07-28 00:18:00,740 - mmaction - INFO - Epoch [38][780/3757] lr: 1.000e-02, eta: 4 days, 20:03:18, time: 1.652, data_time: 0.010, memory: 5170, top1_acc: 0.5641, top5_acc: 0.7867, loss_cls: 1.8536, loss: 1.8536, grad_norm: 5.5756 2020-07-28 00:18:37,904 - mmaction - INFO - Epoch [38][800/3757] lr: 1.000e-02, eta: 4 days, 20:02:45, time: 1.851, data_time: 0.019, memory: 5170, top1_acc: 0.5734, top5_acc: 0.7766, loss_cls: 1.8869, loss: 1.8869, grad_norm: 5.5454 2020-07-28 00:19:10,916 - mmaction - INFO - Epoch [38][820/3757] lr: 1.000e-02, eta: 4 days, 20:02:06, time: 1.657, data_time: 0.009, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7609, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.7788 2020-07-28 00:19:44,619 - mmaction - INFO - Epoch [38][840/3757] lr: 1.000e-02, eta: 4 days, 20:01:28, time: 1.681, data_time: 0.008, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7508, loss_cls: 1.9988, loss: 1.9988, grad_norm: 5.5906 2020-07-28 00:20:22,106 - mmaction - INFO - Epoch [38][860/3757] lr: 1.000e-02, eta: 4 days, 20:00:56, time: 1.872, data_time: 0.009, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7664, loss_cls: 2.0181, loss: 2.0181, grad_norm: 5.8107 2020-07-28 00:20:55,964 - mmaction - INFO - Epoch [38][880/3757] lr: 1.000e-02, eta: 4 days, 20:00:18, time: 1.700, data_time: 0.015, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7789, loss_cls: 1.9846, loss: 1.9846, grad_norm: 5.5576 2020-07-28 00:21:33,701 - mmaction - INFO - Epoch [38][900/3757] lr: 1.000e-02, eta: 4 days, 19:59:46, time: 1.882, data_time: 0.066, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7664, loss_cls: 1.9641, loss: 1.9641, grad_norm: 5.7391 2020-07-28 00:22:06,511 - mmaction - INFO - Epoch [38][920/3757] lr: 1.000e-02, eta: 4 days, 19:59:06, time: 1.643, data_time: 0.011, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7758, loss_cls: 1.9790, loss: 1.9790, grad_norm: 5.9876 2020-07-28 00:22:38,678 - mmaction - INFO - Epoch [38][940/3757] lr: 1.000e-02, eta: 4 days, 19:58:25, time: 1.609, data_time: 0.092, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7695, loss_cls: 1.9619, loss: 1.9619, grad_norm: 5.6678 2020-07-28 00:23:16,399 - mmaction - INFO - Epoch [38][960/3757] lr: 1.000e-02, eta: 4 days, 19:57:54, time: 1.882, data_time: 0.101, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7773, loss_cls: 1.9640, loss: 1.9640, grad_norm: 5.7573 2020-07-28 00:23:48,834 - mmaction - INFO - Epoch [38][980/3757] lr: 1.000e-02, eta: 4 days, 19:57:14, time: 1.627, data_time: 0.010, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7664, loss_cls: 1.9572, loss: 1.9572, grad_norm: 5.6501 2020-07-28 00:24:23,345 - mmaction - INFO - Epoch [38][1000/3757] lr: 1.000e-02, eta: 4 days, 19:56:36, time: 1.720, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7516, loss_cls: 2.0505, loss: 2.0505, grad_norm: 5.8273 2020-07-28 00:25:01,442 - mmaction - INFO - Epoch [38][1020/3757] lr: 1.000e-02, eta: 4 days, 19:56:06, time: 1.907, data_time: 0.009, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7672, loss_cls: 2.0086, loss: 2.0086, grad_norm: 5.9199 2020-07-28 00:25:35,602 - mmaction - INFO - Epoch [38][1040/3757] lr: 1.000e-02, eta: 4 days, 19:55:28, time: 1.705, data_time: 0.111, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7570, loss_cls: 1.9888, loss: 1.9888, grad_norm: 5.6986 2020-07-28 00:26:10,063 - mmaction - INFO - Epoch [38][1060/3757] lr: 1.000e-02, eta: 4 days, 19:54:51, time: 1.729, data_time: 0.994, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7828, loss_cls: 2.0153, loss: 2.0153, grad_norm: 5.7263 2020-07-28 00:26:46,238 - mmaction - INFO - Epoch [38][1080/3757] lr: 1.000e-02, eta: 4 days, 19:54:17, time: 1.799, data_time: 0.959, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7875, loss_cls: 1.9498, loss: 1.9498, grad_norm: 5.7703 2020-07-28 00:27:19,539 - mmaction - INFO - Epoch [38][1100/3757] lr: 1.000e-02, eta: 4 days, 19:53:38, time: 1.672, data_time: 0.965, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7836, loss_cls: 1.9352, loss: 1.9352, grad_norm: 5.8773 2020-07-28 00:27:58,694 - mmaction - INFO - Epoch [38][1120/3757] lr: 1.000e-02, eta: 4 days, 19:53:09, time: 1.959, data_time: 0.416, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7836, loss_cls: 1.9502, loss: 1.9502, grad_norm: 5.8324 2020-07-28 00:28:32,715 - mmaction - INFO - Epoch [38][1140/3757] lr: 1.000e-02, eta: 4 days, 19:52:31, time: 1.698, data_time: 0.339, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7883, loss_cls: 1.9074, loss: 1.9074, grad_norm: 5.7149 2020-07-28 00:29:07,436 - mmaction - INFO - Epoch [38][1160/3757] lr: 1.000e-02, eta: 4 days, 19:51:54, time: 1.740, data_time: 0.083, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7797, loss_cls: 1.9980, loss: 1.9980, grad_norm: 5.8950 2020-07-28 00:29:39,306 - mmaction - INFO - Epoch [38][1180/3757] lr: 1.000e-02, eta: 4 days, 19:51:13, time: 1.593, data_time: 0.280, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7719, loss_cls: 1.9743, loss: 1.9743, grad_norm: 5.7829 2020-07-28 00:30:16,639 - mmaction - INFO - Epoch [38][1200/3757] lr: 1.000e-02, eta: 4 days, 19:50:41, time: 1.864, data_time: 0.009, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7875, loss_cls: 1.8860, loss: 1.8860, grad_norm: 5.5168 2020-07-28 00:30:52,636 - mmaction - INFO - Epoch [38][1220/3757] lr: 1.000e-02, eta: 4 days, 19:50:06, time: 1.803, data_time: 0.006, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7672, loss_cls: 2.0191, loss: 2.0191, grad_norm: 5.9211 2020-07-28 00:31:31,043 - mmaction - INFO - Epoch [38][1240/3757] lr: 1.000e-02, eta: 4 days, 19:49:36, time: 1.915, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7680, loss_cls: 2.0745, loss: 2.0745, grad_norm: 5.7589 2020-07-28 00:32:06,011 - mmaction - INFO - Epoch [38][1260/3757] lr: 1.000e-02, eta: 4 days, 19:49:00, time: 1.755, data_time: 0.009, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7633, loss_cls: 2.0334, loss: 2.0334, grad_norm: 5.8630 2020-07-28 00:32:39,543 - mmaction - INFO - Epoch [38][1280/3757] lr: 1.000e-02, eta: 4 days, 19:48:21, time: 1.677, data_time: 0.003, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7586, loss_cls: 2.1050, loss: 2.1050, grad_norm: 5.9119 2020-07-28 00:33:16,305 - mmaction - INFO - Epoch [38][1300/3757] lr: 1.000e-02, eta: 4 days, 19:47:48, time: 1.829, data_time: 0.008, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7680, loss_cls: 2.0086, loss: 2.0086, grad_norm: 5.4957 2020-07-28 00:33:49,055 - mmaction - INFO - Epoch [38][1320/3757] lr: 1.000e-02, eta: 4 days, 19:47:08, time: 1.646, data_time: 0.011, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7492, loss_cls: 2.1616, loss: 2.1616, grad_norm: 6.1061 2020-07-28 00:34:24,666 - mmaction - INFO - Epoch [38][1340/3757] lr: 1.000e-02, eta: 4 days, 19:46:33, time: 1.777, data_time: 0.009, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.0860, loss: 2.0860, grad_norm: 5.7575 2020-07-28 00:34:58,066 - mmaction - INFO - Epoch [38][1360/3757] lr: 1.000e-02, eta: 4 days, 19:45:54, time: 1.674, data_time: 0.010, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7562, loss_cls: 2.0725, loss: 2.0725, grad_norm: 5.8226 2020-07-28 00:35:33,085 - mmaction - INFO - Epoch [38][1380/3757] lr: 1.000e-02, eta: 4 days, 19:45:18, time: 1.746, data_time: 0.009, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7695, loss_cls: 1.9731, loss: 1.9731, grad_norm: 5.6637 2020-07-28 00:36:09,141 - mmaction - INFO - Epoch [38][1400/3757] lr: 1.000e-02, eta: 4 days, 19:44:44, time: 1.807, data_time: 0.594, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7633, loss_cls: 1.9915, loss: 1.9915, grad_norm: 5.6600 2020-07-28 00:36:44,766 - mmaction - INFO - Epoch [38][1420/3757] lr: 1.000e-02, eta: 4 days, 19:44:09, time: 1.783, data_time: 0.667, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7531, loss_cls: 2.0424, loss: 2.0424, grad_norm: 5.8767 2020-07-28 00:37:19,457 - mmaction - INFO - Epoch [38][1440/3757] lr: 1.000e-02, eta: 4 days, 19:43:32, time: 1.735, data_time: 0.601, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9622, loss: 1.9622, grad_norm: 5.6962 2020-07-28 00:37:54,640 - mmaction - INFO - Epoch [38][1460/3757] lr: 1.000e-02, eta: 4 days, 19:42:56, time: 1.753, data_time: 0.396, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7672, loss_cls: 2.0190, loss: 2.0190, grad_norm: 5.7958 2020-07-28 00:38:30,368 - mmaction - INFO - Epoch [38][1480/3757] lr: 1.000e-02, eta: 4 days, 19:42:21, time: 1.794, data_time: 0.168, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7523, loss_cls: 2.1076, loss: 2.1076, grad_norm: 5.8223 2020-07-28 00:39:04,958 - mmaction - INFO - Epoch [38][1500/3757] lr: 1.000e-02, eta: 4 days, 19:41:44, time: 1.724, data_time: 0.146, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7672, loss_cls: 1.9835, loss: 1.9835, grad_norm: 5.7263 2020-07-28 00:39:37,716 - mmaction - INFO - Epoch [38][1520/3757] lr: 1.000e-02, eta: 4 days, 19:41:05, time: 1.644, data_time: 0.408, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7648, loss_cls: 2.0226, loss: 2.0226, grad_norm: 5.9401 2020-07-28 00:40:13,179 - mmaction - INFO - Epoch [38][1540/3757] lr: 1.000e-02, eta: 4 days, 19:40:29, time: 1.771, data_time: 0.578, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7789, loss_cls: 1.9730, loss: 1.9730, grad_norm: 5.7686 2020-07-28 00:40:49,878 - mmaction - INFO - Epoch [38][1560/3757] lr: 1.000e-02, eta: 4 days, 19:39:56, time: 1.837, data_time: 1.076, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7617, loss_cls: 2.0126, loss: 2.0126, grad_norm: 5.8053 2020-07-28 00:41:26,949 - mmaction - INFO - Epoch [38][1580/3757] lr: 1.000e-02, eta: 4 days, 19:39:23, time: 1.851, data_time: 0.065, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7734, loss_cls: 1.9886, loss: 1.9886, grad_norm: 5.7054 2020-07-28 00:41:57,050 - mmaction - INFO - Epoch [38][1600/3757] lr: 1.000e-02, eta: 4 days, 19:38:39, time: 1.505, data_time: 0.007, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7641, loss_cls: 2.0252, loss: 2.0252, grad_norm: 5.6396 2020-07-28 00:42:36,589 - mmaction - INFO - Epoch [38][1620/3757] lr: 1.000e-02, eta: 4 days, 19:38:11, time: 1.976, data_time: 0.012, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7656, loss_cls: 1.9984, loss: 1.9984, grad_norm: 5.5833 2020-07-28 00:43:12,470 - mmaction - INFO - Epoch [38][1640/3757] lr: 1.000e-02, eta: 4 days, 19:37:36, time: 1.797, data_time: 0.008, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7492, loss_cls: 2.0677, loss: 2.0677, grad_norm: 5.8108 2020-07-28 00:43:46,472 - mmaction - INFO - Epoch [38][1660/3757] lr: 1.000e-02, eta: 4 days, 19:36:58, time: 1.699, data_time: 0.002, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7703, loss_cls: 1.9976, loss: 1.9976, grad_norm: 5.7541 2020-07-28 00:44:19,287 - mmaction - INFO - Epoch [38][1680/3757] lr: 1.000e-02, eta: 4 days, 19:36:18, time: 1.635, data_time: 0.014, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7711, loss_cls: 2.0164, loss: 2.0164, grad_norm: 5.7300 2020-07-28 00:44:55,416 - mmaction - INFO - Epoch [38][1700/3757] lr: 1.000e-02, eta: 4 days, 19:35:44, time: 1.812, data_time: 0.009, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7602, loss_cls: 1.9987, loss: 1.9987, grad_norm: 5.6027 2020-07-28 00:45:28,724 - mmaction - INFO - Epoch [38][1720/3757] lr: 1.000e-02, eta: 4 days, 19:35:05, time: 1.657, data_time: 0.060, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7633, loss_cls: 2.0717, loss: 2.0717, grad_norm: 5.9573 2020-07-28 00:46:03,579 - mmaction - INFO - Epoch [38][1740/3757] lr: 1.000e-02, eta: 4 days, 19:34:29, time: 1.753, data_time: 0.012, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7438, loss_cls: 2.1168, loss: 2.1168, grad_norm: 5.8351 2020-07-28 00:46:41,543 - mmaction - INFO - Epoch [38][1760/3757] lr: 1.000e-02, eta: 4 days, 19:33:58, time: 1.894, data_time: 0.008, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7453, loss_cls: 2.0941, loss: 2.0941, grad_norm: 5.6197 2020-07-28 00:47:17,237 - mmaction - INFO - Epoch [38][1780/3757] lr: 1.000e-02, eta: 4 days, 19:33:23, time: 1.786, data_time: 0.008, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7547, loss_cls: 2.0432, loss: 2.0432, grad_norm: 5.5293 2020-07-28 00:47:52,087 - mmaction - INFO - Epoch [38][1800/3757] lr: 1.000e-02, eta: 4 days, 19:32:46, time: 1.741, data_time: 0.012, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.0656, loss: 2.0656, grad_norm: 5.7959 2020-07-28 00:48:28,758 - mmaction - INFO - Epoch [38][1820/3757] lr: 1.000e-02, eta: 4 days, 19:32:13, time: 1.837, data_time: 0.010, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7727, loss_cls: 1.9982, loss: 1.9982, grad_norm: 5.7067 2020-07-28 00:49:04,642 - mmaction - INFO - Epoch [38][1840/3757] lr: 1.000e-02, eta: 4 days, 19:31:38, time: 1.788, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7625, loss_cls: 2.0968, loss: 2.0968, grad_norm: 6.0020 2020-07-28 00:49:36,398 - mmaction - INFO - Epoch [38][1860/3757] lr: 1.000e-02, eta: 4 days, 19:30:57, time: 1.594, data_time: 0.009, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 1.9930, loss: 1.9930, grad_norm: 5.7221 2020-07-28 00:50:11,233 - mmaction - INFO - Epoch [38][1880/3757] lr: 1.000e-02, eta: 4 days, 19:30:21, time: 1.742, data_time: 0.009, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7711, loss_cls: 2.0173, loss: 2.0173, grad_norm: 5.6884 2020-07-28 00:50:49,356 - mmaction - INFO - Epoch [38][1900/3757] lr: 1.000e-02, eta: 4 days, 19:29:50, time: 1.905, data_time: 0.074, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7648, loss_cls: 1.9489, loss: 1.9489, grad_norm: 5.6587 2020-07-28 00:51:24,864 - mmaction - INFO - Epoch [38][1920/3757] lr: 1.000e-02, eta: 4 days, 19:29:14, time: 1.773, data_time: 0.007, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.0876, loss: 2.0876, grad_norm: 5.8198 2020-07-28 00:51:59,908 - mmaction - INFO - Epoch [38][1940/3757] lr: 1.000e-02, eta: 4 days, 19:28:38, time: 1.755, data_time: 0.008, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7805, loss_cls: 1.9446, loss: 1.9446, grad_norm: 5.6111 2020-07-28 00:52:36,283 - mmaction - INFO - Epoch [38][1960/3757] lr: 1.000e-02, eta: 4 days, 19:28:05, time: 1.819, data_time: 0.003, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7680, loss_cls: 2.0138, loss: 2.0138, grad_norm: 5.7239 2020-07-28 00:53:12,580 - mmaction - INFO - Epoch [38][1980/3757] lr: 1.000e-02, eta: 4 days, 19:27:31, time: 1.814, data_time: 0.003, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7570, loss_cls: 1.9805, loss: 1.9805, grad_norm: 5.8791 2020-07-28 00:53:47,303 - mmaction - INFO - Epoch [38][2000/3757] lr: 1.000e-02, eta: 4 days, 19:26:54, time: 1.736, data_time: 0.004, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7633, loss_cls: 2.0641, loss: 2.0641, grad_norm: 6.0463 2020-07-28 00:54:22,534 - mmaction - INFO - Epoch [38][2020/3757] lr: 1.000e-02, eta: 4 days, 19:26:18, time: 1.763, data_time: 0.009, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7688, loss_cls: 2.0000, loss: 2.0000, grad_norm: 5.8603 2020-07-28 00:54:58,247 - mmaction - INFO - Epoch [38][2040/3757] lr: 1.000e-02, eta: 4 days, 19:25:43, time: 1.786, data_time: 0.003, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7656, loss_cls: 1.9986, loss: 1.9986, grad_norm: 5.6837 2020-07-28 00:55:29,939 - mmaction - INFO - Epoch [38][2060/3757] lr: 1.000e-02, eta: 4 days, 19:25:02, time: 1.581, data_time: 0.008, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7758, loss_cls: 2.0152, loss: 2.0152, grad_norm: 5.7128 2020-07-28 00:56:04,928 - mmaction - INFO - Epoch [38][2080/3757] lr: 1.000e-02, eta: 4 days, 19:24:26, time: 1.752, data_time: 0.013, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 2.0589, loss: 2.0589, grad_norm: 5.8459 2020-07-28 00:56:42,227 - mmaction - INFO - Epoch [38][2100/3757] lr: 1.000e-02, eta: 4 days, 19:23:53, time: 1.863, data_time: 0.010, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7633, loss_cls: 1.9982, loss: 1.9982, grad_norm: 5.6766 2020-07-28 00:57:17,664 - mmaction - INFO - Epoch [38][2120/3757] lr: 1.000e-02, eta: 4 days, 19:23:18, time: 1.775, data_time: 0.008, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7617, loss_cls: 2.0776, loss: 2.0776, grad_norm: 5.8800 2020-07-28 00:57:49,613 - mmaction - INFO - Epoch [38][2140/3757] lr: 1.000e-02, eta: 4 days, 19:22:36, time: 1.589, data_time: 0.199, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7352, loss_cls: 2.1203, loss: 2.1203, grad_norm: 5.9080 2020-07-28 00:58:24,755 - mmaction - INFO - Epoch [38][2160/3757] lr: 1.000e-02, eta: 4 days, 19:22:01, time: 1.766, data_time: 1.025, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7672, loss_cls: 2.0243, loss: 2.0243, grad_norm: 5.7482 2020-07-28 00:59:01,385 - mmaction - INFO - Epoch [38][2180/3757] lr: 1.000e-02, eta: 4 days, 19:21:27, time: 1.827, data_time: 0.739, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7609, loss_cls: 2.0462, loss: 2.0462, grad_norm: 5.7674 2020-07-28 00:59:36,136 - mmaction - INFO - Epoch [38][2200/3757] lr: 1.000e-02, eta: 4 days, 19:20:51, time: 1.736, data_time: 0.009, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7578, loss_cls: 2.0544, loss: 2.0544, grad_norm: 5.7338 2020-07-28 01:00:09,497 - mmaction - INFO - Epoch [38][2220/3757] lr: 1.000e-02, eta: 4 days, 19:20:12, time: 1.663, data_time: 0.011, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7734, loss_cls: 2.0240, loss: 2.0240, grad_norm: 5.8477 2020-07-28 01:00:44,079 - mmaction - INFO - Epoch [38][2240/3757] lr: 1.000e-02, eta: 4 days, 19:19:35, time: 1.734, data_time: 0.025, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7578, loss_cls: 1.9524, loss: 1.9524, grad_norm: 5.5866 2020-07-28 01:01:19,794 - mmaction - INFO - Epoch [38][2260/3757] lr: 1.000e-02, eta: 4 days, 19:19:00, time: 1.791, data_time: 0.176, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7609, loss_cls: 2.0213, loss: 2.0213, grad_norm: 5.6829 2020-07-28 01:01:56,046 - mmaction - INFO - Epoch [38][2280/3757] lr: 1.000e-02, eta: 4 days, 19:18:26, time: 1.813, data_time: 0.858, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7805, loss_cls: 1.9474, loss: 1.9474, grad_norm: 5.6366 2020-07-28 01:02:28,489 - mmaction - INFO - Epoch [38][2300/3757] lr: 1.000e-02, eta: 4 days, 19:17:46, time: 1.623, data_time: 0.196, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7719, loss_cls: 1.9763, loss: 1.9763, grad_norm: 5.8147 2020-07-28 01:03:05,419 - mmaction - INFO - Epoch [38][2320/3757] lr: 1.000e-02, eta: 4 days, 19:17:13, time: 1.846, data_time: 0.008, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7453, loss_cls: 2.0644, loss: 2.0644, grad_norm: 5.9519 2020-07-28 01:03:37,575 - mmaction - INFO - Epoch [38][2340/3757] lr: 1.000e-02, eta: 4 days, 19:16:32, time: 1.609, data_time: 0.003, memory: 5170, top1_acc: 0.5687, top5_acc: 0.7766, loss_cls: 1.8804, loss: 1.8804, grad_norm: 5.5629 2020-07-28 01:04:17,280 - mmaction - INFO - Epoch [38][2360/3757] lr: 1.000e-02, eta: 4 days, 19:16:04, time: 1.977, data_time: 0.009, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7719, loss_cls: 1.9838, loss: 1.9838, grad_norm: 5.8017 2020-07-28 01:04:50,705 - mmaction - INFO - Epoch [38][2380/3757] lr: 1.000e-02, eta: 4 days, 19:15:25, time: 1.679, data_time: 0.011, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7766, loss_cls: 1.9836, loss: 1.9836, grad_norm: 5.8837 2020-07-28 01:05:27,275 - mmaction - INFO - Epoch [38][2400/3757] lr: 1.000e-02, eta: 4 days, 19:14:52, time: 1.823, data_time: 0.010, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7641, loss_cls: 2.0328, loss: 2.0328, grad_norm: 5.7716 2020-07-28 01:06:03,260 - mmaction - INFO - Epoch [38][2420/3757] lr: 1.000e-02, eta: 4 days, 19:14:17, time: 1.804, data_time: 0.094, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7773, loss_cls: 1.9865, loss: 1.9865, grad_norm: 5.6665 2020-07-28 01:06:36,357 - mmaction - INFO - Epoch [38][2440/3757] lr: 1.000e-02, eta: 4 days, 19:13:38, time: 1.649, data_time: 0.007, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7695, loss_cls: 2.0224, loss: 2.0224, grad_norm: 5.8048 2020-07-28 01:07:08,901 - mmaction - INFO - Epoch [38][2460/3757] lr: 1.000e-02, eta: 4 days, 19:12:58, time: 1.633, data_time: 0.234, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7594, loss_cls: 2.0701, loss: 2.0701, grad_norm: 5.8688 2020-07-28 01:07:45,231 - mmaction - INFO - Epoch [38][2480/3757] lr: 1.000e-02, eta: 4 days, 19:12:24, time: 1.815, data_time: 0.009, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7602, loss_cls: 2.1180, loss: 2.1180, grad_norm: 5.8824 2020-07-28 01:08:21,690 - mmaction - INFO - Epoch [38][2500/3757] lr: 1.000e-02, eta: 4 days, 19:11:50, time: 1.821, data_time: 0.007, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7695, loss_cls: 2.0232, loss: 2.0232, grad_norm: 5.5736 2020-07-28 01:08:58,497 - mmaction - INFO - Epoch [38][2520/3757] lr: 1.000e-02, eta: 4 days, 19:11:17, time: 1.845, data_time: 0.009, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7820, loss_cls: 1.9292, loss: 1.9292, grad_norm: 5.6785 2020-07-28 01:09:33,456 - mmaction - INFO - Epoch [38][2540/3757] lr: 1.000e-02, eta: 4 days, 19:10:41, time: 1.747, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7609, loss_cls: 2.0691, loss: 2.0691, grad_norm: 5.7682 2020-07-28 01:10:09,776 - mmaction - INFO - Epoch [38][2560/3757] lr: 1.000e-02, eta: 4 days, 19:10:07, time: 1.813, data_time: 0.003, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7594, loss_cls: 2.0785, loss: 2.0785, grad_norm: 6.0692 2020-07-28 01:10:45,016 - mmaction - INFO - Epoch [38][2580/3757] lr: 1.000e-02, eta: 4 days, 19:09:31, time: 1.766, data_time: 0.006, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7656, loss_cls: 1.9921, loss: 1.9921, grad_norm: 5.8853 2020-07-28 01:11:17,359 - mmaction - INFO - Epoch [38][2600/3757] lr: 1.000e-02, eta: 4 days, 19:08:50, time: 1.607, data_time: 0.009, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7820, loss_cls: 1.9332, loss: 1.9332, grad_norm: 5.7545 2020-07-28 01:11:52,971 - mmaction - INFO - Epoch [38][2620/3757] lr: 1.000e-02, eta: 4 days, 19:08:15, time: 1.784, data_time: 0.012, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7836, loss_cls: 1.9877, loss: 1.9877, grad_norm: 5.7245 2020-07-28 01:12:28,430 - mmaction - INFO - Epoch [38][2640/3757] lr: 1.000e-02, eta: 4 days, 19:07:40, time: 1.777, data_time: 0.009, memory: 5170, top1_acc: 0.5570, top5_acc: 0.7758, loss_cls: 1.9233, loss: 1.9233, grad_norm: 5.6117 2020-07-28 01:13:00,779 - mmaction - INFO - Epoch [38][2660/3757] lr: 1.000e-02, eta: 4 days, 19:07:00, time: 1.612, data_time: 0.011, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7766, loss_cls: 1.9877, loss: 1.9877, grad_norm: 5.6104 2020-07-28 01:13:38,191 - mmaction - INFO - Epoch [38][2680/3757] lr: 1.000e-02, eta: 4 days, 19:06:28, time: 1.877, data_time: 0.026, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7727, loss_cls: 1.9870, loss: 1.9870, grad_norm: 5.6289 2020-07-28 01:14:12,050 - mmaction - INFO - Epoch [38][2700/3757] lr: 1.000e-02, eta: 4 days, 19:05:50, time: 1.695, data_time: 0.009, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7805, loss_cls: 1.9897, loss: 1.9897, grad_norm: 5.4904 2020-07-28 01:14:48,382 - mmaction - INFO - Epoch [38][2720/3757] lr: 1.000e-02, eta: 4 days, 19:05:16, time: 1.815, data_time: 0.002, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7656, loss_cls: 1.9631, loss: 1.9631, grad_norm: 5.5439 2020-07-28 01:15:24,143 - mmaction - INFO - Epoch [38][2740/3757] lr: 1.000e-02, eta: 4 days, 19:04:41, time: 1.782, data_time: 0.009, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7586, loss_cls: 2.0042, loss: 2.0042, grad_norm: 5.5820 2020-07-28 01:15:58,115 - mmaction - INFO - Epoch [38][2760/3757] lr: 1.000e-02, eta: 4 days, 19:04:03, time: 1.706, data_time: 0.035, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7570, loss_cls: 2.0783, loss: 2.0783, grad_norm: 5.7762 2020-07-28 01:16:35,356 - mmaction - INFO - Epoch [38][2780/3757] lr: 1.000e-02, eta: 4 days, 19:03:31, time: 1.860, data_time: 0.017, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7703, loss_cls: 1.9713, loss: 1.9713, grad_norm: 5.6630 2020-07-28 01:17:09,301 - mmaction - INFO - Epoch [38][2800/3757] lr: 1.000e-02, eta: 4 days, 19:02:53, time: 1.697, data_time: 0.009, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7648, loss_cls: 2.0626, loss: 2.0626, grad_norm: 5.8297 2020-07-28 01:17:43,251 - mmaction - INFO - Epoch [38][2820/3757] lr: 1.000e-02, eta: 4 days, 19:02:15, time: 1.695, data_time: 0.009, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7664, loss_cls: 2.0835, loss: 2.0835, grad_norm: 6.0797 2020-07-28 01:18:18,326 - mmaction - INFO - Epoch [38][2840/3757] lr: 1.000e-02, eta: 4 days, 19:01:39, time: 1.758, data_time: 0.009, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7664, loss_cls: 2.0608, loss: 2.0608, grad_norm: 5.9649 2020-07-28 01:18:53,333 - mmaction - INFO - Epoch [38][2860/3757] lr: 1.000e-02, eta: 4 days, 19:01:03, time: 1.749, data_time: 0.003, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7758, loss_cls: 1.9695, loss: 1.9695, grad_norm: 5.6314 2020-07-28 01:19:30,771 - mmaction - INFO - Epoch [38][2880/3757] lr: 1.000e-02, eta: 4 days, 19:00:31, time: 1.865, data_time: 0.010, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7516, loss_cls: 2.0781, loss: 2.0781, grad_norm: 5.7260 2020-07-28 01:20:03,546 - mmaction - INFO - Epoch [38][2900/3757] lr: 1.000e-02, eta: 4 days, 18:59:51, time: 1.646, data_time: 0.010, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7461, loss_cls: 2.0411, loss: 2.0411, grad_norm: 5.9014 2020-07-28 01:20:44,277 - mmaction - INFO - Epoch [38][2920/3757] lr: 1.000e-02, eta: 4 days, 18:59:24, time: 2.035, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0091, loss: 2.0091, grad_norm: 5.8251 2020-07-28 01:21:17,393 - mmaction - INFO - Epoch [38][2940/3757] lr: 1.000e-02, eta: 4 days, 18:58:45, time: 1.656, data_time: 0.011, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7594, loss_cls: 2.0964, loss: 2.0964, grad_norm: 5.9811 2020-07-28 01:21:50,399 - mmaction - INFO - Epoch [38][2960/3757] lr: 1.000e-02, eta: 4 days, 18:58:06, time: 1.642, data_time: 0.164, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0182, loss: 2.0182, grad_norm: 5.6809 2020-07-28 01:22:25,381 - mmaction - INFO - Epoch [38][2980/3757] lr: 1.000e-02, eta: 4 days, 18:57:30, time: 1.757, data_time: 0.804, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 2.0033, loss: 2.0033, grad_norm: 5.7248 2020-07-28 01:22:58,240 - mmaction - INFO - Epoch [38][3000/3757] lr: 1.000e-02, eta: 4 days, 18:56:50, time: 1.646, data_time: 0.073, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7664, loss_cls: 1.9991, loss: 1.9991, grad_norm: 5.8466 2020-07-28 01:23:32,775 - mmaction - INFO - Epoch [38][3020/3757] lr: 1.000e-02, eta: 4 days, 18:56:13, time: 1.725, data_time: 0.033, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7602, loss_cls: 2.0149, loss: 2.0149, grad_norm: 5.6530 2020-07-28 01:24:10,281 - mmaction - INFO - Epoch [38][3040/3757] lr: 1.000e-02, eta: 4 days, 18:55:41, time: 1.876, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7625, loss_cls: 1.9985, loss: 1.9985, grad_norm: 5.6595 2020-07-28 01:24:44,244 - mmaction - INFO - Epoch [38][3060/3757] lr: 1.000e-02, eta: 4 days, 18:55:03, time: 1.693, data_time: 0.009, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7516, loss_cls: 2.0581, loss: 2.0581, grad_norm: 5.7443 2020-07-28 01:25:18,831 - mmaction - INFO - Epoch [38][3080/3757] lr: 1.000e-02, eta: 4 days, 18:54:27, time: 1.730, data_time: 0.008, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7742, loss_cls: 1.9581, loss: 1.9581, grad_norm: 5.7212 2020-07-28 01:25:55,036 - mmaction - INFO - Epoch [38][3100/3757] lr: 1.000e-02, eta: 4 days, 18:53:53, time: 1.815, data_time: 0.010, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7484, loss_cls: 2.0669, loss: 2.0669, grad_norm: 5.9618 2020-07-28 01:26:27,853 - mmaction - INFO - Epoch [38][3120/3757] lr: 1.000e-02, eta: 4 days, 18:53:13, time: 1.641, data_time: 0.009, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7617, loss_cls: 2.0164, loss: 2.0164, grad_norm: 5.9152 2020-07-28 01:27:02,223 - mmaction - INFO - Epoch [38][3140/3757] lr: 1.000e-02, eta: 4 days, 18:52:36, time: 1.719, data_time: 0.002, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7672, loss_cls: 2.0136, loss: 2.0136, grad_norm: 5.5303 2020-07-28 01:27:37,380 - mmaction - INFO - Epoch [38][3160/3757] lr: 1.000e-02, eta: 4 days, 18:52:00, time: 1.751, data_time: 0.431, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7586, loss_cls: 2.0999, loss: 2.0999, grad_norm: 5.8234 2020-07-28 01:28:11,932 - mmaction - INFO - Epoch [38][3180/3757] lr: 1.000e-02, eta: 4 days, 18:51:23, time: 1.734, data_time: 0.159, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7555, loss_cls: 2.0066, loss: 2.0066, grad_norm: 5.5824 2020-07-28 01:28:45,986 - mmaction - INFO - Epoch [38][3200/3757] lr: 1.000e-02, eta: 4 days, 18:50:45, time: 1.696, data_time: 0.353, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 1.9754, loss: 1.9754, grad_norm: 5.6531 2020-07-28 01:29:21,754 - mmaction - INFO - Epoch [38][3220/3757] lr: 1.000e-02, eta: 4 days, 18:50:11, time: 1.794, data_time: 0.193, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7656, loss_cls: 2.0518, loss: 2.0518, grad_norm: 5.6715 2020-07-28 01:29:56,802 - mmaction - INFO - Epoch [38][3240/3757] lr: 1.000e-02, eta: 4 days, 18:49:35, time: 1.751, data_time: 0.331, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7797, loss_cls: 1.9196, loss: 1.9196, grad_norm: 5.6784 2020-07-28 01:30:32,328 - mmaction - INFO - Epoch [38][3260/3757] lr: 1.000e-02, eta: 4 days, 18:48:59, time: 1.776, data_time: 0.011, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7477, loss_cls: 2.0853, loss: 2.0853, grad_norm: 5.7681 2020-07-28 01:31:06,356 - mmaction - INFO - Epoch [38][3280/3757] lr: 1.000e-02, eta: 4 days, 18:48:22, time: 1.705, data_time: 0.009, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7555, loss_cls: 2.0623, loss: 2.0623, grad_norm: 5.7332 2020-07-28 01:31:41,875 - mmaction - INFO - Epoch [38][3300/3757] lr: 1.000e-02, eta: 4 days, 18:47:46, time: 1.772, data_time: 0.036, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7742, loss_cls: 1.9746, loss: 1.9746, grad_norm: 5.5953 2020-07-28 01:32:17,680 - mmaction - INFO - Epoch [38][3320/3757] lr: 1.000e-02, eta: 4 days, 18:47:12, time: 1.791, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7539, loss_cls: 2.0725, loss: 2.0725, grad_norm: 5.9143 2020-07-28 01:32:52,355 - mmaction - INFO - Epoch [38][3340/3757] lr: 1.000e-02, eta: 4 days, 18:46:35, time: 1.737, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7641, loss_cls: 2.0506, loss: 2.0506, grad_norm: 5.7117 2020-07-28 01:33:30,981 - mmaction - INFO - Epoch [38][3360/3757] lr: 1.000e-02, eta: 4 days, 18:46:05, time: 1.930, data_time: 0.008, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7531, loss_cls: 2.0919, loss: 2.0919, grad_norm: 5.8750 2020-07-28 01:34:04,066 - mmaction - INFO - Epoch [38][3380/3757] lr: 1.000e-02, eta: 4 days, 18:45:26, time: 1.653, data_time: 0.004, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7539, loss_cls: 2.0897, loss: 2.0897, grad_norm: 5.8802 2020-07-28 01:34:36,306 - mmaction - INFO - Epoch [38][3400/3757] lr: 1.000e-02, eta: 4 days, 18:44:45, time: 1.613, data_time: 0.009, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.0623, loss: 2.0623, grad_norm: 5.5917 2020-07-28 01:35:12,544 - mmaction - INFO - Epoch [38][3420/3757] lr: 1.000e-02, eta: 4 days, 18:44:11, time: 1.804, data_time: 0.014, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.0786, loss: 2.0786, grad_norm: 5.6154 2020-07-28 01:35:47,322 - mmaction - INFO - Epoch [38][3440/3757] lr: 1.000e-02, eta: 4 days, 18:43:34, time: 1.740, data_time: 0.013, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7406, loss_cls: 2.1095, loss: 2.1095, grad_norm: 5.7986 2020-07-28 01:36:25,045 - mmaction - INFO - Epoch [38][3460/3757] lr: 1.000e-02, eta: 4 days, 18:43:03, time: 1.891, data_time: 0.012, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7727, loss_cls: 2.0059, loss: 2.0059, grad_norm: 5.4310 2020-07-28 01:36:59,768 - mmaction - INFO - Epoch [38][3480/3757] lr: 1.000e-02, eta: 4 days, 18:42:26, time: 1.738, data_time: 0.011, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7617, loss_cls: 2.0876, loss: 2.0876, grad_norm: 5.7491 2020-07-28 01:37:34,223 - mmaction - INFO - Epoch [38][3500/3757] lr: 1.000e-02, eta: 4 days, 18:41:49, time: 1.723, data_time: 0.003, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0496, loss: 2.0496, grad_norm: 5.6422 2020-07-28 01:38:10,448 - mmaction - INFO - Epoch [38][3520/3757] lr: 1.000e-02, eta: 4 days, 18:41:15, time: 1.805, data_time: 0.015, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7805, loss_cls: 1.9630, loss: 1.9630, grad_norm: 5.6689 2020-07-28 01:38:43,797 - mmaction - INFO - Epoch [38][3540/3757] lr: 1.000e-02, eta: 4 days, 18:40:37, time: 1.674, data_time: 0.010, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7492, loss_cls: 2.0801, loss: 2.0801, grad_norm: 5.7636 2020-07-28 01:39:18,405 - mmaction - INFO - Epoch [38][3560/3757] lr: 1.000e-02, eta: 4 days, 18:40:00, time: 1.729, data_time: 0.105, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7625, loss_cls: 2.0701, loss: 2.0701, grad_norm: 5.6281 2020-07-28 01:39:52,438 - mmaction - INFO - Epoch [38][3580/3757] lr: 1.000e-02, eta: 4 days, 18:39:22, time: 1.704, data_time: 0.107, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7664, loss_cls: 2.0345, loss: 2.0345, grad_norm: 5.7735 2020-07-28 01:40:29,926 - mmaction - INFO - Epoch [38][3600/3757] lr: 1.000e-02, eta: 4 days, 18:38:50, time: 1.873, data_time: 0.016, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7773, loss_cls: 1.9361, loss: 1.9361, grad_norm: 5.7453 2020-07-28 01:41:03,928 - mmaction - INFO - Epoch [38][3620/3757] lr: 1.000e-02, eta: 4 days, 18:38:12, time: 1.698, data_time: 0.120, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7656, loss_cls: 2.0018, loss: 2.0018, grad_norm: 5.7850 2020-07-28 01:41:38,787 - mmaction - INFO - Epoch [38][3640/3757] lr: 1.000e-02, eta: 4 days, 18:37:36, time: 1.745, data_time: 0.616, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7641, loss_cls: 2.0897, loss: 2.0897, grad_norm: 5.9267 2020-07-28 01:42:14,727 - mmaction - INFO - Epoch [38][3660/3757] lr: 1.000e-02, eta: 4 days, 18:37:01, time: 1.794, data_time: 0.714, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7859, loss_cls: 1.8920, loss: 1.8920, grad_norm: 5.8827 2020-07-28 01:42:46,341 - mmaction - INFO - Epoch [38][3680/3757] lr: 1.000e-02, eta: 4 days, 18:36:20, time: 1.584, data_time: 0.143, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7430, loss_cls: 2.0542, loss: 2.0542, grad_norm: 5.8595 2020-07-28 01:43:19,861 - mmaction - INFO - Epoch [38][3700/3757] lr: 1.000e-02, eta: 4 days, 18:35:41, time: 1.671, data_time: 0.036, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7758, loss_cls: 1.9439, loss: 1.9439, grad_norm: 5.7697 2020-07-28 01:43:57,362 - mmaction - INFO - Epoch [38][3720/3757] lr: 1.000e-02, eta: 4 days, 18:35:09, time: 1.880, data_time: 0.516, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7555, loss_cls: 2.0950, loss: 2.0950, grad_norm: 5.8288 2020-07-28 01:44:29,188 - mmaction - INFO - Epoch [38][3740/3757] lr: 1.000e-02, eta: 4 days, 18:34:28, time: 1.585, data_time: 0.111, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7797, loss_cls: 1.9331, loss: 1.9331, grad_norm: 5.8650 2020-07-28 01:44:54,622 - mmaction - INFO - Saving checkpoint at 38 epochs 2020-07-28 01:45:48,399 - mmaction - INFO - Epoch [39][20/3757] lr: 1.000e-02, eta: 4 days, 18:33:02, time: 2.638, data_time: 1.240, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7609, loss_cls: 2.0422, loss: 2.0422, grad_norm: 5.9754 2020-07-28 01:46:24,518 - mmaction - INFO - Epoch [39][40/3757] lr: 1.000e-02, eta: 4 days, 18:32:27, time: 1.810, data_time: 0.010, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7562, loss_cls: 2.0857, loss: 2.0857, grad_norm: 5.7354 2020-07-28 01:46:58,988 - mmaction - INFO - Epoch [39][60/3757] lr: 1.000e-02, eta: 4 days, 18:31:50, time: 1.721, data_time: 0.009, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7742, loss_cls: 1.9563, loss: 1.9563, grad_norm: 5.6334 2020-07-28 01:47:34,130 - mmaction - INFO - Epoch [39][80/3757] lr: 1.000e-02, eta: 4 days, 18:31:15, time: 1.760, data_time: 0.145, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7695, loss_cls: 1.9491, loss: 1.9491, grad_norm: 5.6079 2020-07-28 01:48:09,024 - mmaction - INFO - Epoch [39][100/3757] lr: 1.000e-02, eta: 4 days, 18:30:38, time: 1.742, data_time: 0.956, memory: 5170, top1_acc: 0.5656, top5_acc: 0.7859, loss_cls: 1.8638, loss: 1.8638, grad_norm: 5.6062 2020-07-28 01:48:44,358 - mmaction - INFO - Epoch [39][120/3757] lr: 1.000e-02, eta: 4 days, 18:30:03, time: 1.770, data_time: 0.884, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7914, loss_cls: 1.9271, loss: 1.9271, grad_norm: 5.6836 2020-07-28 01:49:22,183 - mmaction - INFO - Epoch [39][140/3757] lr: 1.000e-02, eta: 4 days, 18:29:31, time: 1.886, data_time: 1.153, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7711, loss_cls: 1.9688, loss: 1.9688, grad_norm: 5.7455 2020-07-28 01:49:54,954 - mmaction - INFO - Epoch [39][160/3757] lr: 1.000e-02, eta: 4 days, 18:28:52, time: 1.637, data_time: 1.069, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7477, loss_cls: 2.0547, loss: 2.0547, grad_norm: 5.8982 2020-07-28 01:50:33,546 - mmaction - INFO - Epoch [39][180/3757] lr: 1.000e-02, eta: 4 days, 18:28:22, time: 1.935, data_time: 1.367, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7734, loss_cls: 1.9824, loss: 1.9824, grad_norm: 5.6037 2020-07-28 01:51:04,213 - mmaction - INFO - Epoch [39][200/3757] lr: 1.000e-02, eta: 4 days, 18:27:38, time: 1.530, data_time: 0.818, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7820, loss_cls: 1.9226, loss: 1.9226, grad_norm: 5.6015 2020-07-28 01:51:44,246 - mmaction - INFO - Epoch [39][220/3757] lr: 1.000e-02, eta: 4 days, 18:27:10, time: 2.004, data_time: 1.222, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7805, loss_cls: 1.9108, loss: 1.9108, grad_norm: 5.5612 2020-07-28 01:52:21,459 - mmaction - INFO - Epoch [39][240/3757] lr: 1.000e-02, eta: 4 days, 18:26:38, time: 1.861, data_time: 1.304, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7828, loss_cls: 1.9467, loss: 1.9467, grad_norm: 5.6833 2020-07-28 01:52:51,911 - mmaction - INFO - Epoch [39][260/3757] lr: 1.000e-02, eta: 4 days, 18:25:55, time: 1.523, data_time: 0.895, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7937, loss_cls: 1.8634, loss: 1.8634, grad_norm: 5.6614 2020-07-28 01:53:29,627 - mmaction - INFO - Epoch [39][280/3757] lr: 1.000e-02, eta: 4 days, 18:25:23, time: 1.879, data_time: 0.833, memory: 5170, top1_acc: 0.5687, top5_acc: 0.8055, loss_cls: 1.8340, loss: 1.8340, grad_norm: 5.6431 2020-07-28 01:54:05,207 - mmaction - INFO - Epoch [39][300/3757] lr: 1.000e-02, eta: 4 days, 18:24:48, time: 1.787, data_time: 1.045, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7547, loss_cls: 2.1343, loss: 2.1343, grad_norm: 5.9408 2020-07-28 01:54:38,553 - mmaction - INFO - Epoch [39][320/3757] lr: 1.000e-02, eta: 4 days, 18:24:09, time: 1.662, data_time: 0.796, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7781, loss_cls: 1.9020, loss: 1.9020, grad_norm: 5.5800 2020-07-28 01:55:16,061 - mmaction - INFO - Epoch [39][340/3757] lr: 1.000e-02, eta: 4 days, 18:23:37, time: 1.873, data_time: 0.941, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7602, loss_cls: 1.9597, loss: 1.9597, grad_norm: 5.4911 2020-07-28 01:55:50,366 - mmaction - INFO - Epoch [39][360/3757] lr: 1.000e-02, eta: 4 days, 18:23:00, time: 1.717, data_time: 0.933, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.0648, loss: 2.0648, grad_norm: 5.7338 2020-07-28 01:56:26,264 - mmaction - INFO - Epoch [39][380/3757] lr: 1.000e-02, eta: 4 days, 18:22:25, time: 1.793, data_time: 1.178, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7703, loss_cls: 1.9789, loss: 1.9789, grad_norm: 5.8939 2020-07-28 01:57:00,806 - mmaction - INFO - Epoch [39][400/3757] lr: 1.000e-02, eta: 4 days, 18:21:48, time: 1.734, data_time: 0.852, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7578, loss_cls: 2.0131, loss: 2.0131, grad_norm: 5.8276 2020-07-28 01:57:35,454 - mmaction - INFO - Epoch [39][420/3757] lr: 1.000e-02, eta: 4 days, 18:21:11, time: 1.726, data_time: 0.816, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7672, loss_cls: 2.0430, loss: 2.0430, grad_norm: 5.9427 2020-07-28 01:58:12,954 - mmaction - INFO - Epoch [39][440/3757] lr: 1.000e-02, eta: 4 days, 18:20:40, time: 1.881, data_time: 0.010, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7664, loss_cls: 1.9552, loss: 1.9552, grad_norm: 5.6298 2020-07-28 01:58:47,562 - mmaction - INFO - Epoch [39][460/3757] lr: 1.000e-02, eta: 4 days, 18:20:03, time: 1.727, data_time: 0.068, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7555, loss_cls: 2.0630, loss: 2.0630, grad_norm: 5.6313 2020-07-28 01:59:23,861 - mmaction - INFO - Epoch [39][480/3757] lr: 1.000e-02, eta: 4 days, 18:19:29, time: 1.819, data_time: 0.011, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7602, loss_cls: 1.9929, loss: 1.9929, grad_norm: 5.7883 2020-07-28 01:59:58,546 - mmaction - INFO - Epoch [39][500/3757] lr: 1.000e-02, eta: 4 days, 18:18:52, time: 1.726, data_time: 0.136, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7539, loss_cls: 2.0349, loss: 2.0349, grad_norm: 5.6356 2020-07-28 02:00:36,022 - mmaction - INFO - Epoch [39][520/3757] lr: 1.000e-02, eta: 4 days, 18:18:20, time: 1.859, data_time: 0.368, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7633, loss_cls: 1.9934, loss: 1.9934, grad_norm: 5.6757 2020-07-28 02:01:08,938 - mmaction - INFO - Epoch [39][540/3757] lr: 1.000e-02, eta: 4 days, 18:17:41, time: 1.660, data_time: 0.035, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7758, loss_cls: 1.9954, loss: 1.9954, grad_norm: 5.7423 2020-07-28 02:01:42,064 - mmaction - INFO - Epoch [39][560/3757] lr: 1.000e-02, eta: 4 days, 18:17:02, time: 1.665, data_time: 0.010, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7695, loss_cls: 1.9663, loss: 1.9663, grad_norm: 5.6388 2020-07-28 02:02:19,685 - mmaction - INFO - Epoch [39][580/3757] lr: 1.000e-02, eta: 4 days, 18:16:30, time: 1.881, data_time: 0.006, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7539, loss_cls: 2.0353, loss: 2.0353, grad_norm: 5.6816 2020-07-28 02:02:53,022 - mmaction - INFO - Epoch [39][600/3757] lr: 1.000e-02, eta: 4 days, 18:15:51, time: 1.659, data_time: 0.003, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7695, loss_cls: 1.9642, loss: 1.9642, grad_norm: 5.7241 2020-07-28 02:03:27,468 - mmaction - INFO - Epoch [39][620/3757] lr: 1.000e-02, eta: 4 days, 18:15:14, time: 1.725, data_time: 0.044, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7797, loss_cls: 1.9542, loss: 1.9542, grad_norm: 5.6798 2020-07-28 02:04:03,557 - mmaction - INFO - Epoch [39][640/3757] lr: 1.000e-02, eta: 4 days, 18:14:40, time: 1.808, data_time: 0.402, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7781, loss_cls: 1.9407, loss: 1.9407, grad_norm: 5.5963 2020-07-28 02:04:38,473 - mmaction - INFO - Epoch [39][660/3757] lr: 1.000e-02, eta: 4 days, 18:14:04, time: 1.746, data_time: 0.492, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7609, loss_cls: 1.9711, loss: 1.9711, grad_norm: 5.8064 2020-07-28 02:05:14,697 - mmaction - INFO - Epoch [39][680/3757] lr: 1.000e-02, eta: 4 days, 18:13:29, time: 1.803, data_time: 0.189, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7602, loss_cls: 2.0596, loss: 2.0596, grad_norm: 5.8548 2020-07-28 02:05:51,029 - mmaction - INFO - Epoch [39][700/3757] lr: 1.000e-02, eta: 4 days, 18:12:56, time: 1.825, data_time: 0.015, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7680, loss_cls: 1.9581, loss: 1.9581, grad_norm: 5.7101 2020-07-28 02:06:25,345 - mmaction - INFO - Epoch [39][720/3757] lr: 1.000e-02, eta: 4 days, 18:12:18, time: 1.708, data_time: 0.005, memory: 5170, top1_acc: 0.5656, top5_acc: 0.7820, loss_cls: 1.8768, loss: 1.8768, grad_norm: 5.5897 2020-07-28 02:06:59,643 - mmaction - INFO - Epoch [39][740/3757] lr: 1.000e-02, eta: 4 days, 18:11:41, time: 1.723, data_time: 0.015, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7477, loss_cls: 2.1173, loss: 2.1173, grad_norm: 6.0613 2020-07-28 02:07:35,376 - mmaction - INFO - Epoch [39][760/3757] lr: 1.000e-02, eta: 4 days, 18:11:06, time: 1.780, data_time: 0.082, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7805, loss_cls: 1.9647, loss: 1.9647, grad_norm: 5.7333 2020-07-28 02:08:13,157 - mmaction - INFO - Epoch [39][780/3757] lr: 1.000e-02, eta: 4 days, 18:10:35, time: 1.895, data_time: 0.009, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7633, loss_cls: 2.0022, loss: 2.0022, grad_norm: 5.6725 2020-07-28 02:08:48,520 - mmaction - INFO - Epoch [39][800/3757] lr: 1.000e-02, eta: 4 days, 18:09:59, time: 1.769, data_time: 0.007, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7516, loss_cls: 2.0444, loss: 2.0444, grad_norm: 5.8127 2020-07-28 02:09:22,412 - mmaction - INFO - Epoch [39][820/3757] lr: 1.000e-02, eta: 4 days, 18:09:21, time: 1.693, data_time: 0.002, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7594, loss_cls: 1.9703, loss: 1.9703, grad_norm: 5.6465 2020-07-28 02:09:59,661 - mmaction - INFO - Epoch [39][840/3757] lr: 1.000e-02, eta: 4 days, 18:08:49, time: 1.862, data_time: 0.006, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7461, loss_cls: 2.0846, loss: 2.0846, grad_norm: 5.7527 2020-07-28 02:10:35,738 - mmaction - INFO - Epoch [39][860/3757] lr: 1.000e-02, eta: 4 days, 18:08:15, time: 1.804, data_time: 0.009, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7812, loss_cls: 1.9593, loss: 1.9593, grad_norm: 5.7397 2020-07-28 02:11:08,647 - mmaction - INFO - Epoch [39][880/3757] lr: 1.000e-02, eta: 4 days, 18:07:35, time: 1.647, data_time: 0.005, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7898, loss_cls: 1.9091, loss: 1.9091, grad_norm: 5.6642 2020-07-28 02:11:44,291 - mmaction - INFO - Epoch [39][900/3757] lr: 1.000e-02, eta: 4 days, 18:07:00, time: 1.781, data_time: 0.008, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7836, loss_cls: 1.9346, loss: 1.9346, grad_norm: 5.6492 2020-07-28 02:12:18,124 - mmaction - INFO - Epoch [39][920/3757] lr: 1.000e-02, eta: 4 days, 18:06:22, time: 1.692, data_time: 0.003, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7688, loss_cls: 2.0692, loss: 2.0692, grad_norm: 5.8067 2020-07-28 02:12:54,560 - mmaction - INFO - Epoch [39][940/3757] lr: 1.000e-02, eta: 4 days, 18:05:48, time: 1.821, data_time: 0.003, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7766, loss_cls: 1.9744, loss: 1.9744, grad_norm: 5.6200 2020-07-28 02:13:30,890 - mmaction - INFO - Epoch [39][960/3757] lr: 1.000e-02, eta: 4 days, 18:05:14, time: 1.814, data_time: 0.003, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 2.0114, loss: 2.0114, grad_norm: 5.7887 2020-07-28 02:14:04,597 - mmaction - INFO - Epoch [39][980/3757] lr: 1.000e-02, eta: 4 days, 18:04:36, time: 1.686, data_time: 0.009, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7555, loss_cls: 2.0469, loss: 2.0469, grad_norm: 5.8115 2020-07-28 02:14:39,786 - mmaction - INFO - Epoch [39][1000/3757] lr: 1.000e-02, eta: 4 days, 18:04:00, time: 1.753, data_time: 0.011, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7750, loss_cls: 1.9583, loss: 1.9583, grad_norm: 5.8564 2020-07-28 02:15:14,690 - mmaction - INFO - Epoch [39][1020/3757] lr: 1.000e-02, eta: 4 days, 18:03:24, time: 1.750, data_time: 0.011, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7891, loss_cls: 1.9304, loss: 1.9304, grad_norm: 5.8101 2020-07-28 02:15:48,122 - mmaction - INFO - Epoch [39][1040/3757] lr: 1.000e-02, eta: 4 days, 18:02:46, time: 1.675, data_time: 0.008, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 1.9848, loss: 1.9848, grad_norm: 5.9049 2020-07-28 02:16:25,190 - mmaction - INFO - Epoch [39][1060/3757] lr: 1.000e-02, eta: 4 days, 18:02:13, time: 1.846, data_time: 0.008, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7609, loss_cls: 2.0356, loss: 2.0356, grad_norm: 5.9498 2020-07-28 02:16:59,688 - mmaction - INFO - Epoch [39][1080/3757] lr: 1.000e-02, eta: 4 days, 18:01:36, time: 1.732, data_time: 0.017, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7648, loss_cls: 1.9318, loss: 1.9318, grad_norm: 5.6891 2020-07-28 02:17:31,998 - mmaction - INFO - Epoch [39][1100/3757] lr: 1.000e-02, eta: 4 days, 18:00:56, time: 1.610, data_time: 0.008, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9804, loss: 1.9804, grad_norm: 5.9355 2020-07-28 02:18:08,632 - mmaction - INFO - Epoch [39][1120/3757] lr: 1.000e-02, eta: 4 days, 18:00:22, time: 1.838, data_time: 0.010, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7664, loss_cls: 2.0114, loss: 2.0114, grad_norm: 5.8789 2020-07-28 02:18:43,837 - mmaction - INFO - Epoch [39][1140/3757] lr: 1.000e-02, eta: 4 days, 17:59:46, time: 1.754, data_time: 0.009, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7633, loss_cls: 1.9935, loss: 1.9935, grad_norm: 5.5029 2020-07-28 02:19:20,099 - mmaction - INFO - Epoch [39][1160/3757] lr: 1.000e-02, eta: 4 days, 17:59:13, time: 1.819, data_time: 0.009, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7914, loss_cls: 1.9048, loss: 1.9048, grad_norm: 5.5969 2020-07-28 02:19:55,499 - mmaction - INFO - Epoch [39][1180/3757] lr: 1.000e-02, eta: 4 days, 17:58:37, time: 1.770, data_time: 0.008, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7703, loss_cls: 2.0133, loss: 2.0133, grad_norm: 5.8575 2020-07-28 02:20:28,411 - mmaction - INFO - Epoch [39][1200/3757] lr: 1.000e-02, eta: 4 days, 17:57:58, time: 1.645, data_time: 0.007, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7648, loss_cls: 2.0166, loss: 2.0166, grad_norm: 5.7672 2020-07-28 02:21:04,707 - mmaction - INFO - Epoch [39][1220/3757] lr: 1.000e-02, eta: 4 days, 17:57:24, time: 1.814, data_time: 0.008, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7773, loss_cls: 2.0004, loss: 2.0004, grad_norm: 5.5937 2020-07-28 02:21:40,983 - mmaction - INFO - Epoch [39][1240/3757] lr: 1.000e-02, eta: 4 days, 17:56:50, time: 1.814, data_time: 0.004, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7734, loss_cls: 1.9824, loss: 1.9824, grad_norm: 5.7620 2020-07-28 02:22:18,472 - mmaction - INFO - Epoch [39][1260/3757] lr: 1.000e-02, eta: 4 days, 17:56:18, time: 1.875, data_time: 0.003, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7562, loss_cls: 2.0308, loss: 2.0308, grad_norm: 5.7985 2020-07-28 02:22:51,759 - mmaction - INFO - Epoch [39][1280/3757] lr: 1.000e-02, eta: 4 days, 17:55:39, time: 1.657, data_time: 0.008, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7688, loss_cls: 1.9891, loss: 1.9891, grad_norm: 5.7640 2020-07-28 02:23:28,868 - mmaction - INFO - Epoch [39][1300/3757] lr: 1.000e-02, eta: 4 days, 17:55:06, time: 1.856, data_time: 0.011, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7680, loss_cls: 1.9991, loss: 1.9991, grad_norm: 5.7303 2020-07-28 02:24:01,669 - mmaction - INFO - Epoch [39][1320/3757] lr: 1.000e-02, eta: 4 days, 17:54:26, time: 1.647, data_time: 0.010, memory: 5170, top1_acc: 0.5586, top5_acc: 0.7781, loss_cls: 1.9121, loss: 1.9121, grad_norm: 5.6102 2020-07-28 02:24:37,049 - mmaction - INFO - Epoch [39][1340/3757] lr: 1.000e-02, eta: 4 days, 17:53:51, time: 1.760, data_time: 0.007, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7719, loss_cls: 1.9924, loss: 1.9924, grad_norm: 5.6369 2020-07-28 02:25:11,222 - mmaction - INFO - Epoch [39][1360/3757] lr: 1.000e-02, eta: 4 days, 17:53:14, time: 1.715, data_time: 0.020, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7781, loss_cls: 1.9603, loss: 1.9603, grad_norm: 5.6857 2020-07-28 02:25:47,504 - mmaction - INFO - Epoch [39][1380/3757] lr: 1.000e-02, eta: 4 days, 17:52:40, time: 1.814, data_time: 0.005, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7695, loss_cls: 1.9496, loss: 1.9496, grad_norm: 5.7657 2020-07-28 02:26:21,492 - mmaction - INFO - Epoch [39][1400/3757] lr: 1.000e-02, eta: 4 days, 17:52:02, time: 1.696, data_time: 0.010, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7812, loss_cls: 1.9685, loss: 1.9685, grad_norm: 5.8278 2020-07-28 02:26:58,907 - mmaction - INFO - Epoch [39][1420/3757] lr: 1.000e-02, eta: 4 days, 17:51:30, time: 1.876, data_time: 0.011, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7734, loss_cls: 1.9722, loss: 1.9722, grad_norm: 5.6875 2020-07-28 02:27:31,688 - mmaction - INFO - Epoch [39][1440/3757] lr: 1.000e-02, eta: 4 days, 17:50:50, time: 1.637, data_time: 0.010, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 2.0009, loss: 2.0009, grad_norm: 5.6473 2020-07-28 02:28:06,973 - mmaction - INFO - Epoch [39][1460/3757] lr: 1.000e-02, eta: 4 days, 17:50:15, time: 1.768, data_time: 0.009, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.8909, loss: 1.8909, grad_norm: 5.5726 2020-07-28 02:28:42,753 - mmaction - INFO - Epoch [39][1480/3757] lr: 1.000e-02, eta: 4 days, 17:49:39, time: 1.779, data_time: 0.016, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7633, loss_cls: 2.0394, loss: 2.0394, grad_norm: 5.8352 2020-07-28 02:29:19,037 - mmaction - INFO - Epoch [39][1500/3757] lr: 1.000e-02, eta: 4 days, 17:49:06, time: 1.823, data_time: 0.031, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7578, loss_cls: 2.0475, loss: 2.0475, grad_norm: 5.7591 2020-07-28 02:29:53,634 - mmaction - INFO - Epoch [39][1520/3757] lr: 1.000e-02, eta: 4 days, 17:48:29, time: 1.724, data_time: 0.010, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7742, loss_cls: 2.0017, loss: 2.0017, grad_norm: 5.6143 2020-07-28 02:30:27,392 - mmaction - INFO - Epoch [39][1540/3757] lr: 1.000e-02, eta: 4 days, 17:47:51, time: 1.694, data_time: 0.017, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 2.0014, loss: 2.0014, grad_norm: 5.6956 2020-07-28 02:31:02,268 - mmaction - INFO - Epoch [39][1560/3757] lr: 1.000e-02, eta: 4 days, 17:47:15, time: 1.746, data_time: 0.052, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7484, loss_cls: 2.1420, loss: 2.1420, grad_norm: 6.0163 2020-07-28 02:31:39,284 - mmaction - INFO - Epoch [39][1580/3757] lr: 1.000e-02, eta: 4 days, 17:46:42, time: 1.844, data_time: 0.007, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7875, loss_cls: 1.9657, loss: 1.9657, grad_norm: 5.7577 2020-07-28 02:32:14,632 - mmaction - INFO - Epoch [39][1600/3757] lr: 1.000e-02, eta: 4 days, 17:46:06, time: 1.775, data_time: 0.013, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7570, loss_cls: 2.0400, loss: 2.0400, grad_norm: 5.6974 2020-07-28 02:32:51,471 - mmaction - INFO - Epoch [39][1620/3757] lr: 1.000e-02, eta: 4 days, 17:45:33, time: 1.841, data_time: 0.002, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7594, loss_cls: 2.1064, loss: 2.1064, grad_norm: 6.0410 2020-07-28 02:33:27,875 - mmaction - INFO - Epoch [39][1640/3757] lr: 1.000e-02, eta: 4 days, 17:44:59, time: 1.814, data_time: 0.009, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7656, loss_cls: 2.0463, loss: 2.0463, grad_norm: 5.6943 2020-07-28 02:34:00,062 - mmaction - INFO - Epoch [39][1660/3757] lr: 1.000e-02, eta: 4 days, 17:44:19, time: 1.616, data_time: 0.107, memory: 5170, top1_acc: 0.5609, top5_acc: 0.7789, loss_cls: 1.9313, loss: 1.9313, grad_norm: 5.6527 2020-07-28 02:34:34,507 - mmaction - INFO - Epoch [39][1680/3757] lr: 1.000e-02, eta: 4 days, 17:43:42, time: 1.720, data_time: 0.521, memory: 5170, top1_acc: 0.5586, top5_acc: 0.7797, loss_cls: 1.9554, loss: 1.9554, grad_norm: 5.6449 2020-07-28 02:35:11,371 - mmaction - INFO - Epoch [39][1700/3757] lr: 1.000e-02, eta: 4 days, 17:43:09, time: 1.845, data_time: 0.314, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7641, loss_cls: 2.0141, loss: 2.0141, grad_norm: 5.5698 2020-07-28 02:35:47,384 - mmaction - INFO - Epoch [39][1720/3757] lr: 1.000e-02, eta: 4 days, 17:42:34, time: 1.801, data_time: 0.063, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7734, loss_cls: 1.9973, loss: 1.9973, grad_norm: 5.6301 2020-07-28 02:36:22,658 - mmaction - INFO - Epoch [39][1740/3757] lr: 1.000e-02, eta: 4 days, 17:41:59, time: 1.758, data_time: 0.008, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7672, loss_cls: 2.0208, loss: 2.0208, grad_norm: 5.6889 2020-07-28 02:37:00,440 - mmaction - INFO - Epoch [39][1760/3757] lr: 1.000e-02, eta: 4 days, 17:41:27, time: 1.894, data_time: 0.010, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7609, loss_cls: 2.0666, loss: 2.0666, grad_norm: 5.7894 2020-07-28 02:37:35,225 - mmaction - INFO - Epoch [39][1780/3757] lr: 1.000e-02, eta: 4 days, 17:40:50, time: 1.731, data_time: 0.008, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7789, loss_cls: 1.9374, loss: 1.9374, grad_norm: 5.5803 2020-07-28 02:38:10,469 - mmaction - INFO - Epoch [39][1800/3757] lr: 1.000e-02, eta: 4 days, 17:40:15, time: 1.772, data_time: 0.012, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7555, loss_cls: 2.0564, loss: 2.0564, grad_norm: 5.7765 2020-07-28 02:38:43,806 - mmaction - INFO - Epoch [39][1820/3757] lr: 1.000e-02, eta: 4 days, 17:39:36, time: 1.663, data_time: 0.008, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9781, loss: 1.9781, grad_norm: 5.5641 2020-07-28 02:39:20,958 - mmaction - INFO - Epoch [39][1840/3757] lr: 1.000e-02, eta: 4 days, 17:39:04, time: 1.861, data_time: 0.023, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7516, loss_cls: 2.0736, loss: 2.0736, grad_norm: 5.9063 2020-07-28 02:39:55,547 - mmaction - INFO - Epoch [39][1860/3757] lr: 1.000e-02, eta: 4 days, 17:38:27, time: 1.730, data_time: 0.003, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7641, loss_cls: 2.0655, loss: 2.0655, grad_norm: 5.6881 2020-07-28 02:40:29,372 - mmaction - INFO - Epoch [39][1880/3757] lr: 1.000e-02, eta: 4 days, 17:37:49, time: 1.685, data_time: 0.008, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7594, loss_cls: 2.0620, loss: 2.0620, grad_norm: 5.7201 2020-07-28 02:41:04,868 - mmaction - INFO - Epoch [39][1900/3757] lr: 1.000e-02, eta: 4 days, 17:37:14, time: 1.781, data_time: 0.009, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7406, loss_cls: 2.1078, loss: 2.1078, grad_norm: 5.7047 2020-07-28 02:41:39,449 - mmaction - INFO - Epoch [39][1920/3757] lr: 1.000e-02, eta: 4 days, 17:36:37, time: 1.723, data_time: 0.009, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7711, loss_cls: 1.9495, loss: 1.9495, grad_norm: 5.5354 2020-07-28 02:42:13,182 - mmaction - INFO - Epoch [39][1940/3757] lr: 1.000e-02, eta: 4 days, 17:35:59, time: 1.692, data_time: 0.010, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7758, loss_cls: 1.9311, loss: 1.9311, grad_norm: 5.6227 2020-07-28 02:42:52,516 - mmaction - INFO - Epoch [39][1960/3757] lr: 1.000e-02, eta: 4 days, 17:35:30, time: 1.965, data_time: 0.015, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7727, loss_cls: 1.9685, loss: 1.9685, grad_norm: 5.6748 2020-07-28 02:43:26,533 - mmaction - INFO - Epoch [39][1980/3757] lr: 1.000e-02, eta: 4 days, 17:34:52, time: 1.697, data_time: 0.011, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7586, loss_cls: 1.9621, loss: 1.9621, grad_norm: 5.7495 2020-07-28 02:44:02,859 - mmaction - INFO - Epoch [39][2000/3757] lr: 1.000e-02, eta: 4 days, 17:34:18, time: 1.824, data_time: 0.010, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7562, loss_cls: 2.0370, loss: 2.0370, grad_norm: 5.8549 2020-07-28 02:44:38,800 - mmaction - INFO - Epoch [39][2020/3757] lr: 1.000e-02, eta: 4 days, 17:33:43, time: 1.790, data_time: 0.007, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7656, loss_cls: 1.9964, loss: 1.9964, grad_norm: 5.5987 2020-07-28 02:45:16,865 - mmaction - INFO - Epoch [39][2040/3757] lr: 1.000e-02, eta: 4 days, 17:33:12, time: 1.907, data_time: 0.010, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7727, loss_cls: 2.0212, loss: 2.0212, grad_norm: 5.7641 2020-07-28 02:45:49,871 - mmaction - INFO - Epoch [39][2060/3757] lr: 1.000e-02, eta: 4 days, 17:32:33, time: 1.654, data_time: 0.016, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7773, loss_cls: 2.0060, loss: 2.0060, grad_norm: 5.8020 2020-07-28 02:46:23,309 - mmaction - INFO - Epoch [39][2080/3757] lr: 1.000e-02, eta: 4 days, 17:31:55, time: 1.670, data_time: 0.003, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7531, loss_cls: 2.0660, loss: 2.0660, grad_norm: 5.8477 2020-07-28 02:46:56,956 - mmaction - INFO - Epoch [39][2100/3757] lr: 1.000e-02, eta: 4 days, 17:31:16, time: 1.677, data_time: 0.009, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7562, loss_cls: 2.0226, loss: 2.0226, grad_norm: 5.7475 2020-07-28 02:47:32,038 - mmaction - INFO - Epoch [39][2120/3757] lr: 1.000e-02, eta: 4 days, 17:30:40, time: 1.758, data_time: 0.010, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7672, loss_cls: 2.0089, loss: 2.0089, grad_norm: 5.8809 2020-07-28 02:48:07,333 - mmaction - INFO - Epoch [39][2140/3757] lr: 1.000e-02, eta: 4 days, 17:30:05, time: 1.768, data_time: 0.012, memory: 5170, top1_acc: 0.5586, top5_acc: 0.7867, loss_cls: 1.9296, loss: 1.9296, grad_norm: 5.7658 2020-07-28 02:48:44,691 - mmaction - INFO - Epoch [39][2160/3757] lr: 1.000e-02, eta: 4 days, 17:29:33, time: 1.868, data_time: 0.002, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7742, loss_cls: 1.9693, loss: 1.9693, grad_norm: 5.9674 2020-07-28 02:49:16,344 - mmaction - INFO - Epoch [39][2180/3757] lr: 1.000e-02, eta: 4 days, 17:28:51, time: 1.576, data_time: 0.080, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7734, loss_cls: 1.9923, loss: 1.9923, grad_norm: 5.8903 2020-07-28 02:49:51,474 - mmaction - INFO - Epoch [39][2200/3757] lr: 1.000e-02, eta: 4 days, 17:28:15, time: 1.763, data_time: 0.018, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.9290, loss: 1.9290, grad_norm: 5.6236 2020-07-28 02:50:28,126 - mmaction - INFO - Epoch [39][2220/3757] lr: 1.000e-02, eta: 4 days, 17:27:42, time: 1.829, data_time: 0.093, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7695, loss_cls: 2.0122, loss: 2.0122, grad_norm: 5.7891 2020-07-28 02:51:02,129 - mmaction - INFO - Epoch [39][2240/3757] lr: 1.000e-02, eta: 4 days, 17:27:04, time: 1.703, data_time: 0.027, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7586, loss_cls: 1.9716, loss: 1.9716, grad_norm: 5.6888 2020-07-28 02:51:40,596 - mmaction - INFO - Epoch [39][2260/3757] lr: 1.000e-02, eta: 4 days, 17:26:34, time: 1.916, data_time: 0.167, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7734, loss_cls: 1.9769, loss: 1.9769, grad_norm: 5.7520 2020-07-28 02:52:16,979 - mmaction - INFO - Epoch [39][2280/3757] lr: 1.000e-02, eta: 4 days, 17:26:00, time: 1.820, data_time: 0.011, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.0334, loss: 2.0334, grad_norm: 5.9846 2020-07-28 02:52:50,715 - mmaction - INFO - Epoch [39][2300/3757] lr: 1.000e-02, eta: 4 days, 17:25:22, time: 1.694, data_time: 0.009, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7406, loss_cls: 2.0928, loss: 2.0928, grad_norm: 5.7714 2020-07-28 02:53:24,197 - mmaction - INFO - Epoch [39][2320/3757] lr: 1.000e-02, eta: 4 days, 17:24:43, time: 1.665, data_time: 0.007, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7648, loss_cls: 2.0162, loss: 2.0162, grad_norm: 5.7384 2020-07-28 02:53:59,336 - mmaction - INFO - Epoch [39][2340/3757] lr: 1.000e-02, eta: 4 days, 17:24:07, time: 1.764, data_time: 0.012, memory: 5170, top1_acc: 0.5602, top5_acc: 0.7820, loss_cls: 1.9049, loss: 1.9049, grad_norm: 5.5975 2020-07-28 02:54:34,291 - mmaction - INFO - Epoch [39][2360/3757] lr: 1.000e-02, eta: 4 days, 17:23:31, time: 1.744, data_time: 0.010, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7719, loss_cls: 1.9908, loss: 1.9908, grad_norm: 5.6453 2020-07-28 02:55:08,044 - mmaction - INFO - Epoch [39][2380/3757] lr: 1.000e-02, eta: 4 days, 17:22:53, time: 1.693, data_time: 0.009, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7617, loss_cls: 2.0778, loss: 2.0778, grad_norm: 5.9079 2020-07-28 02:55:41,768 - mmaction - INFO - Epoch [39][2400/3757] lr: 1.000e-02, eta: 4 days, 17:22:15, time: 1.686, data_time: 0.017, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7805, loss_cls: 1.9507, loss: 1.9507, grad_norm: 5.6666 2020-07-28 02:56:20,547 - mmaction - INFO - Epoch [39][2420/3757] lr: 1.000e-02, eta: 4 days, 17:21:45, time: 1.933, data_time: 0.644, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7680, loss_cls: 2.0434, loss: 2.0434, grad_norm: 5.7913 2020-07-28 02:56:56,064 - mmaction - INFO - Epoch [39][2440/3757] lr: 1.000e-02, eta: 4 days, 17:21:10, time: 1.781, data_time: 0.937, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7859, loss_cls: 1.9387, loss: 1.9387, grad_norm: 5.7660 2020-07-28 02:57:30,518 - mmaction - INFO - Epoch [39][2460/3757] lr: 1.000e-02, eta: 4 days, 17:20:33, time: 1.721, data_time: 0.382, memory: 5170, top1_acc: 0.5680, top5_acc: 0.7922, loss_cls: 1.8075, loss: 1.8075, grad_norm: 5.6480 2020-07-28 02:58:02,485 - mmaction - INFO - Epoch [39][2480/3757] lr: 1.000e-02, eta: 4 days, 17:19:52, time: 1.600, data_time: 0.008, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7703, loss_cls: 2.0672, loss: 2.0672, grad_norm: 5.9570 2020-07-28 02:58:39,341 - mmaction - INFO - Epoch [39][2500/3757] lr: 1.000e-02, eta: 4 days, 17:19:19, time: 1.842, data_time: 0.009, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7625, loss_cls: 2.0363, loss: 2.0363, grad_norm: 5.8462 2020-07-28 02:59:15,644 - mmaction - INFO - Epoch [39][2520/3757] lr: 1.000e-02, eta: 4 days, 17:18:45, time: 1.816, data_time: 0.285, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7703, loss_cls: 1.9736, loss: 1.9736, grad_norm: 5.6845 2020-07-28 02:59:51,981 - mmaction - INFO - Epoch [39][2540/3757] lr: 1.000e-02, eta: 4 days, 17:18:11, time: 1.818, data_time: 0.220, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7703, loss_cls: 1.9608, loss: 1.9608, grad_norm: 5.7171 2020-07-28 03:00:28,954 - mmaction - INFO - Epoch [39][2560/3757] lr: 1.000e-02, eta: 4 days, 17:17:38, time: 1.828, data_time: 0.103, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7594, loss_cls: 2.0593, loss: 2.0593, grad_norm: 5.9140 2020-07-28 03:01:05,555 - mmaction - INFO - Epoch [39][2580/3757] lr: 1.000e-02, eta: 4 days, 17:17:05, time: 1.851, data_time: 0.033, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7719, loss_cls: 1.9671, loss: 1.9671, grad_norm: 5.7857 2020-07-28 03:01:38,726 - mmaction - INFO - Epoch [39][2600/3757] lr: 1.000e-02, eta: 4 days, 17:16:25, time: 1.651, data_time: 0.019, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7609, loss_cls: 2.0222, loss: 2.0222, grad_norm: 5.8728 2020-07-28 03:02:12,979 - mmaction - INFO - Epoch [39][2620/3757] lr: 1.000e-02, eta: 4 days, 17:15:48, time: 1.718, data_time: 0.011, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7602, loss_cls: 2.0587, loss: 2.0587, grad_norm: 5.8543 2020-07-28 03:02:48,439 - mmaction - INFO - Epoch [39][2640/3757] lr: 1.000e-02, eta: 4 days, 17:15:13, time: 1.768, data_time: 0.010, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7734, loss_cls: 1.9624, loss: 1.9624, grad_norm: 5.6893 2020-07-28 03:03:25,839 - mmaction - INFO - Epoch [39][2660/3757] lr: 1.000e-02, eta: 4 days, 17:14:41, time: 1.875, data_time: 0.010, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7758, loss_cls: 2.0293, loss: 2.0293, grad_norm: 5.8178 2020-07-28 03:03:59,484 - mmaction - INFO - Epoch [39][2680/3757] lr: 1.000e-02, eta: 4 days, 17:14:03, time: 1.686, data_time: 0.007, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7586, loss_cls: 2.0097, loss: 2.0097, grad_norm: 5.8818 2020-07-28 03:04:32,087 - mmaction - INFO - Epoch [39][2700/3757] lr: 1.000e-02, eta: 4 days, 17:13:23, time: 1.625, data_time: 0.008, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7867, loss_cls: 1.8994, loss: 1.8994, grad_norm: 5.6277 2020-07-28 03:05:07,734 - mmaction - INFO - Epoch [39][2720/3757] lr: 1.000e-02, eta: 4 days, 17:12:48, time: 1.788, data_time: 0.008, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7688, loss_cls: 1.9906, loss: 1.9906, grad_norm: 5.7976 2020-07-28 03:05:42,024 - mmaction - INFO - Epoch [39][2740/3757] lr: 1.000e-02, eta: 4 days, 17:12:11, time: 1.714, data_time: 0.002, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7875, loss_cls: 1.8992, loss: 1.8992, grad_norm: 5.6015 2020-07-28 03:06:18,118 - mmaction - INFO - Epoch [39][2760/3757] lr: 1.000e-02, eta: 4 days, 17:11:36, time: 1.804, data_time: 0.007, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7695, loss_cls: 1.9861, loss: 1.9861, grad_norm: 5.6776 2020-07-28 03:06:52,052 - mmaction - INFO - Epoch [39][2780/3757] lr: 1.000e-02, eta: 4 days, 17:10:59, time: 1.697, data_time: 0.004, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7625, loss_cls: 2.0463, loss: 2.0463, grad_norm: 5.8075 2020-07-28 03:07:28,727 - mmaction - INFO - Epoch [39][2800/3757] lr: 1.000e-02, eta: 4 days, 17:10:25, time: 1.830, data_time: 0.243, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7438, loss_cls: 2.1641, loss: 2.1641, grad_norm: 5.9151 2020-07-28 03:08:02,535 - mmaction - INFO - Epoch [39][2820/3757] lr: 1.000e-02, eta: 4 days, 17:09:47, time: 1.692, data_time: 0.568, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7672, loss_cls: 1.9703, loss: 1.9703, grad_norm: 5.6410 2020-07-28 03:08:36,955 - mmaction - INFO - Epoch [39][2840/3757] lr: 1.000e-02, eta: 4 days, 17:09:10, time: 1.722, data_time: 0.683, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7789, loss_cls: 1.9252, loss: 1.9252, grad_norm: 5.6528 2020-07-28 03:09:10,717 - mmaction - INFO - Epoch [39][2860/3757] lr: 1.000e-02, eta: 4 days, 17:08:32, time: 1.691, data_time: 0.965, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7633, loss_cls: 2.0083, loss: 2.0083, grad_norm: 5.7476 2020-07-28 03:09:46,224 - mmaction - INFO - Epoch [39][2880/3757] lr: 1.000e-02, eta: 4 days, 17:07:57, time: 1.775, data_time: 0.563, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7727, loss_cls: 2.0487, loss: 2.0487, grad_norm: 5.8712 2020-07-28 03:10:23,023 - mmaction - INFO - Epoch [39][2900/3757] lr: 1.000e-02, eta: 4 days, 17:07:24, time: 1.831, data_time: 0.054, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7492, loss_cls: 2.0427, loss: 2.0427, grad_norm: 5.7988 2020-07-28 03:10:55,566 - mmaction - INFO - Epoch [39][2920/3757] lr: 1.000e-02, eta: 4 days, 17:06:44, time: 1.635, data_time: 0.011, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7727, loss_cls: 1.9935, loss: 1.9935, grad_norm: 5.8672 2020-07-28 03:11:29,543 - mmaction - INFO - Epoch [39][2940/3757] lr: 1.000e-02, eta: 4 days, 17:06:06, time: 1.695, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7398, loss_cls: 2.0855, loss: 2.0855, grad_norm: 5.8548 2020-07-28 03:12:02,423 - mmaction - INFO - Epoch [39][2960/3757] lr: 1.000e-02, eta: 4 days, 17:05:27, time: 1.644, data_time: 0.571, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7688, loss_cls: 2.0284, loss: 2.0284, grad_norm: 5.6401 2020-07-28 03:12:38,044 - mmaction - INFO - Epoch [39][2980/3757] lr: 1.000e-02, eta: 4 days, 17:04:52, time: 1.781, data_time: 0.256, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7734, loss_cls: 2.0097, loss: 2.0097, grad_norm: 5.6489 2020-07-28 03:13:13,780 - mmaction - INFO - Epoch [39][3000/3757] lr: 1.000e-02, eta: 4 days, 17:04:17, time: 1.787, data_time: 0.117, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7539, loss_cls: 2.0457, loss: 2.0457, grad_norm: 5.7541 2020-07-28 03:13:46,358 - mmaction - INFO - Epoch [39][3020/3757] lr: 1.000e-02, eta: 4 days, 17:03:37, time: 1.633, data_time: 0.006, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7617, loss_cls: 2.0763, loss: 2.0763, grad_norm: 5.9202 2020-07-28 03:14:23,060 - mmaction - INFO - Epoch [39][3040/3757] lr: 1.000e-02, eta: 4 days, 17:03:03, time: 1.828, data_time: 0.007, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0491, loss: 2.0491, grad_norm: 5.7748 2020-07-28 03:14:58,519 - mmaction - INFO - Epoch [39][3060/3757] lr: 1.000e-02, eta: 4 days, 17:02:28, time: 1.778, data_time: 0.010, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7719, loss_cls: 1.9295, loss: 1.9295, grad_norm: 5.7349 2020-07-28 03:15:32,210 - mmaction - INFO - Epoch [39][3080/3757] lr: 1.000e-02, eta: 4 days, 17:01:50, time: 1.684, data_time: 0.104, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7773, loss_cls: 1.9910, loss: 1.9910, grad_norm: 5.6081 2020-07-28 03:16:06,776 - mmaction - INFO - Epoch [39][3100/3757] lr: 1.000e-02, eta: 4 days, 17:01:13, time: 1.731, data_time: 0.362, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7781, loss_cls: 1.9490, loss: 1.9490, grad_norm: 5.7620 2020-07-28 03:16:42,378 - mmaction - INFO - Epoch [39][3120/3757] lr: 1.000e-02, eta: 4 days, 17:00:38, time: 1.773, data_time: 0.008, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7469, loss_cls: 2.1766, loss: 2.1766, grad_norm: 6.0975 2020-07-28 03:17:19,031 - mmaction - INFO - Epoch [39][3140/3757] lr: 1.000e-02, eta: 4 days, 17:00:05, time: 1.839, data_time: 0.010, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7742, loss_cls: 1.9957, loss: 1.9957, grad_norm: 5.7655 2020-07-28 03:17:54,496 - mmaction - INFO - Epoch [39][3160/3757] lr: 1.000e-02, eta: 4 days, 16:59:29, time: 1.768, data_time: 0.009, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0594, loss: 2.0594, grad_norm: 5.7348 2020-07-28 03:18:30,907 - mmaction - INFO - Epoch [39][3180/3757] lr: 1.000e-02, eta: 4 days, 16:58:56, time: 1.826, data_time: 0.011, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7508, loss_cls: 2.0583, loss: 2.0583, grad_norm: 5.7466 2020-07-28 03:19:05,895 - mmaction - INFO - Epoch [39][3200/3757] lr: 1.000e-02, eta: 4 days, 16:58:19, time: 1.736, data_time: 0.006, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7844, loss_cls: 1.9187, loss: 1.9187, grad_norm: 5.7848 2020-07-28 03:19:41,174 - mmaction - INFO - Epoch [39][3220/3757] lr: 1.000e-02, eta: 4 days, 16:57:44, time: 1.775, data_time: 0.020, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7609, loss_cls: 2.0698, loss: 2.0698, grad_norm: 5.9387 2020-07-28 03:20:14,189 - mmaction - INFO - Epoch [39][3240/3757] lr: 1.000e-02, eta: 4 days, 16:57:05, time: 1.648, data_time: 0.011, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7758, loss_cls: 2.0699, loss: 2.0699, grad_norm: 5.9085 2020-07-28 03:20:49,000 - mmaction - INFO - Epoch [39][3260/3757] lr: 1.000e-02, eta: 4 days, 16:56:29, time: 1.747, data_time: 0.033, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7500, loss_cls: 2.0993, loss: 2.0993, grad_norm: 5.7952 2020-07-28 03:21:24,049 - mmaction - INFO - Epoch [39][3280/3757] lr: 1.000e-02, eta: 4 days, 16:55:52, time: 1.742, data_time: 0.012, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7586, loss_cls: 2.0468, loss: 2.0468, grad_norm: 5.6328 2020-07-28 03:22:01,826 - mmaction - INFO - Epoch [39][3300/3757] lr: 1.000e-02, eta: 4 days, 16:55:21, time: 1.892, data_time: 0.013, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7609, loss_cls: 2.0698, loss: 2.0698, grad_norm: 5.7303 2020-07-28 03:22:34,678 - mmaction - INFO - Epoch [39][3320/3757] lr: 1.000e-02, eta: 4 days, 16:54:41, time: 1.645, data_time: 0.114, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7625, loss_cls: 1.9800, loss: 1.9800, grad_norm: 5.4668 2020-07-28 03:23:13,759 - mmaction - INFO - Epoch [39][3340/3757] lr: 1.000e-02, eta: 4 days, 16:54:12, time: 1.959, data_time: 0.047, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7508, loss_cls: 2.0802, loss: 2.0802, grad_norm: 5.7586 2020-07-28 03:23:46,127 - mmaction - INFO - Epoch [39][3360/3757] lr: 1.000e-02, eta: 4 days, 16:53:32, time: 1.618, data_time: 0.002, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7617, loss_cls: 2.0234, loss: 2.0234, grad_norm: 5.6067 2020-07-28 03:24:24,249 - mmaction - INFO - Epoch [39][3380/3757] lr: 1.000e-02, eta: 4 days, 16:53:01, time: 1.906, data_time: 0.057, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7695, loss_cls: 1.9730, loss: 1.9730, grad_norm: 5.5932 2020-07-28 03:24:58,545 - mmaction - INFO - Epoch [39][3400/3757] lr: 1.000e-02, eta: 4 days, 16:52:23, time: 1.714, data_time: 0.003, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7523, loss_cls: 2.1013, loss: 2.1013, grad_norm: 5.8707 2020-07-28 03:25:32,431 - mmaction - INFO - Epoch [39][3420/3757] lr: 1.000e-02, eta: 4 days, 16:51:46, time: 1.694, data_time: 0.040, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7547, loss_cls: 2.0561, loss: 2.0561, grad_norm: 5.8831 2020-07-28 03:26:10,378 - mmaction - INFO - Epoch [39][3440/3757] lr: 1.000e-02, eta: 4 days, 16:51:14, time: 1.894, data_time: 0.448, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7594, loss_cls: 2.0109, loss: 2.0109, grad_norm: 5.6005 2020-07-28 03:26:43,523 - mmaction - INFO - Epoch [39][3460/3757] lr: 1.000e-02, eta: 4 days, 16:50:35, time: 1.656, data_time: 0.160, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7680, loss_cls: 2.0598, loss: 2.0598, grad_norm: 5.6268 2020-07-28 03:27:15,758 - mmaction - INFO - Epoch [39][3480/3757] lr: 1.000e-02, eta: 4 days, 16:49:55, time: 1.616, data_time: 0.594, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7797, loss_cls: 1.9935, loss: 1.9935, grad_norm: 5.7067 2020-07-28 03:27:52,729 - mmaction - INFO - Epoch [39][3500/3757] lr: 1.000e-02, eta: 4 days, 16:49:22, time: 1.842, data_time: 0.241, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7578, loss_cls: 2.0157, loss: 2.0157, grad_norm: 5.6428 2020-07-28 03:28:27,317 - mmaction - INFO - Epoch [39][3520/3757] lr: 1.000e-02, eta: 4 days, 16:48:45, time: 1.735, data_time: 0.010, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7484, loss_cls: 2.0989, loss: 2.0989, grad_norm: 5.9101 2020-07-28 03:28:59,497 - mmaction - INFO - Epoch [39][3540/3757] lr: 1.000e-02, eta: 4 days, 16:48:05, time: 1.600, data_time: 0.008, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7633, loss_cls: 2.0462, loss: 2.0462, grad_norm: 5.8104 2020-07-28 03:29:33,918 - mmaction - INFO - Epoch [39][3560/3757] lr: 1.000e-02, eta: 4 days, 16:47:28, time: 1.731, data_time: 0.012, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7508, loss_cls: 2.0816, loss: 2.0816, grad_norm: 5.7217 2020-07-28 03:30:12,027 - mmaction - INFO - Epoch [39][3580/3757] lr: 1.000e-02, eta: 4 days, 16:46:57, time: 1.904, data_time: 0.008, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7656, loss_cls: 2.0049, loss: 2.0049, grad_norm: 5.7784 2020-07-28 03:30:46,825 - mmaction - INFO - Epoch [39][3600/3757] lr: 1.000e-02, eta: 4 days, 16:46:20, time: 1.741, data_time: 0.003, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7742, loss_cls: 1.9408, loss: 1.9408, grad_norm: 5.6920 2020-07-28 03:31:20,791 - mmaction - INFO - Epoch [39][3620/3757] lr: 1.000e-02, eta: 4 days, 16:45:42, time: 1.692, data_time: 0.016, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0668, loss: 2.0668, grad_norm: 5.8377 2020-07-28 03:31:56,884 - mmaction - INFO - Epoch [39][3640/3757] lr: 1.000e-02, eta: 4 days, 16:45:08, time: 1.804, data_time: 0.009, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7594, loss_cls: 2.0255, loss: 2.0255, grad_norm: 5.7661 2020-07-28 03:32:34,100 - mmaction - INFO - Epoch [39][3660/3757] lr: 1.000e-02, eta: 4 days, 16:44:36, time: 1.861, data_time: 0.012, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7641, loss_cls: 2.0081, loss: 2.0081, grad_norm: 5.8328 2020-07-28 03:33:10,939 - mmaction - INFO - Epoch [39][3680/3757] lr: 1.000e-02, eta: 4 days, 16:44:03, time: 1.847, data_time: 0.009, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7625, loss_cls: 2.0410, loss: 2.0410, grad_norm: 5.9205 2020-07-28 03:33:42,897 - mmaction - INFO - Epoch [39][3700/3757] lr: 1.000e-02, eta: 4 days, 16:43:22, time: 1.594, data_time: 0.004, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7719, loss_cls: 1.9636, loss: 1.9636, grad_norm: 5.5867 2020-07-28 03:34:19,478 - mmaction - INFO - Epoch [39][3720/3757] lr: 1.000e-02, eta: 4 days, 16:42:48, time: 1.832, data_time: 0.010, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9529, loss: 1.9529, grad_norm: 5.7017 2020-07-28 03:34:54,452 - mmaction - INFO - Epoch [39][3740/3757] lr: 1.000e-02, eta: 4 days, 16:42:12, time: 1.750, data_time: 0.011, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7688, loss_cls: 2.0234, loss: 2.0234, grad_norm: 5.8814 2020-07-28 03:35:17,841 - mmaction - INFO - Saving checkpoint at 39 epochs 2020-07-28 03:36:10,732 - mmaction - INFO - Epoch [40][20/3757] lr: 1.000e-02, eta: 4 days, 16:40:43, time: 2.506, data_time: 0.941, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7648, loss_cls: 2.0040, loss: 2.0040, grad_norm: 5.7529 2020-07-28 03:36:43,212 - mmaction - INFO - Epoch [40][40/3757] lr: 1.000e-02, eta: 4 days, 16:40:03, time: 1.632, data_time: 0.012, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7875, loss_cls: 1.8417, loss: 1.8417, grad_norm: 5.5580 2020-07-28 03:37:20,039 - mmaction - INFO - Epoch [40][60/3757] lr: 1.000e-02, eta: 4 days, 16:39:29, time: 1.832, data_time: 0.173, memory: 5170, top1_acc: 0.5594, top5_acc: 0.7852, loss_cls: 1.8922, loss: 1.8922, grad_norm: 5.6801 2020-07-28 03:37:53,092 - mmaction - INFO - Epoch [40][80/3757] lr: 1.000e-02, eta: 4 days, 16:38:51, time: 1.661, data_time: 0.013, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7820, loss_cls: 1.9013, loss: 1.9013, grad_norm: 5.6075 2020-07-28 03:38:28,527 - mmaction - INFO - Epoch [40][100/3757] lr: 1.000e-02, eta: 4 days, 16:38:15, time: 1.773, data_time: 0.048, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7766, loss_cls: 1.9335, loss: 1.9335, grad_norm: 5.5437 2020-07-28 03:39:04,763 - mmaction - INFO - Epoch [40][120/3757] lr: 1.000e-02, eta: 4 days, 16:37:41, time: 1.812, data_time: 0.003, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7758, loss_cls: 1.9692, loss: 1.9692, grad_norm: 5.7817 2020-07-28 03:39:36,991 - mmaction - INFO - Epoch [40][140/3757] lr: 1.000e-02, eta: 4 days, 16:37:01, time: 1.610, data_time: 0.002, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7734, loss_cls: 1.9484, loss: 1.9484, grad_norm: 5.7276 2020-07-28 03:40:16,150 - mmaction - INFO - Epoch [40][160/3757] lr: 1.000e-02, eta: 4 days, 16:36:31, time: 1.951, data_time: 0.016, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7680, loss_cls: 1.9936, loss: 1.9936, grad_norm: 5.6781 2020-07-28 03:40:49,441 - mmaction - INFO - Epoch [40][180/3757] lr: 1.000e-02, eta: 4 days, 16:35:53, time: 1.672, data_time: 0.010, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7867, loss_cls: 1.9488, loss: 1.9488, grad_norm: 5.7604 2020-07-28 03:41:27,586 - mmaction - INFO - Epoch [40][200/3757] lr: 1.000e-02, eta: 4 days, 16:35:21, time: 1.908, data_time: 0.009, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7578, loss_cls: 2.0574, loss: 2.0574, grad_norm: 5.8650 2020-07-28 03:42:02,290 - mmaction - INFO - Epoch [40][220/3757] lr: 1.000e-02, eta: 4 days, 16:34:45, time: 1.735, data_time: 0.004, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7531, loss_cls: 2.0585, loss: 2.0585, grad_norm: 5.8096 2020-07-28 03:42:37,735 - mmaction - INFO - Epoch [40][240/3757] lr: 1.000e-02, eta: 4 days, 16:34:09, time: 1.764, data_time: 0.009, memory: 5170, top1_acc: 0.5609, top5_acc: 0.8063, loss_cls: 1.8089, loss: 1.8089, grad_norm: 5.6791 2020-07-28 03:43:12,186 - mmaction - INFO - Epoch [40][260/3757] lr: 1.000e-02, eta: 4 days, 16:33:33, time: 1.730, data_time: 0.011, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7836, loss_cls: 1.9427, loss: 1.9427, grad_norm: 5.8608 2020-07-28 03:43:47,424 - mmaction - INFO - Epoch [40][280/3757] lr: 1.000e-02, eta: 4 days, 16:32:57, time: 1.763, data_time: 0.004, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7891, loss_cls: 1.8571, loss: 1.8571, grad_norm: 5.5062 2020-07-28 03:44:23,693 - mmaction - INFO - Epoch [40][300/3757] lr: 1.000e-02, eta: 4 days, 16:32:23, time: 1.813, data_time: 0.008, memory: 5170, top1_acc: 0.5594, top5_acc: 0.7805, loss_cls: 1.8591, loss: 1.8591, grad_norm: 5.7567 2020-07-28 03:44:57,687 - mmaction - INFO - Epoch [40][320/3757] lr: 1.000e-02, eta: 4 days, 16:31:45, time: 1.700, data_time: 0.008, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7625, loss_cls: 1.9824, loss: 1.9824, grad_norm: 5.7421 2020-07-28 03:45:34,356 - mmaction - INFO - Epoch [40][340/3757] lr: 1.000e-02, eta: 4 days, 16:31:12, time: 1.833, data_time: 0.003, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7570, loss_cls: 2.0470, loss: 2.0470, grad_norm: 5.7079 2020-07-28 03:46:07,082 - mmaction - INFO - Epoch [40][360/3757] lr: 1.000e-02, eta: 4 days, 16:30:32, time: 1.632, data_time: 0.028, memory: 5170, top1_acc: 0.5617, top5_acc: 0.7750, loss_cls: 1.9268, loss: 1.9268, grad_norm: 5.7010 2020-07-28 03:46:44,185 - mmaction - INFO - Epoch [40][380/3757] lr: 1.000e-02, eta: 4 days, 16:30:00, time: 1.858, data_time: 0.010, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7758, loss_cls: 1.9873, loss: 1.9873, grad_norm: 5.8768 2020-07-28 03:47:15,694 - mmaction - INFO - Epoch [40][400/3757] lr: 1.000e-02, eta: 4 days, 16:29:18, time: 1.577, data_time: 0.010, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7648, loss_cls: 2.0391, loss: 2.0391, grad_norm: 6.0331 2020-07-28 03:47:48,552 - mmaction - INFO - Epoch [40][420/3757] lr: 1.000e-02, eta: 4 days, 16:28:39, time: 1.641, data_time: 0.035, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0968, loss: 2.0968, grad_norm: 5.7953 2020-07-28 03:48:23,659 - mmaction - INFO - Epoch [40][440/3757] lr: 1.000e-02, eta: 4 days, 16:28:03, time: 1.748, data_time: 0.011, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7641, loss_cls: 1.9802, loss: 1.9802, grad_norm: 5.7147 2020-07-28 03:48:59,484 - mmaction - INFO - Epoch [40][460/3757] lr: 1.000e-02, eta: 4 days, 16:27:28, time: 1.800, data_time: 0.011, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7695, loss_cls: 1.9752, loss: 1.9752, grad_norm: 5.7165 2020-07-28 03:49:32,399 - mmaction - INFO - Epoch [40][480/3757] lr: 1.000e-02, eta: 4 days, 16:26:49, time: 1.639, data_time: 0.009, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7672, loss_cls: 2.0376, loss: 2.0376, grad_norm: 5.8719 2020-07-28 03:50:11,651 - mmaction - INFO - Epoch [40][500/3757] lr: 1.000e-02, eta: 4 days, 16:26:20, time: 1.970, data_time: 0.065, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7508, loss_cls: 2.0478, loss: 2.0478, grad_norm: 6.1310 2020-07-28 03:50:44,470 - mmaction - INFO - Epoch [40][520/3757] lr: 1.000e-02, eta: 4 days, 16:25:40, time: 1.640, data_time: 0.003, memory: 5170, top1_acc: 0.5602, top5_acc: 0.7734, loss_cls: 1.9672, loss: 1.9672, grad_norm: 5.8097 2020-07-28 03:51:20,785 - mmaction - INFO - Epoch [40][540/3757] lr: 1.000e-02, eta: 4 days, 16:25:06, time: 1.815, data_time: 0.092, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7742, loss_cls: 1.9100, loss: 1.9100, grad_norm: 5.4919 2020-07-28 03:51:55,639 - mmaction - INFO - Epoch [40][560/3757] lr: 1.000e-02, eta: 4 days, 16:24:30, time: 1.743, data_time: 0.008, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7695, loss_cls: 2.0168, loss: 2.0168, grad_norm: 5.8658 2020-07-28 03:52:31,287 - mmaction - INFO - Epoch [40][580/3757] lr: 1.000e-02, eta: 4 days, 16:23:55, time: 1.782, data_time: 0.006, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7734, loss_cls: 1.9548, loss: 1.9548, grad_norm: 5.6921 2020-07-28 03:53:06,974 - mmaction - INFO - Epoch [40][600/3757] lr: 1.000e-02, eta: 4 days, 16:23:20, time: 1.785, data_time: 0.009, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7656, loss_cls: 2.0571, loss: 2.0571, grad_norm: 5.8015 2020-07-28 03:53:44,208 - mmaction - INFO - Epoch [40][620/3757] lr: 1.000e-02, eta: 4 days, 16:22:47, time: 1.862, data_time: 0.006, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7727, loss_cls: 2.0301, loss: 2.0301, grad_norm: 5.8446 2020-07-28 03:54:18,995 - mmaction - INFO - Epoch [40][640/3757] lr: 1.000e-02, eta: 4 days, 16:22:11, time: 1.733, data_time: 0.008, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7703, loss_cls: 1.9752, loss: 1.9752, grad_norm: 5.7974 2020-07-28 03:54:52,682 - mmaction - INFO - Epoch [40][660/3757] lr: 1.000e-02, eta: 4 days, 16:21:33, time: 1.689, data_time: 0.026, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7570, loss_cls: 2.0218, loss: 2.0218, grad_norm: 5.8140 2020-07-28 03:55:26,281 - mmaction - INFO - Epoch [40][680/3757] lr: 1.000e-02, eta: 4 days, 16:20:55, time: 1.678, data_time: 0.411, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7672, loss_cls: 1.9925, loss: 1.9925, grad_norm: 5.7573 2020-07-28 03:56:00,460 - mmaction - INFO - Epoch [40][700/3757] lr: 1.000e-02, eta: 4 days, 16:20:17, time: 1.713, data_time: 0.640, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7883, loss_cls: 1.9352, loss: 1.9352, grad_norm: 5.7060 2020-07-28 03:56:35,058 - mmaction - INFO - Epoch [40][720/3757] lr: 1.000e-02, eta: 4 days, 16:19:41, time: 1.729, data_time: 0.697, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7828, loss_cls: 1.9550, loss: 1.9550, grad_norm: 5.8079 2020-07-28 03:57:09,215 - mmaction - INFO - Epoch [40][740/3757] lr: 1.000e-02, eta: 4 days, 16:19:03, time: 1.709, data_time: 1.019, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7789, loss_cls: 1.9564, loss: 1.9564, grad_norm: 5.8347 2020-07-28 03:57:41,236 - mmaction - INFO - Epoch [40][760/3757] lr: 1.000e-02, eta: 4 days, 16:18:23, time: 1.600, data_time: 0.022, memory: 5170, top1_acc: 0.5648, top5_acc: 0.7945, loss_cls: 1.8218, loss: 1.8218, grad_norm: 5.5138 2020-07-28 03:58:15,970 - mmaction - INFO - Epoch [40][780/3757] lr: 1.000e-02, eta: 4 days, 16:17:46, time: 1.736, data_time: 0.009, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7562, loss_cls: 1.9857, loss: 1.9857, grad_norm: 5.7488 2020-07-28 03:58:53,845 - mmaction - INFO - Epoch [40][800/3757] lr: 1.000e-02, eta: 4 days, 16:17:15, time: 1.894, data_time: 0.198, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7742, loss_cls: 1.9616, loss: 1.9616, grad_norm: 5.8359 2020-07-28 03:59:31,668 - mmaction - INFO - Epoch [40][820/3757] lr: 1.000e-02, eta: 4 days, 16:16:43, time: 1.889, data_time: 0.008, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7844, loss_cls: 1.9323, loss: 1.9323, grad_norm: 5.7112 2020-07-28 04:00:01,729 - mmaction - INFO - Epoch [40][840/3757] lr: 1.000e-02, eta: 4 days, 16:16:00, time: 1.505, data_time: 0.129, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7859, loss_cls: 1.9561, loss: 1.9561, grad_norm: 5.7226 2020-07-28 04:00:39,300 - mmaction - INFO - Epoch [40][860/3757] lr: 1.000e-02, eta: 4 days, 16:15:27, time: 1.870, data_time: 0.025, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7734, loss_cls: 1.9886, loss: 1.9886, grad_norm: 5.7817 2020-07-28 04:01:14,572 - mmaction - INFO - Epoch [40][880/3757] lr: 1.000e-02, eta: 4 days, 16:14:52, time: 1.771, data_time: 0.182, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7797, loss_cls: 1.9278, loss: 1.9278, grad_norm: 5.7605 2020-07-28 04:01:51,818 - mmaction - INFO - Epoch [40][900/3757] lr: 1.000e-02, eta: 4 days, 16:14:19, time: 1.853, data_time: 0.024, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7586, loss_cls: 1.9547, loss: 1.9547, grad_norm: 5.7248 2020-07-28 04:02:26,480 - mmaction - INFO - Epoch [40][920/3757] lr: 1.000e-02, eta: 4 days, 16:13:43, time: 1.743, data_time: 0.026, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7602, loss_cls: 2.0109, loss: 2.0109, grad_norm: 5.8346 2020-07-28 04:03:00,407 - mmaction - INFO - Epoch [40][940/3757] lr: 1.000e-02, eta: 4 days, 16:13:05, time: 1.694, data_time: 0.009, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7609, loss_cls: 1.9965, loss: 1.9965, grad_norm: 5.6730 2020-07-28 04:03:35,427 - mmaction - INFO - Epoch [40][960/3757] lr: 1.000e-02, eta: 4 days, 16:12:29, time: 1.753, data_time: 0.025, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7758, loss_cls: 2.0073, loss: 2.0073, grad_norm: 5.8608 2020-07-28 04:04:09,032 - mmaction - INFO - Epoch [40][980/3757] lr: 1.000e-02, eta: 4 days, 16:11:51, time: 1.673, data_time: 0.008, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7789, loss_cls: 2.0067, loss: 2.0067, grad_norm: 5.8539 2020-07-28 04:04:42,840 - mmaction - INFO - Epoch [40][1000/3757] lr: 1.000e-02, eta: 4 days, 16:11:13, time: 1.698, data_time: 0.019, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7523, loss_cls: 2.1003, loss: 2.1003, grad_norm: 5.9782 2020-07-28 04:05:18,153 - mmaction - INFO - Epoch [40][1020/3757] lr: 1.000e-02, eta: 4 days, 16:10:37, time: 1.760, data_time: 0.007, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7766, loss_cls: 2.0059, loss: 2.0059, grad_norm: 5.6993 2020-07-28 04:05:51,479 - mmaction - INFO - Epoch [40][1040/3757] lr: 1.000e-02, eta: 4 days, 16:09:59, time: 1.671, data_time: 0.010, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7648, loss_cls: 1.9938, loss: 1.9938, grad_norm: 5.7354 2020-07-28 04:06:29,216 - mmaction - INFO - Epoch [40][1060/3757] lr: 1.000e-02, eta: 4 days, 16:09:27, time: 1.886, data_time: 0.041, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7672, loss_cls: 1.9205, loss: 1.9205, grad_norm: 5.7867 2020-07-28 04:07:03,679 - mmaction - INFO - Epoch [40][1080/3757] lr: 1.000e-02, eta: 4 days, 16:08:50, time: 1.723, data_time: 0.010, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7641, loss_cls: 2.0690, loss: 2.0690, grad_norm: 5.8708 2020-07-28 04:07:43,501 - mmaction - INFO - Epoch [40][1100/3757] lr: 1.000e-02, eta: 4 days, 16:08:21, time: 1.983, data_time: 0.008, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7664, loss_cls: 2.0093, loss: 2.0093, grad_norm: 5.6919 2020-07-28 04:08:15,762 - mmaction - INFO - Epoch [40][1120/3757] lr: 1.000e-02, eta: 4 days, 16:07:41, time: 1.620, data_time: 0.011, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7555, loss_cls: 2.0259, loss: 2.0259, grad_norm: 5.7330 2020-07-28 04:08:48,269 - mmaction - INFO - Epoch [40][1140/3757] lr: 1.000e-02, eta: 4 days, 16:07:01, time: 1.621, data_time: 0.010, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7578, loss_cls: 2.0045, loss: 2.0045, grad_norm: 5.6485 2020-07-28 04:09:25,190 - mmaction - INFO - Epoch [40][1160/3757] lr: 1.000e-02, eta: 4 days, 16:06:28, time: 1.851, data_time: 0.008, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7641, loss_cls: 2.0526, loss: 2.0526, grad_norm: 5.7345 2020-07-28 04:10:02,638 - mmaction - INFO - Epoch [40][1180/3757] lr: 1.000e-02, eta: 4 days, 16:05:56, time: 1.873, data_time: 0.003, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7766, loss_cls: 1.9212, loss: 1.9212, grad_norm: 5.4861 2020-07-28 04:10:37,276 - mmaction - INFO - Epoch [40][1200/3757] lr: 1.000e-02, eta: 4 days, 16:05:20, time: 1.732, data_time: 0.003, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7773, loss_cls: 1.9186, loss: 1.9186, grad_norm: 5.5751 2020-07-28 04:11:13,323 - mmaction - INFO - Epoch [40][1220/3757] lr: 1.000e-02, eta: 4 days, 16:04:45, time: 1.796, data_time: 0.009, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7742, loss_cls: 1.8953, loss: 1.8953, grad_norm: 5.5911 2020-07-28 04:11:46,470 - mmaction - INFO - Epoch [40][1240/3757] lr: 1.000e-02, eta: 4 days, 16:04:06, time: 1.661, data_time: 0.009, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7805, loss_cls: 1.9340, loss: 1.9340, grad_norm: 5.6083 2020-07-28 04:12:21,476 - mmaction - INFO - Epoch [40][1260/3757] lr: 1.000e-02, eta: 4 days, 16:03:30, time: 1.750, data_time: 0.008, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7508, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.8098 2020-07-28 04:12:57,955 - mmaction - INFO - Epoch [40][1280/3757] lr: 1.000e-02, eta: 4 days, 16:02:56, time: 1.818, data_time: 0.010, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7711, loss_cls: 2.0280, loss: 2.0280, grad_norm: 5.9425 2020-07-28 04:13:32,974 - mmaction - INFO - Epoch [40][1300/3757] lr: 1.000e-02, eta: 4 days, 16:02:21, time: 1.759, data_time: 0.012, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7516, loss_cls: 2.0805, loss: 2.0805, grad_norm: 5.7991 2020-07-28 04:14:09,256 - mmaction - INFO - Epoch [40][1320/3757] lr: 1.000e-02, eta: 4 days, 16:01:47, time: 1.810, data_time: 0.007, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9567, loss: 1.9567, grad_norm: 5.7016 2020-07-28 04:14:43,902 - mmaction - INFO - Epoch [40][1340/3757] lr: 1.000e-02, eta: 4 days, 16:01:10, time: 1.735, data_time: 0.008, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7859, loss_cls: 1.9165, loss: 1.9165, grad_norm: 5.6383 2020-07-28 04:15:20,614 - mmaction - INFO - Epoch [40][1360/3757] lr: 1.000e-02, eta: 4 days, 16:00:37, time: 1.836, data_time: 0.009, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7719, loss_cls: 1.9952, loss: 1.9952, grad_norm: 5.8066 2020-07-28 04:15:54,623 - mmaction - INFO - Epoch [40][1380/3757] lr: 1.000e-02, eta: 4 days, 15:59:59, time: 1.701, data_time: 0.003, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7688, loss_cls: 1.9335, loss: 1.9335, grad_norm: 5.6046 2020-07-28 04:16:31,576 - mmaction - INFO - Epoch [40][1400/3757] lr: 1.000e-02, eta: 4 days, 15:59:26, time: 1.847, data_time: 0.058, memory: 5170, top1_acc: 0.5680, top5_acc: 0.7812, loss_cls: 1.9297, loss: 1.9297, grad_norm: 5.6331 2020-07-28 04:17:04,578 - mmaction - INFO - Epoch [40][1420/3757] lr: 1.000e-02, eta: 4 days, 15:58:47, time: 1.649, data_time: 0.020, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.0865, loss: 2.0865, grad_norm: 5.7510 2020-07-28 04:17:40,083 - mmaction - INFO - Epoch [40][1440/3757] lr: 1.000e-02, eta: 4 days, 15:58:12, time: 1.769, data_time: 0.009, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7734, loss_cls: 1.9292, loss: 1.9292, grad_norm: 5.7682 2020-07-28 04:18:15,130 - mmaction - INFO - Epoch [40][1460/3757] lr: 1.000e-02, eta: 4 days, 15:57:36, time: 1.752, data_time: 0.010, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7547, loss_cls: 2.0417, loss: 2.0417, grad_norm: 5.9010 2020-07-28 04:18:52,812 - mmaction - INFO - Epoch [40][1480/3757] lr: 1.000e-02, eta: 4 days, 15:57:04, time: 1.884, data_time: 0.009, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7609, loss_cls: 2.0217, loss: 2.0217, grad_norm: 5.8440 2020-07-28 04:19:26,195 - mmaction - INFO - Epoch [40][1500/3757] lr: 1.000e-02, eta: 4 days, 15:56:26, time: 1.677, data_time: 0.010, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7602, loss_cls: 2.1012, loss: 2.1012, grad_norm: 5.9472 2020-07-28 04:20:02,130 - mmaction - INFO - Epoch [40][1520/3757] lr: 1.000e-02, eta: 4 days, 15:55:51, time: 1.797, data_time: 0.007, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7695, loss_cls: 2.0725, loss: 2.0725, grad_norm: 6.0890 2020-07-28 04:20:34,730 - mmaction - INFO - Epoch [40][1540/3757] lr: 1.000e-02, eta: 4 days, 15:55:11, time: 1.629, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7406, loss_cls: 2.0789, loss: 2.0789, grad_norm: 5.7343 2020-07-28 04:21:11,157 - mmaction - INFO - Epoch [40][1560/3757] lr: 1.000e-02, eta: 4 days, 15:54:37, time: 1.815, data_time: 0.009, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7820, loss_cls: 1.9605, loss: 1.9605, grad_norm: 5.6620 2020-07-28 04:21:46,302 - mmaction - INFO - Epoch [40][1580/3757] lr: 1.000e-02, eta: 4 days, 15:54:02, time: 1.763, data_time: 0.009, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7523, loss_cls: 2.0342, loss: 2.0342, grad_norm: 5.7193 2020-07-28 04:22:22,700 - mmaction - INFO - Epoch [40][1600/3757] lr: 1.000e-02, eta: 4 days, 15:53:28, time: 1.814, data_time: 0.008, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7937, loss_cls: 1.9058, loss: 1.9058, grad_norm: 5.7190 2020-07-28 04:22:55,406 - mmaction - INFO - Epoch [40][1620/3757] lr: 1.000e-02, eta: 4 days, 15:52:48, time: 1.641, data_time: 0.009, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7727, loss_cls: 2.0366, loss: 2.0366, grad_norm: 5.7779 2020-07-28 04:23:30,803 - mmaction - INFO - Epoch [40][1640/3757] lr: 1.000e-02, eta: 4 days, 15:52:13, time: 1.762, data_time: 0.008, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7812, loss_cls: 1.9431, loss: 1.9431, grad_norm: 5.7272 2020-07-28 04:24:06,850 - mmaction - INFO - Epoch [40][1660/3757] lr: 1.000e-02, eta: 4 days, 15:51:38, time: 1.810, data_time: 0.011, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7570, loss_cls: 2.0547, loss: 2.0547, grad_norm: 5.9490 2020-07-28 04:24:42,481 - mmaction - INFO - Epoch [40][1680/3757] lr: 1.000e-02, eta: 4 days, 15:51:03, time: 1.782, data_time: 0.008, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7852, loss_cls: 1.8535, loss: 1.8535, grad_norm: 5.6672 2020-07-28 04:25:17,486 - mmaction - INFO - Epoch [40][1700/3757] lr: 1.000e-02, eta: 4 days, 15:50:27, time: 1.750, data_time: 0.003, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7539, loss_cls: 2.0907, loss: 2.0907, grad_norm: 5.8258 2020-07-28 04:25:53,322 - mmaction - INFO - Epoch [40][1720/3757] lr: 1.000e-02, eta: 4 days, 15:49:53, time: 1.790, data_time: 0.002, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 2.0048, loss: 2.0048, grad_norm: 5.7328 2020-07-28 04:26:25,497 - mmaction - INFO - Epoch [40][1740/3757] lr: 1.000e-02, eta: 4 days, 15:49:12, time: 1.610, data_time: 0.008, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7672, loss_cls: 2.0560, loss: 2.0560, grad_norm: 5.7751 2020-07-28 04:27:02,226 - mmaction - INFO - Epoch [40][1760/3757] lr: 1.000e-02, eta: 4 days, 15:48:39, time: 1.837, data_time: 0.003, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7695, loss_cls: 2.0221, loss: 2.0221, grad_norm: 5.7962 2020-07-28 04:27:35,777 - mmaction - INFO - Epoch [40][1780/3757] lr: 1.000e-02, eta: 4 days, 15:48:00, time: 1.670, data_time: 0.008, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7719, loss_cls: 1.8965, loss: 1.8965, grad_norm: 5.7912 2020-07-28 04:28:13,346 - mmaction - INFO - Epoch [40][1800/3757] lr: 1.000e-02, eta: 4 days, 15:47:29, time: 1.886, data_time: 0.011, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7703, loss_cls: 2.0324, loss: 2.0324, grad_norm: 5.8331 2020-07-28 04:28:47,365 - mmaction - INFO - Epoch [40][1820/3757] lr: 1.000e-02, eta: 4 days, 15:46:51, time: 1.695, data_time: 0.007, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7648, loss_cls: 2.0108, loss: 2.0108, grad_norm: 5.8077 2020-07-28 04:29:23,200 - mmaction - INFO - Epoch [40][1840/3757] lr: 1.000e-02, eta: 4 days, 15:46:16, time: 1.796, data_time: 0.010, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7734, loss_cls: 1.9415, loss: 1.9415, grad_norm: 5.7013 2020-07-28 04:29:58,011 - mmaction - INFO - Epoch [40][1860/3757] lr: 1.000e-02, eta: 4 days, 15:45:40, time: 1.733, data_time: 0.010, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7797, loss_cls: 1.9524, loss: 1.9524, grad_norm: 5.7178 2020-07-28 04:30:34,293 - mmaction - INFO - Epoch [40][1880/3757] lr: 1.000e-02, eta: 4 days, 15:45:06, time: 1.822, data_time: 0.011, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7297, loss_cls: 2.2020, loss: 2.2020, grad_norm: 6.0147 2020-07-28 04:31:09,631 - mmaction - INFO - Epoch [40][1900/3757] lr: 1.000e-02, eta: 4 days, 15:44:30, time: 1.759, data_time: 0.011, memory: 5170, top1_acc: 0.5578, top5_acc: 0.7734, loss_cls: 1.9418, loss: 1.9418, grad_norm: 5.6709 2020-07-28 04:31:46,046 - mmaction - INFO - Epoch [40][1920/3757] lr: 1.000e-02, eta: 4 days, 15:43:57, time: 1.826, data_time: 0.011, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7633, loss_cls: 1.9929, loss: 1.9929, grad_norm: 5.7280 2020-07-28 04:32:20,246 - mmaction - INFO - Epoch [40][1940/3757] lr: 1.000e-02, eta: 4 days, 15:43:19, time: 1.710, data_time: 0.014, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7805, loss_cls: 1.9877, loss: 1.9877, grad_norm: 5.8514 2020-07-28 04:32:55,557 - mmaction - INFO - Epoch [40][1960/3757] lr: 1.000e-02, eta: 4 days, 15:42:44, time: 1.759, data_time: 0.008, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7734, loss_cls: 2.0226, loss: 2.0226, grad_norm: 5.7361 2020-07-28 04:33:32,464 - mmaction - INFO - Epoch [40][1980/3757] lr: 1.000e-02, eta: 4 days, 15:42:11, time: 1.855, data_time: 0.012, memory: 5170, top1_acc: 0.5594, top5_acc: 0.7562, loss_cls: 1.9771, loss: 1.9771, grad_norm: 5.5811 2020-07-28 04:34:08,411 - mmaction - INFO - Epoch [40][2000/3757] lr: 1.000e-02, eta: 4 days, 15:41:36, time: 1.796, data_time: 0.004, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7469, loss_cls: 2.1329, loss: 2.1329, grad_norm: 5.8720 2020-07-28 04:34:42,250 - mmaction - INFO - Epoch [40][2020/3757] lr: 1.000e-02, eta: 4 days, 15:40:58, time: 1.682, data_time: 0.011, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7703, loss_cls: 2.0030, loss: 2.0030, grad_norm: 5.6549 2020-07-28 04:35:18,003 - mmaction - INFO - Epoch [40][2040/3757] lr: 1.000e-02, eta: 4 days, 15:40:23, time: 1.792, data_time: 0.014, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7641, loss_cls: 2.0511, loss: 2.0511, grad_norm: 5.7760 2020-07-28 04:35:52,109 - mmaction - INFO - Epoch [40][2060/3757] lr: 1.000e-02, eta: 4 days, 15:39:46, time: 1.712, data_time: 0.768, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7578, loss_cls: 2.0329, loss: 2.0329, grad_norm: 5.8280 2020-07-28 04:36:28,549 - mmaction - INFO - Epoch [40][2080/3757] lr: 1.000e-02, eta: 4 days, 15:39:12, time: 1.815, data_time: 0.764, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7703, loss_cls: 1.9800, loss: 1.9800, grad_norm: 5.8288 2020-07-28 04:37:03,809 - mmaction - INFO - Epoch [40][2100/3757] lr: 1.000e-02, eta: 4 days, 15:38:37, time: 1.767, data_time: 1.085, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7727, loss_cls: 1.9798, loss: 1.9798, grad_norm: 5.8648 2020-07-28 04:37:38,470 - mmaction - INFO - Epoch [40][2120/3757] lr: 1.000e-02, eta: 4 days, 15:38:00, time: 1.735, data_time: 0.519, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7836, loss_cls: 1.9477, loss: 1.9477, grad_norm: 5.6975 2020-07-28 04:38:16,345 - mmaction - INFO - Epoch [40][2140/3757] lr: 1.000e-02, eta: 4 days, 15:37:29, time: 1.893, data_time: 0.009, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7523, loss_cls: 2.0696, loss: 2.0696, grad_norm: 5.8383 2020-07-28 04:38:49,230 - mmaction - INFO - Epoch [40][2160/3757] lr: 1.000e-02, eta: 4 days, 15:36:49, time: 1.647, data_time: 0.007, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7617, loss_cls: 2.0244, loss: 2.0244, grad_norm: 5.8115 2020-07-28 04:39:25,393 - mmaction - INFO - Epoch [40][2180/3757] lr: 1.000e-02, eta: 4 days, 15:36:15, time: 1.803, data_time: 0.007, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7883, loss_cls: 1.9164, loss: 1.9164, grad_norm: 5.8164 2020-07-28 04:39:59,868 - mmaction - INFO - Epoch [40][2200/3757] lr: 1.000e-02, eta: 4 days, 15:35:38, time: 1.729, data_time: 0.013, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7773, loss_cls: 1.9842, loss: 1.9842, grad_norm: 5.7613 2020-07-28 04:40:36,602 - mmaction - INFO - Epoch [40][2220/3757] lr: 1.000e-02, eta: 4 days, 15:35:05, time: 1.836, data_time: 0.008, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7672, loss_cls: 1.9870, loss: 1.9870, grad_norm: 5.7900 2020-07-28 04:41:07,958 - mmaction - INFO - Epoch [40][2240/3757] lr: 1.000e-02, eta: 4 days, 15:34:23, time: 1.568, data_time: 0.059, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7758, loss_cls: 2.0460, loss: 2.0460, grad_norm: 5.9134 2020-07-28 04:41:40,805 - mmaction - INFO - Epoch [40][2260/3757] lr: 1.000e-02, eta: 4 days, 15:33:44, time: 1.640, data_time: 0.228, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7750, loss_cls: 1.9838, loss: 1.9838, grad_norm: 5.6515 2020-07-28 04:42:17,911 - mmaction - INFO - Epoch [40][2280/3757] lr: 1.000e-02, eta: 4 days, 15:33:11, time: 1.857, data_time: 0.090, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7664, loss_cls: 2.0233, loss: 2.0233, grad_norm: 5.7448 2020-07-28 04:42:49,676 - mmaction - INFO - Epoch [40][2300/3757] lr: 1.000e-02, eta: 4 days, 15:32:30, time: 1.585, data_time: 0.155, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7781, loss_cls: 1.9662, loss: 1.9662, grad_norm: 5.7683 2020-07-28 04:43:26,631 - mmaction - INFO - Epoch [40][2320/3757] lr: 1.000e-02, eta: 4 days, 15:31:57, time: 1.847, data_time: 0.243, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7711, loss_cls: 1.9506, loss: 1.9506, grad_norm: 5.5852 2020-07-28 04:44:01,962 - mmaction - INFO - Epoch [40][2340/3757] lr: 1.000e-02, eta: 4 days, 15:31:22, time: 1.772, data_time: 0.009, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7539, loss_cls: 2.0641, loss: 2.0641, grad_norm: 5.6676 2020-07-28 04:44:36,506 - mmaction - INFO - Epoch [40][2360/3757] lr: 1.000e-02, eta: 4 days, 15:30:45, time: 1.723, data_time: 0.374, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7766, loss_cls: 1.9771, loss: 1.9771, grad_norm: 5.7100 2020-07-28 04:45:07,912 - mmaction - INFO - Epoch [40][2380/3757] lr: 1.000e-02, eta: 4 days, 15:30:04, time: 1.570, data_time: 0.101, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7688, loss_cls: 1.9668, loss: 1.9668, grad_norm: 5.7362 2020-07-28 04:45:43,034 - mmaction - INFO - Epoch [40][2400/3757] lr: 1.000e-02, eta: 4 days, 15:29:28, time: 1.761, data_time: 0.129, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7484, loss_cls: 2.0546, loss: 2.0546, grad_norm: 5.8844 2020-07-28 04:46:20,428 - mmaction - INFO - Epoch [40][2420/3757] lr: 1.000e-02, eta: 4 days, 15:28:55, time: 1.863, data_time: 0.022, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7625, loss_cls: 2.0511, loss: 2.0511, grad_norm: 5.8169 2020-07-28 04:46:54,035 - mmaction - INFO - Epoch [40][2440/3757] lr: 1.000e-02, eta: 4 days, 15:28:17, time: 1.686, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0696, loss: 2.0696, grad_norm: 5.8302 2020-07-28 04:47:30,286 - mmaction - INFO - Epoch [40][2460/3757] lr: 1.000e-02, eta: 4 days, 15:27:43, time: 1.806, data_time: 0.008, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7672, loss_cls: 2.0216, loss: 2.0216, grad_norm: 5.6937 2020-07-28 04:48:05,063 - mmaction - INFO - Epoch [40][2480/3757] lr: 1.000e-02, eta: 4 days, 15:27:07, time: 1.745, data_time: 0.010, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7750, loss_cls: 1.9513, loss: 1.9513, grad_norm: 5.6464 2020-07-28 04:48:36,393 - mmaction - INFO - Epoch [40][2500/3757] lr: 1.000e-02, eta: 4 days, 15:26:25, time: 1.560, data_time: 0.021, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7562, loss_cls: 2.0204, loss: 2.0204, grad_norm: 5.7522 2020-07-28 04:49:15,375 - mmaction - INFO - Epoch [40][2520/3757] lr: 1.000e-02, eta: 4 days, 15:25:55, time: 1.955, data_time: 0.010, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7773, loss_cls: 1.9747, loss: 1.9747, grad_norm: 5.7446 2020-07-28 04:49:50,899 - mmaction - INFO - Epoch [40][2540/3757] lr: 1.000e-02, eta: 4 days, 15:25:20, time: 1.775, data_time: 0.008, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7898, loss_cls: 1.9380, loss: 1.9380, grad_norm: 5.6577 2020-07-28 04:50:28,221 - mmaction - INFO - Epoch [40][2560/3757] lr: 1.000e-02, eta: 4 days, 15:24:48, time: 1.863, data_time: 0.004, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7633, loss_cls: 2.0195, loss: 2.0195, grad_norm: 5.7571 2020-07-28 04:51:00,682 - mmaction - INFO - Epoch [40][2580/3757] lr: 1.000e-02, eta: 4 days, 15:24:08, time: 1.623, data_time: 0.011, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7742, loss_cls: 1.9694, loss: 1.9694, grad_norm: 5.6845 2020-07-28 04:51:35,644 - mmaction - INFO - Epoch [40][2600/3757] lr: 1.000e-02, eta: 4 days, 15:23:32, time: 1.746, data_time: 0.010, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7562, loss_cls: 2.0574, loss: 2.0574, grad_norm: 5.8164 2020-07-28 04:52:09,969 - mmaction - INFO - Epoch [40][2620/3757] lr: 1.000e-02, eta: 4 days, 15:22:55, time: 1.723, data_time: 0.010, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7703, loss_cls: 1.9964, loss: 1.9964, grad_norm: 5.6505 2020-07-28 04:52:47,347 - mmaction - INFO - Epoch [40][2640/3757] lr: 1.000e-02, eta: 4 days, 15:22:22, time: 1.867, data_time: 0.007, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7539, loss_cls: 2.0237, loss: 2.0237, grad_norm: 5.6231 2020-07-28 04:53:22,535 - mmaction - INFO - Epoch [40][2660/3757] lr: 1.000e-02, eta: 4 days, 15:21:46, time: 1.754, data_time: 0.005, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7758, loss_cls: 1.9564, loss: 1.9564, grad_norm: 5.6118 2020-07-28 04:53:58,663 - mmaction - INFO - Epoch [40][2680/3757] lr: 1.000e-02, eta: 4 days, 15:21:12, time: 1.811, data_time: 0.010, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7680, loss_cls: 1.9568, loss: 1.9568, grad_norm: 5.6306 2020-07-28 04:54:32,914 - mmaction - INFO - Epoch [40][2700/3757] lr: 1.000e-02, eta: 4 days, 15:20:35, time: 1.713, data_time: 0.009, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7703, loss_cls: 2.0049, loss: 2.0049, grad_norm: 5.7106 2020-07-28 04:55:07,605 - mmaction - INFO - Epoch [40][2720/3757] lr: 1.000e-02, eta: 4 days, 15:19:59, time: 1.734, data_time: 0.012, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7680, loss_cls: 2.0064, loss: 2.0064, grad_norm: 5.8650 2020-07-28 04:55:45,549 - mmaction - INFO - Epoch [40][2740/3757] lr: 1.000e-02, eta: 4 days, 15:19:27, time: 1.900, data_time: 0.011, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7672, loss_cls: 1.9506, loss: 1.9506, grad_norm: 5.7899 2020-07-28 04:56:17,655 - mmaction - INFO - Epoch [40][2760/3757] lr: 1.000e-02, eta: 4 days, 15:18:47, time: 1.603, data_time: 0.008, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7617, loss_cls: 2.0602, loss: 2.0602, grad_norm: 5.8521 2020-07-28 04:56:52,332 - mmaction - INFO - Epoch [40][2780/3757] lr: 1.000e-02, eta: 4 days, 15:18:10, time: 1.729, data_time: 0.011, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7633, loss_cls: 1.9988, loss: 1.9988, grad_norm: 5.8648 2020-07-28 04:57:29,824 - mmaction - INFO - Epoch [40][2800/3757] lr: 1.000e-02, eta: 4 days, 15:17:38, time: 1.881, data_time: 0.010, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7719, loss_cls: 2.0360, loss: 2.0360, grad_norm: 5.7676 2020-07-28 04:58:03,897 - mmaction - INFO - Epoch [40][2820/3757] lr: 1.000e-02, eta: 4 days, 15:17:01, time: 1.700, data_time: 0.007, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7516, loss_cls: 2.0877, loss: 2.0877, grad_norm: 5.8844 2020-07-28 04:58:38,570 - mmaction - INFO - Epoch [40][2840/3757] lr: 1.000e-02, eta: 4 days, 15:16:24, time: 1.734, data_time: 0.009, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 1.9366, loss: 1.9366, grad_norm: 5.5925 2020-07-28 04:59:13,421 - mmaction - INFO - Epoch [40][2860/3757] lr: 1.000e-02, eta: 4 days, 15:15:48, time: 1.745, data_time: 0.012, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7711, loss_cls: 1.9740, loss: 1.9740, grad_norm: 5.6736 2020-07-28 04:59:46,265 - mmaction - INFO - Epoch [40][2880/3757] lr: 1.000e-02, eta: 4 days, 15:15:09, time: 1.642, data_time: 0.003, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7461, loss_cls: 2.0987, loss: 2.0987, grad_norm: 5.9204 2020-07-28 05:00:20,639 - mmaction - INFO - Epoch [40][2900/3757] lr: 1.000e-02, eta: 4 days, 15:14:31, time: 1.703, data_time: 0.225, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7773, loss_cls: 1.9452, loss: 1.9452, grad_norm: 5.6910 2020-07-28 05:00:59,129 - mmaction - INFO - Epoch [40][2920/3757] lr: 1.000e-02, eta: 4 days, 15:14:01, time: 1.941, data_time: 0.194, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7688, loss_cls: 2.0627, loss: 2.0627, grad_norm: 5.9638 2020-07-28 05:01:34,202 - mmaction - INFO - Epoch [40][2940/3757] lr: 1.000e-02, eta: 4 days, 15:13:25, time: 1.748, data_time: 0.010, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7703, loss_cls: 2.0377, loss: 2.0377, grad_norm: 5.7128 2020-07-28 05:02:06,299 - mmaction - INFO - Epoch [40][2960/3757] lr: 1.000e-02, eta: 4 days, 15:12:45, time: 1.612, data_time: 0.043, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7773, loss_cls: 1.9251, loss: 1.9251, grad_norm: 5.7502 2020-07-28 05:02:42,274 - mmaction - INFO - Epoch [40][2980/3757] lr: 1.000e-02, eta: 4 days, 15:12:10, time: 1.791, data_time: 0.527, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7523, loss_cls: 2.0893, loss: 2.0893, grad_norm: 5.7549 2020-07-28 05:03:18,451 - mmaction - INFO - Epoch [40][3000/3757] lr: 1.000e-02, eta: 4 days, 15:11:36, time: 1.810, data_time: 0.022, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7484, loss_cls: 2.0434, loss: 2.0434, grad_norm: 5.7835 2020-07-28 05:03:52,964 - mmaction - INFO - Epoch [40][3020/3757] lr: 1.000e-02, eta: 4 days, 15:10:59, time: 1.732, data_time: 0.009, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7836, loss_cls: 2.0090, loss: 2.0090, grad_norm: 5.8494 2020-07-28 05:04:31,562 - mmaction - INFO - Epoch [40][3040/3757] lr: 1.000e-02, eta: 4 days, 15:10:29, time: 1.923, data_time: 0.009, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7516, loss_cls: 2.0567, loss: 2.0567, grad_norm: 5.7626 2020-07-28 05:05:05,427 - mmaction - INFO - Epoch [40][3060/3757] lr: 1.000e-02, eta: 4 days, 15:09:51, time: 1.700, data_time: 0.010, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7695, loss_cls: 1.9994, loss: 1.9994, grad_norm: 5.7404 2020-07-28 05:05:40,512 - mmaction - INFO - Epoch [40][3080/3757] lr: 1.000e-02, eta: 4 days, 15:09:15, time: 1.753, data_time: 0.003, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7805, loss_cls: 1.9804, loss: 1.9804, grad_norm: 5.7476 2020-07-28 05:06:16,094 - mmaction - INFO - Epoch [40][3100/3757] lr: 1.000e-02, eta: 4 days, 15:08:40, time: 1.776, data_time: 0.010, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7758, loss_cls: 2.0623, loss: 2.0623, grad_norm: 5.9135 2020-07-28 05:06:51,536 - mmaction - INFO - Epoch [40][3120/3757] lr: 1.000e-02, eta: 4 days, 15:08:05, time: 1.776, data_time: 0.012, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.0752, loss: 2.0752, grad_norm: 5.8256 2020-07-28 05:07:27,498 - mmaction - INFO - Epoch [40][3140/3757] lr: 1.000e-02, eta: 4 days, 15:07:30, time: 1.799, data_time: 0.004, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7578, loss_cls: 2.0074, loss: 2.0074, grad_norm: 5.6789 2020-07-28 05:08:04,596 - mmaction - INFO - Epoch [40][3160/3757] lr: 1.000e-02, eta: 4 days, 15:06:57, time: 1.854, data_time: 0.008, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7555, loss_cls: 2.0464, loss: 2.0464, grad_norm: 5.8149 2020-07-28 05:08:38,149 - mmaction - INFO - Epoch [40][3180/3757] lr: 1.000e-02, eta: 4 days, 15:06:19, time: 1.680, data_time: 0.004, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7672, loss_cls: 2.0053, loss: 2.0053, grad_norm: 5.6736 2020-07-28 05:09:13,863 - mmaction - INFO - Epoch [40][3200/3757] lr: 1.000e-02, eta: 4 days, 15:05:44, time: 1.782, data_time: 0.007, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7727, loss_cls: 2.0267, loss: 2.0267, grad_norm: 5.7654 2020-07-28 05:09:51,041 - mmaction - INFO - Epoch [40][3220/3757] lr: 1.000e-02, eta: 4 days, 15:05:12, time: 1.861, data_time: 0.024, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7602, loss_cls: 1.9760, loss: 1.9760, grad_norm: 5.7215 2020-07-28 05:10:22,074 - mmaction - INFO - Epoch [40][3240/3757] lr: 1.000e-02, eta: 4 days, 15:04:30, time: 1.552, data_time: 0.006, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7773, loss_cls: 1.9854, loss: 1.9854, grad_norm: 5.7717 2020-07-28 05:10:56,173 - mmaction - INFO - Epoch [40][3260/3757] lr: 1.000e-02, eta: 4 days, 15:03:52, time: 1.706, data_time: 0.090, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0268, loss: 2.0268, grad_norm: 5.6380 2020-07-28 05:11:31,341 - mmaction - INFO - Epoch [40][3280/3757] lr: 1.000e-02, eta: 4 days, 15:03:16, time: 1.752, data_time: 0.029, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.0900, loss: 2.0900, grad_norm: 5.8220 2020-07-28 05:12:07,720 - mmaction - INFO - Epoch [40][3300/3757] lr: 1.000e-02, eta: 4 days, 15:02:43, time: 1.824, data_time: 0.047, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7773, loss_cls: 1.9772, loss: 1.9772, grad_norm: 5.6358 2020-07-28 05:12:43,803 - mmaction - INFO - Epoch [40][3320/3757] lr: 1.000e-02, eta: 4 days, 15:02:08, time: 1.802, data_time: 1.102, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7727, loss_cls: 1.9851, loss: 1.9851, grad_norm: 5.6518 2020-07-28 05:13:16,334 - mmaction - INFO - Epoch [40][3340/3757] lr: 1.000e-02, eta: 4 days, 15:01:28, time: 1.626, data_time: 1.047, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7477, loss_cls: 2.0394, loss: 2.0394, grad_norm: 5.8961 2020-07-28 05:13:52,315 - mmaction - INFO - Epoch [40][3360/3757] lr: 1.000e-02, eta: 4 days, 15:00:54, time: 1.802, data_time: 0.788, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7781, loss_cls: 1.9649, loss: 1.9649, grad_norm: 5.7671 2020-07-28 05:14:27,626 - mmaction - INFO - Epoch [40][3380/3757] lr: 1.000e-02, eta: 4 days, 15:00:18, time: 1.764, data_time: 1.186, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7750, loss_cls: 1.9834, loss: 1.9834, grad_norm: 5.7739 2020-07-28 05:15:01,241 - mmaction - INFO - Epoch [40][3400/3757] lr: 1.000e-02, eta: 4 days, 14:59:40, time: 1.682, data_time: 0.841, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7742, loss_cls: 1.9958, loss: 1.9958, grad_norm: 5.7872 2020-07-28 05:15:36,524 - mmaction - INFO - Epoch [40][3420/3757] lr: 1.000e-02, eta: 4 days, 14:59:05, time: 1.765, data_time: 0.266, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7656, loss_cls: 1.9391, loss: 1.9391, grad_norm: 5.6727 2020-07-28 05:16:11,925 - mmaction - INFO - Epoch [40][3440/3757] lr: 1.000e-02, eta: 4 days, 14:58:29, time: 1.770, data_time: 0.003, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.0704, loss: 2.0704, grad_norm: 5.8271 2020-07-28 05:16:46,093 - mmaction - INFO - Epoch [40][3460/3757] lr: 1.000e-02, eta: 4 days, 14:57:52, time: 1.698, data_time: 0.007, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7734, loss_cls: 1.9814, loss: 1.9814, grad_norm: 5.6356 2020-07-28 05:17:21,871 - mmaction - INFO - Epoch [40][3480/3757] lr: 1.000e-02, eta: 4 days, 14:57:17, time: 1.799, data_time: 0.151, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7469, loss_cls: 2.0816, loss: 2.0816, grad_norm: 5.7394 2020-07-28 05:17:57,556 - mmaction - INFO - Epoch [40][3500/3757] lr: 1.000e-02, eta: 4 days, 14:56:42, time: 1.780, data_time: 0.251, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 2.0420, loss: 2.0420, grad_norm: 5.6662 2020-07-28 05:18:31,706 - mmaction - INFO - Epoch [40][3520/3757] lr: 1.000e-02, eta: 4 days, 14:56:05, time: 1.711, data_time: 0.432, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7680, loss_cls: 2.0198, loss: 2.0198, grad_norm: 5.7400 2020-07-28 05:19:05,840 - mmaction - INFO - Epoch [40][3540/3757] lr: 1.000e-02, eta: 4 days, 14:55:28, time: 1.706, data_time: 0.021, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.0770, loss: 2.0770, grad_norm: 5.8433 2020-07-28 05:19:43,189 - mmaction - INFO - Epoch [40][3560/3757] lr: 1.000e-02, eta: 4 days, 14:54:55, time: 1.860, data_time: 0.047, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7680, loss_cls: 2.0343, loss: 2.0343, grad_norm: 5.8392 2020-07-28 05:20:19,727 - mmaction - INFO - Epoch [40][3580/3757] lr: 1.000e-02, eta: 4 days, 14:54:21, time: 1.828, data_time: 0.170, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7742, loss_cls: 1.9902, loss: 1.9902, grad_norm: 5.7209 2020-07-28 05:20:55,268 - mmaction - INFO - Epoch [40][3600/3757] lr: 1.000e-02, eta: 4 days, 14:53:46, time: 1.778, data_time: 0.097, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7781, loss_cls: 1.9997, loss: 1.9997, grad_norm: 5.7208 2020-07-28 05:21:28,789 - mmaction - INFO - Epoch [40][3620/3757] lr: 1.000e-02, eta: 4 days, 14:53:08, time: 1.679, data_time: 0.014, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7586, loss_cls: 2.0517, loss: 2.0517, grad_norm: 5.7599 2020-07-28 05:22:04,576 - mmaction - INFO - Epoch [40][3640/3757] lr: 1.000e-02, eta: 4 days, 14:52:33, time: 1.784, data_time: 0.202, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7555, loss_cls: 2.0573, loss: 2.0573, grad_norm: 5.7755 2020-07-28 05:22:39,046 - mmaction - INFO - Epoch [40][3660/3757] lr: 1.000e-02, eta: 4 days, 14:51:57, time: 1.732, data_time: 0.606, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7570, loss_cls: 2.0362, loss: 2.0362, grad_norm: 5.7170 2020-07-28 05:23:15,077 - mmaction - INFO - Epoch [40][3680/3757] lr: 1.000e-02, eta: 4 days, 14:51:22, time: 1.802, data_time: 0.839, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7688, loss_cls: 1.9856, loss: 1.9856, grad_norm: 5.6263 2020-07-28 05:23:49,234 - mmaction - INFO - Epoch [40][3700/3757] lr: 1.000e-02, eta: 4 days, 14:50:45, time: 1.707, data_time: 0.013, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7891, loss_cls: 1.9063, loss: 1.9063, grad_norm: 5.6376 2020-07-28 05:24:25,022 - mmaction - INFO - Epoch [40][3720/3757] lr: 1.000e-02, eta: 4 days, 14:50:10, time: 1.790, data_time: 0.024, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7672, loss_cls: 1.9848, loss: 1.9848, grad_norm: 5.5614 2020-07-28 05:25:03,266 - mmaction - INFO - Epoch [40][3740/3757] lr: 1.000e-02, eta: 4 days, 14:49:39, time: 1.912, data_time: 0.020, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7727, loss_cls: 1.9462, loss: 1.9462, grad_norm: 5.5601 2020-07-28 05:25:25,891 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-07-28 05:26:18,112 - mmaction - INFO - Epoch [41][20/3757] lr: 1.000e-03, eta: 4 days, 14:48:12, time: 2.547, data_time: 1.655, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7711, loss_cls: 2.0114, loss: 2.0114, grad_norm: 5.6758 2020-07-28 05:26:54,858 - mmaction - INFO - Epoch [41][40/3757] lr: 1.000e-03, eta: 4 days, 14:47:38, time: 1.832, data_time: 1.258, memory: 5170, top1_acc: 0.5648, top5_acc: 0.7930, loss_cls: 1.8229, loss: 1.8229, grad_norm: 5.3862 2020-07-28 05:27:28,005 - mmaction - INFO - Epoch [41][60/3757] lr: 1.000e-03, eta: 4 days, 14:47:00, time: 1.662, data_time: 0.747, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7883, loss_cls: 1.8548, loss: 1.8548, grad_norm: 5.3385 2020-07-28 05:28:05,870 - mmaction - INFO - Epoch [41][80/3757] lr: 1.000e-03, eta: 4 days, 14:46:28, time: 1.889, data_time: 0.546, memory: 5170, top1_acc: 0.5766, top5_acc: 0.7820, loss_cls: 1.8715, loss: 1.8715, grad_norm: 5.2952 2020-07-28 05:28:39,421 - mmaction - INFO - Epoch [41][100/3757] lr: 1.000e-03, eta: 4 days, 14:45:50, time: 1.680, data_time: 0.018, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7883, loss_cls: 1.9467, loss: 1.9467, grad_norm: 5.5515 2020-07-28 05:29:16,370 - mmaction - INFO - Epoch [41][120/3757] lr: 1.000e-03, eta: 4 days, 14:45:17, time: 1.850, data_time: 0.004, memory: 5170, top1_acc: 0.5922, top5_acc: 0.7883, loss_cls: 1.8622, loss: 1.8622, grad_norm: 5.3583 2020-07-28 05:29:52,478 - mmaction - INFO - Epoch [41][140/3757] lr: 1.000e-03, eta: 4 days, 14:44:42, time: 1.802, data_time: 0.179, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7820, loss_cls: 1.8715, loss: 1.8715, grad_norm: 5.3908 2020-07-28 05:30:27,755 - mmaction - INFO - Epoch [41][160/3757] lr: 1.000e-03, eta: 4 days, 14:44:07, time: 1.757, data_time: 0.836, memory: 5170, top1_acc: 0.5805, top5_acc: 0.7992, loss_cls: 1.7591, loss: 1.7591, grad_norm: 5.4515 2020-07-28 05:31:03,775 - mmaction - INFO - Epoch [41][180/3757] lr: 1.000e-03, eta: 4 days, 14:43:32, time: 1.805, data_time: 0.939, memory: 5170, top1_acc: 0.5898, top5_acc: 0.8047, loss_cls: 1.7666, loss: 1.7666, grad_norm: 5.3517 2020-07-28 05:31:36,902 - mmaction - INFO - Epoch [41][200/3757] lr: 1.000e-03, eta: 4 days, 14:42:54, time: 1.662, data_time: 0.859, memory: 5170, top1_acc: 0.5891, top5_acc: 0.7984, loss_cls: 1.7867, loss: 1.7867, grad_norm: 5.4461 2020-07-28 05:32:14,555 - mmaction - INFO - Epoch [41][220/3757] lr: 1.000e-03, eta: 4 days, 14:42:22, time: 1.881, data_time: 0.741, memory: 5170, top1_acc: 0.5758, top5_acc: 0.7852, loss_cls: 1.8094, loss: 1.8094, grad_norm: 5.4887 2020-07-28 05:32:51,564 - mmaction - INFO - Epoch [41][240/3757] lr: 1.000e-03, eta: 4 days, 14:41:48, time: 1.844, data_time: 0.107, memory: 5170, top1_acc: 0.5687, top5_acc: 0.7930, loss_cls: 1.8307, loss: 1.8307, grad_norm: 5.3215 2020-07-28 05:33:22,960 - mmaction - INFO - Epoch [41][260/3757] lr: 1.000e-03, eta: 4 days, 14:41:07, time: 1.569, data_time: 0.010, memory: 5170, top1_acc: 0.5898, top5_acc: 0.7992, loss_cls: 1.7471, loss: 1.7471, grad_norm: 5.3248 2020-07-28 05:33:59,233 - mmaction - INFO - Epoch [41][280/3757] lr: 1.000e-03, eta: 4 days, 14:40:33, time: 1.823, data_time: 0.054, memory: 5170, top1_acc: 0.5641, top5_acc: 0.7977, loss_cls: 1.8281, loss: 1.8281, grad_norm: 5.3417 2020-07-28 05:34:36,200 - mmaction - INFO - Epoch [41][300/3757] lr: 1.000e-03, eta: 4 days, 14:40:00, time: 1.849, data_time: 0.007, memory: 5170, top1_acc: 0.5914, top5_acc: 0.7852, loss_cls: 1.7810, loss: 1.7810, grad_norm: 5.2469 2020-07-28 05:35:05,494 - mmaction - INFO - Epoch [41][320/3757] lr: 1.000e-03, eta: 4 days, 14:39:16, time: 1.465, data_time: 0.251, memory: 5170, top1_acc: 0.5766, top5_acc: 0.7953, loss_cls: 1.8203, loss: 1.8203, grad_norm: 5.4403 2020-07-28 05:35:44,718 - mmaction - INFO - Epoch [41][340/3757] lr: 1.000e-03, eta: 4 days, 14:38:46, time: 1.957, data_time: 0.821, memory: 5170, top1_acc: 0.5969, top5_acc: 0.8109, loss_cls: 1.7162, loss: 1.7162, grad_norm: 5.2625 2020-07-28 05:36:18,599 - mmaction - INFO - Epoch [41][360/3757] lr: 1.000e-03, eta: 4 days, 14:38:08, time: 1.697, data_time: 0.525, memory: 5170, top1_acc: 0.5781, top5_acc: 0.8180, loss_cls: 1.7187, loss: 1.7187, grad_norm: 5.2628 2020-07-28 05:36:52,574 - mmaction - INFO - Epoch [41][380/3757] lr: 1.000e-03, eta: 4 days, 14:37:31, time: 1.698, data_time: 0.980, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8258, loss_cls: 1.6779, loss: 1.6779, grad_norm: 5.3392 2020-07-28 05:37:28,111 - mmaction - INFO - Epoch [41][400/3757] lr: 1.000e-03, eta: 4 days, 14:36:55, time: 1.773, data_time: 0.474, memory: 5170, top1_acc: 0.5719, top5_acc: 0.7867, loss_cls: 1.8474, loss: 1.8474, grad_norm: 5.5904 2020-07-28 05:38:03,745 - mmaction - INFO - Epoch [41][420/3757] lr: 1.000e-03, eta: 4 days, 14:36:20, time: 1.785, data_time: 0.576, memory: 5170, top1_acc: 0.5656, top5_acc: 0.8141, loss_cls: 1.7458, loss: 1.7458, grad_norm: 5.4874 2020-07-28 05:38:41,200 - mmaction - INFO - Epoch [41][440/3757] lr: 1.000e-03, eta: 4 days, 14:35:48, time: 1.870, data_time: 0.098, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8063, loss_cls: 1.7198, loss: 1.7198, grad_norm: 5.4318 2020-07-28 05:39:16,840 - mmaction - INFO - Epoch [41][460/3757] lr: 1.000e-03, eta: 4 days, 14:35:13, time: 1.784, data_time: 0.010, memory: 5170, top1_acc: 0.5922, top5_acc: 0.7969, loss_cls: 1.7536, loss: 1.7536, grad_norm: 5.5350 2020-07-28 05:39:47,777 - mmaction - INFO - Epoch [41][480/3757] lr: 1.000e-03, eta: 4 days, 14:34:31, time: 1.549, data_time: 0.008, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8008, loss_cls: 1.7212, loss: 1.7212, grad_norm: 5.4500 2020-07-28 05:40:25,003 - mmaction - INFO - Epoch [41][500/3757] lr: 1.000e-03, eta: 4 days, 14:33:58, time: 1.858, data_time: 0.014, memory: 5170, top1_acc: 0.5797, top5_acc: 0.8063, loss_cls: 1.7419, loss: 1.7419, grad_norm: 5.4227 2020-07-28 05:41:00,772 - mmaction - INFO - Epoch [41][520/3757] lr: 1.000e-03, eta: 4 days, 14:33:24, time: 1.789, data_time: 0.040, memory: 5170, top1_acc: 0.5750, top5_acc: 0.7984, loss_cls: 1.8131, loss: 1.8131, grad_norm: 5.4514 2020-07-28 05:41:36,844 - mmaction - INFO - Epoch [41][540/3757] lr: 1.000e-03, eta: 4 days, 14:32:49, time: 1.802, data_time: 0.251, memory: 5170, top1_acc: 0.5813, top5_acc: 0.7992, loss_cls: 1.8154, loss: 1.8154, grad_norm: 5.6265 2020-07-28 05:42:11,388 - mmaction - INFO - Epoch [41][560/3757] lr: 1.000e-03, eta: 4 days, 14:32:13, time: 1.729, data_time: 0.367, memory: 5170, top1_acc: 0.5797, top5_acc: 0.8086, loss_cls: 1.7560, loss: 1.7560, grad_norm: 5.3426 2020-07-28 05:42:46,416 - mmaction - INFO - Epoch [41][580/3757] lr: 1.000e-03, eta: 4 days, 14:31:37, time: 1.753, data_time: 1.018, memory: 5170, top1_acc: 0.5953, top5_acc: 0.8094, loss_cls: 1.7149, loss: 1.7149, grad_norm: 5.5556 2020-07-28 05:43:28,535 - mmaction - INFO - Epoch [41][600/3757] lr: 1.000e-03, eta: 4 days, 14:31:11, time: 2.100, data_time: 0.361, memory: 5170, top1_acc: 0.5727, top5_acc: 0.7875, loss_cls: 1.8398, loss: 1.8398, grad_norm: 5.4804 2020-07-28 05:44:01,124 - mmaction - INFO - Epoch [41][620/3757] lr: 1.000e-03, eta: 4 days, 14:30:32, time: 1.634, data_time: 0.009, memory: 5170, top1_acc: 0.5836, top5_acc: 0.7984, loss_cls: 1.7595, loss: 1.7595, grad_norm: 5.5416 2020-07-28 05:44:36,871 - mmaction - INFO - Epoch [41][640/3757] lr: 1.000e-03, eta: 4 days, 14:29:57, time: 1.787, data_time: 0.011, memory: 5170, top1_acc: 0.5805, top5_acc: 0.7977, loss_cls: 1.7648, loss: 1.7648, grad_norm: 5.3632 2020-07-28 05:45:14,049 - mmaction - INFO - Epoch [41][660/3757] lr: 1.000e-03, eta: 4 days, 14:29:24, time: 1.857, data_time: 0.042, memory: 5170, top1_acc: 0.5883, top5_acc: 0.8164, loss_cls: 1.7526, loss: 1.7526, grad_norm: 5.3762 2020-07-28 05:45:49,906 - mmaction - INFO - Epoch [41][680/3757] lr: 1.000e-03, eta: 4 days, 14:28:49, time: 1.794, data_time: 0.009, memory: 5170, top1_acc: 0.5758, top5_acc: 0.7930, loss_cls: 1.7480, loss: 1.7480, grad_norm: 5.5407 2020-07-28 05:46:21,964 - mmaction - INFO - Epoch [41][700/3757] lr: 1.000e-03, eta: 4 days, 14:28:09, time: 1.599, data_time: 0.009, memory: 5170, top1_acc: 0.5734, top5_acc: 0.8000, loss_cls: 1.7697, loss: 1.7697, grad_norm: 5.3665 2020-07-28 05:46:56,566 - mmaction - INFO - Epoch [41][720/3757] lr: 1.000e-03, eta: 4 days, 14:27:32, time: 1.736, data_time: 0.014, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8063, loss_cls: 1.6935, loss: 1.6935, grad_norm: 5.4174 2020-07-28 05:47:32,127 - mmaction - INFO - Epoch [41][740/3757] lr: 1.000e-03, eta: 4 days, 14:26:57, time: 1.775, data_time: 0.008, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8023, loss_cls: 1.7092, loss: 1.7092, grad_norm: 5.3774 2020-07-28 05:48:08,052 - mmaction - INFO - Epoch [41][760/3757] lr: 1.000e-03, eta: 4 days, 14:26:22, time: 1.794, data_time: 0.009, memory: 5170, top1_acc: 0.5773, top5_acc: 0.7852, loss_cls: 1.8081, loss: 1.8081, grad_norm: 5.4123 2020-07-28 05:48:43,434 - mmaction - INFO - Epoch [41][780/3757] lr: 1.000e-03, eta: 4 days, 14:25:47, time: 1.774, data_time: 0.009, memory: 5170, top1_acc: 0.5938, top5_acc: 0.8047, loss_cls: 1.6945, loss: 1.6945, grad_norm: 5.2902 2020-07-28 05:49:17,710 - mmaction - INFO - Epoch [41][800/3757] lr: 1.000e-03, eta: 4 days, 14:25:10, time: 1.713, data_time: 0.009, memory: 5170, top1_acc: 0.5898, top5_acc: 0.8180, loss_cls: 1.7193, loss: 1.7193, grad_norm: 5.4779 2020-07-28 05:49:55,656 - mmaction - INFO - Epoch [41][820/3757] lr: 1.000e-03, eta: 4 days, 14:24:39, time: 1.899, data_time: 0.007, memory: 5170, top1_acc: 0.5867, top5_acc: 0.7945, loss_cls: 1.8206, loss: 1.8206, grad_norm: 5.5882 2020-07-28 05:50:30,576 - mmaction - INFO - Epoch [41][840/3757] lr: 1.000e-03, eta: 4 days, 14:24:02, time: 1.745, data_time: 0.007, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8164, loss_cls: 1.6426, loss: 1.6426, grad_norm: 5.3002 2020-07-28 05:51:04,831 - mmaction - INFO - Epoch [41][860/3757] lr: 1.000e-03, eta: 4 days, 14:23:25, time: 1.711, data_time: 0.067, memory: 5170, top1_acc: 0.5867, top5_acc: 0.8219, loss_cls: 1.7098, loss: 1.7098, grad_norm: 5.3934 2020-07-28 05:51:38,483 - mmaction - INFO - Epoch [41][880/3757] lr: 1.000e-03, eta: 4 days, 14:22:47, time: 1.686, data_time: 0.007, memory: 5170, top1_acc: 0.5859, top5_acc: 0.7977, loss_cls: 1.7574, loss: 1.7574, grad_norm: 5.3444 2020-07-28 05:52:13,688 - mmaction - INFO - Epoch [41][900/3757] lr: 1.000e-03, eta: 4 days, 14:22:12, time: 1.759, data_time: 0.007, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8164, loss_cls: 1.7326, loss: 1.7326, grad_norm: 5.5165 2020-07-28 05:52:47,858 - mmaction - INFO - Epoch [41][920/3757] lr: 1.000e-03, eta: 4 days, 14:21:34, time: 1.704, data_time: 0.006, memory: 5170, top1_acc: 0.5859, top5_acc: 0.8195, loss_cls: 1.6870, loss: 1.6870, grad_norm: 5.4624 2020-07-28 05:53:23,059 - mmaction - INFO - Epoch [41][940/3757] lr: 1.000e-03, eta: 4 days, 14:20:59, time: 1.760, data_time: 0.502, memory: 5170, top1_acc: 0.5906, top5_acc: 0.8086, loss_cls: 1.7013, loss: 1.7013, grad_norm: 5.4671 2020-07-28 05:53:59,089 - mmaction - INFO - Epoch [41][960/3757] lr: 1.000e-03, eta: 4 days, 14:20:24, time: 1.805, data_time: 1.193, memory: 5170, top1_acc: 0.5906, top5_acc: 0.8164, loss_cls: 1.7015, loss: 1.7015, grad_norm: 5.5107 2020-07-28 05:54:35,310 - mmaction - INFO - Epoch [41][980/3757] lr: 1.000e-03, eta: 4 days, 14:19:50, time: 1.806, data_time: 0.816, memory: 5170, top1_acc: 0.5867, top5_acc: 0.8039, loss_cls: 1.7218, loss: 1.7218, grad_norm: 5.4661 2020-07-28 05:55:12,941 - mmaction - INFO - Epoch [41][1000/3757] lr: 1.000e-03, eta: 4 days, 14:19:18, time: 1.882, data_time: 0.353, memory: 5170, top1_acc: 0.5891, top5_acc: 0.8156, loss_cls: 1.7157, loss: 1.7157, grad_norm: 5.4606 2020-07-28 05:55:46,710 - mmaction - INFO - Epoch [41][1020/3757] lr: 1.000e-03, eta: 4 days, 14:18:40, time: 1.693, data_time: 0.329, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8305, loss_cls: 1.6394, loss: 1.6394, grad_norm: 5.4715 2020-07-28 05:56:21,592 - mmaction - INFO - Epoch [41][1040/3757] lr: 1.000e-03, eta: 4 days, 14:18:04, time: 1.740, data_time: 0.009, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8156, loss_cls: 1.6143, loss: 1.6143, grad_norm: 5.3015 2020-07-28 05:56:58,069 - mmaction - INFO - Epoch [41][1060/3757] lr: 1.000e-03, eta: 4 days, 14:17:30, time: 1.830, data_time: 0.670, memory: 5170, top1_acc: 0.5938, top5_acc: 0.7852, loss_cls: 1.7688, loss: 1.7688, grad_norm: 5.4252 2020-07-28 05:57:33,762 - mmaction - INFO - Epoch [41][1080/3757] lr: 1.000e-03, eta: 4 days, 14:16:55, time: 1.778, data_time: 0.609, memory: 5170, top1_acc: 0.5852, top5_acc: 0.8039, loss_cls: 1.7652, loss: 1.7652, grad_norm: 5.5276 2020-07-28 05:58:07,937 - mmaction - INFO - Epoch [41][1100/3757] lr: 1.000e-03, eta: 4 days, 14:16:18, time: 1.715, data_time: 0.601, memory: 5170, top1_acc: 0.5938, top5_acc: 0.7969, loss_cls: 1.7398, loss: 1.7398, grad_norm: 5.6194 2020-07-28 05:58:39,655 - mmaction - INFO - Epoch [41][1120/3757] lr: 1.000e-03, eta: 4 days, 14:15:37, time: 1.586, data_time: 0.429, memory: 5170, top1_acc: 0.5680, top5_acc: 0.7969, loss_cls: 1.8031, loss: 1.8031, grad_norm: 5.6019 2020-07-28 05:59:15,859 - mmaction - INFO - Epoch [41][1140/3757] lr: 1.000e-03, eta: 4 days, 14:15:03, time: 1.810, data_time: 0.128, memory: 5170, top1_acc: 0.5922, top5_acc: 0.7945, loss_cls: 1.7486, loss: 1.7486, grad_norm: 5.4594 2020-07-28 05:59:49,245 - mmaction - INFO - Epoch [41][1160/3757] lr: 1.000e-03, eta: 4 days, 14:14:25, time: 1.662, data_time: 0.014, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8203, loss_cls: 1.6776, loss: 1.6776, grad_norm: 5.5727 2020-07-28 06:00:25,798 - mmaction - INFO - Epoch [41][1180/3757] lr: 1.000e-03, eta: 4 days, 14:13:51, time: 1.815, data_time: 0.271, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8258, loss_cls: 1.6245, loss: 1.6245, grad_norm: 5.3703 2020-07-28 06:01:00,247 - mmaction - INFO - Epoch [41][1200/3757] lr: 1.000e-03, eta: 4 days, 14:13:14, time: 1.740, data_time: 0.094, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.6532, loss: 1.6532, grad_norm: 5.4434 2020-07-28 06:01:34,033 - mmaction - INFO - Epoch [41][1220/3757] lr: 1.000e-03, eta: 4 days, 14:12:36, time: 1.682, data_time: 0.189, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8359, loss_cls: 1.5941, loss: 1.5941, grad_norm: 5.4708 2020-07-28 06:02:08,736 - mmaction - INFO - Epoch [41][1240/3757] lr: 1.000e-03, eta: 4 days, 14:12:00, time: 1.743, data_time: 0.070, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8141, loss_cls: 1.7000, loss: 1.7000, grad_norm: 5.4804 2020-07-28 06:02:44,682 - mmaction - INFO - Epoch [41][1260/3757] lr: 1.000e-03, eta: 4 days, 14:11:26, time: 1.798, data_time: 0.008, memory: 5170, top1_acc: 0.5891, top5_acc: 0.8039, loss_cls: 1.7155, loss: 1.7155, grad_norm: 5.4790 2020-07-28 06:03:20,271 - mmaction - INFO - Epoch [41][1280/3757] lr: 1.000e-03, eta: 4 days, 14:10:50, time: 1.771, data_time: 0.003, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8180, loss_cls: 1.6759, loss: 1.6759, grad_norm: 5.3842 2020-07-28 06:03:53,519 - mmaction - INFO - Epoch [41][1300/3757] lr: 1.000e-03, eta: 4 days, 14:10:12, time: 1.670, data_time: 0.036, memory: 5170, top1_acc: 0.5953, top5_acc: 0.8180, loss_cls: 1.7153, loss: 1.7153, grad_norm: 5.6421 2020-07-28 06:04:29,346 - mmaction - INFO - Epoch [41][1320/3757] lr: 1.000e-03, eta: 4 days, 14:09:37, time: 1.787, data_time: 0.099, memory: 5170, top1_acc: 0.5891, top5_acc: 0.8320, loss_cls: 1.6540, loss: 1.6540, grad_norm: 5.5442 2020-07-28 06:05:07,527 - mmaction - INFO - Epoch [41][1340/3757] lr: 1.000e-03, eta: 4 days, 14:09:06, time: 1.913, data_time: 0.011, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8086, loss_cls: 1.6867, loss: 1.6867, grad_norm: 5.4336 2020-07-28 06:05:42,024 - mmaction - INFO - Epoch [41][1360/3757] lr: 1.000e-03, eta: 4 days, 14:08:29, time: 1.726, data_time: 0.017, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8211, loss_cls: 1.6255, loss: 1.6255, grad_norm: 5.3912 2020-07-28 06:06:17,183 - mmaction - INFO - Epoch [41][1380/3757] lr: 1.000e-03, eta: 4 days, 14:07:53, time: 1.753, data_time: 0.008, memory: 5170, top1_acc: 0.5820, top5_acc: 0.8008, loss_cls: 1.7660, loss: 1.7660, grad_norm: 5.6760 2020-07-28 06:06:49,760 - mmaction - INFO - Epoch [41][1400/3757] lr: 1.000e-03, eta: 4 days, 14:07:14, time: 1.634, data_time: 0.010, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8211, loss_cls: 1.6662, loss: 1.6662, grad_norm: 5.6046 2020-07-28 06:07:24,015 - mmaction - INFO - Epoch [41][1420/3757] lr: 1.000e-03, eta: 4 days, 14:06:37, time: 1.713, data_time: 0.096, memory: 5170, top1_acc: 0.5930, top5_acc: 0.8172, loss_cls: 1.7069, loss: 1.7069, grad_norm: 5.7116 2020-07-28 06:08:00,267 - mmaction - INFO - Epoch [41][1440/3757] lr: 1.000e-03, eta: 4 days, 14:06:03, time: 1.812, data_time: 0.055, memory: 5170, top1_acc: 0.5859, top5_acc: 0.8156, loss_cls: 1.7342, loss: 1.7342, grad_norm: 5.5990 2020-07-28 06:08:34,622 - mmaction - INFO - Epoch [41][1460/3757] lr: 1.000e-03, eta: 4 days, 14:05:26, time: 1.714, data_time: 0.008, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8203, loss_cls: 1.6305, loss: 1.6305, grad_norm: 5.4972 2020-07-28 06:09:08,774 - mmaction - INFO - Epoch [41][1480/3757] lr: 1.000e-03, eta: 4 days, 14:04:49, time: 1.712, data_time: 0.123, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8125, loss_cls: 1.7022, loss: 1.7022, grad_norm: 5.5276 2020-07-28 06:09:47,545 - mmaction - INFO - Epoch [41][1500/3757] lr: 1.000e-03, eta: 4 days, 14:04:18, time: 1.938, data_time: 0.006, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8313, loss_cls: 1.5937, loss: 1.5937, grad_norm: 5.3834 2020-07-28 06:10:18,516 - mmaction - INFO - Epoch [41][1520/3757] lr: 1.000e-03, eta: 4 days, 14:03:36, time: 1.549, data_time: 0.004, memory: 5170, top1_acc: 0.5875, top5_acc: 0.8234, loss_cls: 1.6872, loss: 1.6872, grad_norm: 5.6312 2020-07-28 06:10:54,388 - mmaction - INFO - Epoch [41][1540/3757] lr: 1.000e-03, eta: 4 days, 14:03:02, time: 1.794, data_time: 0.441, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8055, loss_cls: 1.7072, loss: 1.7072, grad_norm: 5.6238 2020-07-28 06:11:28,566 - mmaction - INFO - Epoch [41][1560/3757] lr: 1.000e-03, eta: 4 days, 14:02:24, time: 1.706, data_time: 0.574, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8242, loss_cls: 1.6679, loss: 1.6679, grad_norm: 5.5660 2020-07-28 06:12:05,721 - mmaction - INFO - Epoch [41][1580/3757] lr: 1.000e-03, eta: 4 days, 14:01:52, time: 1.861, data_time: 0.008, memory: 5170, top1_acc: 0.6008, top5_acc: 0.7984, loss_cls: 1.7184, loss: 1.7184, grad_norm: 5.5606 2020-07-28 06:12:41,127 - mmaction - INFO - Epoch [41][1600/3757] lr: 1.000e-03, eta: 4 days, 14:01:16, time: 1.770, data_time: 0.006, memory: 5170, top1_acc: 0.5969, top5_acc: 0.8148, loss_cls: 1.6781, loss: 1.6781, grad_norm: 5.5775 2020-07-28 06:13:18,103 - mmaction - INFO - Epoch [41][1620/3757] lr: 1.000e-03, eta: 4 days, 14:00:43, time: 1.849, data_time: 0.002, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8047, loss_cls: 1.6903, loss: 1.6903, grad_norm: 5.5107 2020-07-28 06:13:51,425 - mmaction - INFO - Epoch [41][1640/3757] lr: 1.000e-03, eta: 4 days, 14:00:05, time: 1.666, data_time: 0.002, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8227, loss_cls: 1.6188, loss: 1.6188, grad_norm: 5.4041 2020-07-28 06:14:29,874 - mmaction - INFO - Epoch [41][1660/3757] lr: 1.000e-03, eta: 4 days, 13:59:34, time: 1.918, data_time: 0.008, memory: 5170, top1_acc: 0.5922, top5_acc: 0.8023, loss_cls: 1.7686, loss: 1.7686, grad_norm: 5.6613 2020-07-28 06:15:01,487 - mmaction - INFO - Epoch [41][1680/3757] lr: 1.000e-03, eta: 4 days, 13:58:53, time: 1.584, data_time: 0.081, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8148, loss_cls: 1.7055, loss: 1.7055, grad_norm: 5.5784 2020-07-28 06:15:34,969 - mmaction - INFO - Epoch [41][1700/3757] lr: 1.000e-03, eta: 4 days, 13:58:15, time: 1.671, data_time: 0.820, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5686, loss: 1.5686, grad_norm: 5.3599 2020-07-28 06:16:11,359 - mmaction - INFO - Epoch [41][1720/3757] lr: 1.000e-03, eta: 4 days, 13:57:41, time: 1.821, data_time: 0.908, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8156, loss_cls: 1.7025, loss: 1.7025, grad_norm: 5.5994 2020-07-28 06:16:44,749 - mmaction - INFO - Epoch [41][1740/3757] lr: 1.000e-03, eta: 4 days, 13:57:02, time: 1.666, data_time: 0.406, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8258, loss_cls: 1.5880, loss: 1.5880, grad_norm: 5.3412 2020-07-28 06:17:18,723 - mmaction - INFO - Epoch [41][1760/3757] lr: 1.000e-03, eta: 4 days, 13:56:25, time: 1.702, data_time: 0.228, memory: 5170, top1_acc: 0.5844, top5_acc: 0.8016, loss_cls: 1.7632, loss: 1.7632, grad_norm: 5.6103 2020-07-28 06:17:53,362 - mmaction - INFO - Epoch [41][1780/3757] lr: 1.000e-03, eta: 4 days, 13:55:48, time: 1.725, data_time: 0.025, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8266, loss_cls: 1.6399, loss: 1.6399, grad_norm: 5.5289 2020-07-28 06:18:28,703 - mmaction - INFO - Epoch [41][1800/3757] lr: 1.000e-03, eta: 4 days, 13:55:13, time: 1.776, data_time: 0.021, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6871, loss: 1.6871, grad_norm: 5.6736 2020-07-28 06:19:02,566 - mmaction - INFO - Epoch [41][1820/3757] lr: 1.000e-03, eta: 4 days, 13:54:35, time: 1.686, data_time: 0.009, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8234, loss_cls: 1.6813, loss: 1.6813, grad_norm: 5.4189 2020-07-28 06:19:37,081 - mmaction - INFO - Epoch [41][1840/3757] lr: 1.000e-03, eta: 4 days, 13:53:59, time: 1.731, data_time: 0.189, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8375, loss_cls: 1.5790, loss: 1.5790, grad_norm: 5.4124 2020-07-28 06:20:10,778 - mmaction - INFO - Epoch [41][1860/3757] lr: 1.000e-03, eta: 4 days, 13:53:21, time: 1.687, data_time: 0.299, memory: 5170, top1_acc: 0.5914, top5_acc: 0.8172, loss_cls: 1.6739, loss: 1.6739, grad_norm: 5.6140 2020-07-28 06:20:47,273 - mmaction - INFO - Epoch [41][1880/3757] lr: 1.000e-03, eta: 4 days, 13:52:47, time: 1.824, data_time: 0.191, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8102, loss_cls: 1.7031, loss: 1.7031, grad_norm: 5.6598 2020-07-28 06:21:22,941 - mmaction - INFO - Epoch [41][1900/3757] lr: 1.000e-03, eta: 4 days, 13:52:12, time: 1.782, data_time: 0.197, memory: 5170, top1_acc: 0.5961, top5_acc: 0.8102, loss_cls: 1.7621, loss: 1.7621, grad_norm: 5.7581 2020-07-28 06:21:58,317 - mmaction - INFO - Epoch [41][1920/3757] lr: 1.000e-03, eta: 4 days, 13:51:36, time: 1.767, data_time: 0.005, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8047, loss_cls: 1.7352, loss: 1.7352, grad_norm: 5.4532 2020-07-28 06:22:31,266 - mmaction - INFO - Epoch [41][1940/3757] lr: 1.000e-03, eta: 4 days, 13:50:57, time: 1.647, data_time: 0.062, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8187, loss_cls: 1.7145, loss: 1.7145, grad_norm: 5.6040 2020-07-28 06:23:07,691 - mmaction - INFO - Epoch [41][1960/3757] lr: 1.000e-03, eta: 4 days, 13:50:24, time: 1.824, data_time: 0.022, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8219, loss_cls: 1.6910, loss: 1.6910, grad_norm: 5.6367 2020-07-28 06:23:42,055 - mmaction - INFO - Epoch [41][1980/3757] lr: 1.000e-03, eta: 4 days, 13:49:47, time: 1.721, data_time: 0.004, memory: 5170, top1_acc: 0.5984, top5_acc: 0.7867, loss_cls: 1.7596, loss: 1.7596, grad_norm: 5.4741 2020-07-28 06:24:19,204 - mmaction - INFO - Epoch [41][2000/3757] lr: 1.000e-03, eta: 4 days, 13:49:14, time: 1.849, data_time: 0.007, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8313, loss_cls: 1.6022, loss: 1.6022, grad_norm: 5.4927 2020-07-28 06:24:55,120 - mmaction - INFO - Epoch [41][2020/3757] lr: 1.000e-03, eta: 4 days, 13:48:39, time: 1.802, data_time: 0.010, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8141, loss_cls: 1.6830, loss: 1.6830, grad_norm: 5.6645 2020-07-28 06:25:30,551 - mmaction - INFO - Epoch [41][2040/3757] lr: 1.000e-03, eta: 4 days, 13:48:04, time: 1.772, data_time: 0.009, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8094, loss_cls: 1.6902, loss: 1.6902, grad_norm: 5.6375 2020-07-28 06:26:07,392 - mmaction - INFO - Epoch [41][2060/3757] lr: 1.000e-03, eta: 4 days, 13:47:31, time: 1.843, data_time: 0.012, memory: 5170, top1_acc: 0.5797, top5_acc: 0.8164, loss_cls: 1.6862, loss: 1.6862, grad_norm: 5.6018 2020-07-28 06:26:39,723 - mmaction - INFO - Epoch [41][2080/3757] lr: 1.000e-03, eta: 4 days, 13:46:51, time: 1.615, data_time: 0.002, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8125, loss_cls: 1.6583, loss: 1.6583, grad_norm: 5.4922 2020-07-28 06:27:15,169 - mmaction - INFO - Epoch [41][2100/3757] lr: 1.000e-03, eta: 4 days, 13:46:15, time: 1.767, data_time: 0.009, memory: 5170, top1_acc: 0.5938, top5_acc: 0.8070, loss_cls: 1.7162, loss: 1.7162, grad_norm: 5.6666 2020-07-28 06:27:51,278 - mmaction - INFO - Epoch [41][2120/3757] lr: 1.000e-03, eta: 4 days, 13:45:41, time: 1.810, data_time: 0.009, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8094, loss_cls: 1.6482, loss: 1.6482, grad_norm: 5.5819 2020-07-28 06:28:26,089 - mmaction - INFO - Epoch [41][2140/3757] lr: 1.000e-03, eta: 4 days, 13:45:05, time: 1.735, data_time: 0.009, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8180, loss_cls: 1.6951, loss: 1.6951, grad_norm: 5.8199 2020-07-28 06:29:00,533 - mmaction - INFO - Epoch [41][2160/3757] lr: 1.000e-03, eta: 4 days, 13:44:28, time: 1.727, data_time: 0.010, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5524, loss: 1.5524, grad_norm: 5.4379 2020-07-28 06:29:33,732 - mmaction - INFO - Epoch [41][2180/3757] lr: 1.000e-03, eta: 4 days, 13:43:49, time: 1.654, data_time: 0.010, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8297, loss_cls: 1.6115, loss: 1.6115, grad_norm: 5.4886 2020-07-28 06:30:09,708 - mmaction - INFO - Epoch [41][2200/3757] lr: 1.000e-03, eta: 4 days, 13:43:15, time: 1.803, data_time: 0.010, memory: 5170, top1_acc: 0.5828, top5_acc: 0.8297, loss_cls: 1.6322, loss: 1.6322, grad_norm: 5.5835 2020-07-28 06:30:44,698 - mmaction - INFO - Epoch [41][2220/3757] lr: 1.000e-03, eta: 4 days, 13:42:39, time: 1.752, data_time: 0.310, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8320, loss_cls: 1.6434, loss: 1.6434, grad_norm: 5.6888 2020-07-28 06:31:20,289 - mmaction - INFO - Epoch [41][2240/3757] lr: 1.000e-03, eta: 4 days, 13:42:04, time: 1.779, data_time: 0.237, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8234, loss_cls: 1.6250, loss: 1.6250, grad_norm: 5.5499 2020-07-28 06:31:57,497 - mmaction - INFO - Epoch [41][2260/3757] lr: 1.000e-03, eta: 4 days, 13:41:31, time: 1.863, data_time: 0.008, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8039, loss_cls: 1.6830, loss: 1.6830, grad_norm: 5.7454 2020-07-28 06:32:32,263 - mmaction - INFO - Epoch [41][2280/3757] lr: 1.000e-03, eta: 4 days, 13:40:55, time: 1.738, data_time: 0.002, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8156, loss_cls: 1.6457, loss: 1.6457, grad_norm: 5.5852 2020-07-28 06:33:06,895 - mmaction - INFO - Epoch [41][2300/3757] lr: 1.000e-03, eta: 4 days, 13:40:19, time: 1.731, data_time: 0.019, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8297, loss_cls: 1.6518, loss: 1.6518, grad_norm: 5.5248 2020-07-28 06:33:42,917 - mmaction - INFO - Epoch [41][2320/3757] lr: 1.000e-03, eta: 4 days, 13:39:44, time: 1.801, data_time: 0.003, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8266, loss_cls: 1.6430, loss: 1.6430, grad_norm: 5.6423 2020-07-28 06:34:18,639 - mmaction - INFO - Epoch [41][2340/3757] lr: 1.000e-03, eta: 4 days, 13:39:09, time: 1.783, data_time: 0.021, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8078, loss_cls: 1.6574, loss: 1.6574, grad_norm: 5.4602 2020-07-28 06:34:56,329 - mmaction - INFO - Epoch [41][2360/3757] lr: 1.000e-03, eta: 4 days, 13:38:37, time: 1.882, data_time: 0.010, memory: 5170, top1_acc: 0.5969, top5_acc: 0.8023, loss_cls: 1.7029, loss: 1.7029, grad_norm: 5.6691 2020-07-28 06:35:28,765 - mmaction - INFO - Epoch [41][2380/3757] lr: 1.000e-03, eta: 4 days, 13:37:57, time: 1.628, data_time: 0.009, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8359, loss_cls: 1.6015, loss: 1.6015, grad_norm: 5.6188 2020-07-28 06:36:05,638 - mmaction - INFO - Epoch [41][2400/3757] lr: 1.000e-03, eta: 4 days, 13:37:24, time: 1.842, data_time: 0.009, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8148, loss_cls: 1.6520, loss: 1.6520, grad_norm: 5.6709 2020-07-28 06:36:42,202 - mmaction - INFO - Epoch [41][2420/3757] lr: 1.000e-03, eta: 4 days, 13:36:50, time: 1.829, data_time: 0.004, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8117, loss_cls: 1.6864, loss: 1.6864, grad_norm: 5.5024 2020-07-28 06:37:16,343 - mmaction - INFO - Epoch [41][2440/3757] lr: 1.000e-03, eta: 4 days, 13:36:13, time: 1.705, data_time: 0.009, memory: 5170, top1_acc: 0.5852, top5_acc: 0.7922, loss_cls: 1.8306, loss: 1.8306, grad_norm: 5.9201 2020-07-28 06:37:51,794 - mmaction - INFO - Epoch [41][2460/3757] lr: 1.000e-03, eta: 4 days, 13:35:38, time: 1.774, data_time: 0.005, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8289, loss_cls: 1.5719, loss: 1.5719, grad_norm: 5.4653 2020-07-28 06:38:26,184 - mmaction - INFO - Epoch [41][2480/3757] lr: 1.000e-03, eta: 4 days, 13:35:01, time: 1.713, data_time: 0.017, memory: 5170, top1_acc: 0.5742, top5_acc: 0.8102, loss_cls: 1.7128, loss: 1.7128, grad_norm: 5.6362 2020-07-28 06:38:59,168 - mmaction - INFO - Epoch [41][2500/3757] lr: 1.000e-03, eta: 4 days, 13:34:22, time: 1.656, data_time: 0.010, memory: 5170, top1_acc: 0.5883, top5_acc: 0.8219, loss_cls: 1.6718, loss: 1.6718, grad_norm: 5.5808 2020-07-28 06:39:34,697 - mmaction - INFO - Epoch [41][2520/3757] lr: 1.000e-03, eta: 4 days, 13:33:47, time: 1.772, data_time: 0.008, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8023, loss_cls: 1.7104, loss: 1.7104, grad_norm: 5.4545 2020-07-28 06:40:08,438 - mmaction - INFO - Epoch [41][2540/3757] lr: 1.000e-03, eta: 4 days, 13:33:09, time: 1.691, data_time: 0.121, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8398, loss_cls: 1.5835, loss: 1.5835, grad_norm: 5.6069 2020-07-28 06:40:46,055 - mmaction - INFO - Epoch [41][2560/3757] lr: 1.000e-03, eta: 4 days, 13:32:37, time: 1.880, data_time: 0.095, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.6799, loss: 1.6799, grad_norm: 5.6115 2020-07-28 06:41:19,073 - mmaction - INFO - Epoch [41][2580/3757] lr: 1.000e-03, eta: 4 days, 13:31:58, time: 1.643, data_time: 0.010, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8148, loss_cls: 1.6294, loss: 1.6294, grad_norm: 5.4875 2020-07-28 06:41:57,062 - mmaction - INFO - Epoch [41][2600/3757] lr: 1.000e-03, eta: 4 days, 13:31:27, time: 1.908, data_time: 0.012, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8109, loss_cls: 1.6724, loss: 1.6724, grad_norm: 5.7178 2020-07-28 06:42:30,374 - mmaction - INFO - Epoch [41][2620/3757] lr: 1.000e-03, eta: 4 days, 13:30:48, time: 1.665, data_time: 0.009, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8125, loss_cls: 1.7242, loss: 1.7242, grad_norm: 5.8335 2020-07-28 06:43:05,718 - mmaction - INFO - Epoch [41][2640/3757] lr: 1.000e-03, eta: 4 days, 13:30:13, time: 1.767, data_time: 0.478, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8070, loss_cls: 1.6775, loss: 1.6775, grad_norm: 5.5382 2020-07-28 06:43:41,877 - mmaction - INFO - Epoch [41][2660/3757] lr: 1.000e-03, eta: 4 days, 13:29:38, time: 1.809, data_time: 0.003, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.6626, loss: 1.6626, grad_norm: 5.6467 2020-07-28 06:44:15,875 - mmaction - INFO - Epoch [41][2680/3757] lr: 1.000e-03, eta: 4 days, 13:29:01, time: 1.699, data_time: 0.009, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8227, loss_cls: 1.6040, loss: 1.6040, grad_norm: 5.4383 2020-07-28 06:44:51,850 - mmaction - INFO - Epoch [41][2700/3757] lr: 1.000e-03, eta: 4 days, 13:28:26, time: 1.794, data_time: 0.003, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8305, loss_cls: 1.6053, loss: 1.6053, grad_norm: 5.4921 2020-07-28 06:45:28,964 - mmaction - INFO - Epoch [41][2720/3757] lr: 1.000e-03, eta: 4 days, 13:27:53, time: 1.854, data_time: 0.101, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8211, loss_cls: 1.6400, loss: 1.6400, grad_norm: 5.5355 2020-07-28 06:46:03,431 - mmaction - INFO - Epoch [41][2740/3757] lr: 1.000e-03, eta: 4 days, 13:27:17, time: 1.729, data_time: 0.169, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8180, loss_cls: 1.5957, loss: 1.5957, grad_norm: 5.3579 2020-07-28 06:46:38,148 - mmaction - INFO - Epoch [41][2760/3757] lr: 1.000e-03, eta: 4 days, 13:26:41, time: 1.736, data_time: 0.008, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8148, loss_cls: 1.7115, loss: 1.7115, grad_norm: 5.7540 2020-07-28 06:47:11,478 - mmaction - INFO - Epoch [41][2780/3757] lr: 1.000e-03, eta: 4 days, 13:26:02, time: 1.663, data_time: 0.008, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8203, loss_cls: 1.6001, loss: 1.6001, grad_norm: 5.4333 2020-07-28 06:47:47,970 - mmaction - INFO - Epoch [41][2800/3757] lr: 1.000e-03, eta: 4 days, 13:25:28, time: 1.827, data_time: 0.006, memory: 5170, top1_acc: 0.5938, top5_acc: 0.8133, loss_cls: 1.6733, loss: 1.6733, grad_norm: 5.5632 2020-07-28 06:48:23,573 - mmaction - INFO - Epoch [41][2820/3757] lr: 1.000e-03, eta: 4 days, 13:24:53, time: 1.779, data_time: 0.008, memory: 5170, top1_acc: 0.5750, top5_acc: 0.8078, loss_cls: 1.7212, loss: 1.7212, grad_norm: 5.8741 2020-07-28 06:49:00,880 - mmaction - INFO - Epoch [41][2840/3757] lr: 1.000e-03, eta: 4 days, 13:24:21, time: 1.867, data_time: 0.005, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8133, loss_cls: 1.6257, loss: 1.6257, grad_norm: 5.4280 2020-07-28 06:49:34,667 - mmaction - INFO - Epoch [41][2860/3757] lr: 1.000e-03, eta: 4 days, 13:23:43, time: 1.689, data_time: 0.003, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8367, loss_cls: 1.5760, loss: 1.5760, grad_norm: 5.5937 2020-07-28 06:50:06,209 - mmaction - INFO - Epoch [41][2880/3757] lr: 1.000e-03, eta: 4 days, 13:23:02, time: 1.578, data_time: 0.008, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8234, loss_cls: 1.6696, loss: 1.6696, grad_norm: 5.7221 2020-07-28 06:50:42,819 - mmaction - INFO - Epoch [41][2900/3757] lr: 1.000e-03, eta: 4 days, 13:22:28, time: 1.828, data_time: 0.002, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8008, loss_cls: 1.7053, loss: 1.7053, grad_norm: 5.6981 2020-07-28 06:51:15,973 - mmaction - INFO - Epoch [41][2920/3757] lr: 1.000e-03, eta: 4 days, 13:21:50, time: 1.657, data_time: 0.026, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8102, loss_cls: 1.7170, loss: 1.7170, grad_norm: 5.7971 2020-07-28 06:51:53,932 - mmaction - INFO - Epoch [41][2940/3757] lr: 1.000e-03, eta: 4 days, 13:21:18, time: 1.898, data_time: 0.009, memory: 5170, top1_acc: 0.5969, top5_acc: 0.8172, loss_cls: 1.6767, loss: 1.6767, grad_norm: 5.5879 2020-07-28 06:52:26,769 - mmaction - INFO - Epoch [41][2960/3757] lr: 1.000e-03, eta: 4 days, 13:20:39, time: 1.637, data_time: 0.012, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8297, loss_cls: 1.6113, loss: 1.6113, grad_norm: 5.4518 2020-07-28 06:53:00,452 - mmaction - INFO - Epoch [41][2980/3757] lr: 1.000e-03, eta: 4 days, 13:20:01, time: 1.687, data_time: 0.114, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8266, loss_cls: 1.6217, loss: 1.6217, grad_norm: 5.5985 2020-07-28 06:53:34,777 - mmaction - INFO - Epoch [41][3000/3757] lr: 1.000e-03, eta: 4 days, 13:19:24, time: 1.721, data_time: 0.668, memory: 5170, top1_acc: 0.5758, top5_acc: 0.8039, loss_cls: 1.7668, loss: 1.7668, grad_norm: 5.8126 2020-07-28 06:54:09,937 - mmaction - INFO - Epoch [41][3020/3757] lr: 1.000e-03, eta: 4 days, 13:18:48, time: 1.752, data_time: 0.982, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8234, loss_cls: 1.6641, loss: 1.6641, grad_norm: 5.7322 2020-07-28 06:54:47,036 - mmaction - INFO - Epoch [41][3040/3757] lr: 1.000e-03, eta: 4 days, 13:18:16, time: 1.861, data_time: 0.919, memory: 5170, top1_acc: 0.5867, top5_acc: 0.8055, loss_cls: 1.6982, loss: 1.6982, grad_norm: 5.7354 2020-07-28 06:55:22,076 - mmaction - INFO - Epoch [41][3060/3757] lr: 1.000e-03, eta: 4 days, 13:17:39, time: 1.742, data_time: 0.072, memory: 5170, top1_acc: 0.5914, top5_acc: 0.8313, loss_cls: 1.6565, loss: 1.6565, grad_norm: 5.5976 2020-07-28 06:55:55,630 - mmaction - INFO - Epoch [41][3080/3757] lr: 1.000e-03, eta: 4 days, 13:17:02, time: 1.688, data_time: 0.362, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8469, loss_cls: 1.5277, loss: 1.5277, grad_norm: 5.6735 2020-07-28 06:56:30,623 - mmaction - INFO - Epoch [41][3100/3757] lr: 1.000e-03, eta: 4 days, 13:16:26, time: 1.746, data_time: 0.705, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8148, loss_cls: 1.6635, loss: 1.6635, grad_norm: 5.7319 2020-07-28 06:57:05,103 - mmaction - INFO - Epoch [41][3120/3757] lr: 1.000e-03, eta: 4 days, 13:15:49, time: 1.727, data_time: 0.673, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.6414, loss: 1.6414, grad_norm: 5.5437 2020-07-28 06:57:42,534 - mmaction - INFO - Epoch [41][3140/3757] lr: 1.000e-03, eta: 4 days, 13:15:16, time: 1.872, data_time: 0.020, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8148, loss_cls: 1.6597, loss: 1.6597, grad_norm: 5.6434 2020-07-28 06:58:15,942 - mmaction - INFO - Epoch [41][3160/3757] lr: 1.000e-03, eta: 4 days, 13:14:38, time: 1.670, data_time: 0.003, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8141, loss_cls: 1.6708, loss: 1.6708, grad_norm: 5.6344 2020-07-28 06:58:54,116 - mmaction - INFO - Epoch [41][3180/3757] lr: 1.000e-03, eta: 4 days, 13:14:07, time: 1.907, data_time: 0.021, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.6792, loss: 1.6792, grad_norm: 5.6102 2020-07-28 06:59:28,023 - mmaction - INFO - Epoch [41][3200/3757] lr: 1.000e-03, eta: 4 days, 13:13:29, time: 1.695, data_time: 0.005, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8250, loss_cls: 1.6222, loss: 1.6222, grad_norm: 5.6300 2020-07-28 07:00:07,244 - mmaction - INFO - Epoch [41][3220/3757] lr: 1.000e-03, eta: 4 days, 13:12:59, time: 1.957, data_time: 0.053, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8203, loss_cls: 1.6106, loss: 1.6106, grad_norm: 5.4586 2020-07-28 07:00:39,382 - mmaction - INFO - Epoch [41][3240/3757] lr: 1.000e-03, eta: 4 days, 13:12:19, time: 1.611, data_time: 0.014, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8219, loss_cls: 1.6365, loss: 1.6365, grad_norm: 5.6598 2020-07-28 07:01:15,619 - mmaction - INFO - Epoch [41][3260/3757] lr: 1.000e-03, eta: 4 days, 13:11:45, time: 1.814, data_time: 0.150, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8258, loss_cls: 1.6467, loss: 1.6467, grad_norm: 5.6787 2020-07-28 07:01:49,289 - mmaction - INFO - Epoch [41][3280/3757] lr: 1.000e-03, eta: 4 days, 13:11:07, time: 1.682, data_time: 0.056, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8094, loss_cls: 1.6635, loss: 1.6635, grad_norm: 5.7470 2020-07-28 07:02:23,406 - mmaction - INFO - Epoch [41][3300/3757] lr: 1.000e-03, eta: 4 days, 13:10:30, time: 1.705, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8297, loss_cls: 1.5648, loss: 1.5648, grad_norm: 5.6159 2020-07-28 07:02:57,586 - mmaction - INFO - Epoch [41][3320/3757] lr: 1.000e-03, eta: 4 days, 13:09:53, time: 1.708, data_time: 0.018, memory: 5170, top1_acc: 0.5773, top5_acc: 0.8023, loss_cls: 1.7972, loss: 1.7972, grad_norm: 5.9435 2020-07-28 07:03:33,227 - mmaction - INFO - Epoch [41][3340/3757] lr: 1.000e-03, eta: 4 days, 13:09:18, time: 1.784, data_time: 0.007, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8102, loss_cls: 1.6825, loss: 1.6825, grad_norm: 5.7431 2020-07-28 07:04:09,537 - mmaction - INFO - Epoch [41][3360/3757] lr: 1.000e-03, eta: 4 days, 13:08:44, time: 1.809, data_time: 0.007, memory: 5170, top1_acc: 0.5969, top5_acc: 0.8063, loss_cls: 1.7112, loss: 1.7112, grad_norm: 5.6235 2020-07-28 07:04:43,577 - mmaction - INFO - Epoch [41][3380/3757] lr: 1.000e-03, eta: 4 days, 13:08:07, time: 1.707, data_time: 0.009, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8242, loss_cls: 1.5929, loss: 1.5929, grad_norm: 5.7301 2020-07-28 07:05:15,534 - mmaction - INFO - Epoch [41][3400/3757] lr: 1.000e-03, eta: 4 days, 13:07:26, time: 1.595, data_time: 0.009, memory: 5170, top1_acc: 0.5961, top5_acc: 0.8094, loss_cls: 1.7766, loss: 1.7766, grad_norm: 5.8512 2020-07-28 07:05:51,898 - mmaction - INFO - Epoch [41][3420/3757] lr: 1.000e-03, eta: 4 days, 13:06:52, time: 1.819, data_time: 0.097, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8180, loss_cls: 1.7119, loss: 1.7119, grad_norm: 5.7411 2020-07-28 07:06:29,211 - mmaction - INFO - Epoch [41][3440/3757] lr: 1.000e-03, eta: 4 days, 13:06:19, time: 1.862, data_time: 0.078, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8078, loss_cls: 1.6920, loss: 1.6920, grad_norm: 5.7580 2020-07-28 07:07:04,823 - mmaction - INFO - Epoch [41][3460/3757] lr: 1.000e-03, eta: 4 days, 13:05:44, time: 1.784, data_time: 0.059, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8266, loss_cls: 1.6210, loss: 1.6210, grad_norm: 5.5927 2020-07-28 07:07:40,502 - mmaction - INFO - Epoch [41][3480/3757] lr: 1.000e-03, eta: 4 days, 13:05:10, time: 1.785, data_time: 0.166, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8289, loss_cls: 1.5784, loss: 1.5784, grad_norm: 5.7109 2020-07-28 07:08:13,458 - mmaction - INFO - Epoch [41][3500/3757] lr: 1.000e-03, eta: 4 days, 13:04:31, time: 1.646, data_time: 0.009, memory: 5170, top1_acc: 0.5930, top5_acc: 0.8258, loss_cls: 1.6598, loss: 1.6598, grad_norm: 5.7831 2020-07-28 07:08:48,372 - mmaction - INFO - Epoch [41][3520/3757] lr: 1.000e-03, eta: 4 days, 13:03:54, time: 1.741, data_time: 0.011, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8164, loss_cls: 1.6202, loss: 1.6202, grad_norm: 5.6239 2020-07-28 07:09:27,251 - mmaction - INFO - Epoch [41][3540/3757] lr: 1.000e-03, eta: 4 days, 13:03:24, time: 1.948, data_time: 0.010, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8383, loss_cls: 1.5170, loss: 1.5170, grad_norm: 5.3784 2020-07-28 07:10:00,002 - mmaction - INFO - Epoch [41][3560/3757] lr: 1.000e-03, eta: 4 days, 13:02:45, time: 1.637, data_time: 0.011, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8063, loss_cls: 1.6857, loss: 1.6857, grad_norm: 5.5960 2020-07-28 07:10:37,941 - mmaction - INFO - Epoch [41][3580/3757] lr: 1.000e-03, eta: 4 days, 13:02:13, time: 1.901, data_time: 0.016, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8211, loss_cls: 1.6274, loss: 1.6274, grad_norm: 5.7444 2020-07-28 07:11:12,642 - mmaction - INFO - Epoch [41][3600/3757] lr: 1.000e-03, eta: 4 days, 13:01:37, time: 1.728, data_time: 0.009, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8273, loss_cls: 1.6301, loss: 1.6301, grad_norm: 5.6829 2020-07-28 07:11:47,370 - mmaction - INFO - Epoch [41][3620/3757] lr: 1.000e-03, eta: 4 days, 13:01:00, time: 1.740, data_time: 0.010, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8313, loss_cls: 1.6385, loss: 1.6385, grad_norm: 5.7276 2020-07-28 07:12:23,143 - mmaction - INFO - Epoch [41][3640/3757] lr: 1.000e-03, eta: 4 days, 13:00:26, time: 1.793, data_time: 0.010, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8109, loss_cls: 1.6913, loss: 1.6913, grad_norm: 5.6711 2020-07-28 07:12:57,432 - mmaction - INFO - Epoch [41][3660/3757] lr: 1.000e-03, eta: 4 days, 12:59:49, time: 1.715, data_time: 0.008, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8281, loss_cls: 1.5723, loss: 1.5723, grad_norm: 5.5092 2020-07-28 07:13:31,542 - mmaction - INFO - Epoch [41][3680/3757] lr: 1.000e-03, eta: 4 days, 12:59:12, time: 1.703, data_time: 0.007, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8164, loss_cls: 1.6772, loss: 1.6772, grad_norm: 5.6886 2020-07-28 07:14:08,873 - mmaction - INFO - Epoch [41][3700/3757] lr: 1.000e-03, eta: 4 days, 12:58:39, time: 1.859, data_time: 0.009, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8211, loss_cls: 1.5925, loss: 1.5925, grad_norm: 5.6776 2020-07-28 07:14:44,891 - mmaction - INFO - Epoch [41][3720/3757] lr: 1.000e-03, eta: 4 days, 12:58:04, time: 1.809, data_time: 0.207, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8328, loss_cls: 1.5838, loss: 1.5838, grad_norm: 5.7187 2020-07-28 07:15:18,389 - mmaction - INFO - Epoch [41][3740/3757] lr: 1.000e-03, eta: 4 days, 12:57:26, time: 1.666, data_time: 0.003, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8211, loss_cls: 1.6377, loss: 1.6377, grad_norm: 5.7745 2020-07-28 07:15:40,972 - mmaction - INFO - Saving checkpoint at 41 epochs 2020-07-28 07:16:33,163 - mmaction - INFO - Epoch [42][20/3757] lr: 1.000e-03, eta: 4 days, 12:55:59, time: 2.521, data_time: 1.134, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5658, loss: 1.5658, grad_norm: 5.4561 2020-07-28 07:17:10,434 - mmaction - INFO - Epoch [42][40/3757] lr: 1.000e-03, eta: 4 days, 12:55:26, time: 1.868, data_time: 0.009, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8258, loss_cls: 1.6221, loss: 1.6221, grad_norm: 5.5979 2020-07-28 07:17:43,621 - mmaction - INFO - Epoch [42][60/3757] lr: 1.000e-03, eta: 4 days, 12:54:48, time: 1.660, data_time: 0.009, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8336, loss_cls: 1.5868, loss: 1.5868, grad_norm: 5.6572 2020-07-28 07:18:20,996 - mmaction - INFO - Epoch [42][80/3757] lr: 1.000e-03, eta: 4 days, 12:54:15, time: 1.869, data_time: 0.010, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8336, loss_cls: 1.5598, loss: 1.5598, grad_norm: 5.6955 2020-07-28 07:18:55,105 - mmaction - INFO - Epoch [42][100/3757] lr: 1.000e-03, eta: 4 days, 12:53:38, time: 1.707, data_time: 0.003, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8242, loss_cls: 1.6248, loss: 1.6248, grad_norm: 5.6584 2020-07-28 07:19:32,282 - mmaction - INFO - Epoch [42][120/3757] lr: 1.000e-03, eta: 4 days, 12:53:05, time: 1.850, data_time: 0.007, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8180, loss_cls: 1.6556, loss: 1.6556, grad_norm: 5.8460 2020-07-28 07:20:07,828 - mmaction - INFO - Epoch [42][140/3757] lr: 1.000e-03, eta: 4 days, 12:52:30, time: 1.785, data_time: 0.012, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8430, loss_cls: 1.5866, loss: 1.5866, grad_norm: 5.5466 2020-07-28 07:20:42,634 - mmaction - INFO - Epoch [42][160/3757] lr: 1.000e-03, eta: 4 days, 12:51:54, time: 1.734, data_time: 0.003, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8266, loss_cls: 1.6636, loss: 1.6636, grad_norm: 5.6395 2020-07-28 07:21:16,650 - mmaction - INFO - Epoch [42][180/3757] lr: 1.000e-03, eta: 4 days, 12:51:17, time: 1.707, data_time: 0.015, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8250, loss_cls: 1.6164, loss: 1.6164, grad_norm: 5.6858 2020-07-28 07:21:51,380 - mmaction - INFO - Epoch [42][200/3757] lr: 1.000e-03, eta: 4 days, 12:50:40, time: 1.729, data_time: 0.052, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8289, loss_cls: 1.5858, loss: 1.5858, grad_norm: 5.7349 2020-07-28 07:22:27,149 - mmaction - INFO - Epoch [42][220/3757] lr: 1.000e-03, eta: 4 days, 12:50:05, time: 1.792, data_time: 0.405, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8289, loss_cls: 1.5765, loss: 1.5765, grad_norm: 5.7220 2020-07-28 07:23:04,213 - mmaction - INFO - Epoch [42][240/3757] lr: 1.000e-03, eta: 4 days, 12:49:32, time: 1.856, data_time: 0.010, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8227, loss_cls: 1.6147, loss: 1.6147, grad_norm: 5.7480 2020-07-28 07:23:39,060 - mmaction - INFO - Epoch [42][260/3757] lr: 1.000e-03, eta: 4 days, 12:48:56, time: 1.739, data_time: 0.004, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8094, loss_cls: 1.6392, loss: 1.6392, grad_norm: 5.6812 2020-07-28 07:24:10,166 - mmaction - INFO - Epoch [42][280/3757] lr: 1.000e-03, eta: 4 days, 12:48:15, time: 1.560, data_time: 0.010, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8219, loss_cls: 1.6172, loss: 1.6172, grad_norm: 5.6773 2020-07-28 07:24:44,804 - mmaction - INFO - Epoch [42][300/3757] lr: 1.000e-03, eta: 4 days, 12:47:38, time: 1.732, data_time: 0.039, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8187, loss_cls: 1.6533, loss: 1.6533, grad_norm: 5.8044 2020-07-28 07:25:21,483 - mmaction - INFO - Epoch [42][320/3757] lr: 1.000e-03, eta: 4 days, 12:47:05, time: 1.834, data_time: 0.003, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.5553, loss: 1.5553, grad_norm: 5.5634 2020-07-28 07:25:57,630 - mmaction - INFO - Epoch [42][340/3757] lr: 1.000e-03, eta: 4 days, 12:46:31, time: 1.806, data_time: 0.003, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8250, loss_cls: 1.6306, loss: 1.6306, grad_norm: 5.6544 2020-07-28 07:26:31,131 - mmaction - INFO - Epoch [42][360/3757] lr: 1.000e-03, eta: 4 days, 12:45:52, time: 1.669, data_time: 0.012, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8195, loss_cls: 1.6243, loss: 1.6243, grad_norm: 5.6459 2020-07-28 07:27:06,384 - mmaction - INFO - Epoch [42][380/3757] lr: 1.000e-03, eta: 4 days, 12:45:17, time: 1.767, data_time: 0.009, memory: 5170, top1_acc: 0.5906, top5_acc: 0.8180, loss_cls: 1.6920, loss: 1.6920, grad_norm: 5.8903 2020-07-28 07:27:40,250 - mmaction - INFO - Epoch [42][400/3757] lr: 1.000e-03, eta: 4 days, 12:44:39, time: 1.693, data_time: 0.010, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8250, loss_cls: 1.5862, loss: 1.5862, grad_norm: 5.5997 2020-07-28 07:28:16,668 - mmaction - INFO - Epoch [42][420/3757] lr: 1.000e-03, eta: 4 days, 12:44:05, time: 1.822, data_time: 0.011, memory: 5170, top1_acc: 0.5961, top5_acc: 0.8250, loss_cls: 1.6439, loss: 1.6439, grad_norm: 5.6687 2020-07-28 07:28:52,691 - mmaction - INFO - Epoch [42][440/3757] lr: 1.000e-03, eta: 4 days, 12:43:31, time: 1.796, data_time: 0.007, memory: 5170, top1_acc: 0.5891, top5_acc: 0.8187, loss_cls: 1.7144, loss: 1.7144, grad_norm: 5.7601 2020-07-28 07:29:27,415 - mmaction - INFO - Epoch [42][460/3757] lr: 1.000e-03, eta: 4 days, 12:42:54, time: 1.736, data_time: 0.012, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8266, loss_cls: 1.5914, loss: 1.5914, grad_norm: 5.7777 2020-07-28 07:30:02,533 - mmaction - INFO - Epoch [42][480/3757] lr: 1.000e-03, eta: 4 days, 12:42:19, time: 1.760, data_time: 0.010, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8180, loss_cls: 1.6135, loss: 1.6135, grad_norm: 5.4207 2020-07-28 07:30:35,017 - mmaction - INFO - Epoch [42][500/3757] lr: 1.000e-03, eta: 4 days, 12:41:39, time: 1.620, data_time: 0.012, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8266, loss_cls: 1.5940, loss: 1.5940, grad_norm: 5.5963 2020-07-28 07:31:11,240 - mmaction - INFO - Epoch [42][520/3757] lr: 1.000e-03, eta: 4 days, 12:41:05, time: 1.819, data_time: 0.011, memory: 5170, top1_acc: 0.5922, top5_acc: 0.8133, loss_cls: 1.7220, loss: 1.7220, grad_norm: 5.8581 2020-07-28 07:31:46,074 - mmaction - INFO - Epoch [42][540/3757] lr: 1.000e-03, eta: 4 days, 12:40:29, time: 1.736, data_time: 0.066, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8211, loss_cls: 1.6313, loss: 1.6313, grad_norm: 5.7322 2020-07-28 07:32:21,206 - mmaction - INFO - Epoch [42][560/3757] lr: 1.000e-03, eta: 4 days, 12:39:53, time: 1.759, data_time: 0.403, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8336, loss_cls: 1.5807, loss: 1.5807, grad_norm: 5.6618 2020-07-28 07:32:57,789 - mmaction - INFO - Epoch [42][580/3757] lr: 1.000e-03, eta: 4 days, 12:39:19, time: 1.833, data_time: 1.138, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8086, loss_cls: 1.6707, loss: 1.6707, grad_norm: 5.7151 2020-07-28 07:33:33,454 - mmaction - INFO - Epoch [42][600/3757] lr: 1.000e-03, eta: 4 days, 12:38:44, time: 1.780, data_time: 1.219, memory: 5170, top1_acc: 0.5828, top5_acc: 0.8133, loss_cls: 1.7032, loss: 1.7032, grad_norm: 5.7627 2020-07-28 07:34:06,815 - mmaction - INFO - Epoch [42][620/3757] lr: 1.000e-03, eta: 4 days, 12:38:06, time: 1.672, data_time: 1.049, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8109, loss_cls: 1.6451, loss: 1.6451, grad_norm: 5.6812 2020-07-28 07:34:42,682 - mmaction - INFO - Epoch [42][640/3757] lr: 1.000e-03, eta: 4 days, 12:37:31, time: 1.792, data_time: 0.774, memory: 5170, top1_acc: 0.5961, top5_acc: 0.8031, loss_cls: 1.7013, loss: 1.7013, grad_norm: 5.6699 2020-07-28 07:35:17,220 - mmaction - INFO - Epoch [42][660/3757] lr: 1.000e-03, eta: 4 days, 12:36:55, time: 1.728, data_time: 0.667, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8195, loss_cls: 1.6720, loss: 1.6720, grad_norm: 5.6503 2020-07-28 07:35:53,879 - mmaction - INFO - Epoch [42][680/3757] lr: 1.000e-03, eta: 4 days, 12:36:21, time: 1.831, data_time: 1.249, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8375, loss_cls: 1.5787, loss: 1.5787, grad_norm: 5.7574 2020-07-28 07:36:25,318 - mmaction - INFO - Epoch [42][700/3757] lr: 1.000e-03, eta: 4 days, 12:35:40, time: 1.567, data_time: 0.994, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8242, loss_cls: 1.6642, loss: 1.6642, grad_norm: 5.7705 2020-07-28 07:37:02,005 - mmaction - INFO - Epoch [42][720/3757] lr: 1.000e-03, eta: 4 days, 12:35:07, time: 1.842, data_time: 0.187, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8250, loss_cls: 1.6155, loss: 1.6155, grad_norm: 5.6862 2020-07-28 07:37:37,959 - mmaction - INFO - Epoch [42][740/3757] lr: 1.000e-03, eta: 4 days, 12:34:32, time: 1.788, data_time: 0.069, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8492, loss_cls: 1.5322, loss: 1.5322, grad_norm: 5.6193 2020-07-28 07:38:12,593 - mmaction - INFO - Epoch [42][760/3757] lr: 1.000e-03, eta: 4 days, 12:33:56, time: 1.741, data_time: 0.586, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8273, loss_cls: 1.5637, loss: 1.5637, grad_norm: 5.3535 2020-07-28 07:38:46,445 - mmaction - INFO - Epoch [42][780/3757] lr: 1.000e-03, eta: 4 days, 12:33:18, time: 1.692, data_time: 0.834, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8125, loss_cls: 1.6474, loss: 1.6474, grad_norm: 5.7038 2020-07-28 07:39:21,896 - mmaction - INFO - Epoch [42][800/3757] lr: 1.000e-03, eta: 4 days, 12:32:43, time: 1.773, data_time: 1.079, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8273, loss_cls: 1.5714, loss: 1.5714, grad_norm: 5.6951 2020-07-28 07:39:56,495 - mmaction - INFO - Epoch [42][820/3757] lr: 1.000e-03, eta: 4 days, 12:32:06, time: 1.721, data_time: 0.647, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8211, loss_cls: 1.6015, loss: 1.6015, grad_norm: 5.6425 2020-07-28 07:40:33,117 - mmaction - INFO - Epoch [42][840/3757] lr: 1.000e-03, eta: 4 days, 12:31:33, time: 1.839, data_time: 0.305, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8195, loss_cls: 1.6924, loss: 1.6924, grad_norm: 5.6862 2020-07-28 07:41:07,331 - mmaction - INFO - Epoch [42][860/3757] lr: 1.000e-03, eta: 4 days, 12:30:55, time: 1.703, data_time: 0.292, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8180, loss_cls: 1.6314, loss: 1.6314, grad_norm: 5.7273 2020-07-28 07:41:43,696 - mmaction - INFO - Epoch [42][880/3757] lr: 1.000e-03, eta: 4 days, 12:30:22, time: 1.827, data_time: 0.858, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8258, loss_cls: 1.5393, loss: 1.5393, grad_norm: 5.3741 2020-07-28 07:42:20,257 - mmaction - INFO - Epoch [42][900/3757] lr: 1.000e-03, eta: 4 days, 12:29:48, time: 1.827, data_time: 0.055, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8187, loss_cls: 1.6290, loss: 1.6290, grad_norm: 5.8256 2020-07-28 07:42:57,055 - mmaction - INFO - Epoch [42][920/3757] lr: 1.000e-03, eta: 4 days, 12:29:15, time: 1.838, data_time: 0.218, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8211, loss_cls: 1.6661, loss: 1.6661, grad_norm: 5.6598 2020-07-28 07:43:33,579 - mmaction - INFO - Epoch [42][940/3757] lr: 1.000e-03, eta: 4 days, 12:28:41, time: 1.819, data_time: 0.035, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8289, loss_cls: 1.6652, loss: 1.6652, grad_norm: 5.8295 2020-07-28 07:44:08,819 - mmaction - INFO - Epoch [42][960/3757] lr: 1.000e-03, eta: 4 days, 12:28:05, time: 1.772, data_time: 0.012, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8055, loss_cls: 1.7152, loss: 1.7152, grad_norm: 5.7004 2020-07-28 07:44:42,820 - mmaction - INFO - Epoch [42][980/3757] lr: 1.000e-03, eta: 4 days, 12:27:28, time: 1.696, data_time: 0.007, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8211, loss_cls: 1.5977, loss: 1.5977, grad_norm: 5.6897 2020-07-28 07:45:16,555 - mmaction - INFO - Epoch [42][1000/3757] lr: 1.000e-03, eta: 4 days, 12:26:50, time: 1.687, data_time: 0.009, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8281, loss_cls: 1.6058, loss: 1.6058, grad_norm: 5.8173 2020-07-28 07:45:51,470 - mmaction - INFO - Epoch [42][1020/3757] lr: 1.000e-03, eta: 4 days, 12:26:14, time: 1.749, data_time: 0.009, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8445, loss_cls: 1.5268, loss: 1.5268, grad_norm: 5.5293 2020-07-28 07:46:26,347 - mmaction - INFO - Epoch [42][1040/3757] lr: 1.000e-03, eta: 4 days, 12:25:38, time: 1.743, data_time: 0.199, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8117, loss_cls: 1.6343, loss: 1.6343, grad_norm: 5.6027 2020-07-28 07:46:59,222 - mmaction - INFO - Epoch [42][1060/3757] lr: 1.000e-03, eta: 4 days, 12:24:59, time: 1.646, data_time: 0.076, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8141, loss_cls: 1.6517, loss: 1.6517, grad_norm: 5.7965 2020-07-28 07:47:39,697 - mmaction - INFO - Epoch [42][1080/3757] lr: 1.000e-03, eta: 4 days, 12:24:31, time: 2.020, data_time: 0.306, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8273, loss_cls: 1.5875, loss: 1.5875, grad_norm: 5.7466 2020-07-28 07:48:16,307 - mmaction - INFO - Epoch [42][1100/3757] lr: 1.000e-03, eta: 4 days, 12:23:57, time: 1.833, data_time: 0.007, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8211, loss_cls: 1.6026, loss: 1.6026, grad_norm: 5.5957 2020-07-28 07:48:49,091 - mmaction - INFO - Epoch [42][1120/3757] lr: 1.000e-03, eta: 4 days, 12:23:18, time: 1.639, data_time: 0.008, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8250, loss_cls: 1.6515, loss: 1.6515, grad_norm: 5.8564 2020-07-28 07:49:27,267 - mmaction - INFO - Epoch [42][1140/3757] lr: 1.000e-03, eta: 4 days, 12:22:47, time: 1.911, data_time: 0.007, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8156, loss_cls: 1.5994, loss: 1.5994, grad_norm: 5.6083 2020-07-28 07:50:02,006 - mmaction - INFO - Epoch [42][1160/3757] lr: 1.000e-03, eta: 4 days, 12:22:10, time: 1.737, data_time: 0.007, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8148, loss_cls: 1.6531, loss: 1.6531, grad_norm: 5.7649 2020-07-28 07:50:37,095 - mmaction - INFO - Epoch [42][1180/3757] lr: 1.000e-03, eta: 4 days, 12:21:35, time: 1.748, data_time: 0.016, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.6309, loss: 1.6309, grad_norm: 5.7652 2020-07-28 07:51:11,685 - mmaction - INFO - Epoch [42][1200/3757] lr: 1.000e-03, eta: 4 days, 12:20:58, time: 1.735, data_time: 0.008, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8047, loss_cls: 1.6923, loss: 1.6923, grad_norm: 5.7521 2020-07-28 07:51:47,399 - mmaction - INFO - Epoch [42][1220/3757] lr: 1.000e-03, eta: 4 days, 12:20:23, time: 1.782, data_time: 0.008, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8211, loss_cls: 1.6280, loss: 1.6280, grad_norm: 5.7552 2020-07-28 07:52:22,760 - mmaction - INFO - Epoch [42][1240/3757] lr: 1.000e-03, eta: 4 days, 12:19:48, time: 1.772, data_time: 0.100, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8297, loss_cls: 1.6039, loss: 1.6039, grad_norm: 5.8707 2020-07-28 07:52:55,985 - mmaction - INFO - Epoch [42][1260/3757] lr: 1.000e-03, eta: 4 days, 12:19:09, time: 1.660, data_time: 0.009, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8047, loss_cls: 1.6843, loss: 1.6843, grad_norm: 5.7826 2020-07-28 07:53:32,240 - mmaction - INFO - Epoch [42][1280/3757] lr: 1.000e-03, eta: 4 days, 12:18:35, time: 1.813, data_time: 0.005, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8141, loss_cls: 1.6622, loss: 1.6622, grad_norm: 5.8235 2020-07-28 07:54:06,901 - mmaction - INFO - Epoch [42][1300/3757] lr: 1.000e-03, eta: 4 days, 12:17:59, time: 1.728, data_time: 0.009, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8328, loss_cls: 1.4985, loss: 1.4985, grad_norm: 5.5142 2020-07-28 07:54:42,679 - mmaction - INFO - Epoch [42][1320/3757] lr: 1.000e-03, eta: 4 days, 12:17:24, time: 1.796, data_time: 0.009, memory: 5170, top1_acc: 0.5953, top5_acc: 0.8148, loss_cls: 1.6963, loss: 1.6963, grad_norm: 5.9968 2020-07-28 07:55:19,617 - mmaction - INFO - Epoch [42][1340/3757] lr: 1.000e-03, eta: 4 days, 12:16:51, time: 1.842, data_time: 0.008, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8227, loss_cls: 1.5601, loss: 1.5601, grad_norm: 5.6679 2020-07-28 07:55:55,098 - mmaction - INFO - Epoch [42][1360/3757] lr: 1.000e-03, eta: 4 days, 12:16:16, time: 1.779, data_time: 0.010, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8344, loss_cls: 1.5535, loss: 1.5535, grad_norm: 5.6702 2020-07-28 07:56:29,391 - mmaction - INFO - Epoch [42][1380/3757] lr: 1.000e-03, eta: 4 days, 12:15:39, time: 1.712, data_time: 0.007, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8242, loss_cls: 1.5714, loss: 1.5714, grad_norm: 5.7066 2020-07-28 07:57:02,893 - mmaction - INFO - Epoch [42][1400/3757] lr: 1.000e-03, eta: 4 days, 12:15:00, time: 1.673, data_time: 0.005, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8141, loss_cls: 1.6379, loss: 1.6379, grad_norm: 5.7514 2020-07-28 07:57:40,756 - mmaction - INFO - Epoch [42][1420/3757] lr: 1.000e-03, eta: 4 days, 12:14:28, time: 1.890, data_time: 0.474, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8211, loss_cls: 1.6716, loss: 1.6716, grad_norm: 5.8885 2020-07-28 07:58:14,949 - mmaction - INFO - Epoch [42][1440/3757] lr: 1.000e-03, eta: 4 days, 12:13:52, time: 1.716, data_time: 0.052, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8305, loss_cls: 1.6299, loss: 1.6299, grad_norm: 5.7899 2020-07-28 07:58:50,890 - mmaction - INFO - Epoch [42][1460/3757] lr: 1.000e-03, eta: 4 days, 12:13:17, time: 1.789, data_time: 0.009, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8281, loss_cls: 1.5749, loss: 1.5749, grad_norm: 5.7409 2020-07-28 07:59:24,585 - mmaction - INFO - Epoch [42][1480/3757] lr: 1.000e-03, eta: 4 days, 12:12:39, time: 1.691, data_time: 0.057, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8258, loss_cls: 1.6074, loss: 1.6074, grad_norm: 5.7965 2020-07-28 07:59:57,543 - mmaction - INFO - Epoch [42][1500/3757] lr: 1.000e-03, eta: 4 days, 12:12:00, time: 1.647, data_time: 0.113, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8297, loss_cls: 1.5950, loss: 1.5950, grad_norm: 5.6683 2020-07-28 08:00:36,934 - mmaction - INFO - Epoch [42][1520/3757] lr: 1.000e-03, eta: 4 days, 12:11:30, time: 1.962, data_time: 0.007, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8125, loss_cls: 1.6978, loss: 1.6978, grad_norm: 5.7970 2020-07-28 08:01:12,084 - mmaction - INFO - Epoch [42][1540/3757] lr: 1.000e-03, eta: 4 days, 12:10:55, time: 1.763, data_time: 0.027, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8297, loss_cls: 1.5810, loss: 1.5810, grad_norm: 5.8386 2020-07-28 08:01:45,384 - mmaction - INFO - Epoch [42][1560/3757] lr: 1.000e-03, eta: 4 days, 12:10:17, time: 1.670, data_time: 0.009, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8148, loss_cls: 1.6497, loss: 1.6497, grad_norm: 5.8359 2020-07-28 08:02:20,240 - mmaction - INFO - Epoch [42][1580/3757] lr: 1.000e-03, eta: 4 days, 12:09:40, time: 1.738, data_time: 0.024, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8148, loss_cls: 1.5929, loss: 1.5929, grad_norm: 5.7130 2020-07-28 08:02:54,826 - mmaction - INFO - Epoch [42][1600/3757] lr: 1.000e-03, eta: 4 days, 12:09:04, time: 1.730, data_time: 0.402, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8242, loss_cls: 1.6221, loss: 1.6221, grad_norm: 5.6340 2020-07-28 08:03:29,802 - mmaction - INFO - Epoch [42][1620/3757] lr: 1.000e-03, eta: 4 days, 12:08:28, time: 1.752, data_time: 0.110, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8336, loss_cls: 1.5093, loss: 1.5093, grad_norm: 5.5442 2020-07-28 08:04:07,837 - mmaction - INFO - Epoch [42][1640/3757] lr: 1.000e-03, eta: 4 days, 12:07:56, time: 1.896, data_time: 0.053, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8141, loss_cls: 1.6777, loss: 1.6777, grad_norm: 5.8548 2020-07-28 08:04:44,379 - mmaction - INFO - Epoch [42][1660/3757] lr: 1.000e-03, eta: 4 days, 12:07:23, time: 1.834, data_time: 0.010, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8117, loss_cls: 1.6100, loss: 1.6100, grad_norm: 5.5876 2020-07-28 08:05:19,165 - mmaction - INFO - Epoch [42][1680/3757] lr: 1.000e-03, eta: 4 days, 12:06:46, time: 1.733, data_time: 0.007, memory: 5170, top1_acc: 0.5969, top5_acc: 0.8031, loss_cls: 1.7372, loss: 1.7372, grad_norm: 5.9347 2020-07-28 08:05:51,888 - mmaction - INFO - Epoch [42][1700/3757] lr: 1.000e-03, eta: 4 days, 12:06:07, time: 1.640, data_time: 0.099, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8227, loss_cls: 1.6580, loss: 1.6580, grad_norm: 5.8466 2020-07-28 08:06:30,961 - mmaction - INFO - Epoch [42][1720/3757] lr: 1.000e-03, eta: 4 days, 12:05:37, time: 1.955, data_time: 0.114, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8289, loss_cls: 1.5730, loss: 1.5730, grad_norm: 5.5883 2020-07-28 08:07:04,684 - mmaction - INFO - Epoch [42][1740/3757] lr: 1.000e-03, eta: 4 days, 12:04:59, time: 1.684, data_time: 0.008, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8383, loss_cls: 1.5587, loss: 1.5587, grad_norm: 5.7968 2020-07-28 08:07:38,066 - mmaction - INFO - Epoch [42][1760/3757] lr: 1.000e-03, eta: 4 days, 12:04:21, time: 1.664, data_time: 0.155, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8203, loss_cls: 1.6397, loss: 1.6397, grad_norm: 5.8749 2020-07-28 08:08:11,598 - mmaction - INFO - Epoch [42][1780/3757] lr: 1.000e-03, eta: 4 days, 12:03:43, time: 1.682, data_time: 0.197, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8070, loss_cls: 1.6938, loss: 1.6938, grad_norm: 5.8211 2020-07-28 08:08:47,400 - mmaction - INFO - Epoch [42][1800/3757] lr: 1.000e-03, eta: 4 days, 12:03:08, time: 1.785, data_time: 0.049, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.5700, loss: 1.5700, grad_norm: 5.7978 2020-07-28 08:09:23,971 - mmaction - INFO - Epoch [42][1820/3757] lr: 1.000e-03, eta: 4 days, 12:02:35, time: 1.831, data_time: 0.115, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8266, loss_cls: 1.6132, loss: 1.6132, grad_norm: 5.8931 2020-07-28 08:09:57,810 - mmaction - INFO - Epoch [42][1840/3757] lr: 1.000e-03, eta: 4 days, 12:01:57, time: 1.691, data_time: 1.062, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8109, loss_cls: 1.6042, loss: 1.6042, grad_norm: 5.6357 2020-07-28 08:10:30,397 - mmaction - INFO - Epoch [42][1860/3757] lr: 1.000e-03, eta: 4 days, 12:01:18, time: 1.634, data_time: 1.012, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8141, loss_cls: 1.6381, loss: 1.6381, grad_norm: 5.8729 2020-07-28 08:11:05,911 - mmaction - INFO - Epoch [42][1880/3757] lr: 1.000e-03, eta: 4 days, 12:00:42, time: 1.769, data_time: 1.026, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8133, loss_cls: 1.7128, loss: 1.7128, grad_norm: 5.9175 2020-07-28 08:11:41,109 - mmaction - INFO - Epoch [42][1900/3757] lr: 1.000e-03, eta: 4 days, 12:00:07, time: 1.766, data_time: 1.191, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8328, loss_cls: 1.5591, loss: 1.5591, grad_norm: 5.5985 2020-07-28 08:12:14,815 - mmaction - INFO - Epoch [42][1920/3757] lr: 1.000e-03, eta: 4 days, 11:59:29, time: 1.686, data_time: 1.106, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.5679, loss: 1.5679, grad_norm: 5.7542 2020-07-28 08:12:47,873 - mmaction - INFO - Epoch [42][1940/3757] lr: 1.000e-03, eta: 4 days, 11:58:50, time: 1.653, data_time: 1.102, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8258, loss_cls: 1.6541, loss: 1.6541, grad_norm: 5.8073 2020-07-28 08:13:25,641 - mmaction - INFO - Epoch [42][1960/3757] lr: 1.000e-03, eta: 4 days, 11:58:18, time: 1.879, data_time: 1.290, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8187, loss_cls: 1.6452, loss: 1.6452, grad_norm: 5.8615 2020-07-28 08:13:59,933 - mmaction - INFO - Epoch [42][1980/3757] lr: 1.000e-03, eta: 4 days, 11:57:41, time: 1.720, data_time: 0.994, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8195, loss_cls: 1.6073, loss: 1.6073, grad_norm: 5.6208 2020-07-28 08:14:32,899 - mmaction - INFO - Epoch [42][2000/3757] lr: 1.000e-03, eta: 4 days, 11:57:03, time: 1.652, data_time: 0.628, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8203, loss_cls: 1.5831, loss: 1.5831, grad_norm: 5.7978 2020-07-28 08:15:09,142 - mmaction - INFO - Epoch [42][2020/3757] lr: 1.000e-03, eta: 4 days, 11:56:28, time: 1.810, data_time: 0.003, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8195, loss_cls: 1.6415, loss: 1.6415, grad_norm: 5.6928 2020-07-28 08:15:45,589 - mmaction - INFO - Epoch [42][2040/3757] lr: 1.000e-03, eta: 4 days, 11:55:55, time: 1.822, data_time: 0.005, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6329, loss: 1.6329, grad_norm: 5.9907 2020-07-28 08:16:21,764 - mmaction - INFO - Epoch [42][2060/3757] lr: 1.000e-03, eta: 4 days, 11:55:20, time: 1.806, data_time: 0.207, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8133, loss_cls: 1.6552, loss: 1.6552, grad_norm: 5.6720 2020-07-28 08:16:55,127 - mmaction - INFO - Epoch [42][2080/3757] lr: 1.000e-03, eta: 4 days, 11:54:42, time: 1.673, data_time: 0.048, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8266, loss_cls: 1.6087, loss: 1.6087, grad_norm: 5.8306 2020-07-28 08:17:28,263 - mmaction - INFO - Epoch [42][2100/3757] lr: 1.000e-03, eta: 4 days, 11:54:03, time: 1.651, data_time: 0.010, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8109, loss_cls: 1.6439, loss: 1.6439, grad_norm: 5.8112 2020-07-28 08:18:05,090 - mmaction - INFO - Epoch [42][2120/3757] lr: 1.000e-03, eta: 4 days, 11:53:30, time: 1.849, data_time: 0.009, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8219, loss_cls: 1.6421, loss: 1.6421, grad_norm: 5.8727 2020-07-28 08:18:38,884 - mmaction - INFO - Epoch [42][2140/3757] lr: 1.000e-03, eta: 4 days, 11:52:52, time: 1.682, data_time: 0.007, memory: 5170, top1_acc: 0.5859, top5_acc: 0.8172, loss_cls: 1.7072, loss: 1.7072, grad_norm: 5.7761 2020-07-28 08:19:14,663 - mmaction - INFO - Epoch [42][2160/3757] lr: 1.000e-03, eta: 4 days, 11:52:18, time: 1.795, data_time: 0.010, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.5249, loss: 1.5249, grad_norm: 5.5466 2020-07-28 08:19:48,714 - mmaction - INFO - Epoch [42][2180/3757] lr: 1.000e-03, eta: 4 days, 11:51:40, time: 1.695, data_time: 0.064, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8195, loss_cls: 1.6009, loss: 1.6009, grad_norm: 5.6597 2020-07-28 08:20:26,750 - mmaction - INFO - Epoch [42][2200/3757] lr: 1.000e-03, eta: 4 days, 11:51:09, time: 1.908, data_time: 0.601, memory: 5170, top1_acc: 0.5969, top5_acc: 0.8078, loss_cls: 1.6779, loss: 1.6779, grad_norm: 5.9388 2020-07-28 08:21:01,320 - mmaction - INFO - Epoch [42][2220/3757] lr: 1.000e-03, eta: 4 days, 11:50:32, time: 1.730, data_time: 0.712, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8070, loss_cls: 1.6667, loss: 1.6667, grad_norm: 5.9753 2020-07-28 08:21:37,810 - mmaction - INFO - Epoch [42][2240/3757] lr: 1.000e-03, eta: 4 days, 11:49:58, time: 1.821, data_time: 1.216, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8180, loss_cls: 1.6558, loss: 1.6558, grad_norm: 5.7111 2020-07-28 08:22:14,014 - mmaction - INFO - Epoch [42][2260/3757] lr: 1.000e-03, eta: 4 days, 11:49:24, time: 1.814, data_time: 1.134, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8133, loss_cls: 1.6780, loss: 1.6780, grad_norm: 5.9037 2020-07-28 08:22:46,667 - mmaction - INFO - Epoch [42][2280/3757] lr: 1.000e-03, eta: 4 days, 11:48:45, time: 1.632, data_time: 0.800, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8156, loss_cls: 1.6311, loss: 1.6311, grad_norm: 5.8026 2020-07-28 08:23:22,707 - mmaction - INFO - Epoch [42][2300/3757] lr: 1.000e-03, eta: 4 days, 11:48:10, time: 1.794, data_time: 0.490, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8250, loss_cls: 1.6313, loss: 1.6313, grad_norm: 5.8807 2020-07-28 08:23:59,703 - mmaction - INFO - Epoch [42][2320/3757] lr: 1.000e-03, eta: 4 days, 11:47:38, time: 1.858, data_time: 0.011, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8211, loss_cls: 1.5930, loss: 1.5930, grad_norm: 5.6925 2020-07-28 08:24:36,423 - mmaction - INFO - Epoch [42][2340/3757] lr: 1.000e-03, eta: 4 days, 11:47:04, time: 1.836, data_time: 0.010, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8266, loss_cls: 1.5322, loss: 1.5322, grad_norm: 5.6012 2020-07-28 08:25:09,290 - mmaction - INFO - Epoch [42][2360/3757] lr: 1.000e-03, eta: 4 days, 11:46:25, time: 1.644, data_time: 0.004, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8234, loss_cls: 1.5888, loss: 1.5888, grad_norm: 5.7264 2020-07-28 08:25:43,034 - mmaction - INFO - Epoch [42][2380/3757] lr: 1.000e-03, eta: 4 days, 11:45:47, time: 1.688, data_time: 0.003, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8430, loss_cls: 1.5739, loss: 1.5739, grad_norm: 5.5985 2020-07-28 08:26:17,830 - mmaction - INFO - Epoch [42][2400/3757] lr: 1.000e-03, eta: 4 days, 11:45:11, time: 1.733, data_time: 0.283, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5357, loss: 1.5357, grad_norm: 5.6204 2020-07-28 08:26:55,380 - mmaction - INFO - Epoch [42][2420/3757] lr: 1.000e-03, eta: 4 days, 11:44:39, time: 1.884, data_time: 0.172, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8305, loss_cls: 1.5817, loss: 1.5817, grad_norm: 5.7844 2020-07-28 08:27:28,937 - mmaction - INFO - Epoch [42][2440/3757] lr: 1.000e-03, eta: 4 days, 11:44:01, time: 1.677, data_time: 0.008, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8187, loss_cls: 1.6128, loss: 1.6128, grad_norm: 5.7796 2020-07-28 08:28:02,969 - mmaction - INFO - Epoch [42][2460/3757] lr: 1.000e-03, eta: 4 days, 11:43:24, time: 1.703, data_time: 0.024, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8148, loss_cls: 1.6767, loss: 1.6767, grad_norm: 5.9169 2020-07-28 08:28:37,671 - mmaction - INFO - Epoch [42][2480/3757] lr: 1.000e-03, eta: 4 days, 11:42:47, time: 1.733, data_time: 0.105, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8320, loss_cls: 1.6004, loss: 1.6004, grad_norm: 5.8834 2020-07-28 08:29:11,935 - mmaction - INFO - Epoch [42][2500/3757] lr: 1.000e-03, eta: 4 days, 11:42:10, time: 1.714, data_time: 0.585, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8367, loss_cls: 1.5413, loss: 1.5413, grad_norm: 5.6060 2020-07-28 08:29:47,047 - mmaction - INFO - Epoch [42][2520/3757] lr: 1.000e-03, eta: 4 days, 11:41:34, time: 1.752, data_time: 1.010, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8328, loss_cls: 1.5609, loss: 1.5609, grad_norm: 5.6050 2020-07-28 08:30:20,526 - mmaction - INFO - Epoch [42][2540/3757] lr: 1.000e-03, eta: 4 days, 11:40:56, time: 1.671, data_time: 0.017, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8219, loss_cls: 1.6325, loss: 1.6325, grad_norm: 5.9906 2020-07-28 08:30:59,256 - mmaction - INFO - Epoch [42][2560/3757] lr: 1.000e-03, eta: 4 days, 11:40:26, time: 1.938, data_time: 0.074, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8406, loss_cls: 1.5002, loss: 1.5002, grad_norm: 5.5718 2020-07-28 08:31:35,095 - mmaction - INFO - Epoch [42][2580/3757] lr: 1.000e-03, eta: 4 days, 11:39:51, time: 1.792, data_time: 0.012, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8305, loss_cls: 1.5688, loss: 1.5688, grad_norm: 5.6583 2020-07-28 08:32:11,040 - mmaction - INFO - Epoch [42][2600/3757] lr: 1.000e-03, eta: 4 days, 11:39:17, time: 1.803, data_time: 0.018, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8422, loss_cls: 1.5191, loss: 1.5191, grad_norm: 5.7845 2020-07-28 08:32:41,283 - mmaction - INFO - Epoch [42][2620/3757] lr: 1.000e-03, eta: 4 days, 11:38:34, time: 1.511, data_time: 0.003, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8305, loss_cls: 1.5816, loss: 1.5816, grad_norm: 5.6657 2020-07-28 08:33:20,446 - mmaction - INFO - Epoch [42][2640/3757] lr: 1.000e-03, eta: 4 days, 11:38:04, time: 1.950, data_time: 0.013, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.5982, loss: 1.5982, grad_norm: 5.8103 2020-07-28 08:33:53,168 - mmaction - INFO - Epoch [42][2660/3757] lr: 1.000e-03, eta: 4 days, 11:37:25, time: 1.642, data_time: 0.012, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8281, loss_cls: 1.5626, loss: 1.5626, grad_norm: 5.6954 2020-07-28 08:34:26,706 - mmaction - INFO - Epoch [42][2680/3757] lr: 1.000e-03, eta: 4 days, 11:36:47, time: 1.681, data_time: 0.011, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8313, loss_cls: 1.5694, loss: 1.5694, grad_norm: 5.5600 2020-07-28 08:35:06,233 - mmaction - INFO - Epoch [42][2700/3757] lr: 1.000e-03, eta: 4 days, 11:36:17, time: 1.974, data_time: 0.039, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8305, loss_cls: 1.5301, loss: 1.5301, grad_norm: 5.6490 2020-07-28 08:35:40,137 - mmaction - INFO - Epoch [42][2720/3757] lr: 1.000e-03, eta: 4 days, 11:35:40, time: 1.698, data_time: 0.005, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8164, loss_cls: 1.5991, loss: 1.5991, grad_norm: 5.6224 2020-07-28 08:36:13,273 - mmaction - INFO - Epoch [42][2740/3757] lr: 1.000e-03, eta: 4 days, 11:35:01, time: 1.645, data_time: 0.009, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8375, loss_cls: 1.5305, loss: 1.5305, grad_norm: 5.6608 2020-07-28 08:36:47,839 - mmaction - INFO - Epoch [42][2760/3757] lr: 1.000e-03, eta: 4 days, 11:34:25, time: 1.738, data_time: 0.039, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8234, loss_cls: 1.6464, loss: 1.6464, grad_norm: 5.8809 2020-07-28 08:37:22,715 - mmaction - INFO - Epoch [42][2780/3757] lr: 1.000e-03, eta: 4 days, 11:33:49, time: 1.745, data_time: 0.249, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8172, loss_cls: 1.6044, loss: 1.6044, grad_norm: 5.6586 2020-07-28 08:37:58,806 - mmaction - INFO - Epoch [42][2800/3757] lr: 1.000e-03, eta: 4 days, 11:33:14, time: 1.804, data_time: 0.049, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.5890, loss: 1.5890, grad_norm: 5.9033 2020-07-28 08:38:31,454 - mmaction - INFO - Epoch [42][2820/3757] lr: 1.000e-03, eta: 4 days, 11:32:35, time: 1.625, data_time: 0.053, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8148, loss_cls: 1.6751, loss: 1.6751, grad_norm: 5.8073 2020-07-28 08:39:08,392 - mmaction - INFO - Epoch [42][2840/3757] lr: 1.000e-03, eta: 4 days, 11:32:02, time: 1.853, data_time: 0.036, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8289, loss_cls: 1.6175, loss: 1.6175, grad_norm: 5.7704 2020-07-28 08:39:42,831 - mmaction - INFO - Epoch [42][2860/3757] lr: 1.000e-03, eta: 4 days, 11:31:25, time: 1.723, data_time: 0.100, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8164, loss_cls: 1.6544, loss: 1.6544, grad_norm: 5.9316 2020-07-28 08:40:17,104 - mmaction - INFO - Epoch [42][2880/3757] lr: 1.000e-03, eta: 4 days, 11:30:48, time: 1.708, data_time: 0.567, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8289, loss_cls: 1.5664, loss: 1.5664, grad_norm: 5.5814 2020-07-28 08:40:52,371 - mmaction - INFO - Epoch [42][2900/3757] lr: 1.000e-03, eta: 4 days, 11:30:12, time: 1.762, data_time: 0.703, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8320, loss_cls: 1.5896, loss: 1.5896, grad_norm: 5.8482 2020-07-28 08:41:27,674 - mmaction - INFO - Epoch [42][2920/3757] lr: 1.000e-03, eta: 4 days, 11:29:37, time: 1.772, data_time: 0.111, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8266, loss_cls: 1.5895, loss: 1.5895, grad_norm: 5.7774 2020-07-28 08:42:04,443 - mmaction - INFO - Epoch [42][2940/3757] lr: 1.000e-03, eta: 4 days, 11:29:04, time: 1.833, data_time: 0.254, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8227, loss_cls: 1.6701, loss: 1.6701, grad_norm: 5.8776 2020-07-28 08:42:38,744 - mmaction - INFO - Epoch [42][2960/3757] lr: 1.000e-03, eta: 4 days, 11:28:27, time: 1.721, data_time: 0.814, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8203, loss_cls: 1.6806, loss: 1.6806, grad_norm: 5.8974 2020-07-28 08:43:14,561 - mmaction - INFO - Epoch [42][2980/3757] lr: 1.000e-03, eta: 4 days, 11:27:52, time: 1.787, data_time: 0.880, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8359, loss_cls: 1.5322, loss: 1.5322, grad_norm: 5.8202 2020-07-28 08:43:50,493 - mmaction - INFO - Epoch [42][3000/3757] lr: 1.000e-03, eta: 4 days, 11:27:17, time: 1.801, data_time: 0.710, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8148, loss_cls: 1.6588, loss: 1.6588, grad_norm: 5.7967 2020-07-28 08:44:22,134 - mmaction - INFO - Epoch [42][3020/3757] lr: 1.000e-03, eta: 4 days, 11:26:37, time: 1.573, data_time: 0.008, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8297, loss_cls: 1.5797, loss: 1.5797, grad_norm: 5.7256 2020-07-28 08:44:56,513 - mmaction - INFO - Epoch [42][3040/3757] lr: 1.000e-03, eta: 4 days, 11:26:00, time: 1.727, data_time: 0.011, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8219, loss_cls: 1.5686, loss: 1.5686, grad_norm: 5.6343 2020-07-28 08:45:34,735 - mmaction - INFO - Epoch [42][3060/3757] lr: 1.000e-03, eta: 4 days, 11:25:28, time: 1.903, data_time: 0.060, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8516, loss_cls: 1.4749, loss: 1.4749, grad_norm: 5.7751 2020-07-28 08:46:09,809 - mmaction - INFO - Epoch [42][3080/3757] lr: 1.000e-03, eta: 4 days, 11:24:53, time: 1.760, data_time: 0.015, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8180, loss_cls: 1.6511, loss: 1.6511, grad_norm: 5.9024 2020-07-28 08:46:46,625 - mmaction - INFO - Epoch [42][3100/3757] lr: 1.000e-03, eta: 4 days, 11:24:19, time: 1.836, data_time: 0.012, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8242, loss_cls: 1.6623, loss: 1.6623, grad_norm: 5.9201 2020-07-28 08:47:18,344 - mmaction - INFO - Epoch [42][3120/3757] lr: 1.000e-03, eta: 4 days, 11:23:39, time: 1.593, data_time: 0.042, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8367, loss_cls: 1.5412, loss: 1.5412, grad_norm: 5.6752 2020-07-28 08:47:53,200 - mmaction - INFO - Epoch [42][3140/3757] lr: 1.000e-03, eta: 4 days, 11:23:03, time: 1.735, data_time: 0.091, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8320, loss_cls: 1.6123, loss: 1.6123, grad_norm: 5.7715 2020-07-28 08:48:30,163 - mmaction - INFO - Epoch [42][3160/3757] lr: 1.000e-03, eta: 4 days, 11:22:30, time: 1.854, data_time: 0.385, memory: 5170, top1_acc: 0.5930, top5_acc: 0.8219, loss_cls: 1.6890, loss: 1.6890, grad_norm: 5.8931 2020-07-28 08:49:04,267 - mmaction - INFO - Epoch [42][3180/3757] lr: 1.000e-03, eta: 4 days, 11:21:52, time: 1.700, data_time: 0.009, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8297, loss_cls: 1.6289, loss: 1.6289, grad_norm: 5.8968 2020-07-28 08:49:37,108 - mmaction - INFO - Epoch [42][3200/3757] lr: 1.000e-03, eta: 4 days, 11:21:14, time: 1.647, data_time: 0.015, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8164, loss_cls: 1.5996, loss: 1.5996, grad_norm: 5.7448 2020-07-28 08:50:15,607 - mmaction - INFO - Epoch [42][3220/3757] lr: 1.000e-03, eta: 4 days, 11:20:42, time: 1.926, data_time: 0.015, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8242, loss_cls: 1.6006, loss: 1.6006, grad_norm: 5.6618 2020-07-28 08:50:51,364 - mmaction - INFO - Epoch [42][3240/3757] lr: 1.000e-03, eta: 4 days, 11:20:08, time: 1.788, data_time: 0.003, memory: 5170, top1_acc: 0.5867, top5_acc: 0.8187, loss_cls: 1.6439, loss: 1.6439, grad_norm: 5.9809 2020-07-28 08:51:24,756 - mmaction - INFO - Epoch [42][3260/3757] lr: 1.000e-03, eta: 4 days, 11:19:29, time: 1.669, data_time: 0.002, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8375, loss_cls: 1.5767, loss: 1.5767, grad_norm: 5.7069 2020-07-28 08:51:58,643 - mmaction - INFO - Epoch [42][3280/3757] lr: 1.000e-03, eta: 4 days, 11:18:52, time: 1.693, data_time: 0.008, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8258, loss_cls: 1.5569, loss: 1.5569, grad_norm: 5.7635 2020-07-28 08:52:31,183 - mmaction - INFO - Epoch [42][3300/3757] lr: 1.000e-03, eta: 4 days, 11:18:13, time: 1.628, data_time: 0.010, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8367, loss_cls: 1.5437, loss: 1.5437, grad_norm: 5.6879 2020-07-28 08:53:10,899 - mmaction - INFO - Epoch [42][3320/3757] lr: 1.000e-03, eta: 4 days, 11:17:43, time: 1.986, data_time: 0.004, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8172, loss_cls: 1.6386, loss: 1.6386, grad_norm: 5.8585 2020-07-28 08:53:45,549 - mmaction - INFO - Epoch [42][3340/3757] lr: 1.000e-03, eta: 4 days, 11:17:07, time: 1.733, data_time: 0.002, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8172, loss_cls: 1.6658, loss: 1.6658, grad_norm: 5.9654 2020-07-28 08:54:19,610 - mmaction - INFO - Epoch [42][3360/3757] lr: 1.000e-03, eta: 4 days, 11:16:30, time: 1.703, data_time: 0.007, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8227, loss_cls: 1.6596, loss: 1.6596, grad_norm: 6.2137 2020-07-28 08:54:55,244 - mmaction - INFO - Epoch [42][3380/3757] lr: 1.000e-03, eta: 4 days, 11:15:54, time: 1.773, data_time: 0.007, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8438, loss_cls: 1.5118, loss: 1.5118, grad_norm: 5.6901 2020-07-28 08:55:28,035 - mmaction - INFO - Epoch [42][3400/3757] lr: 1.000e-03, eta: 4 days, 11:15:16, time: 1.648, data_time: 0.015, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8219, loss_cls: 1.6001, loss: 1.6001, grad_norm: 5.7762 2020-07-28 08:56:03,336 - mmaction - INFO - Epoch [42][3420/3757] lr: 1.000e-03, eta: 4 days, 11:14:40, time: 1.765, data_time: 0.042, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8422, loss_cls: 1.5409, loss: 1.5409, grad_norm: 5.8795 2020-07-28 08:56:40,232 - mmaction - INFO - Epoch [42][3440/3757] lr: 1.000e-03, eta: 4 days, 11:14:07, time: 1.843, data_time: 0.062, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8227, loss_cls: 1.6002, loss: 1.6002, grad_norm: 5.8645 2020-07-28 08:57:13,955 - mmaction - INFO - Epoch [42][3460/3757] lr: 1.000e-03, eta: 4 days, 11:13:29, time: 1.681, data_time: 0.055, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8141, loss_cls: 1.6946, loss: 1.6946, grad_norm: 6.0398 2020-07-28 08:57:50,134 - mmaction - INFO - Epoch [42][3480/3757] lr: 1.000e-03, eta: 4 days, 11:12:55, time: 1.816, data_time: 0.010, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8367, loss_cls: 1.5269, loss: 1.5269, grad_norm: 5.6036 2020-07-28 08:58:21,452 - mmaction - INFO - Epoch [42][3500/3757] lr: 1.000e-03, eta: 4 days, 11:12:14, time: 1.565, data_time: 0.003, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4708, loss: 1.4708, grad_norm: 5.5625 2020-07-28 08:58:59,460 - mmaction - INFO - Epoch [42][3520/3757] lr: 1.000e-03, eta: 4 days, 11:11:42, time: 1.897, data_time: 0.007, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8242, loss_cls: 1.5765, loss: 1.5765, grad_norm: 5.7125 2020-07-28 08:59:32,730 - mmaction - INFO - Epoch [42][3540/3757] lr: 1.000e-03, eta: 4 days, 11:11:04, time: 1.667, data_time: 0.012, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8047, loss_cls: 1.6796, loss: 1.6796, grad_norm: 5.9933 2020-07-28 09:00:09,940 - mmaction - INFO - Epoch [42][3560/3757] lr: 1.000e-03, eta: 4 days, 11:10:31, time: 1.856, data_time: 0.009, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.5998, loss: 1.5998, grad_norm: 5.8450 2020-07-28 09:00:40,962 - mmaction - INFO - Epoch [42][3580/3757] lr: 1.000e-03, eta: 4 days, 11:09:50, time: 1.554, data_time: 0.092, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8195, loss_cls: 1.6213, loss: 1.6213, grad_norm: 5.8288 2020-07-28 09:01:20,694 - mmaction - INFO - Epoch [42][3600/3757] lr: 1.000e-03, eta: 4 days, 11:09:20, time: 1.985, data_time: 0.058, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8344, loss_cls: 1.5614, loss: 1.5614, grad_norm: 5.8845 2020-07-28 09:01:52,605 - mmaction - INFO - Epoch [42][3620/3757] lr: 1.000e-03, eta: 4 days, 11:08:40, time: 1.597, data_time: 0.007, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8289, loss_cls: 1.5197, loss: 1.5197, grad_norm: 5.7308 2020-07-28 09:02:27,202 - mmaction - INFO - Epoch [42][3640/3757] lr: 1.000e-03, eta: 4 days, 11:08:03, time: 1.723, data_time: 0.009, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.5642, loss: 1.5642, grad_norm: 5.6505 2020-07-28 09:03:04,166 - mmaction - INFO - Epoch [42][3660/3757] lr: 1.000e-03, eta: 4 days, 11:07:30, time: 1.855, data_time: 0.011, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8320, loss_cls: 1.6226, loss: 1.6226, grad_norm: 5.8169 2020-07-28 09:03:38,667 - mmaction - INFO - Epoch [42][3680/3757] lr: 1.000e-03, eta: 4 days, 11:06:54, time: 1.725, data_time: 0.003, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8164, loss_cls: 1.6284, loss: 1.6284, grad_norm: 5.7284 2020-07-28 09:04:14,923 - mmaction - INFO - Epoch [42][3700/3757] lr: 1.000e-03, eta: 4 days, 11:06:20, time: 1.814, data_time: 0.040, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8406, loss_cls: 1.4668, loss: 1.4668, grad_norm: 5.5513 2020-07-28 09:04:48,948 - mmaction - INFO - Epoch [42][3720/3757] lr: 1.000e-03, eta: 4 days, 11:05:42, time: 1.699, data_time: 0.002, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8273, loss_cls: 1.5634, loss: 1.5634, grad_norm: 5.7692 2020-07-28 09:05:23,877 - mmaction - INFO - Epoch [42][3740/3757] lr: 1.000e-03, eta: 4 days, 11:05:06, time: 1.742, data_time: 0.009, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8187, loss_cls: 1.6099, loss: 1.6099, grad_norm: 5.8968 2020-07-28 09:05:46,564 - mmaction - INFO - Saving checkpoint at 42 epochs 2020-07-28 09:06:37,328 - mmaction - INFO - Epoch [43][20/3757] lr: 1.000e-03, eta: 4 days, 11:03:39, time: 2.469, data_time: 0.939, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8492, loss_cls: 1.4993, loss: 1.4993, grad_norm: 5.7789 2020-07-28 09:07:13,506 - mmaction - INFO - Epoch [43][40/3757] lr: 1.000e-03, eta: 4 days, 11:03:04, time: 1.799, data_time: 0.048, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8234, loss_cls: 1.5961, loss: 1.5961, grad_norm: 5.8682 2020-07-28 09:07:47,603 - mmaction - INFO - Epoch [43][60/3757] lr: 1.000e-03, eta: 4 days, 11:02:27, time: 1.715, data_time: 0.012, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8445, loss_cls: 1.4847, loss: 1.4847, grad_norm: 5.9073 2020-07-28 09:08:20,488 - mmaction - INFO - Epoch [43][80/3757] lr: 1.000e-03, eta: 4 days, 11:01:48, time: 1.643, data_time: 0.069, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8328, loss_cls: 1.5392, loss: 1.5392, grad_norm: 5.8256 2020-07-28 09:08:57,533 - mmaction - INFO - Epoch [43][100/3757] lr: 1.000e-03, eta: 4 days, 11:01:15, time: 1.852, data_time: 0.258, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8461, loss_cls: 1.4868, loss: 1.4868, grad_norm: 5.6203 2020-07-28 09:09:28,977 - mmaction - INFO - Epoch [43][120/3757] lr: 1.000e-03, eta: 4 days, 11:00:35, time: 1.573, data_time: 0.267, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.5339, loss: 1.5339, grad_norm: 5.7801 2020-07-28 09:10:07,543 - mmaction - INFO - Epoch [43][140/3757] lr: 1.000e-03, eta: 4 days, 11:00:04, time: 1.929, data_time: 0.057, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.5459, loss: 1.5459, grad_norm: 5.7680 2020-07-28 09:10:40,000 - mmaction - INFO - Epoch [43][160/3757] lr: 1.000e-03, eta: 4 days, 10:59:24, time: 1.621, data_time: 0.089, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8445, loss_cls: 1.5294, loss: 1.5294, grad_norm: 5.9653 2020-07-28 09:11:14,779 - mmaction - INFO - Epoch [43][180/3757] lr: 1.000e-03, eta: 4 days, 10:58:48, time: 1.740, data_time: 0.479, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8227, loss_cls: 1.6317, loss: 1.6317, grad_norm: 6.0276 2020-07-28 09:11:50,802 - mmaction - INFO - Epoch [43][200/3757] lr: 1.000e-03, eta: 4 days, 10:58:13, time: 1.801, data_time: 0.312, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8195, loss_cls: 1.5774, loss: 1.5774, grad_norm: 5.7489 2020-07-28 09:12:24,229 - mmaction - INFO - Epoch [43][220/3757] lr: 1.000e-03, eta: 4 days, 10:57:35, time: 1.671, data_time: 0.048, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8305, loss_cls: 1.5270, loss: 1.5270, grad_norm: 5.5752 2020-07-28 09:13:01,451 - mmaction - INFO - Epoch [43][240/3757] lr: 1.000e-03, eta: 4 days, 10:57:03, time: 1.861, data_time: 0.165, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.5438, loss: 1.5438, grad_norm: 5.7347 2020-07-28 09:13:38,454 - mmaction - INFO - Epoch [43][260/3757] lr: 1.000e-03, eta: 4 days, 10:56:29, time: 1.843, data_time: 0.643, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8398, loss_cls: 1.5005, loss: 1.5005, grad_norm: 5.4705 2020-07-28 09:14:13,936 - mmaction - INFO - Epoch [43][280/3757] lr: 1.000e-03, eta: 4 days, 10:55:54, time: 1.781, data_time: 0.359, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8328, loss_cls: 1.5460, loss: 1.5460, grad_norm: 5.7069 2020-07-28 09:14:49,451 - mmaction - INFO - Epoch [43][300/3757] lr: 1.000e-03, eta: 4 days, 10:55:19, time: 1.775, data_time: 0.009, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8359, loss_cls: 1.5185, loss: 1.5185, grad_norm: 5.7293 2020-07-28 09:15:25,629 - mmaction - INFO - Epoch [43][320/3757] lr: 1.000e-03, eta: 4 days, 10:54:45, time: 1.807, data_time: 0.005, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8078, loss_cls: 1.6712, loss: 1.6712, grad_norm: 6.1363 2020-07-28 09:15:58,885 - mmaction - INFO - Epoch [43][340/3757] lr: 1.000e-03, eta: 4 days, 10:54:06, time: 1.666, data_time: 0.008, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8141, loss_cls: 1.6226, loss: 1.6226, grad_norm: 5.8428 2020-07-28 09:16:35,046 - mmaction - INFO - Epoch [43][360/3757] lr: 1.000e-03, eta: 4 days, 10:53:32, time: 1.802, data_time: 0.007, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8430, loss_cls: 1.4792, loss: 1.4792, grad_norm: 5.7015 2020-07-28 09:17:08,998 - mmaction - INFO - Epoch [43][380/3757] lr: 1.000e-03, eta: 4 days, 10:52:55, time: 1.703, data_time: 0.008, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8187, loss_cls: 1.6244, loss: 1.6244, grad_norm: 5.8747 2020-07-28 09:17:44,010 - mmaction - INFO - Epoch [43][400/3757] lr: 1.000e-03, eta: 4 days, 10:52:19, time: 1.747, data_time: 0.008, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.6523, loss: 1.6523, grad_norm: 5.9686 2020-07-28 09:18:17,465 - mmaction - INFO - Epoch [43][420/3757] lr: 1.000e-03, eta: 4 days, 10:51:41, time: 1.676, data_time: 0.009, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4958, loss: 1.4958, grad_norm: 5.6700 2020-07-28 09:18:53,951 - mmaction - INFO - Epoch [43][440/3757] lr: 1.000e-03, eta: 4 days, 10:51:07, time: 1.819, data_time: 0.008, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8398, loss_cls: 1.5578, loss: 1.5578, grad_norm: 5.7899 2020-07-28 09:19:32,179 - mmaction - INFO - Epoch [43][460/3757] lr: 1.000e-03, eta: 4 days, 10:50:36, time: 1.917, data_time: 0.008, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8289, loss_cls: 1.5598, loss: 1.5598, grad_norm: 5.7557 2020-07-28 09:20:03,677 - mmaction - INFO - Epoch [43][480/3757] lr: 1.000e-03, eta: 4 days, 10:49:55, time: 1.573, data_time: 0.006, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8344, loss_cls: 1.5750, loss: 1.5750, grad_norm: 5.9263 2020-07-28 09:20:40,905 - mmaction - INFO - Epoch [43][500/3757] lr: 1.000e-03, eta: 4 days, 10:49:22, time: 1.863, data_time: 0.004, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8313, loss_cls: 1.5699, loss: 1.5699, grad_norm: 5.7699 2020-07-28 09:21:16,729 - mmaction - INFO - Epoch [43][520/3757] lr: 1.000e-03, eta: 4 days, 10:48:47, time: 1.788, data_time: 0.009, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8164, loss_cls: 1.5989, loss: 1.5989, grad_norm: 5.8329 2020-07-28 09:21:50,718 - mmaction - INFO - Epoch [43][540/3757] lr: 1.000e-03, eta: 4 days, 10:48:10, time: 1.695, data_time: 0.012, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5619, loss: 1.5619, grad_norm: 5.7965 2020-07-28 09:22:26,761 - mmaction - INFO - Epoch [43][560/3757] lr: 1.000e-03, eta: 4 days, 10:47:35, time: 1.807, data_time: 0.017, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8344, loss_cls: 1.5381, loss: 1.5381, grad_norm: 5.7910 2020-07-28 09:23:02,138 - mmaction - INFO - Epoch [43][580/3757] lr: 1.000e-03, eta: 4 days, 10:47:00, time: 1.771, data_time: 0.007, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8273, loss_cls: 1.5919, loss: 1.5919, grad_norm: 5.9255 2020-07-28 09:23:33,976 - mmaction - INFO - Epoch [43][600/3757] lr: 1.000e-03, eta: 4 days, 10:46:20, time: 1.592, data_time: 0.003, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8250, loss_cls: 1.6108, loss: 1.6108, grad_norm: 5.9073 2020-07-28 09:24:10,223 - mmaction - INFO - Epoch [43][620/3757] lr: 1.000e-03, eta: 4 days, 10:45:46, time: 1.812, data_time: 0.004, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8383, loss_cls: 1.4593, loss: 1.4593, grad_norm: 5.6282 2020-07-28 09:24:44,653 - mmaction - INFO - Epoch [43][640/3757] lr: 1.000e-03, eta: 4 days, 10:45:09, time: 1.720, data_time: 0.008, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8227, loss_cls: 1.6246, loss: 1.6246, grad_norm: 5.9238 2020-07-28 09:25:21,464 - mmaction - INFO - Epoch [43][660/3757] lr: 1.000e-03, eta: 4 days, 10:44:35, time: 1.837, data_time: 0.008, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8492, loss_cls: 1.4831, loss: 1.4831, grad_norm: 5.8750 2020-07-28 09:25:57,886 - mmaction - INFO - Epoch [43][680/3757] lr: 1.000e-03, eta: 4 days, 10:44:02, time: 1.824, data_time: 0.010, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8539, loss_cls: 1.4620, loss: 1.4620, grad_norm: 5.8367 2020-07-28 09:26:29,690 - mmaction - INFO - Epoch [43][700/3757] lr: 1.000e-03, eta: 4 days, 10:43:21, time: 1.593, data_time: 0.009, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8281, loss_cls: 1.5442, loss: 1.5442, grad_norm: 5.9220 2020-07-28 09:27:09,643 - mmaction - INFO - Epoch [43][720/3757] lr: 1.000e-03, eta: 4 days, 10:42:52, time: 1.993, data_time: 0.008, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8047, loss_cls: 1.6652, loss: 1.6652, grad_norm: 5.9173 2020-07-28 09:27:44,916 - mmaction - INFO - Epoch [43][740/3757] lr: 1.000e-03, eta: 4 days, 10:42:17, time: 1.767, data_time: 0.008, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8273, loss_cls: 1.5985, loss: 1.5985, grad_norm: 5.9169 2020-07-28 09:28:15,382 - mmaction - INFO - Epoch [43][760/3757] lr: 1.000e-03, eta: 4 days, 10:41:35, time: 1.522, data_time: 0.009, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8203, loss_cls: 1.6449, loss: 1.6449, grad_norm: 5.8727 2020-07-28 09:28:50,706 - mmaction - INFO - Epoch [43][780/3757] lr: 1.000e-03, eta: 4 days, 10:40:59, time: 1.769, data_time: 0.469, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8250, loss_cls: 1.6789, loss: 1.6789, grad_norm: 6.0086 2020-07-28 09:29:25,980 - mmaction - INFO - Epoch [43][800/3757] lr: 1.000e-03, eta: 4 days, 10:40:24, time: 1.764, data_time: 0.008, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8258, loss_cls: 1.6468, loss: 1.6468, grad_norm: 5.9225 2020-07-28 09:30:00,457 - mmaction - INFO - Epoch [43][820/3757] lr: 1.000e-03, eta: 4 days, 10:39:47, time: 1.723, data_time: 0.064, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8227, loss_cls: 1.6189, loss: 1.6189, grad_norm: 5.7346 2020-07-28 09:30:34,354 - mmaction - INFO - Epoch [43][840/3757] lr: 1.000e-03, eta: 4 days, 10:39:10, time: 1.688, data_time: 0.008, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8453, loss_cls: 1.4960, loss: 1.4960, grad_norm: 5.8729 2020-07-28 09:31:07,490 - mmaction - INFO - Epoch [43][860/3757] lr: 1.000e-03, eta: 4 days, 10:38:31, time: 1.662, data_time: 0.189, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8234, loss_cls: 1.5630, loss: 1.5630, grad_norm: 5.8333 2020-07-28 09:31:43,006 - mmaction - INFO - Epoch [43][880/3757] lr: 1.000e-03, eta: 4 days, 10:37:56, time: 1.768, data_time: 0.644, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8203, loss_cls: 1.6283, loss: 1.6283, grad_norm: 5.8225 2020-07-28 09:32:18,176 - mmaction - INFO - Epoch [43][900/3757] lr: 1.000e-03, eta: 4 days, 10:37:20, time: 1.763, data_time: 0.492, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8227, loss_cls: 1.6069, loss: 1.6069, grad_norm: 5.8663 2020-07-28 09:32:54,216 - mmaction - INFO - Epoch [43][920/3757] lr: 1.000e-03, eta: 4 days, 10:36:46, time: 1.800, data_time: 0.010, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8055, loss_cls: 1.6397, loss: 1.6397, grad_norm: 5.8868 2020-07-28 09:33:28,360 - mmaction - INFO - Epoch [43][940/3757] lr: 1.000e-03, eta: 4 days, 10:36:09, time: 1.712, data_time: 0.013, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8258, loss_cls: 1.6113, loss: 1.6113, grad_norm: 5.7287 2020-07-28 09:34:05,964 - mmaction - INFO - Epoch [43][960/3757] lr: 1.000e-03, eta: 4 days, 10:35:37, time: 1.882, data_time: 0.010, memory: 5170, top1_acc: 0.5859, top5_acc: 0.8008, loss_cls: 1.7539, loss: 1.7539, grad_norm: 6.2701 2020-07-28 09:34:40,483 - mmaction - INFO - Epoch [43][980/3757] lr: 1.000e-03, eta: 4 days, 10:35:00, time: 1.723, data_time: 0.008, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8484, loss_cls: 1.4418, loss: 1.4418, grad_norm: 5.5786 2020-07-28 09:35:13,147 - mmaction - INFO - Epoch [43][1000/3757] lr: 1.000e-03, eta: 4 days, 10:34:21, time: 1.635, data_time: 0.009, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8297, loss_cls: 1.5991, loss: 1.5991, grad_norm: 5.8710 2020-07-28 09:35:49,818 - mmaction - INFO - Epoch [43][1020/3757] lr: 1.000e-03, eta: 4 days, 10:33:47, time: 1.835, data_time: 0.021, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8117, loss_cls: 1.6866, loss: 1.6866, grad_norm: 6.0664 2020-07-28 09:36:24,870 - mmaction - INFO - Epoch [43][1040/3757] lr: 1.000e-03, eta: 4 days, 10:33:11, time: 1.746, data_time: 0.040, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.4746, loss: 1.4746, grad_norm: 5.7142 2020-07-28 09:36:58,131 - mmaction - INFO - Epoch [43][1060/3757] lr: 1.000e-03, eta: 4 days, 10:32:33, time: 1.664, data_time: 0.064, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8367, loss_cls: 1.5303, loss: 1.5303, grad_norm: 5.7497 2020-07-28 09:37:31,208 - mmaction - INFO - Epoch [43][1080/3757] lr: 1.000e-03, eta: 4 days, 10:31:55, time: 1.653, data_time: 0.050, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8141, loss_cls: 1.6397, loss: 1.6397, grad_norm: 5.9291 2020-07-28 09:38:07,092 - mmaction - INFO - Epoch [43][1100/3757] lr: 1.000e-03, eta: 4 days, 10:31:20, time: 1.800, data_time: 0.010, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8422, loss_cls: 1.5172, loss: 1.5172, grad_norm: 5.8514 2020-07-28 09:38:43,385 - mmaction - INFO - Epoch [43][1120/3757] lr: 1.000e-03, eta: 4 days, 10:30:46, time: 1.809, data_time: 0.008, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8336, loss_cls: 1.5531, loss: 1.5531, grad_norm: 5.8119 2020-07-28 09:39:18,223 - mmaction - INFO - Epoch [43][1140/3757] lr: 1.000e-03, eta: 4 days, 10:30:10, time: 1.746, data_time: 0.011, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8469, loss_cls: 1.5211, loss: 1.5211, grad_norm: 5.8015 2020-07-28 09:39:54,531 - mmaction - INFO - Epoch [43][1160/3757] lr: 1.000e-03, eta: 4 days, 10:29:35, time: 1.810, data_time: 0.032, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8117, loss_cls: 1.6032, loss: 1.6032, grad_norm: 5.8354 2020-07-28 09:40:29,628 - mmaction - INFO - Epoch [43][1180/3757] lr: 1.000e-03, eta: 4 days, 10:29:00, time: 1.758, data_time: 0.147, memory: 5170, top1_acc: 0.5852, top5_acc: 0.8039, loss_cls: 1.7498, loss: 1.7498, grad_norm: 6.0363 2020-07-28 09:41:02,527 - mmaction - INFO - Epoch [43][1200/3757] lr: 1.000e-03, eta: 4 days, 10:28:21, time: 1.647, data_time: 0.009, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8313, loss_cls: 1.5784, loss: 1.5784, grad_norm: 5.8603 2020-07-28 09:41:39,279 - mmaction - INFO - Epoch [43][1220/3757] lr: 1.000e-03, eta: 4 days, 10:27:47, time: 1.832, data_time: 0.042, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8281, loss_cls: 1.5433, loss: 1.5433, grad_norm: 5.7956 2020-07-28 09:42:14,055 - mmaction - INFO - Epoch [43][1240/3757] lr: 1.000e-03, eta: 4 days, 10:27:11, time: 1.744, data_time: 0.010, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.5486, loss: 1.5486, grad_norm: 5.7912 2020-07-28 09:42:50,748 - mmaction - INFO - Epoch [43][1260/3757] lr: 1.000e-03, eta: 4 days, 10:26:38, time: 1.836, data_time: 0.014, memory: 5170, top1_acc: 0.5750, top5_acc: 0.7969, loss_cls: 1.7712, loss: 1.7712, grad_norm: 6.2095 2020-07-28 09:43:24,549 - mmaction - INFO - Epoch [43][1280/3757] lr: 1.000e-03, eta: 4 days, 10:26:00, time: 1.684, data_time: 0.106, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8328, loss_cls: 1.5767, loss: 1.5767, grad_norm: 5.7481 2020-07-28 09:43:57,230 - mmaction - INFO - Epoch [43][1300/3757] lr: 1.000e-03, eta: 4 days, 10:25:21, time: 1.639, data_time: 0.401, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 1.6080, loss: 1.6080, grad_norm: 5.9969 2020-07-28 09:44:31,787 - mmaction - INFO - Epoch [43][1320/3757] lr: 1.000e-03, eta: 4 days, 10:24:45, time: 1.729, data_time: 0.274, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8477, loss_cls: 1.5002, loss: 1.5002, grad_norm: 5.8993 2020-07-28 09:45:05,629 - mmaction - INFO - Epoch [43][1340/3757] lr: 1.000e-03, eta: 4 days, 10:24:07, time: 1.693, data_time: 0.017, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8328, loss_cls: 1.5403, loss: 1.5403, grad_norm: 5.7416 2020-07-28 09:45:41,250 - mmaction - INFO - Epoch [43][1360/3757] lr: 1.000e-03, eta: 4 days, 10:23:32, time: 1.780, data_time: 0.002, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8258, loss_cls: 1.5715, loss: 1.5715, grad_norm: 5.8357 2020-07-28 09:46:15,666 - mmaction - INFO - Epoch [43][1380/3757] lr: 1.000e-03, eta: 4 days, 10:22:55, time: 1.713, data_time: 0.009, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8320, loss_cls: 1.6015, loss: 1.6015, grad_norm: 5.8536 2020-07-28 09:46:52,875 - mmaction - INFO - Epoch [43][1400/3757] lr: 1.000e-03, eta: 4 days, 10:22:23, time: 1.868, data_time: 0.015, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8297, loss_cls: 1.6043, loss: 1.6043, grad_norm: 5.8388 2020-07-28 09:47:27,995 - mmaction - INFO - Epoch [43][1420/3757] lr: 1.000e-03, eta: 4 days, 10:21:47, time: 1.755, data_time: 0.009, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.5733, loss: 1.5733, grad_norm: 5.8666 2020-07-28 09:48:01,299 - mmaction - INFO - Epoch [43][1440/3757] lr: 1.000e-03, eta: 4 days, 10:21:09, time: 1.666, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8297, loss_cls: 1.5673, loss: 1.5673, grad_norm: 5.8060 2020-07-28 09:48:39,689 - mmaction - INFO - Epoch [43][1460/3757] lr: 1.000e-03, eta: 4 days, 10:20:38, time: 1.919, data_time: 0.008, memory: 5170, top1_acc: 0.5914, top5_acc: 0.7875, loss_cls: 1.7330, loss: 1.7330, grad_norm: 6.0006 2020-07-28 09:49:13,926 - mmaction - INFO - Epoch [43][1480/3757] lr: 1.000e-03, eta: 4 days, 10:20:01, time: 1.706, data_time: 0.003, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8227, loss_cls: 1.6287, loss: 1.6287, grad_norm: 6.0816 2020-07-28 09:49:51,593 - mmaction - INFO - Epoch [43][1500/3757] lr: 1.000e-03, eta: 4 days, 10:19:28, time: 1.890, data_time: 0.010, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8164, loss_cls: 1.5865, loss: 1.5865, grad_norm: 5.7625 2020-07-28 09:50:24,998 - mmaction - INFO - Epoch [43][1520/3757] lr: 1.000e-03, eta: 4 days, 10:18:50, time: 1.666, data_time: 0.003, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8211, loss_cls: 1.5848, loss: 1.5848, grad_norm: 5.7195 2020-07-28 09:50:59,805 - mmaction - INFO - Epoch [43][1540/3757] lr: 1.000e-03, eta: 4 days, 10:18:14, time: 1.744, data_time: 0.009, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8352, loss_cls: 1.5435, loss: 1.5435, grad_norm: 5.7798 2020-07-28 09:51:36,075 - mmaction - INFO - Epoch [43][1560/3757] lr: 1.000e-03, eta: 4 days, 10:17:40, time: 1.814, data_time: 0.008, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8367, loss_cls: 1.5163, loss: 1.5163, grad_norm: 5.8443 2020-07-28 09:52:12,846 - mmaction - INFO - Epoch [43][1580/3757] lr: 1.000e-03, eta: 4 days, 10:17:06, time: 1.828, data_time: 0.002, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8492, loss_cls: 1.4693, loss: 1.4693, grad_norm: 5.7836 2020-07-28 09:52:49,981 - mmaction - INFO - Epoch [43][1600/3757] lr: 1.000e-03, eta: 4 days, 10:16:34, time: 1.867, data_time: 0.013, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8344, loss_cls: 1.5174, loss: 1.5174, grad_norm: 5.7442 2020-07-28 09:53:21,760 - mmaction - INFO - Epoch [43][1620/3757] lr: 1.000e-03, eta: 4 days, 10:15:53, time: 1.580, data_time: 0.003, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.5662, loss: 1.5662, grad_norm: 6.0269 2020-07-28 09:53:56,725 - mmaction - INFO - Epoch [43][1640/3757] lr: 1.000e-03, eta: 4 days, 10:15:17, time: 1.755, data_time: 0.120, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5539, loss: 1.5539, grad_norm: 6.1375 2020-07-28 09:54:33,017 - mmaction - INFO - Epoch [43][1660/3757] lr: 1.000e-03, eta: 4 days, 10:14:43, time: 1.815, data_time: 0.464, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8164, loss_cls: 1.6541, loss: 1.6541, grad_norm: 6.0465 2020-07-28 09:55:07,742 - mmaction - INFO - Epoch [43][1680/3757] lr: 1.000e-03, eta: 4 days, 10:14:07, time: 1.735, data_time: 0.199, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8508, loss_cls: 1.4853, loss: 1.4853, grad_norm: 5.8006 2020-07-28 09:55:40,593 - mmaction - INFO - Epoch [43][1700/3757] lr: 1.000e-03, eta: 4 days, 10:13:28, time: 1.644, data_time: 0.547, memory: 5170, top1_acc: 0.5805, top5_acc: 0.8109, loss_cls: 1.7559, loss: 1.7559, grad_norm: 6.0996 2020-07-28 09:56:19,094 - mmaction - INFO - Epoch [43][1720/3757] lr: 1.000e-03, eta: 4 days, 10:12:57, time: 1.918, data_time: 0.926, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5519, loss: 1.5519, grad_norm: 5.7763 2020-07-28 09:56:55,714 - mmaction - INFO - Epoch [43][1740/3757] lr: 1.000e-03, eta: 4 days, 10:12:23, time: 1.838, data_time: 0.372, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8305, loss_cls: 1.6163, loss: 1.6163, grad_norm: 6.0129 2020-07-28 09:57:31,047 - mmaction - INFO - Epoch [43][1760/3757] lr: 1.000e-03, eta: 4 days, 10:11:48, time: 1.757, data_time: 0.052, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8414, loss_cls: 1.5468, loss: 1.5468, grad_norm: 5.8221 2020-07-28 09:58:03,376 - mmaction - INFO - Epoch [43][1780/3757] lr: 1.000e-03, eta: 4 days, 10:11:08, time: 1.620, data_time: 0.158, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8164, loss_cls: 1.6348, loss: 1.6348, grad_norm: 5.9583 2020-07-28 09:58:37,312 - mmaction - INFO - Epoch [43][1800/3757] lr: 1.000e-03, eta: 4 days, 10:10:31, time: 1.704, data_time: 0.559, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8109, loss_cls: 1.6435, loss: 1.6435, grad_norm: 6.0065 2020-07-28 09:59:16,121 - mmaction - INFO - Epoch [43][1820/3757] lr: 1.000e-03, eta: 4 days, 10:10:00, time: 1.940, data_time: 0.476, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8203, loss_cls: 1.6265, loss: 1.6265, grad_norm: 5.9009 2020-07-28 09:59:46,565 - mmaction - INFO - Epoch [43][1840/3757] lr: 1.000e-03, eta: 4 days, 10:09:18, time: 1.519, data_time: 0.003, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8266, loss_cls: 1.5928, loss: 1.5928, grad_norm: 5.8844 2020-07-28 10:00:25,815 - mmaction - INFO - Epoch [43][1860/3757] lr: 1.000e-03, eta: 4 days, 10:08:48, time: 1.952, data_time: 0.012, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8227, loss_cls: 1.5984, loss: 1.5984, grad_norm: 6.0139 2020-07-28 10:01:02,522 - mmaction - INFO - Epoch [43][1880/3757] lr: 1.000e-03, eta: 4 days, 10:08:15, time: 1.847, data_time: 0.026, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8336, loss_cls: 1.5889, loss: 1.5889, grad_norm: 5.8764 2020-07-28 10:01:38,215 - mmaction - INFO - Epoch [43][1900/3757] lr: 1.000e-03, eta: 4 days, 10:07:40, time: 1.781, data_time: 0.436, memory: 5170, top1_acc: 0.5867, top5_acc: 0.8039, loss_cls: 1.7332, loss: 1.7332, grad_norm: 6.0901 2020-07-28 10:02:09,648 - mmaction - INFO - Epoch [43][1920/3757] lr: 1.000e-03, eta: 4 days, 10:06:59, time: 1.576, data_time: 0.525, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8445, loss_cls: 1.5454, loss: 1.5454, grad_norm: 5.8707 2020-07-28 10:02:47,908 - mmaction - INFO - Epoch [43][1940/3757] lr: 1.000e-03, eta: 4 days, 10:06:27, time: 1.908, data_time: 1.300, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8125, loss_cls: 1.6487, loss: 1.6487, grad_norm: 6.0189 2020-07-28 10:03:21,900 - mmaction - INFO - Epoch [43][1960/3757] lr: 1.000e-03, eta: 4 days, 10:05:50, time: 1.701, data_time: 1.112, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8273, loss_cls: 1.5970, loss: 1.5970, grad_norm: 5.9082 2020-07-28 10:03:55,745 - mmaction - INFO - Epoch [43][1980/3757] lr: 1.000e-03, eta: 4 days, 10:05:13, time: 1.696, data_time: 1.128, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8203, loss_cls: 1.6210, loss: 1.6210, grad_norm: 5.9352 2020-07-28 10:04:30,672 - mmaction - INFO - Epoch [43][2000/3757] lr: 1.000e-03, eta: 4 days, 10:04:37, time: 1.739, data_time: 0.962, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8094, loss_cls: 1.6226, loss: 1.6226, grad_norm: 6.0166 2020-07-28 10:05:07,610 - mmaction - INFO - Epoch [43][2020/3757] lr: 1.000e-03, eta: 4 days, 10:04:04, time: 1.852, data_time: 1.214, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8227, loss_cls: 1.5914, loss: 1.5914, grad_norm: 5.8050 2020-07-28 10:05:42,293 - mmaction - INFO - Epoch [43][2040/3757] lr: 1.000e-03, eta: 4 days, 10:03:27, time: 1.736, data_time: 0.647, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8297, loss_cls: 1.5782, loss: 1.5782, grad_norm: 6.0320 2020-07-28 10:06:17,931 - mmaction - INFO - Epoch [43][2060/3757] lr: 1.000e-03, eta: 4 days, 10:02:52, time: 1.779, data_time: 1.148, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.4711, loss: 1.4711, grad_norm: 5.8160 2020-07-28 10:06:52,519 - mmaction - INFO - Epoch [43][2080/3757] lr: 1.000e-03, eta: 4 days, 10:02:16, time: 1.733, data_time: 1.154, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8281, loss_cls: 1.5861, loss: 1.5861, grad_norm: 5.7856 2020-07-28 10:07:26,513 - mmaction - INFO - Epoch [43][2100/3757] lr: 1.000e-03, eta: 4 days, 10:01:39, time: 1.698, data_time: 1.056, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8305, loss_cls: 1.5622, loss: 1.5622, grad_norm: 5.9638 2020-07-28 10:08:00,934 - mmaction - INFO - Epoch [43][2120/3757] lr: 1.000e-03, eta: 4 days, 10:01:02, time: 1.719, data_time: 1.042, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8297, loss_cls: 1.5239, loss: 1.5239, grad_norm: 5.9070 2020-07-28 10:08:36,686 - mmaction - INFO - Epoch [43][2140/3757] lr: 1.000e-03, eta: 4 days, 10:00:27, time: 1.790, data_time: 1.093, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8094, loss_cls: 1.6560, loss: 1.6560, grad_norm: 6.0552 2020-07-28 10:09:11,032 - mmaction - INFO - Epoch [43][2160/3757] lr: 1.000e-03, eta: 4 days, 9:59:50, time: 1.709, data_time: 1.125, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8187, loss_cls: 1.5957, loss: 1.5957, grad_norm: 5.8682 2020-07-28 10:09:45,915 - mmaction - INFO - Epoch [43][2180/3757] lr: 1.000e-03, eta: 4 days, 9:59:14, time: 1.753, data_time: 1.163, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8375, loss_cls: 1.5707, loss: 1.5707, grad_norm: 5.7423 2020-07-28 10:10:19,862 - mmaction - INFO - Epoch [43][2200/3757] lr: 1.000e-03, eta: 4 days, 9:58:37, time: 1.688, data_time: 1.109, memory: 5170, top1_acc: 0.5953, top5_acc: 0.8023, loss_cls: 1.6741, loss: 1.6741, grad_norm: 5.8971 2020-07-28 10:10:55,975 - mmaction - INFO - Epoch [43][2220/3757] lr: 1.000e-03, eta: 4 days, 9:58:02, time: 1.807, data_time: 1.264, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8414, loss_cls: 1.5550, loss: 1.5550, grad_norm: 5.8850 2020-07-28 10:11:31,829 - mmaction - INFO - Epoch [43][2240/3757] lr: 1.000e-03, eta: 4 days, 9:57:28, time: 1.800, data_time: 0.577, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8375, loss_cls: 1.4848, loss: 1.4848, grad_norm: 5.6879 2020-07-28 10:12:05,241 - mmaction - INFO - Epoch [43][2260/3757] lr: 1.000e-03, eta: 4 days, 9:56:50, time: 1.667, data_time: 0.342, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8250, loss_cls: 1.5870, loss: 1.5870, grad_norm: 5.9291 2020-07-28 10:12:38,812 - mmaction - INFO - Epoch [43][2280/3757] lr: 1.000e-03, eta: 4 days, 9:56:12, time: 1.680, data_time: 0.183, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8250, loss_cls: 1.6280, loss: 1.6280, grad_norm: 5.8355 2020-07-28 10:13:18,440 - mmaction - INFO - Epoch [43][2300/3757] lr: 1.000e-03, eta: 4 days, 9:55:42, time: 1.982, data_time: 1.074, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8250, loss_cls: 1.5986, loss: 1.5986, grad_norm: 5.9213 2020-07-28 10:13:50,021 - mmaction - INFO - Epoch [43][2320/3757] lr: 1.000e-03, eta: 4 days, 9:55:02, time: 1.581, data_time: 0.981, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8258, loss_cls: 1.6027, loss: 1.6027, grad_norm: 5.9583 2020-07-28 10:14:26,788 - mmaction - INFO - Epoch [43][2340/3757] lr: 1.000e-03, eta: 4 days, 9:54:28, time: 1.832, data_time: 0.705, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8484, loss_cls: 1.5056, loss: 1.5056, grad_norm: 5.8777 2020-07-28 10:15:02,524 - mmaction - INFO - Epoch [43][2360/3757] lr: 1.000e-03, eta: 4 days, 9:53:54, time: 1.794, data_time: 1.004, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8258, loss_cls: 1.5803, loss: 1.5803, grad_norm: 5.8877 2020-07-28 10:15:37,489 - mmaction - INFO - Epoch [43][2380/3757] lr: 1.000e-03, eta: 4 days, 9:53:18, time: 1.745, data_time: 0.510, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8055, loss_cls: 1.6474, loss: 1.6474, grad_norm: 6.0356 2020-07-28 10:16:13,721 - mmaction - INFO - Epoch [43][2400/3757] lr: 1.000e-03, eta: 4 days, 9:52:43, time: 1.811, data_time: 0.302, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8359, loss_cls: 1.4946, loss: 1.4946, grad_norm: 5.7179 2020-07-28 10:16:50,019 - mmaction - INFO - Epoch [43][2420/3757] lr: 1.000e-03, eta: 4 days, 9:52:09, time: 1.816, data_time: 0.060, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8469, loss_cls: 1.5300, loss: 1.5300, grad_norm: 5.8510 2020-07-28 10:17:26,190 - mmaction - INFO - Epoch [43][2440/3757] lr: 1.000e-03, eta: 4 days, 9:51:35, time: 1.806, data_time: 0.236, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8039, loss_cls: 1.6918, loss: 1.6918, grad_norm: 5.8897 2020-07-28 10:17:58,898 - mmaction - INFO - Epoch [43][2460/3757] lr: 1.000e-03, eta: 4 days, 9:50:56, time: 1.639, data_time: 0.234, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8289, loss_cls: 1.6190, loss: 1.6190, grad_norm: 6.0116 2020-07-28 10:18:35,105 - mmaction - INFO - Epoch [43][2480/3757] lr: 1.000e-03, eta: 4 days, 9:50:21, time: 1.801, data_time: 0.559, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8547, loss_cls: 1.5053, loss: 1.5053, grad_norm: 5.8240 2020-07-28 10:19:07,520 - mmaction - INFO - Epoch [43][2500/3757] lr: 1.000e-03, eta: 4 days, 9:49:42, time: 1.632, data_time: 0.867, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8250, loss_cls: 1.5900, loss: 1.5900, grad_norm: 5.7499 2020-07-28 10:19:41,010 - mmaction - INFO - Epoch [43][2520/3757] lr: 1.000e-03, eta: 4 days, 9:49:04, time: 1.670, data_time: 1.107, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8289, loss_cls: 1.5416, loss: 1.5416, grad_norm: 5.8550 2020-07-28 10:20:17,890 - mmaction - INFO - Epoch [43][2540/3757] lr: 1.000e-03, eta: 4 days, 9:48:31, time: 1.840, data_time: 0.681, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8234, loss_cls: 1.6119, loss: 1.6119, grad_norm: 5.8693 2020-07-28 10:20:56,214 - mmaction - INFO - Epoch [43][2560/3757] lr: 1.000e-03, eta: 4 days, 9:48:00, time: 1.924, data_time: 0.961, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8164, loss_cls: 1.5719, loss: 1.5719, grad_norm: 5.9539 2020-07-28 10:21:31,936 - mmaction - INFO - Epoch [43][2580/3757] lr: 1.000e-03, eta: 4 days, 9:47:25, time: 1.785, data_time: 1.191, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.5398, loss: 1.5398, grad_norm: 5.7929 2020-07-28 10:22:04,029 - mmaction - INFO - Epoch [43][2600/3757] lr: 1.000e-03, eta: 4 days, 9:46:45, time: 1.604, data_time: 1.040, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4450, loss: 1.4450, grad_norm: 5.5146 2020-07-28 10:22:41,627 - mmaction - INFO - Epoch [43][2620/3757] lr: 1.000e-03, eta: 4 days, 9:46:13, time: 1.881, data_time: 1.126, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8305, loss_cls: 1.5793, loss: 1.5793, grad_norm: 5.8377 2020-07-28 10:23:16,194 - mmaction - INFO - Epoch [43][2640/3757] lr: 1.000e-03, eta: 4 days, 9:45:36, time: 1.722, data_time: 0.711, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8422, loss_cls: 1.5006, loss: 1.5006, grad_norm: 5.7072 2020-07-28 10:23:52,599 - mmaction - INFO - Epoch [43][2660/3757] lr: 1.000e-03, eta: 4 days, 9:45:02, time: 1.825, data_time: 0.009, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8422, loss_cls: 1.5005, loss: 1.5005, grad_norm: 5.7385 2020-07-28 10:24:23,783 - mmaction - INFO - Epoch [43][2680/3757] lr: 1.000e-03, eta: 4 days, 9:44:21, time: 1.560, data_time: 0.009, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8219, loss_cls: 1.6000, loss: 1.6000, grad_norm: 6.0698 2020-07-28 10:25:00,304 - mmaction - INFO - Epoch [43][2700/3757] lr: 1.000e-03, eta: 4 days, 9:43:47, time: 1.827, data_time: 0.470, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8180, loss_cls: 1.6178, loss: 1.6178, grad_norm: 5.9672 2020-07-28 10:25:36,348 - mmaction - INFO - Epoch [43][2720/3757] lr: 1.000e-03, eta: 4 days, 9:43:13, time: 1.799, data_time: 0.400, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8180, loss_cls: 1.6719, loss: 1.6719, grad_norm: 6.0871 2020-07-28 10:26:13,589 - mmaction - INFO - Epoch [43][2740/3757] lr: 1.000e-03, eta: 4 days, 9:42:40, time: 1.865, data_time: 0.129, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8336, loss_cls: 1.5385, loss: 1.5385, grad_norm: 5.7283 2020-07-28 10:26:45,077 - mmaction - INFO - Epoch [43][2760/3757] lr: 1.000e-03, eta: 4 days, 9:41:59, time: 1.571, data_time: 0.008, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8305, loss_cls: 1.5435, loss: 1.5435, grad_norm: 5.9312 2020-07-28 10:27:18,336 - mmaction - INFO - Epoch [43][2780/3757] lr: 1.000e-03, eta: 4 days, 9:41:21, time: 1.666, data_time: 0.006, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8148, loss_cls: 1.6164, loss: 1.6164, grad_norm: 6.0766 2020-07-28 10:27:57,944 - mmaction - INFO - Epoch [43][2800/3757] lr: 1.000e-03, eta: 4 days, 9:40:51, time: 1.970, data_time: 0.008, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8531, loss_cls: 1.4312, loss: 1.4312, grad_norm: 5.8785 2020-07-28 10:28:31,231 - mmaction - INFO - Epoch [43][2820/3757] lr: 1.000e-03, eta: 4 days, 9:40:13, time: 1.674, data_time: 0.013, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8508, loss_cls: 1.5087, loss: 1.5087, grad_norm: 5.7533 2020-07-28 10:29:05,717 - mmaction - INFO - Epoch [43][2840/3757] lr: 1.000e-03, eta: 4 days, 9:39:37, time: 1.719, data_time: 0.017, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8148, loss_cls: 1.6523, loss: 1.6523, grad_norm: 6.0568 2020-07-28 10:29:42,175 - mmaction - INFO - Epoch [43][2860/3757] lr: 1.000e-03, eta: 4 days, 9:39:03, time: 1.830, data_time: 0.101, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8508, loss_cls: 1.4946, loss: 1.4946, grad_norm: 5.8220 2020-07-28 10:30:17,983 - mmaction - INFO - Epoch [43][2880/3757] lr: 1.000e-03, eta: 4 days, 9:38:28, time: 1.788, data_time: 0.094, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8227, loss_cls: 1.5980, loss: 1.5980, grad_norm: 5.9574 2020-07-28 10:30:51,507 - mmaction - INFO - Epoch [43][2900/3757] lr: 1.000e-03, eta: 4 days, 9:37:50, time: 1.677, data_time: 0.489, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8430, loss_cls: 1.4763, loss: 1.4763, grad_norm: 5.5487 2020-07-28 10:31:30,510 - mmaction - INFO - Epoch [43][2920/3757] lr: 1.000e-03, eta: 4 days, 9:37:20, time: 1.948, data_time: 0.099, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8422, loss_cls: 1.5570, loss: 1.5570, grad_norm: 5.8645 2020-07-28 10:32:01,604 - mmaction - INFO - Epoch [43][2940/3757] lr: 1.000e-03, eta: 4 days, 9:36:39, time: 1.557, data_time: 0.009, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4431, loss: 1.4431, grad_norm: 5.7515 2020-07-28 10:32:35,786 - mmaction - INFO - Epoch [43][2960/3757] lr: 1.000e-03, eta: 4 days, 9:36:01, time: 1.701, data_time: 0.003, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8492, loss_cls: 1.5177, loss: 1.5177, grad_norm: 6.0081 2020-07-28 10:33:14,054 - mmaction - INFO - Epoch [43][2980/3757] lr: 1.000e-03, eta: 4 days, 9:35:30, time: 1.916, data_time: 0.025, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8281, loss_cls: 1.5363, loss: 1.5363, grad_norm: 5.7979 2020-07-28 10:33:45,903 - mmaction - INFO - Epoch [43][3000/3757] lr: 1.000e-03, eta: 4 days, 9:34:50, time: 1.597, data_time: 0.009, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8438, loss_cls: 1.5328, loss: 1.5328, grad_norm: 5.7647 2020-07-28 10:34:18,859 - mmaction - INFO - Epoch [43][3020/3757] lr: 1.000e-03, eta: 4 days, 9:34:11, time: 1.647, data_time: 0.023, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8203, loss_cls: 1.6827, loss: 1.6827, grad_norm: 6.0845 2020-07-28 10:34:54,498 - mmaction - INFO - Epoch [43][3040/3757] lr: 1.000e-03, eta: 4 days, 9:33:36, time: 1.783, data_time: 0.006, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8125, loss_cls: 1.5916, loss: 1.5916, grad_norm: 5.6946 2020-07-28 10:35:31,628 - mmaction - INFO - Epoch [43][3060/3757] lr: 1.000e-03, eta: 4 days, 9:33:03, time: 1.851, data_time: 0.008, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8406, loss_cls: 1.5397, loss: 1.5397, grad_norm: 5.8102 2020-07-28 10:36:06,816 - mmaction - INFO - Epoch [43][3080/3757] lr: 1.000e-03, eta: 4 days, 9:32:28, time: 1.766, data_time: 0.011, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8242, loss_cls: 1.6231, loss: 1.6231, grad_norm: 6.0572 2020-07-28 10:36:39,363 - mmaction - INFO - Epoch [43][3100/3757] lr: 1.000e-03, eta: 4 days, 9:31:49, time: 1.621, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.4794, loss: 1.4794, grad_norm: 5.8013 2020-07-28 10:37:16,780 - mmaction - INFO - Epoch [43][3120/3757] lr: 1.000e-03, eta: 4 days, 9:31:16, time: 1.873, data_time: 0.018, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8352, loss_cls: 1.5234, loss: 1.5234, grad_norm: 5.7792 2020-07-28 10:37:52,498 - mmaction - INFO - Epoch [43][3140/3757] lr: 1.000e-03, eta: 4 days, 9:30:41, time: 1.783, data_time: 0.012, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8414, loss_cls: 1.4889, loss: 1.4889, grad_norm: 5.8009 2020-07-28 10:38:27,083 - mmaction - INFO - Epoch [43][3160/3757] lr: 1.000e-03, eta: 4 days, 9:30:05, time: 1.733, data_time: 0.589, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8414, loss_cls: 1.5387, loss: 1.5387, grad_norm: 5.9116 2020-07-28 10:39:00,605 - mmaction - INFO - Epoch [43][3180/3757] lr: 1.000e-03, eta: 4 days, 9:29:27, time: 1.674, data_time: 0.276, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8109, loss_cls: 1.6248, loss: 1.6248, grad_norm: 5.9953 2020-07-28 10:39:38,301 - mmaction - INFO - Epoch [43][3200/3757] lr: 1.000e-03, eta: 4 days, 9:28:54, time: 1.884, data_time: 0.171, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8297, loss_cls: 1.5771, loss: 1.5771, grad_norm: 5.8327 2020-07-28 10:40:12,944 - mmaction - INFO - Epoch [43][3220/3757] lr: 1.000e-03, eta: 4 days, 9:28:18, time: 1.732, data_time: 0.452, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8266, loss_cls: 1.5912, loss: 1.5912, grad_norm: 5.8296 2020-07-28 10:40:50,191 - mmaction - INFO - Epoch [43][3240/3757] lr: 1.000e-03, eta: 4 days, 9:27:45, time: 1.867, data_time: 0.696, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8250, loss_cls: 1.5659, loss: 1.5659, grad_norm: 5.7025 2020-07-28 10:41:24,263 - mmaction - INFO - Epoch [43][3260/3757] lr: 1.000e-03, eta: 4 days, 9:27:08, time: 1.704, data_time: 0.038, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8461, loss_cls: 1.5177, loss: 1.5177, grad_norm: 5.7855 2020-07-28 10:41:56,856 - mmaction - INFO - Epoch [43][3280/3757] lr: 1.000e-03, eta: 4 days, 9:26:29, time: 1.623, data_time: 0.503, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8320, loss_cls: 1.5467, loss: 1.5467, grad_norm: 5.7913 2020-07-28 10:42:32,050 - mmaction - INFO - Epoch [43][3300/3757] lr: 1.000e-03, eta: 4 days, 9:25:53, time: 1.758, data_time: 1.009, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8414, loss_cls: 1.5897, loss: 1.5897, grad_norm: 5.9505 2020-07-28 10:43:07,918 - mmaction - INFO - Epoch [43][3320/3757] lr: 1.000e-03, eta: 4 days, 9:25:19, time: 1.798, data_time: 0.533, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8461, loss_cls: 1.4774, loss: 1.4774, grad_norm: 5.5830 2020-07-28 10:43:42,925 - mmaction - INFO - Epoch [43][3340/3757] lr: 1.000e-03, eta: 4 days, 9:24:43, time: 1.754, data_time: 0.323, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8023, loss_cls: 1.6988, loss: 1.6988, grad_norm: 5.9695 2020-07-28 10:44:19,988 - mmaction - INFO - Epoch [43][3360/3757] lr: 1.000e-03, eta: 4 days, 9:24:10, time: 1.846, data_time: 0.008, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8242, loss_cls: 1.5832, loss: 1.5832, grad_norm: 5.9366 2020-07-28 10:44:53,331 - mmaction - INFO - Epoch [43][3380/3757] lr: 1.000e-03, eta: 4 days, 9:23:32, time: 1.674, data_time: 0.010, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8477, loss_cls: 1.4922, loss: 1.4922, grad_norm: 5.9121 2020-07-28 10:45:28,408 - mmaction - INFO - Epoch [43][3400/3757] lr: 1.000e-03, eta: 4 days, 9:22:56, time: 1.754, data_time: 0.008, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8258, loss_cls: 1.5775, loss: 1.5775, grad_norm: 5.9874 2020-07-28 10:46:03,261 - mmaction - INFO - Epoch [43][3420/3757] lr: 1.000e-03, eta: 4 days, 9:22:20, time: 1.742, data_time: 0.003, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8297, loss_cls: 1.5599, loss: 1.5599, grad_norm: 5.8379 2020-07-28 10:46:38,954 - mmaction - INFO - Epoch [43][3440/3757] lr: 1.000e-03, eta: 4 days, 9:21:45, time: 1.785, data_time: 0.008, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8367, loss_cls: 1.6058, loss: 1.6058, grad_norm: 6.2045 2020-07-28 10:47:09,707 - mmaction - INFO - Epoch [43][3460/3757] lr: 1.000e-03, eta: 4 days, 9:21:04, time: 1.537, data_time: 0.003, memory: 5170, top1_acc: 0.5898, top5_acc: 0.8281, loss_cls: 1.6639, loss: 1.6639, grad_norm: 6.2027 2020-07-28 10:47:46,650 - mmaction - INFO - Epoch [43][3480/3757] lr: 1.000e-03, eta: 4 days, 9:20:30, time: 1.845, data_time: 0.009, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8297, loss_cls: 1.5723, loss: 1.5723, grad_norm: 5.8677 2020-07-28 10:48:21,110 - mmaction - INFO - Epoch [43][3500/3757] lr: 1.000e-03, eta: 4 days, 9:19:54, time: 1.726, data_time: 0.374, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8219, loss_cls: 1.5619, loss: 1.5619, grad_norm: 6.0096 2020-07-28 10:48:54,436 - mmaction - INFO - Epoch [43][3520/3757] lr: 1.000e-03, eta: 4 days, 9:19:15, time: 1.658, data_time: 0.910, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8406, loss_cls: 1.5319, loss: 1.5319, grad_norm: 5.9027 2020-07-28 10:49:31,031 - mmaction - INFO - Epoch [43][3540/3757] lr: 1.000e-03, eta: 4 days, 9:18:42, time: 1.832, data_time: 0.260, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8313, loss_cls: 1.6004, loss: 1.6004, grad_norm: 5.9198 2020-07-28 10:50:08,299 - mmaction - INFO - Epoch [43][3560/3757] lr: 1.000e-03, eta: 4 days, 9:18:09, time: 1.870, data_time: 0.010, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8195, loss_cls: 1.5844, loss: 1.5844, grad_norm: 5.8854 2020-07-28 10:50:41,117 - mmaction - INFO - Epoch [43][3580/3757] lr: 1.000e-03, eta: 4 days, 9:17:30, time: 1.641, data_time: 0.002, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8297, loss_cls: 1.5898, loss: 1.5898, grad_norm: 5.8762 2020-07-28 10:51:17,642 - mmaction - INFO - Epoch [43][3600/3757] lr: 1.000e-03, eta: 4 days, 9:16:56, time: 1.821, data_time: 0.010, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8352, loss_cls: 1.5455, loss: 1.5455, grad_norm: 5.9268 2020-07-28 10:51:51,419 - mmaction - INFO - Epoch [43][3620/3757] lr: 1.000e-03, eta: 4 days, 9:16:19, time: 1.690, data_time: 0.028, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8391, loss_cls: 1.5368, loss: 1.5368, grad_norm: 5.7875 2020-07-28 10:52:27,761 - mmaction - INFO - Epoch [43][3640/3757] lr: 1.000e-03, eta: 4 days, 9:15:45, time: 1.817, data_time: 0.266, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8438, loss_cls: 1.5007, loss: 1.5007, grad_norm: 5.8522 2020-07-28 10:53:05,658 - mmaction - INFO - Epoch [43][3660/3757] lr: 1.000e-03, eta: 4 days, 9:15:13, time: 1.897, data_time: 0.857, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8242, loss_cls: 1.6243, loss: 1.6243, grad_norm: 6.0877 2020-07-28 10:53:36,074 - mmaction - INFO - Epoch [43][3680/3757] lr: 1.000e-03, eta: 4 days, 9:14:31, time: 1.523, data_time: 0.344, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8281, loss_cls: 1.5763, loss: 1.5763, grad_norm: 5.9259 2020-07-28 10:54:11,787 - mmaction - INFO - Epoch [43][3700/3757] lr: 1.000e-03, eta: 4 days, 9:13:56, time: 1.785, data_time: 1.219, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8094, loss_cls: 1.6561, loss: 1.6561, grad_norm: 6.0699 2020-07-28 10:54:43,385 - mmaction - INFO - Epoch [43][3720/3757] lr: 1.000e-03, eta: 4 days, 9:13:15, time: 1.579, data_time: 0.705, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8328, loss_cls: 1.5890, loss: 1.5890, grad_norm: 6.0609 2020-07-28 10:55:18,806 - mmaction - INFO - Epoch [43][3740/3757] lr: 1.000e-03, eta: 4 days, 9:12:40, time: 1.770, data_time: 0.407, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8094, loss_cls: 1.6759, loss: 1.6759, grad_norm: 6.1010 2020-07-28 10:55:43,491 - mmaction - INFO - Saving checkpoint at 43 epochs 2020-08-01 22:06:38,881 - mmaction - INFO - Epoch [44][20/3757] lr: 1.000e-03, eta: 7 days, 16:51:40, time: 3.108, data_time: 1.707, memory: 5166, top1_acc: 0.6188, top5_acc: 0.8344, loss_cls: 1.5482, loss: 1.5482, grad_norm: 5.8207 2020-08-01 22:07:17,409 - mmaction - INFO - Epoch [44][40/3757] lr: 1.000e-03, eta: 6 days, 5:52:41, time: 1.932, data_time: 0.031, memory: 5166, top1_acc: 0.6109, top5_acc: 0.8281, loss_cls: 1.6176, loss: 1.6176, grad_norm: 5.8308 2020-08-01 22:07:58,732 - mmaction - INFO - Epoch [44][60/3757] lr: 1.000e-03, eta: 5 days, 20:50:32, time: 2.065, data_time: 0.040, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4845, loss: 1.4845, grad_norm: 5.9476 2020-08-01 22:08:38,726 - mmaction - INFO - Epoch [44][80/3757] lr: 1.000e-03, eta: 5 days, 15:21:29, time: 2.000, data_time: 0.005, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8406, loss_cls: 1.5324, loss: 1.5324, grad_norm: 5.9236 2020-08-01 22:09:14,421 - mmaction - INFO - Epoch [44][100/3757] lr: 1.000e-03, eta: 5 days, 9:26:46, time: 1.780, data_time: 0.024, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8187, loss_cls: 1.5406, loss: 1.5406, grad_norm: 5.7442 2020-08-01 22:09:54,324 - mmaction - INFO - Epoch [44][120/3757] lr: 1.000e-03, eta: 5 days, 7:41:47, time: 2.002, data_time: 0.013, memory: 5166, top1_acc: 0.6195, top5_acc: 0.8328, loss_cls: 1.5457, loss: 1.5457, grad_norm: 6.0024 2020-08-01 22:10:34,566 - mmaction - INFO - Epoch [44][140/3757] lr: 1.000e-03, eta: 5 days, 6:30:06, time: 2.009, data_time: 0.095, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8289, loss_cls: 1.5411, loss: 1.5411, grad_norm: 5.7370 2020-08-01 22:11:13,787 - mmaction - INFO - Epoch [44][160/3757] lr: 1.000e-03, eta: 5 days, 5:15:22, time: 1.962, data_time: 0.831, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.5347, loss: 1.5347, grad_norm: 6.0212 2020-08-01 22:11:53,626 - mmaction - INFO - Epoch [44][180/3757] lr: 1.000e-03, eta: 5 days, 4:29:54, time: 1.994, data_time: 1.233, memory: 5166, top1_acc: 0.6156, top5_acc: 0.8352, loss_cls: 1.5515, loss: 1.5515, grad_norm: 6.0550 2020-08-01 22:12:35,287 - mmaction - INFO - Epoch [44][200/3757] lr: 1.000e-03, eta: 5 days, 4:23:53, time: 2.080, data_time: 1.522, memory: 5166, top1_acc: 0.6148, top5_acc: 0.8320, loss_cls: 1.5838, loss: 1.5838, grad_norm: 5.9660 2020-08-01 22:13:12,514 - mmaction - INFO - Epoch [44][220/3757] lr: 1.000e-03, eta: 5 days, 3:09:07, time: 1.865, data_time: 1.166, memory: 5166, top1_acc: 0.6172, top5_acc: 0.8359, loss_cls: 1.5763, loss: 1.5763, grad_norm: 5.9926 2020-08-01 22:13:51,066 - mmaction - INFO - Epoch [44][240/3757] lr: 1.000e-03, eta: 5 days, 2:25:26, time: 1.928, data_time: 1.037, memory: 5166, top1_acc: 0.6234, top5_acc: 0.8258, loss_cls: 1.6001, loss: 1.6001, grad_norm: 6.0294 2020-08-01 22:14:30,291 - mmaction - INFO - Epoch [44][260/3757] lr: 1.000e-03, eta: 5 days, 1:57:38, time: 1.961, data_time: 0.746, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.5083, loss: 1.5083, grad_norm: 5.7791 2020-08-01 22:15:08,105 - mmaction - INFO - Epoch [44][280/3757] lr: 1.000e-03, eta: 5 days, 1:15:00, time: 1.888, data_time: 0.363, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8484, loss_cls: 1.4800, loss: 1.4800, grad_norm: 5.8794 2020-08-01 22:15:50,263 - mmaction - INFO - Epoch [44][300/3757] lr: 1.000e-03, eta: 5 days, 1:30:32, time: 2.109, data_time: 0.066, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.5137, loss: 1.5137, grad_norm: 5.7195 2020-08-01 22:16:28,850 - mmaction - INFO - Epoch [44][320/3757] lr: 1.000e-03, eta: 5 days, 1:02:15, time: 1.922, data_time: 0.061, memory: 5166, top1_acc: 0.6172, top5_acc: 0.8195, loss_cls: 1.6267, loss: 1.6267, grad_norm: 5.9119 2020-08-01 22:17:07,935 - mmaction - INFO - Epoch [44][340/3757] lr: 1.000e-03, eta: 5 days, 0:45:53, time: 1.963, data_time: 0.617, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8516, loss_cls: 1.5164, loss: 1.5164, grad_norm: 5.8345 2020-08-01 22:17:51,289 - mmaction - INFO - Epoch [44][360/3757] lr: 1.000e-03, eta: 5 days, 1:11:47, time: 2.168, data_time: 1.256, memory: 5166, top1_acc: 0.6148, top5_acc: 0.8187, loss_cls: 1.5906, loss: 1.5906, grad_norm: 6.0710 2020-08-01 22:18:24,749 - mmaction - INFO - Epoch [44][380/3757] lr: 1.000e-03, eta: 5 days, 0:02:12, time: 1.673, data_time: 0.775, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8359, loss_cls: 1.5078, loss: 1.5078, grad_norm: 5.8956 2020-08-01 22:19:03,854 - mmaction - INFO - Epoch [44][400/3757] lr: 1.000e-03, eta: 4 days, 23:49:19, time: 1.953, data_time: 0.719, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8281, loss_cls: 1.5693, loss: 1.5693, grad_norm: 5.9390 2020-08-01 22:19:44,471 - mmaction - INFO - Epoch [44][420/3757] lr: 1.000e-03, eta: 4 days, 23:50:39, time: 2.030, data_time: 0.253, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8320, loss_cls: 1.5534, loss: 1.5534, grad_norm: 5.9945 2020-08-01 22:20:24,721 - mmaction - INFO - Epoch [44][440/3757] lr: 1.000e-03, eta: 4 days, 23:49:20, time: 2.015, data_time: 0.006, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8430, loss_cls: 1.5069, loss: 1.5069, grad_norm: 5.8969 2020-08-01 22:21:00,138 - mmaction - INFO - Epoch [44][460/3757] lr: 1.000e-03, eta: 4 days, 23:10:14, time: 1.770, data_time: 0.295, memory: 5166, top1_acc: 0.6133, top5_acc: 0.8336, loss_cls: 1.5604, loss: 1.5604, grad_norm: 5.9855 2020-08-01 22:21:42,420 - mmaction - INFO - Epoch [44][480/3757] lr: 1.000e-03, eta: 4 days, 23:25:34, time: 2.116, data_time: 0.789, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8422, loss_cls: 1.4936, loss: 1.4936, grad_norm: 5.9449 2020-08-01 22:22:17,890 - mmaction - INFO - Epoch [44][500/3757] lr: 1.000e-03, eta: 4 days, 22:50:31, time: 1.771, data_time: 0.110, memory: 5166, top1_acc: 0.6180, top5_acc: 0.8336, loss_cls: 1.5441, loss: 1.5441, grad_norm: 6.0067 2020-08-01 22:22:57,857 - mmaction - INFO - Epoch [44][520/3757] lr: 1.000e-03, eta: 4 days, 22:49:31, time: 2.000, data_time: 0.078, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8516, loss_cls: 1.4708, loss: 1.4708, grad_norm: 5.8230 2020-08-01 22:23:38,034 - mmaction - INFO - Epoch [44][540/3757] lr: 1.000e-03, eta: 4 days, 22:48:46, time: 2.002, data_time: 0.060, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8469, loss_cls: 1.4863, loss: 1.4863, grad_norm: 5.9932 2020-08-01 22:24:16,518 - mmaction - INFO - Epoch [44][560/3757] lr: 1.000e-03, eta: 4 days, 22:39:01, time: 1.931, data_time: 0.142, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5305, loss: 1.5305, grad_norm: 5.8365 2020-08-01 22:24:55,132 - mmaction - INFO - Epoch [44][580/3757] lr: 1.000e-03, eta: 4 days, 22:29:18, time: 1.926, data_time: 0.070, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8406, loss_cls: 1.5058, loss: 1.5058, grad_norm: 5.8233 2020-08-01 22:25:36,160 - mmaction - INFO - Epoch [44][600/3757] lr: 1.000e-03, eta: 4 days, 22:35:24, time: 2.054, data_time: 0.008, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8664, loss_cls: 1.4513, loss: 1.4513, grad_norm: 5.8231 2020-08-01 22:26:14,506 - mmaction - INFO - Epoch [44][620/3757] lr: 1.000e-03, eta: 4 days, 22:25:30, time: 1.919, data_time: 0.007, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8289, loss_cls: 1.5474, loss: 1.5474, grad_norm: 6.0522 2020-08-01 22:26:54,694 - mmaction - INFO - Epoch [44][640/3757] lr: 1.000e-03, eta: 4 days, 22:25:56, time: 2.006, data_time: 0.008, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.5915, loss: 1.5915, grad_norm: 6.0268 2020-08-01 22:27:34,614 - mmaction - INFO - Epoch [44][660/3757] lr: 1.000e-03, eta: 4 days, 22:25:17, time: 1.997, data_time: 0.008, memory: 5166, top1_acc: 0.6000, top5_acc: 0.8359, loss_cls: 1.6560, loss: 1.6560, grad_norm: 6.0556 2020-08-01 22:28:11,926 - mmaction - INFO - Epoch [44][680/3757] lr: 1.000e-03, eta: 4 days, 22:11:12, time: 1.869, data_time: 0.016, memory: 5166, top1_acc: 0.6000, top5_acc: 0.8297, loss_cls: 1.6298, loss: 1.6298, grad_norm: 6.1525 2020-08-01 22:28:51,640 - mmaction - INFO - Epoch [44][700/3757] lr: 1.000e-03, eta: 4 days, 22:09:25, time: 1.982, data_time: 0.090, memory: 5166, top1_acc: 0.6227, top5_acc: 0.8344, loss_cls: 1.4985, loss: 1.4985, grad_norm: 5.8908 2020-08-01 22:29:35,005 - mmaction - INFO - Epoch [44][720/3757] lr: 1.000e-03, eta: 4 days, 22:26:27, time: 2.172, data_time: 0.102, memory: 5166, top1_acc: 0.6203, top5_acc: 0.8273, loss_cls: 1.5550, loss: 1.5550, grad_norm: 5.8132 2020-08-01 22:30:10,067 - mmaction - INFO - Epoch [44][740/3757] lr: 1.000e-03, eta: 4 days, 22:01:55, time: 1.749, data_time: 0.013, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8320, loss_cls: 1.5286, loss: 1.5286, grad_norm: 5.8830 2020-08-01 22:30:49,076 - mmaction - INFO - Epoch [44][760/3757] lr: 1.000e-03, eta: 4 days, 21:57:08, time: 1.947, data_time: 1.035, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8414, loss_cls: 1.4848, loss: 1.4848, grad_norm: 5.9409 2020-08-01 22:31:26,441 - mmaction - INFO - Epoch [44][780/3757] lr: 1.000e-03, eta: 4 days, 21:45:49, time: 1.873, data_time: 1.319, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8375, loss_cls: 1.4987, loss: 1.4987, grad_norm: 5.9111 2020-08-01 22:32:04,016 - mmaction - INFO - Epoch [44][800/3757] lr: 1.000e-03, eta: 4 days, 21:35:17, time: 1.876, data_time: 1.281, memory: 5166, top1_acc: 0.6055, top5_acc: 0.8297, loss_cls: 1.6469, loss: 1.6469, grad_norm: 6.1108 2020-08-01 22:32:45,040 - mmaction - INFO - Epoch [44][820/3757] lr: 1.000e-03, eta: 4 days, 21:40:28, time: 2.052, data_time: 0.750, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8414, loss_cls: 1.4928, loss: 1.4928, grad_norm: 6.0011 2020-08-01 22:33:25,811 - mmaction - INFO - Epoch [44][840/3757] lr: 1.000e-03, eta: 4 days, 21:44:36, time: 2.042, data_time: 0.414, memory: 5166, top1_acc: 0.6094, top5_acc: 0.8344, loss_cls: 1.5951, loss: 1.5951, grad_norm: 6.1402 2020-08-01 22:34:05,039 - mmaction - INFO - Epoch [44][860/3757] lr: 1.000e-03, eta: 4 days, 21:41:46, time: 1.961, data_time: 0.120, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8422, loss_cls: 1.4872, loss: 1.4872, grad_norm: 5.7653 2020-08-01 22:34:44,664 - mmaction - INFO - Epoch [44][880/3757] lr: 1.000e-03, eta: 4 days, 21:40:45, time: 1.982, data_time: 0.464, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8461, loss_cls: 1.5047, loss: 1.5047, grad_norm: 5.8567 2020-08-01 22:35:26,126 - mmaction - INFO - Epoch [44][900/3757] lr: 1.000e-03, eta: 4 days, 21:46:36, time: 2.069, data_time: 0.179, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8336, loss_cls: 1.5488, loss: 1.5488, grad_norm: 5.8167 2020-08-01 22:36:07,636 - mmaction - INFO - Epoch [44][920/3757] lr: 1.000e-03, eta: 4 days, 21:52:56, time: 2.079, data_time: 0.013, memory: 5166, top1_acc: 0.6203, top5_acc: 0.8313, loss_cls: 1.5576, loss: 1.5576, grad_norm: 6.1021 2020-08-01 22:36:45,124 - mmaction - INFO - Epoch [44][940/3757] lr: 1.000e-03, eta: 4 days, 21:43:06, time: 1.869, data_time: 0.007, memory: 5166, top1_acc: 0.6203, top5_acc: 0.8453, loss_cls: 1.4883, loss: 1.4883, grad_norm: 5.9130 2020-08-01 22:37:26,214 - mmaction - INFO - Epoch [44][960/3757] lr: 1.000e-03, eta: 4 days, 21:47:38, time: 2.058, data_time: 0.012, memory: 5166, top1_acc: 0.5938, top5_acc: 0.7906, loss_cls: 1.7519, loss: 1.7519, grad_norm: 6.1047 2020-08-01 22:38:05,497 - mmaction - INFO - Epoch [44][980/3757] lr: 1.000e-03, eta: 4 days, 21:45:09, time: 1.964, data_time: 0.012, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8352, loss_cls: 1.4869, loss: 1.4869, grad_norm: 5.8183 2020-08-01 22:38:38,821 - mmaction - INFO - Epoch [44][1000/3757] lr: 1.000e-03, eta: 4 days, 21:21:37, time: 1.667, data_time: 0.008, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8219, loss_cls: 1.5768, loss: 1.5768, grad_norm: 6.0519 2020-08-01 22:39:19,566 - mmaction - INFO - Epoch [44][1020/3757] lr: 1.000e-03, eta: 4 days, 21:24:57, time: 2.040, data_time: 0.104, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8352, loss_cls: 1.5273, loss: 1.5273, grad_norm: 5.9625 2020-08-01 22:39:58,806 - mmaction - INFO - Epoch [44][1040/3757] lr: 1.000e-03, eta: 4 days, 21:22:41, time: 1.960, data_time: 0.007, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8391, loss_cls: 1.5120, loss: 1.5120, grad_norm: 5.7089 2020-08-01 22:40:39,556 - mmaction - INFO - Epoch [44][1060/3757] lr: 1.000e-03, eta: 4 days, 21:25:40, time: 2.037, data_time: 0.010, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8344, loss_cls: 1.5957, loss: 1.5957, grad_norm: 6.1655 2020-08-01 22:41:16,896 - mmaction - INFO - Epoch [44][1080/3757] lr: 1.000e-03, eta: 4 days, 21:17:11, time: 1.865, data_time: 0.010, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8430, loss_cls: 1.4980, loss: 1.4980, grad_norm: 5.8425 2020-08-01 22:41:52,089 - mmaction - INFO - Epoch [44][1100/3757] lr: 1.000e-03, eta: 4 days, 21:02:21, time: 1.762, data_time: 0.077, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8242, loss_cls: 1.5340, loss: 1.5340, grad_norm: 5.8595 2020-08-01 22:42:34,106 - mmaction - INFO - Epoch [44][1120/3757] lr: 1.000e-03, eta: 4 days, 21:09:40, time: 2.103, data_time: 0.157, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8500, loss_cls: 1.4578, loss: 1.4578, grad_norm: 6.0486 2020-08-01 22:43:16,447 - mmaction - INFO - Epoch [44][1140/3757] lr: 1.000e-03, eta: 4 days, 21:17:29, time: 2.116, data_time: 0.002, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8352, loss_cls: 1.5669, loss: 1.5669, grad_norm: 6.0963 2020-08-01 22:43:51,073 - mmaction - INFO - Epoch [44][1160/3757] lr: 1.000e-03, eta: 4 days, 21:01:14, time: 1.728, data_time: 0.032, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8570, loss_cls: 1.4596, loss: 1.4596, grad_norm: 5.8439 2020-08-01 22:44:32,429 - mmaction - INFO - Epoch [44][1180/3757] lr: 1.000e-03, eta: 4 days, 21:06:13, time: 2.072, data_time: 0.482, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8305, loss_cls: 1.5389, loss: 1.5389, grad_norm: 5.8042 2020-08-01 22:45:12,452 - mmaction - INFO - Epoch [44][1200/3757] lr: 1.000e-03, eta: 4 days, 21:06:25, time: 1.994, data_time: 0.117, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8414, loss_cls: 1.4795, loss: 1.4795, grad_norm: 5.7053 2020-08-01 22:45:46,834 - mmaction - INFO - Epoch [44][1220/3757] lr: 1.000e-03, eta: 4 days, 20:50:59, time: 1.726, data_time: 0.082, memory: 5166, top1_acc: 0.6203, top5_acc: 0.8391, loss_cls: 1.5508, loss: 1.5508, grad_norm: 6.0764 2020-08-01 22:46:25,831 - mmaction - INFO - Epoch [44][1240/3757] lr: 1.000e-03, eta: 4 days, 20:48:53, time: 1.950, data_time: 0.132, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8375, loss_cls: 1.4931, loss: 1.4931, grad_norm: 5.8214 2020-08-01 22:47:05,328 - mmaction - INFO - Epoch [44][1260/3757] lr: 1.000e-03, eta: 4 days, 20:47:58, time: 1.971, data_time: 0.007, memory: 5166, top1_acc: 0.6258, top5_acc: 0.8422, loss_cls: 1.5284, loss: 1.5284, grad_norm: 6.1444 2020-08-01 22:47:48,017 - mmaction - INFO - Epoch [44][1280/3757] lr: 1.000e-03, eta: 4 days, 20:56:20, time: 2.138, data_time: 0.009, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8375, loss_cls: 1.5122, loss: 1.5122, grad_norm: 5.9330 2020-08-01 22:48:24,664 - mmaction - INFO - Epoch [44][1300/3757] lr: 1.000e-03, eta: 4 days, 20:47:37, time: 1.830, data_time: 0.008, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8492, loss_cls: 1.5037, loss: 1.5037, grad_norm: 5.9604 2020-08-01 22:49:03,865 - mmaction - INFO - Epoch [44][1320/3757] lr: 1.000e-03, eta: 4 days, 20:46:08, time: 1.960, data_time: 0.011, memory: 5166, top1_acc: 0.6219, top5_acc: 0.8164, loss_cls: 1.5878, loss: 1.5878, grad_norm: 6.1441 2020-08-01 22:49:41,712 - mmaction - INFO - Epoch [44][1340/3757] lr: 1.000e-03, eta: 4 days, 20:41:14, time: 1.895, data_time: 0.120, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.5131, loss: 1.5131, grad_norm: 5.9533 2020-08-01 22:50:21,729 - mmaction - INFO - Epoch [44][1360/3757] lr: 1.000e-03, eta: 4 days, 20:41:16, time: 1.987, data_time: 0.207, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8313, loss_cls: 1.5411, loss: 1.5411, grad_norm: 6.0875 2020-08-01 22:51:02,238 - mmaction - INFO - Epoch [44][1380/3757] lr: 1.000e-03, eta: 4 days, 20:43:53, time: 2.038, data_time: 0.055, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8406, loss_cls: 1.5397, loss: 1.5397, grad_norm: 6.0206 2020-08-01 22:51:37,134 - mmaction - INFO - Epoch [44][1400/3757] lr: 1.000e-03, eta: 4 days, 20:31:21, time: 1.741, data_time: 0.007, memory: 5166, top1_acc: 0.6234, top5_acc: 0.8320, loss_cls: 1.5656, loss: 1.5656, grad_norm: 5.8755 2020-08-01 22:52:16,669 - mmaction - INFO - Epoch [44][1420/3757] lr: 1.000e-03, eta: 4 days, 20:30:54, time: 1.976, data_time: 0.293, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.4705, loss: 1.4705, grad_norm: 5.8534 2020-08-01 22:52:56,764 - mmaction - INFO - Epoch [44][1440/3757] lr: 1.000e-03, eta: 4 days, 20:32:07, time: 2.010, data_time: 0.009, memory: 5166, top1_acc: 0.6273, top5_acc: 0.8422, loss_cls: 1.5074, loss: 1.5074, grad_norm: 6.1208 2020-08-01 22:53:34,734 - mmaction - INFO - Epoch [44][1460/3757] lr: 1.000e-03, eta: 4 days, 20:27:49, time: 1.897, data_time: 0.007, memory: 5166, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.6014, loss: 1.6014, grad_norm: 6.0262 2020-08-01 22:54:15,571 - mmaction - INFO - Epoch [44][1480/3757] lr: 1.000e-03, eta: 4 days, 20:30:38, time: 2.044, data_time: 0.029, memory: 5166, top1_acc: 0.6141, top5_acc: 0.8320, loss_cls: 1.5287, loss: 1.5287, grad_norm: 6.0488 2020-08-01 22:54:53,583 - mmaction - INFO - Epoch [44][1500/3757] lr: 1.000e-03, eta: 4 days, 20:26:31, time: 1.899, data_time: 0.020, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8398, loss_cls: 1.5540, loss: 1.5540, grad_norm: 6.1054 2020-08-01 22:55:33,659 - mmaction - INFO - Epoch [44][1520/3757] lr: 1.000e-03, eta: 4 days, 20:27:29, time: 2.006, data_time: 0.033, memory: 5166, top1_acc: 0.6156, top5_acc: 0.8383, loss_cls: 1.5450, loss: 1.5450, grad_norm: 6.0957 2020-08-01 22:56:10,534 - mmaction - INFO - Epoch [44][1540/3757] lr: 1.000e-03, eta: 4 days, 20:20:51, time: 1.842, data_time: 0.033, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8305, loss_cls: 1.5282, loss: 1.5282, grad_norm: 5.9791 2020-08-01 22:56:50,661 - mmaction - INFO - Epoch [44][1560/3757] lr: 1.000e-03, eta: 4 days, 20:21:44, time: 2.004, data_time: 0.021, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8352, loss_cls: 1.5030, loss: 1.5030, grad_norm: 5.8880 2020-08-01 22:57:31,506 - mmaction - INFO - Epoch [44][1580/3757] lr: 1.000e-03, eta: 4 days, 20:24:20, time: 2.043, data_time: 0.012, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8453, loss_cls: 1.4666, loss: 1.4666, grad_norm: 6.0785 2020-08-01 22:58:13,115 - mmaction - INFO - Epoch [44][1600/3757] lr: 1.000e-03, eta: 4 days, 20:28:37, time: 2.083, data_time: 0.009, memory: 5166, top1_acc: 0.6055, top5_acc: 0.8289, loss_cls: 1.6224, loss: 1.6224, grad_norm: 5.9913 2020-08-01 22:58:48,892 - mmaction - INFO - Epoch [44][1620/3757] lr: 1.000e-03, eta: 4 days, 20:19:31, time: 1.780, data_time: 0.008, memory: 5166, top1_acc: 0.6055, top5_acc: 0.8070, loss_cls: 1.6702, loss: 1.6702, grad_norm: 6.1671 2020-08-01 22:59:29,054 - mmaction - INFO - Epoch [44][1640/3757] lr: 1.000e-03, eta: 4 days, 20:20:48, time: 2.015, data_time: 0.013, memory: 5166, top1_acc: 0.6227, top5_acc: 0.8195, loss_cls: 1.5433, loss: 1.5433, grad_norm: 5.7952 2020-08-01 23:00:07,075 - mmaction - INFO - Epoch [44][1660/3757] lr: 1.000e-03, eta: 4 days, 20:17:07, time: 1.900, data_time: 0.010, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8383, loss_cls: 1.5469, loss: 1.5469, grad_norm: 5.8945 2020-08-01 23:00:42,416 - mmaction - INFO - Epoch [44][1680/3757] lr: 1.000e-03, eta: 4 days, 20:07:58, time: 1.769, data_time: 0.011, memory: 5166, top1_acc: 0.6148, top5_acc: 0.8227, loss_cls: 1.6307, loss: 1.6307, grad_norm: 6.2006 2020-08-01 23:01:22,782 - mmaction - INFO - Epoch [44][1700/3757] lr: 1.000e-03, eta: 4 days, 20:09:14, time: 2.014, data_time: 0.011, memory: 5166, top1_acc: 0.5891, top5_acc: 0.8156, loss_cls: 1.6732, loss: 1.6732, grad_norm: 6.3139 2020-08-01 23:01:58,946 - mmaction - INFO - Epoch [44][1720/3757] lr: 1.000e-03, eta: 4 days, 20:02:14, time: 1.814, data_time: 0.170, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8367, loss_cls: 1.5270, loss: 1.5270, grad_norm: 5.9602 2020-08-01 23:02:40,644 - mmaction - INFO - Epoch [44][1740/3757] lr: 1.000e-03, eta: 4 days, 20:06:06, time: 2.077, data_time: 0.325, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8180, loss_cls: 1.5777, loss: 1.5777, grad_norm: 5.8756 2020-08-01 23:03:20,037 - mmaction - INFO - Epoch [44][1760/3757] lr: 1.000e-03, eta: 4 days, 20:05:40, time: 1.973, data_time: 0.298, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8406, loss_cls: 1.4958, loss: 1.4958, grad_norm: 5.7903 2020-08-01 23:03:57,875 - mmaction - INFO - Epoch [44][1780/3757] lr: 1.000e-03, eta: 4 days, 20:02:09, time: 1.896, data_time: 0.026, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8414, loss_cls: 1.5211, loss: 1.5211, grad_norm: 6.0289 2020-08-01 23:04:36,615 - mmaction - INFO - Epoch [44][1800/3757] lr: 1.000e-03, eta: 4 days, 20:00:05, time: 1.931, data_time: 0.053, memory: 5166, top1_acc: 0.6062, top5_acc: 0.8203, loss_cls: 1.6075, loss: 1.6075, grad_norm: 5.9054 2020-08-01 23:05:18,841 - mmaction - INFO - Epoch [44][1820/3757] lr: 1.000e-03, eta: 4 days, 20:05:03, time: 2.111, data_time: 0.008, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.5231, loss: 1.5231, grad_norm: 5.7914 2020-08-01 23:05:58,422 - mmaction - INFO - Epoch [44][1840/3757] lr: 1.000e-03, eta: 4 days, 20:04:59, time: 1.983, data_time: 0.009, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8344, loss_cls: 1.5465, loss: 1.5465, grad_norm: 6.0087 2020-08-01 23:06:35,065 - mmaction - INFO - Epoch [44][1860/3757] lr: 1.000e-03, eta: 4 days, 19:59:07, time: 1.831, data_time: 0.016, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8273, loss_cls: 1.5450, loss: 1.5450, grad_norm: 6.1238 2020-08-01 23:07:14,017 - mmaction - INFO - Epoch [44][1880/3757] lr: 1.000e-03, eta: 4 days, 19:57:49, time: 1.950, data_time: 0.006, memory: 5166, top1_acc: 0.6070, top5_acc: 0.8305, loss_cls: 1.5882, loss: 1.5882, grad_norm: 6.0978 2020-08-01 23:07:52,287 - mmaction - INFO - Epoch [44][1900/3757] lr: 1.000e-03, eta: 4 days, 19:54:53, time: 1.906, data_time: 0.023, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.5293, loss: 1.5293, grad_norm: 5.8278 2020-08-01 23:08:30,049 - mmaction - INFO - Epoch [44][1920/3757] lr: 1.000e-03, eta: 4 days, 19:51:37, time: 1.895, data_time: 0.132, memory: 5166, top1_acc: 0.6258, top5_acc: 0.8391, loss_cls: 1.5018, loss: 1.5018, grad_norm: 5.8761 2020-08-01 23:09:08,036 - mmaction - INFO - Epoch [44][1940/3757] lr: 1.000e-03, eta: 4 days, 19:48:26, time: 1.896, data_time: 0.637, memory: 5166, top1_acc: 0.6188, top5_acc: 0.8148, loss_cls: 1.6375, loss: 1.6375, grad_norm: 5.9633 2020-08-01 23:09:48,722 - mmaction - INFO - Epoch [44][1960/3757] lr: 1.000e-03, eta: 4 days, 19:50:28, time: 2.039, data_time: 0.010, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8289, loss_cls: 1.5468, loss: 1.5468, grad_norm: 5.8347 2020-08-01 23:10:29,001 - mmaction - INFO - Epoch [44][1980/3757] lr: 1.000e-03, eta: 4 days, 19:51:11, time: 2.004, data_time: 0.006, memory: 5166, top1_acc: 0.6203, top5_acc: 0.8078, loss_cls: 1.6289, loss: 1.6289, grad_norm: 6.1498 2020-08-01 23:11:04,223 - mmaction - INFO - Epoch [44][2000/3757] lr: 1.000e-03, eta: 4 days, 19:43:37, time: 1.771, data_time: 0.013, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8266, loss_cls: 1.5581, loss: 1.5581, grad_norm: 5.8124 2020-08-01 23:11:46,867 - mmaction - INFO - Epoch [44][2020/3757] lr: 1.000e-03, eta: 4 days, 19:48:45, time: 2.129, data_time: 0.010, memory: 5166, top1_acc: 0.6203, top5_acc: 0.8352, loss_cls: 1.5586, loss: 1.5586, grad_norm: 6.0747 2020-08-01 23:12:22,496 - mmaction - INFO - Epoch [44][2040/3757] lr: 1.000e-03, eta: 4 days, 19:41:37, time: 1.778, data_time: 0.019, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8398, loss_cls: 1.5106, loss: 1.5106, grad_norm: 5.7318 2020-08-01 23:13:02,800 - mmaction - INFO - Epoch [44][2060/3757] lr: 1.000e-03, eta: 4 days, 19:42:53, time: 2.020, data_time: 0.119, memory: 5166, top1_acc: 0.6234, top5_acc: 0.8250, loss_cls: 1.6023, loss: 1.6023, grad_norm: 6.0566 2020-08-01 23:13:42,076 - mmaction - INFO - Epoch [44][2080/3757] lr: 1.000e-03, eta: 4 days, 19:42:03, time: 1.959, data_time: 0.009, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8305, loss_cls: 1.5586, loss: 1.5586, grad_norm: 6.0843 2020-08-01 23:14:23,983 - mmaction - INFO - Epoch [44][2100/3757] lr: 1.000e-03, eta: 4 days, 19:46:01, time: 2.101, data_time: 0.014, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8352, loss_cls: 1.5243, loss: 1.5243, grad_norm: 5.9982 2020-08-01 23:15:01,938 - mmaction - INFO - Epoch [44][2120/3757] lr: 1.000e-03, eta: 4 days, 19:43:05, time: 1.897, data_time: 0.019, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8328, loss_cls: 1.4842, loss: 1.4842, grad_norm: 5.9136 2020-08-01 23:15:42,102 - mmaction - INFO - Epoch [44][2140/3757] lr: 1.000e-03, eta: 4 days, 19:43:56, time: 2.010, data_time: 0.004, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8398, loss_cls: 1.5200, loss: 1.5200, grad_norm: 5.9673 2020-08-01 23:16:17,800 - mmaction - INFO - Epoch [44][2160/3757] lr: 1.000e-03, eta: 4 days, 19:37:08, time: 1.777, data_time: 0.007, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8414, loss_cls: 1.4558, loss: 1.4558, grad_norm: 5.8394 2020-08-01 23:16:57,540 - mmaction - INFO - Epoch [44][2180/3757] lr: 1.000e-03, eta: 4 days, 19:37:14, time: 1.987, data_time: 0.267, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8141, loss_cls: 1.5823, loss: 1.5823, grad_norm: 5.9765 2020-08-01 23:17:37,238 - mmaction - INFO - Epoch [44][2200/3757] lr: 1.000e-03, eta: 4 days, 19:37:31, time: 1.993, data_time: 0.196, memory: 5166, top1_acc: 0.6008, top5_acc: 0.8094, loss_cls: 1.6456, loss: 1.6456, grad_norm: 6.1196 2020-08-01 23:18:15,308 - mmaction - INFO - Epoch [44][2220/3757] lr: 1.000e-03, eta: 4 days, 19:34:43, time: 1.897, data_time: 1.167, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8320, loss_cls: 1.5521, loss: 1.5521, grad_norm: 6.0119 2020-08-01 23:18:55,083 - mmaction - INFO - Epoch [44][2240/3757] lr: 1.000e-03, eta: 4 days, 19:34:58, time: 1.992, data_time: 1.411, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5754, loss: 1.5754, grad_norm: 6.1442 2020-08-01 23:19:33,145 - mmaction - INFO - Epoch [44][2260/3757] lr: 1.000e-03, eta: 4 days, 19:32:07, time: 1.894, data_time: 0.901, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.5043, loss: 1.5043, grad_norm: 5.8815 2020-08-01 23:20:09,635 - mmaction - INFO - Epoch [44][2280/3757] lr: 1.000e-03, eta: 4 days, 19:27:30, time: 1.835, data_time: 0.856, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8289, loss_cls: 1.5395, loss: 1.5395, grad_norm: 6.0656 2020-08-01 23:20:49,486 - mmaction - INFO - Epoch [44][2300/3757] lr: 1.000e-03, eta: 4 days, 19:27:50, time: 1.994, data_time: 0.019, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8430, loss_cls: 1.5337, loss: 1.5337, grad_norm: 6.0648 2020-08-01 23:21:28,775 - mmaction - INFO - Epoch [44][2320/3757] lr: 1.000e-03, eta: 4 days, 19:27:07, time: 1.960, data_time: 0.492, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8336, loss_cls: 1.4925, loss: 1.4925, grad_norm: 5.8601 2020-08-01 23:22:08,280 - mmaction - INFO - Epoch [44][2340/3757] lr: 1.000e-03, eta: 4 days, 19:26:54, time: 1.977, data_time: 0.904, memory: 5166, top1_acc: 0.6102, top5_acc: 0.8242, loss_cls: 1.6146, loss: 1.6146, grad_norm: 6.2274 2020-08-01 23:22:46,370 - mmaction - INFO - Epoch [44][2360/3757] lr: 1.000e-03, eta: 4 days, 19:24:36, time: 1.907, data_time: 1.113, memory: 5166, top1_acc: 0.6227, top5_acc: 0.8328, loss_cls: 1.5669, loss: 1.5669, grad_norm: 6.0012 2020-08-01 23:23:27,493 - mmaction - INFO - Epoch [44][2380/3757] lr: 1.000e-03, eta: 4 days, 19:26:44, time: 2.056, data_time: 1.432, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.4605, loss: 1.4605, grad_norm: 5.8621 2020-08-01 23:24:05,527 - mmaction - INFO - Epoch [44][2400/3757] lr: 1.000e-03, eta: 4 days, 19:24:21, time: 1.904, data_time: 1.317, memory: 5166, top1_acc: 0.6078, top5_acc: 0.8219, loss_cls: 1.6287, loss: 1.6287, grad_norm: 6.0068 2020-08-01 23:24:43,248 - mmaction - INFO - Epoch [44][2420/3757] lr: 1.000e-03, eta: 4 days, 19:21:26, time: 1.885, data_time: 1.089, memory: 5166, top1_acc: 0.6195, top5_acc: 0.8289, loss_cls: 1.5950, loss: 1.5950, grad_norm: 6.3331 2020-08-01 23:25:21,591 - mmaction - INFO - Epoch [44][2440/3757] lr: 1.000e-03, eta: 4 days, 19:19:17, time: 1.910, data_time: 0.045, memory: 5166, top1_acc: 0.6188, top5_acc: 0.8359, loss_cls: 1.6043, loss: 1.6043, grad_norm: 6.1246 2020-08-01 23:26:00,465 - mmaction - INFO - Epoch [44][2460/3757] lr: 1.000e-03, eta: 4 days, 19:18:20, time: 1.951, data_time: 0.503, memory: 5166, top1_acc: 0.6211, top5_acc: 0.8273, loss_cls: 1.6085, loss: 1.6085, grad_norm: 6.3573 2020-08-01 23:26:42,426 - mmaction - INFO - Epoch [44][2480/3757] lr: 1.000e-03, eta: 4 days, 19:21:29, time: 2.095, data_time: 0.009, memory: 5166, top1_acc: 0.6125, top5_acc: 0.8297, loss_cls: 1.6184, loss: 1.6184, grad_norm: 6.1552 2020-08-01 23:27:21,764 - mmaction - INFO - Epoch [44][2500/3757] lr: 1.000e-03, eta: 4 days, 19:21:00, time: 1.968, data_time: 0.009, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8320, loss_cls: 1.4928, loss: 1.4928, grad_norm: 5.8085 2020-08-01 23:27:59,322 - mmaction - INFO - Epoch [44][2520/3757] lr: 1.000e-03, eta: 4 days, 19:18:06, time: 1.882, data_time: 0.009, memory: 5166, top1_acc: 0.6273, top5_acc: 0.8328, loss_cls: 1.5867, loss: 1.5867, grad_norm: 5.9889 2020-08-01 23:28:39,553 - mmaction - INFO - Epoch [44][2540/3757] lr: 1.000e-03, eta: 4 days, 19:18:35, time: 2.002, data_time: 0.008, memory: 5166, top1_acc: 0.6219, top5_acc: 0.8328, loss_cls: 1.5792, loss: 1.5792, grad_norm: 5.9469 2020-08-01 23:29:18,653 - mmaction - INFO - Epoch [44][2560/3757] lr: 1.000e-03, eta: 4 days, 19:18:01, time: 1.965, data_time: 0.317, memory: 5166, top1_acc: 0.6023, top5_acc: 0.8242, loss_cls: 1.6052, loss: 1.6052, grad_norm: 6.2226 2020-08-01 23:29:58,225 - mmaction - INFO - Epoch [44][2580/3757] lr: 1.000e-03, eta: 4 days, 19:17:34, time: 1.969, data_time: 0.539, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8398, loss_cls: 1.5724, loss: 1.5724, grad_norm: 5.9524 2020-08-01 23:30:37,500 - mmaction - INFO - Epoch [44][2600/3757] lr: 1.000e-03, eta: 4 days, 19:17:12, time: 1.972, data_time: 0.012, memory: 5166, top1_acc: 0.5820, top5_acc: 0.8102, loss_cls: 1.7408, loss: 1.7408, grad_norm: 6.4177 2020-08-01 23:31:17,275 - mmaction - INFO - Epoch [44][2620/3757] lr: 1.000e-03, eta: 4 days, 19:17:05, time: 1.982, data_time: 0.009, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8195, loss_cls: 1.5882, loss: 1.5882, grad_norm: 6.0488 2020-08-01 23:31:56,832 - mmaction - INFO - Epoch [44][2640/3757] lr: 1.000e-03, eta: 4 days, 19:17:02, time: 1.984, data_time: 0.196, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8352, loss_cls: 1.5666, loss: 1.5666, grad_norm: 6.0007 2020-08-01 23:32:34,013 - mmaction - INFO - Epoch [44][2660/3757] lr: 1.000e-03, eta: 4 days, 19:13:39, time: 1.859, data_time: 0.049, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.5211, loss: 1.5211, grad_norm: 5.9038 2020-08-01 23:33:10,106 - mmaction - INFO - Epoch [44][2680/3757] lr: 1.000e-03, eta: 4 days, 19:08:50, time: 1.803, data_time: 0.003, memory: 5166, top1_acc: 0.6156, top5_acc: 0.8227, loss_cls: 1.6343, loss: 1.6343, grad_norm: 6.1230 2020-08-01 23:33:50,120 - mmaction - INFO - Epoch [44][2700/3757] lr: 1.000e-03, eta: 4 days, 19:09:02, time: 1.993, data_time: 0.015, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8453, loss_cls: 1.5119, loss: 1.5119, grad_norm: 6.1012 2020-08-01 23:34:28,964 - mmaction - INFO - Epoch [44][2720/3757] lr: 1.000e-03, eta: 4 days, 19:08:06, time: 1.950, data_time: 0.011, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4443, loss: 1.4443, grad_norm: 5.8419 2020-08-01 23:35:09,989 - mmaction - INFO - Epoch [44][2740/3757] lr: 1.000e-03, eta: 4 days, 19:09:45, time: 2.050, data_time: 0.009, memory: 5166, top1_acc: 0.6156, top5_acc: 0.8242, loss_cls: 1.6433, loss: 1.6433, grad_norm: 6.1577 2020-08-01 23:35:48,039 - mmaction - INFO - Epoch [44][2760/3757] lr: 1.000e-03, eta: 4 days, 19:07:38, time: 1.904, data_time: 0.005, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8477, loss_cls: 1.5101, loss: 1.5101, grad_norm: 5.9627 2020-08-01 23:36:30,712 - mmaction - INFO - Epoch [44][2780/3757] lr: 1.000e-03, eta: 4 days, 19:11:25, time: 2.135, data_time: 0.016, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8500, loss_cls: 1.4944, loss: 1.4944, grad_norm: 5.9913 2020-08-01 23:37:07,350 - mmaction - INFO - Epoch [44][2800/3757] lr: 1.000e-03, eta: 4 days, 19:07:23, time: 1.828, data_time: 0.002, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8211, loss_cls: 1.5077, loss: 1.5077, grad_norm: 5.7658 2020-08-01 23:37:47,148 - mmaction - INFO - Epoch [44][2820/3757] lr: 1.000e-03, eta: 4 days, 19:07:33, time: 1.994, data_time: 0.039, memory: 5166, top1_acc: 0.6000, top5_acc: 0.8313, loss_cls: 1.6068, loss: 1.6068, grad_norm: 6.2223 2020-08-01 23:38:26,666 - mmaction - INFO - Epoch [44][2840/3757] lr: 1.000e-03, eta: 4 days, 19:07:14, time: 1.975, data_time: 0.367, memory: 5166, top1_acc: 0.6117, top5_acc: 0.8281, loss_cls: 1.5984, loss: 1.5984, grad_norm: 6.1237 2020-08-01 23:39:06,224 - mmaction - INFO - Epoch [44][2860/3757] lr: 1.000e-03, eta: 4 days, 19:06:54, time: 1.974, data_time: 0.372, memory: 5166, top1_acc: 0.6180, top5_acc: 0.8250, loss_cls: 1.6056, loss: 1.6056, grad_norm: 6.0251 2020-08-01 23:39:43,590 - mmaction - INFO - Epoch [44][2880/3757] lr: 1.000e-03, eta: 4 days, 19:04:05, time: 1.873, data_time: 0.357, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8281, loss_cls: 1.5404, loss: 1.5404, grad_norm: 6.0145 2020-08-01 23:40:19,349 - mmaction - INFO - Epoch [44][2900/3757] lr: 1.000e-03, eta: 4 days, 18:59:13, time: 1.787, data_time: 0.040, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8430, loss_cls: 1.4974, loss: 1.4974, grad_norm: 5.8651 2020-08-01 23:41:01,040 - mmaction - INFO - Epoch [44][2920/3757] lr: 1.000e-03, eta: 4 days, 19:01:30, time: 2.081, data_time: 0.079, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.5144, loss: 1.5144, grad_norm: 6.0494 2020-08-01 23:41:39,702 - mmaction - INFO - Epoch [44][2940/3757] lr: 1.000e-03, eta: 4 days, 19:00:09, time: 1.931, data_time: 0.011, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8305, loss_cls: 1.5489, loss: 1.5489, grad_norm: 5.8645 2020-08-01 23:42:16,193 - mmaction - INFO - Epoch [44][2960/3757] lr: 1.000e-03, eta: 4 days, 18:56:13, time: 1.823, data_time: 0.009, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8313, loss_cls: 1.5474, loss: 1.5474, grad_norm: 6.1496 2020-08-01 23:42:53,010 - mmaction - INFO - Epoch [44][2980/3757] lr: 1.000e-03, eta: 4 days, 18:52:46, time: 1.841, data_time: 0.169, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.5406, loss: 1.5406, grad_norm: 6.1403 2020-08-01 23:43:34,666 - mmaction - INFO - Epoch [44][3000/3757] lr: 1.000e-03, eta: 4 days, 18:55:02, time: 2.082, data_time: 0.691, memory: 5166, top1_acc: 0.6180, top5_acc: 0.8195, loss_cls: 1.6040, loss: 1.6040, grad_norm: 6.1308 2020-08-01 23:44:12,433 - mmaction - INFO - Epoch [44][3020/3757] lr: 1.000e-03, eta: 4 days, 18:52:55, time: 1.897, data_time: 0.515, memory: 5166, top1_acc: 0.6125, top5_acc: 0.8180, loss_cls: 1.6433, loss: 1.6433, grad_norm: 6.1807 2020-08-01 23:44:54,006 - mmaction - INFO - Epoch [44][3040/3757] lr: 1.000e-03, eta: 4 days, 18:54:52, time: 2.071, data_time: 0.007, memory: 5166, top1_acc: 0.6203, top5_acc: 0.8359, loss_cls: 1.5259, loss: 1.5259, grad_norm: 5.9926 2020-08-01 23:45:30,176 - mmaction - INFO - Epoch [44][3060/3757] lr: 1.000e-03, eta: 4 days, 18:50:54, time: 1.815, data_time: 0.010, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8250, loss_cls: 1.5553, loss: 1.5553, grad_norm: 5.9756 2020-08-01 23:46:11,303 - mmaction - INFO - Epoch [44][3080/3757] lr: 1.000e-03, eta: 4 days, 18:52:22, time: 2.052, data_time: 0.010, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4794, loss: 1.4794, grad_norm: 5.9250 2020-08-01 23:46:50,976 - mmaction - INFO - Epoch [44][3100/3757] lr: 1.000e-03, eta: 4 days, 18:52:21, time: 1.987, data_time: 0.009, memory: 5166, top1_acc: 0.6219, top5_acc: 0.8398, loss_cls: 1.5429, loss: 1.5429, grad_norm: 6.0210 2020-08-01 23:47:26,399 - mmaction - INFO - Epoch [44][3120/3757] lr: 1.000e-03, eta: 4 days, 18:47:20, time: 1.766, data_time: 0.013, memory: 5166, top1_acc: 0.6172, top5_acc: 0.8125, loss_cls: 1.6316, loss: 1.6316, grad_norm: 6.0791 2020-08-01 23:48:05,371 - mmaction - INFO - Epoch [44][3140/3757] lr: 1.000e-03, eta: 4 days, 18:46:28, time: 1.949, data_time: 0.012, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8359, loss_cls: 1.5203, loss: 1.5203, grad_norm: 6.0734 2020-08-01 23:48:43,455 - mmaction - INFO - Epoch [44][3160/3757] lr: 1.000e-03, eta: 4 days, 18:44:46, time: 1.911, data_time: 0.010, memory: 5166, top1_acc: 0.6234, top5_acc: 0.8187, loss_cls: 1.6021, loss: 1.6021, grad_norm: 5.9592 2020-08-01 23:49:21,497 - mmaction - INFO - Epoch [44][3180/3757] lr: 1.000e-03, eta: 4 days, 18:42:41, time: 1.893, data_time: 0.007, memory: 5166, top1_acc: 0.6227, top5_acc: 0.8305, loss_cls: 1.6166, loss: 1.6166, grad_norm: 6.0780 2020-08-01 23:50:02,584 - mmaction - INFO - Epoch [44][3200/3757] lr: 1.000e-03, eta: 4 days, 18:44:19, time: 2.062, data_time: 0.011, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8367, loss_cls: 1.6233, loss: 1.6233, grad_norm: 5.9770 2020-08-01 23:50:43,162 - mmaction - INFO - Epoch [44][3220/3757] lr: 1.000e-03, eta: 4 days, 18:45:07, time: 2.024, data_time: 0.009, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8227, loss_cls: 1.5431, loss: 1.5431, grad_norm: 5.7854 2020-08-01 23:51:20,479 - mmaction - INFO - Epoch [44][3240/3757] lr: 1.000e-03, eta: 4 days, 18:42:34, time: 1.871, data_time: 0.009, memory: 5166, top1_acc: 0.6195, top5_acc: 0.8305, loss_cls: 1.6002, loss: 1.6002, grad_norm: 5.9898 2020-08-01 23:52:00,832 - mmaction - INFO - Epoch [44][3260/3757] lr: 1.000e-03, eta: 4 days, 18:43:04, time: 2.011, data_time: 0.008, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8375, loss_cls: 1.5171, loss: 1.5171, grad_norm: 6.0002 2020-08-01 23:52:38,333 - mmaction - INFO - Epoch [44][3280/3757] lr: 1.000e-03, eta: 4 days, 18:40:44, time: 1.880, data_time: 0.010, memory: 5166, top1_acc: 0.6227, top5_acc: 0.8211, loss_cls: 1.5864, loss: 1.5864, grad_norm: 6.1683 2020-08-01 23:53:19,528 - mmaction - INFO - Epoch [44][3300/3757] lr: 1.000e-03, eta: 4 days, 18:42:13, time: 2.058, data_time: 0.010, memory: 5166, top1_acc: 0.6133, top5_acc: 0.8117, loss_cls: 1.6345, loss: 1.6345, grad_norm: 6.1218 2020-08-01 23:53:58,711 - mmaction - INFO - Epoch [44][3320/3757] lr: 1.000e-03, eta: 4 days, 18:41:38, time: 1.962, data_time: 0.006, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8375, loss_cls: 1.5185, loss: 1.5185, grad_norm: 5.7677 2020-08-01 23:54:38,494 - mmaction - INFO - Epoch [44][3340/3757] lr: 1.000e-03, eta: 4 days, 18:41:38, time: 1.990, data_time: 0.008, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8438, loss_cls: 1.4658, loss: 1.4658, grad_norm: 5.9299 2020-08-01 23:55:14,370 - mmaction - INFO - Epoch [44][3360/3757] lr: 1.000e-03, eta: 4 days, 18:37:27, time: 1.790, data_time: 0.002, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8586, loss_cls: 1.4119, loss: 1.4119, grad_norm: 5.7235 2020-08-01 23:55:50,343 - mmaction - INFO - Epoch [44][3380/3757] lr: 1.000e-03, eta: 4 days, 18:33:30, time: 1.799, data_time: 0.012, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8367, loss_cls: 1.5293, loss: 1.5293, grad_norm: 5.8912 2020-08-01 23:56:29,853 - mmaction - INFO - Epoch [44][3400/3757] lr: 1.000e-03, eta: 4 days, 18:33:08, time: 1.970, data_time: 0.011, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8289, loss_cls: 1.5637, loss: 1.5637, grad_norm: 5.9431 2020-08-01 23:57:12,285 - mmaction - INFO - Epoch [44][3420/3757] lr: 1.000e-03, eta: 4 days, 18:36:00, time: 2.128, data_time: 0.011, memory: 5166, top1_acc: 0.6062, top5_acc: 0.8172, loss_cls: 1.6192, loss: 1.6192, grad_norm: 6.2826 2020-08-01 23:57:47,235 - mmaction - INFO - Epoch [44][3440/3757] lr: 1.000e-03, eta: 4 days, 18:30:54, time: 1.740, data_time: 0.010, memory: 5166, top1_acc: 0.6172, top5_acc: 0.8023, loss_cls: 1.6581, loss: 1.6581, grad_norm: 6.1364 2020-08-01 23:58:27,742 - mmaction - INFO - Epoch [44][3460/3757] lr: 1.000e-03, eta: 4 days, 18:31:50, time: 2.034, data_time: 0.019, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8492, loss_cls: 1.4567, loss: 1.4567, grad_norm: 6.0097 2020-08-01 23:59:08,524 - mmaction - INFO - Epoch [44][3480/3757] lr: 1.000e-03, eta: 4 days, 18:32:52, time: 2.040, data_time: 0.008, memory: 5166, top1_acc: 0.6195, top5_acc: 0.8297, loss_cls: 1.5891, loss: 1.5891, grad_norm: 6.1658 2020-08-01 23:59:46,600 - mmaction - INFO - Epoch [44][3500/3757] lr: 1.000e-03, eta: 4 days, 18:31:07, time: 1.903, data_time: 0.007, memory: 5166, top1_acc: 0.6195, top5_acc: 0.8148, loss_cls: 1.6460, loss: 1.6460, grad_norm: 6.1739 2020-08-02 00:00:23,475 - mmaction - INFO - Epoch [44][3520/3757] lr: 1.000e-03, eta: 4 days, 18:27:45, time: 1.821, data_time: 0.105, memory: 5166, top1_acc: 0.6062, top5_acc: 0.8078, loss_cls: 1.6685, loss: 1.6685, grad_norm: 6.2217 2020-08-02 00:01:05,581 - mmaction - INFO - Epoch [44][3540/3757] lr: 1.000e-03, eta: 4 days, 18:30:30, time: 2.128, data_time: 1.008, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8438, loss_cls: 1.4721, loss: 1.4721, grad_norm: 5.8529 2020-08-02 00:01:45,066 - mmaction - INFO - Epoch [44][3560/3757] lr: 1.000e-03, eta: 4 days, 18:30:11, time: 1.974, data_time: 0.970, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.5349, loss: 1.5349, grad_norm: 5.9718 2020-08-02 00:02:25,859 - mmaction - INFO - Epoch [44][3580/3757] lr: 1.000e-03, eta: 4 days, 18:31:00, time: 2.032, data_time: 0.359, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8195, loss_cls: 1.5712, loss: 1.5712, grad_norm: 6.0655 2020-08-02 00:03:04,554 - mmaction - INFO - Epoch [44][3600/3757] lr: 1.000e-03, eta: 4 days, 18:30:02, time: 1.942, data_time: 0.326, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8398, loss_cls: 1.4921, loss: 1.4921, grad_norm: 5.8619 2020-08-02 00:03:39,802 - mmaction - INFO - Epoch [44][3620/3757] lr: 1.000e-03, eta: 4 days, 18:25:30, time: 1.758, data_time: 0.556, memory: 5166, top1_acc: 0.6219, top5_acc: 0.8352, loss_cls: 1.5643, loss: 1.5643, grad_norm: 6.1445 2020-08-02 00:04:19,396 - mmaction - INFO - Epoch [44][3640/3757] lr: 1.000e-03, eta: 4 days, 18:25:22, time: 1.983, data_time: 0.465, memory: 5166, top1_acc: 0.6195, top5_acc: 0.8180, loss_cls: 1.6161, loss: 1.6161, grad_norm: 6.1452 2020-08-02 00:05:01,099 - mmaction - INFO - Epoch [44][3660/3757] lr: 1.000e-03, eta: 4 days, 18:27:06, time: 2.081, data_time: 1.190, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8414, loss_cls: 1.5318, loss: 1.5318, grad_norm: 6.1319 2020-08-02 00:05:38,031 - mmaction - INFO - Epoch [44][3680/3757] lr: 1.000e-03, eta: 4 days, 18:24:24, time: 1.849, data_time: 0.703, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8266, loss_cls: 1.5634, loss: 1.5634, grad_norm: 6.0462 2020-08-02 00:06:17,501 - mmaction - INFO - Epoch [44][3700/3757] lr: 1.000e-03, eta: 4 days, 18:24:01, time: 1.971, data_time: 1.031, memory: 5166, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.6420, loss: 1.6420, grad_norm: 6.3009 2020-08-02 00:06:58,135 - mmaction - INFO - Epoch [44][3720/3757] lr: 1.000e-03, eta: 4 days, 18:24:52, time: 2.037, data_time: 0.762, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8398, loss_cls: 1.5107, loss: 1.5107, grad_norm: 5.9489 2020-08-02 00:07:35,079 - mmaction - INFO - Epoch [44][3740/3757] lr: 1.000e-03, eta: 4 days, 18:22:02, time: 1.842, data_time: 0.687, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8383, loss_cls: 1.5013, loss: 1.5013, grad_norm: 5.9589 2020-08-02 00:08:01,749 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-08-02 00:08:54,589 - mmaction - INFO - Epoch [45][20/3757] lr: 1.000e-03, eta: 4 days, 18:00:59, time: 2.551, data_time: 1.169, memory: 5166, top1_acc: 0.6164, top5_acc: 0.8289, loss_cls: 1.5769, loss: 1.5769, grad_norm: 6.0454 2020-08-02 00:09:33,130 - mmaction - INFO - Epoch [45][40/3757] lr: 1.000e-03, eta: 4 days, 18:00:01, time: 1.934, data_time: 0.010, memory: 5166, top1_acc: 0.6180, top5_acc: 0.8211, loss_cls: 1.5856, loss: 1.5856, grad_norm: 5.9584 2020-08-02 00:10:12,926 - mmaction - INFO - Epoch [45][60/3757] lr: 1.000e-03, eta: 4 days, 17:59:57, time: 1.983, data_time: 0.008, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8258, loss_cls: 1.5360, loss: 1.5360, grad_norm: 5.8540 2020-08-02 00:10:47,915 - mmaction - INFO - Epoch [45][80/3757] lr: 1.000e-03, eta: 4 days, 17:55:37, time: 1.749, data_time: 0.020, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8250, loss_cls: 1.5609, loss: 1.5609, grad_norm: 6.0639 2020-08-02 00:11:30,839 - mmaction - INFO - Epoch [45][100/3757] lr: 1.000e-03, eta: 4 days, 17:58:36, time: 2.150, data_time: 1.172, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8305, loss_cls: 1.5374, loss: 1.5374, grad_norm: 5.8379 2020-08-02 00:12:08,825 - mmaction - INFO - Epoch [45][120/3757] lr: 1.000e-03, eta: 4 days, 17:57:04, time: 1.902, data_time: 1.318, memory: 5166, top1_acc: 0.6211, top5_acc: 0.8266, loss_cls: 1.5740, loss: 1.5740, grad_norm: 6.0561 2020-08-02 00:12:48,624 - mmaction - INFO - Epoch [45][140/3757] lr: 1.000e-03, eta: 4 days, 17:57:06, time: 1.989, data_time: 1.181, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8398, loss_cls: 1.5079, loss: 1.5079, grad_norm: 6.0130 2020-08-02 00:13:31,829 - mmaction - INFO - Epoch [45][160/3757] lr: 1.000e-03, eta: 4 days, 18:00:13, time: 2.161, data_time: 0.039, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8367, loss_cls: 1.5531, loss: 1.5531, grad_norm: 6.0895 2020-08-02 00:14:08,810 - mmaction - INFO - Epoch [45][180/3757] lr: 1.000e-03, eta: 4 days, 17:57:42, time: 1.847, data_time: 0.002, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8328, loss_cls: 1.5128, loss: 1.5128, grad_norm: 6.1264 2020-08-02 00:14:47,300 - mmaction - INFO - Epoch [45][200/3757] lr: 1.000e-03, eta: 4 days, 17:56:31, time: 1.921, data_time: 0.086, memory: 5166, top1_acc: 0.6227, top5_acc: 0.8172, loss_cls: 1.6044, loss: 1.6044, grad_norm: 6.0433 2020-08-02 00:15:29,425 - mmaction - INFO - Epoch [45][220/3757] lr: 1.000e-03, eta: 4 days, 17:58:39, time: 2.110, data_time: 0.069, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5904, loss: 1.5904, grad_norm: 6.2170 2020-08-02 00:16:06,371 - mmaction - INFO - Epoch [45][240/3757] lr: 1.000e-03, eta: 4 days, 17:56:09, time: 1.847, data_time: 0.004, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.5205, loss: 1.5205, grad_norm: 5.9124 2020-08-02 00:16:45,642 - mmaction - INFO - Epoch [45][260/3757] lr: 1.000e-03, eta: 4 days, 17:55:32, time: 1.954, data_time: 0.070, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8273, loss_cls: 1.5200, loss: 1.5200, grad_norm: 5.9289 2020-08-02 00:17:26,172 - mmaction - INFO - Epoch [45][280/3757] lr: 1.000e-03, eta: 4 days, 17:56:18, time: 2.033, data_time: 0.028, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8352, loss_cls: 1.5069, loss: 1.5069, grad_norm: 5.9670 2020-08-02 00:18:03,747 - mmaction - INFO - Epoch [45][300/3757] lr: 1.000e-03, eta: 4 days, 17:54:19, time: 1.875, data_time: 0.010, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8406, loss_cls: 1.4984, loss: 1.4984, grad_norm: 5.9045 2020-08-02 00:18:40,361 - mmaction - INFO - Epoch [45][320/3757] lr: 1.000e-03, eta: 4 days, 17:51:42, time: 1.837, data_time: 0.197, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8359, loss_cls: 1.4685, loss: 1.4685, grad_norm: 6.0090 2020-08-02 00:19:19,483 - mmaction - INFO - Epoch [45][340/3757] lr: 1.000e-03, eta: 4 days, 17:51:07, time: 1.955, data_time: 0.071, memory: 5166, top1_acc: 0.6203, top5_acc: 0.8289, loss_cls: 1.5670, loss: 1.5670, grad_norm: 6.0056 2020-08-02 00:19:56,561 - mmaction - INFO - Epoch [45][360/3757] lr: 1.000e-03, eta: 4 days, 17:48:50, time: 1.856, data_time: 0.043, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8367, loss_cls: 1.5323, loss: 1.5323, grad_norm: 6.0567 2020-08-02 00:20:37,070 - mmaction - INFO - Epoch [45][380/3757] lr: 1.000e-03, eta: 4 days, 17:49:24, time: 2.022, data_time: 0.007, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8320, loss_cls: 1.5664, loss: 1.5664, grad_norm: 6.1894 2020-08-02 00:21:16,828 - mmaction - INFO - Epoch [45][400/3757] lr: 1.000e-03, eta: 4 days, 17:49:18, time: 1.984, data_time: 0.008, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8328, loss_cls: 1.4944, loss: 1.4944, grad_norm: 5.8043 2020-08-02 00:21:56,785 - mmaction - INFO - Epoch [45][420/3757] lr: 1.000e-03, eta: 4 days, 17:49:28, time: 2.000, data_time: 0.011, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.4463, loss: 1.4463, grad_norm: 5.8269 2020-08-02 00:22:34,701 - mmaction - INFO - Epoch [45][440/3757] lr: 1.000e-03, eta: 4 days, 17:47:54, time: 1.897, data_time: 0.011, memory: 5166, top1_acc: 0.6180, top5_acc: 0.8148, loss_cls: 1.6105, loss: 1.6105, grad_norm: 6.0975 2020-08-02 00:23:12,812 - mmaction - INFO - Epoch [45][460/3757] lr: 1.000e-03, eta: 4 days, 17:46:33, time: 1.909, data_time: 0.013, memory: 5166, top1_acc: 0.6219, top5_acc: 0.8367, loss_cls: 1.5275, loss: 1.5275, grad_norm: 6.1488 2020-08-02 00:23:52,433 - mmaction - INFO - Epoch [45][480/3757] lr: 1.000e-03, eta: 4 days, 17:46:19, time: 1.976, data_time: 0.007, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8273, loss_cls: 1.5954, loss: 1.5954, grad_norm: 6.2522 2020-08-02 00:24:34,945 - mmaction - INFO - Epoch [45][500/3757] lr: 1.000e-03, eta: 4 days, 17:48:33, time: 2.127, data_time: 0.010, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8328, loss_cls: 1.5231, loss: 1.5231, grad_norm: 6.0249 2020-08-02 00:25:14,829 - mmaction - INFO - Epoch [45][520/3757] lr: 1.000e-03, eta: 4 days, 17:48:33, time: 1.992, data_time: 0.100, memory: 5166, top1_acc: 0.5977, top5_acc: 0.8117, loss_cls: 1.6983, loss: 1.6983, grad_norm: 6.2692 2020-08-02 00:25:53,964 - mmaction - INFO - Epoch [45][540/3757] lr: 1.000e-03, eta: 4 days, 17:48:04, time: 1.962, data_time: 0.009, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8484, loss_cls: 1.5045, loss: 1.5045, grad_norm: 6.1116 2020-08-02 00:26:33,455 - mmaction - INFO - Epoch [45][560/3757] lr: 1.000e-03, eta: 4 days, 17:47:46, time: 1.974, data_time: 0.155, memory: 5166, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.5982, loss: 1.5982, grad_norm: 6.1968 2020-08-02 00:27:14,748 - mmaction - INFO - Epoch [45][580/3757] lr: 1.000e-03, eta: 4 days, 17:48:54, time: 2.063, data_time: 0.005, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8406, loss_cls: 1.4998, loss: 1.4998, grad_norm: 6.0695 2020-08-02 00:27:49,625 - mmaction - INFO - Epoch [45][600/3757] lr: 1.000e-03, eta: 4 days, 17:44:53, time: 1.744, data_time: 0.016, memory: 5166, top1_acc: 0.6156, top5_acc: 0.8414, loss_cls: 1.5360, loss: 1.5360, grad_norm: 6.0725 2020-08-02 00:28:24,297 - mmaction - INFO - Epoch [45][620/3757] lr: 1.000e-03, eta: 4 days, 17:40:45, time: 1.733, data_time: 0.825, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8203, loss_cls: 1.5859, loss: 1.5859, grad_norm: 6.1237 2020-08-02 00:29:05,267 - mmaction - INFO - Epoch [45][640/3757] lr: 1.000e-03, eta: 4 days, 17:41:35, time: 2.045, data_time: 0.455, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.5310, loss: 1.5310, grad_norm: 5.9803 2020-08-02 00:29:42,110 - mmaction - INFO - Epoch [45][660/3757] lr: 1.000e-03, eta: 4 days, 17:39:18, time: 1.847, data_time: 0.215, memory: 5166, top1_acc: 0.6258, top5_acc: 0.8359, loss_cls: 1.5616, loss: 1.5616, grad_norm: 6.2184 2020-08-02 00:30:21,933 - mmaction - INFO - Epoch [45][680/3757] lr: 1.000e-03, eta: 4 days, 17:39:14, time: 1.988, data_time: 0.074, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8305, loss_cls: 1.5431, loss: 1.5431, grad_norm: 6.0897 2020-08-02 00:31:01,916 - mmaction - INFO - Epoch [45][700/3757] lr: 1.000e-03, eta: 4 days, 17:39:25, time: 2.004, data_time: 0.151, memory: 5166, top1_acc: 0.6195, top5_acc: 0.8336, loss_cls: 1.5811, loss: 1.5811, grad_norm: 6.2633 2020-08-02 00:31:38,459 - mmaction - INFO - Epoch [45][720/3757] lr: 1.000e-03, eta: 4 days, 17:36:46, time: 1.823, data_time: 0.185, memory: 5166, top1_acc: 0.6156, top5_acc: 0.8203, loss_cls: 1.5963, loss: 1.5963, grad_norm: 6.2964 2020-08-02 00:32:18,322 - mmaction - INFO - Epoch [45][740/3757] lr: 1.000e-03, eta: 4 days, 17:36:44, time: 1.990, data_time: 0.382, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8430, loss_cls: 1.5162, loss: 1.5162, grad_norm: 6.1008 2020-08-02 00:32:56,544 - mmaction - INFO - Epoch [45][760/3757] lr: 1.000e-03, eta: 4 days, 17:35:34, time: 1.917, data_time: 0.010, memory: 5166, top1_acc: 0.6273, top5_acc: 0.8203, loss_cls: 1.5891, loss: 1.5891, grad_norm: 6.2394 2020-08-02 00:33:36,080 - mmaction - INFO - Epoch [45][780/3757] lr: 1.000e-03, eta: 4 days, 17:35:15, time: 1.973, data_time: 0.064, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8484, loss_cls: 1.4336, loss: 1.4336, grad_norm: 5.8434 2020-08-02 00:34:17,111 - mmaction - INFO - Epoch [45][800/3757] lr: 1.000e-03, eta: 4 days, 17:36:13, time: 2.057, data_time: 0.010, memory: 5166, top1_acc: 0.6117, top5_acc: 0.8047, loss_cls: 1.6409, loss: 1.6409, grad_norm: 6.3496 2020-08-02 00:34:53,385 - mmaction - INFO - Epoch [45][820/3757] lr: 1.000e-03, eta: 4 days, 17:33:24, time: 1.809, data_time: 0.007, memory: 5166, top1_acc: 0.6258, top5_acc: 0.8281, loss_cls: 1.5490, loss: 1.5490, grad_norm: 6.2590 2020-08-02 00:35:32,244 - mmaction - INFO - Epoch [45][840/3757] lr: 1.000e-03, eta: 4 days, 17:32:40, time: 1.945, data_time: 0.060, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 1.4889, loss: 1.4889, grad_norm: 5.8954 2020-08-02 00:36:11,818 - mmaction - INFO - Epoch [45][860/3757] lr: 1.000e-03, eta: 4 days, 17:32:28, time: 1.981, data_time: 0.246, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8398, loss_cls: 1.5259, loss: 1.5259, grad_norm: 5.9808 2020-08-02 00:36:51,138 - mmaction - INFO - Epoch [45][880/3757] lr: 1.000e-03, eta: 4 days, 17:32:02, time: 1.964, data_time: 0.077, memory: 5166, top1_acc: 0.6125, top5_acc: 0.8227, loss_cls: 1.6031, loss: 1.6031, grad_norm: 6.1917 2020-08-02 00:37:27,783 - mmaction - INFO - Epoch [45][900/3757] lr: 1.000e-03, eta: 4 days, 17:29:33, time: 1.829, data_time: 0.008, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.4440, loss: 1.4440, grad_norm: 5.7779 2020-08-02 00:38:05,613 - mmaction - INFO - Epoch [45][920/3757] lr: 1.000e-03, eta: 4 days, 17:28:05, time: 1.896, data_time: 0.010, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8320, loss_cls: 1.5488, loss: 1.5488, grad_norm: 6.0350 2020-08-02 00:38:44,830 - mmaction - INFO - Epoch [45][940/3757] lr: 1.000e-03, eta: 4 days, 17:27:29, time: 1.954, data_time: 0.008, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8492, loss_cls: 1.4803, loss: 1.4803, grad_norm: 5.8818 2020-08-02 00:39:26,963 - mmaction - INFO - Epoch [45][960/3757] lr: 1.000e-03, eta: 4 days, 17:29:15, time: 2.113, data_time: 0.010, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8273, loss_cls: 1.5669, loss: 1.5669, grad_norm: 6.2044 2020-08-02 00:40:03,849 - mmaction - INFO - Epoch [45][980/3757] lr: 1.000e-03, eta: 4 days, 17:27:00, time: 1.841, data_time: 0.009, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8406, loss_cls: 1.4860, loss: 1.4860, grad_norm: 6.0684 2020-08-02 00:40:45,995 - mmaction - INFO - Epoch [45][1000/3757] lr: 1.000e-03, eta: 4 days, 17:28:42, time: 2.111, data_time: 0.006, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8414, loss_cls: 1.5255, loss: 1.5255, grad_norm: 6.0699 2020-08-02 00:41:20,933 - mmaction - INFO - Epoch [45][1020/3757] lr: 1.000e-03, eta: 4 days, 17:24:56, time: 1.737, data_time: 0.487, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8344, loss_cls: 1.5807, loss: 1.5807, grad_norm: 6.2317 2020-08-02 00:42:04,623 - mmaction - INFO - Epoch [45][1040/3757] lr: 1.000e-03, eta: 4 days, 17:27:48, time: 2.192, data_time: 0.145, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8367, loss_cls: 1.5252, loss: 1.5252, grad_norm: 6.0015 2020-08-02 00:42:41,641 - mmaction - INFO - Epoch [45][1060/3757] lr: 1.000e-03, eta: 4 days, 17:25:34, time: 1.842, data_time: 0.009, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8336, loss_cls: 1.5112, loss: 1.5112, grad_norm: 6.0236 2020-08-02 00:43:20,598 - mmaction - INFO - Epoch [45][1080/3757] lr: 1.000e-03, eta: 4 days, 17:25:02, time: 1.958, data_time: 0.013, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8289, loss_cls: 1.5045, loss: 1.5045, grad_norm: 5.7908 2020-08-02 00:43:57,661 - mmaction - INFO - Epoch [45][1100/3757] lr: 1.000e-03, eta: 4 days, 17:22:59, time: 1.853, data_time: 0.020, memory: 5166, top1_acc: 0.6203, top5_acc: 0.8406, loss_cls: 1.5223, loss: 1.5223, grad_norm: 6.2174 2020-08-02 00:44:38,622 - mmaction - INFO - Epoch [45][1120/3757] lr: 1.000e-03, eta: 4 days, 17:23:38, time: 2.041, data_time: 0.472, memory: 5166, top1_acc: 0.6219, top5_acc: 0.8266, loss_cls: 1.5581, loss: 1.5581, grad_norm: 6.1740 2020-08-02 00:45:17,919 - mmaction - INFO - Epoch [45][1140/3757] lr: 1.000e-03, eta: 4 days, 17:23:11, time: 1.964, data_time: 0.235, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8234, loss_cls: 1.5228, loss: 1.5228, grad_norm: 5.9416 2020-08-02 00:45:58,473 - mmaction - INFO - Epoch [45][1160/3757] lr: 1.000e-03, eta: 4 days, 17:23:43, time: 2.034, data_time: 1.253, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8344, loss_cls: 1.5556, loss: 1.5556, grad_norm: 6.1594 2020-08-02 00:46:37,610 - mmaction - INFO - Epoch [45][1180/3757] lr: 1.000e-03, eta: 4 days, 17:23:07, time: 1.955, data_time: 1.048, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8492, loss_cls: 1.5040, loss: 1.5040, grad_norm: 5.9365 2020-08-02 00:47:13,956 - mmaction - INFO - Epoch [45][1200/3757] lr: 1.000e-03, eta: 4 days, 17:20:38, time: 1.820, data_time: 0.570, memory: 5166, top1_acc: 0.6234, top5_acc: 0.8211, loss_cls: 1.5978, loss: 1.5978, grad_norm: 6.1512 2020-08-02 00:47:52,957 - mmaction - INFO - Epoch [45][1220/3757] lr: 1.000e-03, eta: 4 days, 17:19:50, time: 1.940, data_time: 0.362, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8328, loss_cls: 1.5616, loss: 1.5616, grad_norm: 6.2111 2020-08-02 00:48:32,116 - mmaction - INFO - Epoch [45][1240/3757] lr: 1.000e-03, eta: 4 days, 17:19:25, time: 1.968, data_time: 0.363, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8297, loss_cls: 1.5932, loss: 1.5932, grad_norm: 6.1115 2020-08-02 00:49:12,858 - mmaction - INFO - Epoch [45][1260/3757] lr: 1.000e-03, eta: 4 days, 17:19:53, time: 2.030, data_time: 0.041, memory: 5166, top1_acc: 0.6250, top5_acc: 0.8242, loss_cls: 1.5402, loss: 1.5402, grad_norm: 6.1852 2020-08-02 00:49:49,071 - mmaction - INFO - Epoch [45][1280/3757] lr: 1.000e-03, eta: 4 days, 17:17:15, time: 1.808, data_time: 0.836, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8273, loss_cls: 1.5273, loss: 1.5273, grad_norm: 6.0411 2020-08-02 00:50:31,502 - mmaction - INFO - Epoch [45][1300/3757] lr: 1.000e-03, eta: 4 days, 17:19:04, time: 2.129, data_time: 0.757, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4970, loss: 1.4970, grad_norm: 6.0111 2020-08-02 00:51:09,376 - mmaction - INFO - Epoch [45][1320/3757] lr: 1.000e-03, eta: 4 days, 17:17:39, time: 1.896, data_time: 0.643, memory: 5166, top1_acc: 0.6250, top5_acc: 0.8406, loss_cls: 1.5382, loss: 1.5382, grad_norm: 6.0097 2020-08-02 00:51:48,898 - mmaction - INFO - Epoch [45][1340/3757] lr: 1.000e-03, eta: 4 days, 17:17:20, time: 1.975, data_time: 0.950, memory: 5166, top1_acc: 0.6195, top5_acc: 0.8289, loss_cls: 1.5584, loss: 1.5584, grad_norm: 6.1612 2020-08-02 00:52:30,959 - mmaction - INFO - Epoch [45][1360/3757] lr: 1.000e-03, eta: 4 days, 17:18:41, time: 2.097, data_time: 1.005, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4731, loss: 1.4731, grad_norm: 6.0324 2020-08-02 00:53:10,487 - mmaction - INFO - Epoch [45][1380/3757] lr: 1.000e-03, eta: 4 days, 17:18:27, time: 1.983, data_time: 1.205, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8445, loss_cls: 1.5273, loss: 1.5273, grad_norm: 6.1410 2020-08-02 00:53:48,010 - mmaction - INFO - Epoch [45][1400/3757] lr: 1.000e-03, eta: 4 days, 17:16:42, time: 1.871, data_time: 0.589, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8516, loss_cls: 1.3984, loss: 1.3984, grad_norm: 5.8220 2020-08-02 00:54:25,375 - mmaction - INFO - Epoch [45][1420/3757] lr: 1.000e-03, eta: 4 days, 17:15:00, time: 1.873, data_time: 1.271, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8367, loss_cls: 1.5009, loss: 1.5009, grad_norm: 5.9211 2020-08-02 00:55:02,112 - mmaction - INFO - Epoch [45][1440/3757] lr: 1.000e-03, eta: 4 days, 17:12:44, time: 1.830, data_time: 0.333, memory: 5166, top1_acc: 0.6086, top5_acc: 0.8219, loss_cls: 1.6233, loss: 1.6233, grad_norm: 6.3461 2020-08-02 00:55:39,827 - mmaction - INFO - Epoch [45][1460/3757] lr: 1.000e-03, eta: 4 days, 17:11:19, time: 1.894, data_time: 0.012, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8398, loss_cls: 1.5459, loss: 1.5459, grad_norm: 6.2430 2020-08-02 00:56:19,582 - mmaction - INFO - Epoch [45][1480/3757] lr: 1.000e-03, eta: 4 days, 17:11:01, time: 1.976, data_time: 0.008, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8266, loss_cls: 1.5385, loss: 1.5385, grad_norm: 6.1304 2020-08-02 00:56:57,920 - mmaction - INFO - Epoch [45][1500/3757] lr: 1.000e-03, eta: 4 days, 17:10:03, time: 1.927, data_time: 0.037, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8461, loss_cls: 1.4918, loss: 1.4918, grad_norm: 5.9732 2020-08-02 00:57:37,101 - mmaction - INFO - Epoch [45][1520/3757] lr: 1.000e-03, eta: 4 days, 17:09:30, time: 1.958, data_time: 0.491, memory: 5166, top1_acc: 0.6188, top5_acc: 0.8211, loss_cls: 1.5919, loss: 1.5919, grad_norm: 6.0746 2020-08-02 00:58:16,037 - mmaction - INFO - Epoch [45][1540/3757] lr: 1.000e-03, eta: 4 days, 17:08:50, time: 1.948, data_time: 0.793, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8453, loss_cls: 1.4997, loss: 1.4997, grad_norm: 6.1056 2020-08-02 00:58:54,148 - mmaction - INFO - Epoch [45][1560/3757] lr: 1.000e-03, eta: 4 days, 17:07:34, time: 1.903, data_time: 0.125, memory: 5166, top1_acc: 0.6133, top5_acc: 0.8227, loss_cls: 1.5819, loss: 1.5819, grad_norm: 6.2664 2020-08-02 00:59:31,621 - mmaction - INFO - Epoch [45][1580/3757] lr: 1.000e-03, eta: 4 days, 17:05:57, time: 1.877, data_time: 0.009, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8516, loss_cls: 1.4634, loss: 1.4634, grad_norm: 5.9416 2020-08-02 01:00:11,148 - mmaction - INFO - Epoch [45][1600/3757] lr: 1.000e-03, eta: 4 days, 17:05:32, time: 1.968, data_time: 0.120, memory: 5166, top1_acc: 0.6109, top5_acc: 0.8328, loss_cls: 1.5897, loss: 1.5897, grad_norm: 6.2762 2020-08-02 01:00:51,071 - mmaction - INFO - Epoch [45][1620/3757] lr: 1.000e-03, eta: 4 days, 17:05:35, time: 2.004, data_time: 0.222, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8531, loss_cls: 1.4244, loss: 1.4244, grad_norm: 5.9767 2020-08-02 01:01:32,333 - mmaction - INFO - Epoch [45][1640/3757] lr: 1.000e-03, eta: 4 days, 17:06:22, time: 2.061, data_time: 0.455, memory: 5166, top1_acc: 0.6258, top5_acc: 0.8305, loss_cls: 1.5509, loss: 1.5509, grad_norm: 6.0515 2020-08-02 01:02:09,938 - mmaction - INFO - Epoch [45][1660/3757] lr: 1.000e-03, eta: 4 days, 17:04:51, time: 1.884, data_time: 0.817, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8508, loss_cls: 1.4444, loss: 1.4444, grad_norm: 5.8389 2020-08-02 01:02:47,568 - mmaction - INFO - Epoch [45][1680/3757] lr: 1.000e-03, eta: 4 days, 17:03:19, time: 1.881, data_time: 0.367, memory: 5166, top1_acc: 0.6109, top5_acc: 0.8297, loss_cls: 1.5773, loss: 1.5773, grad_norm: 6.1694 2020-08-02 01:03:25,885 - mmaction - INFO - Epoch [45][1700/3757] lr: 1.000e-03, eta: 4 days, 17:02:11, time: 1.911, data_time: 0.032, memory: 5166, top1_acc: 0.6258, top5_acc: 0.8211, loss_cls: 1.5876, loss: 1.5876, grad_norm: 6.3654 2020-08-02 01:04:03,980 - mmaction - INFO - Epoch [45][1720/3757] lr: 1.000e-03, eta: 4 days, 17:00:59, time: 1.907, data_time: 0.074, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8305, loss_cls: 1.5713, loss: 1.5713, grad_norm: 6.1500 2020-08-02 01:04:41,932 - mmaction - INFO - Epoch [45][1740/3757] lr: 1.000e-03, eta: 4 days, 16:59:36, time: 1.892, data_time: 0.025, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.5163, loss: 1.5163, grad_norm: 6.0655 2020-08-02 01:05:23,134 - mmaction - INFO - Epoch [45][1760/3757] lr: 1.000e-03, eta: 4 days, 17:00:20, time: 2.059, data_time: 0.055, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.5791, loss: 1.5791, grad_norm: 6.0672 2020-08-02 01:06:01,987 - mmaction - INFO - Epoch [45][1780/3757] lr: 1.000e-03, eta: 4 days, 16:59:41, time: 1.951, data_time: 0.272, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8344, loss_cls: 1.5044, loss: 1.5044, grad_norm: 5.8694 2020-08-02 01:06:39,025 - mmaction - INFO - Epoch [45][1800/3757] lr: 1.000e-03, eta: 4 days, 16:57:49, time: 1.852, data_time: 0.009, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8484, loss_cls: 1.4958, loss: 1.4958, grad_norm: 6.1722 2020-08-02 01:07:18,556 - mmaction - INFO - Epoch [45][1820/3757] lr: 1.000e-03, eta: 4 days, 16:57:30, time: 1.977, data_time: 0.003, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8047, loss_cls: 1.5980, loss: 1.5980, grad_norm: 6.2190 2020-08-02 01:07:58,538 - mmaction - INFO - Epoch [45][1840/3757] lr: 1.000e-03, eta: 4 days, 16:57:26, time: 1.996, data_time: 0.008, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8250, loss_cls: 1.5210, loss: 1.5210, grad_norm: 6.0897 2020-08-02 01:08:38,670 - mmaction - INFO - Epoch [45][1860/3757] lr: 1.000e-03, eta: 4 days, 16:57:30, time: 2.008, data_time: 0.017, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4400, loss: 1.4400, grad_norm: 5.8912 2020-08-02 01:09:18,115 - mmaction - INFO - Epoch [45][1880/3757] lr: 1.000e-03, eta: 4 days, 16:57:06, time: 1.970, data_time: 0.009, memory: 5166, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5609, loss: 1.5609, grad_norm: 6.2250 2020-08-02 01:09:55,919 - mmaction - INFO - Epoch [45][1900/3757] lr: 1.000e-03, eta: 4 days, 16:55:45, time: 1.893, data_time: 0.210, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8352, loss_cls: 1.4654, loss: 1.4654, grad_norm: 6.0131 2020-08-02 01:10:35,443 - mmaction - INFO - Epoch [45][1920/3757] lr: 1.000e-03, eta: 4 days, 16:55:23, time: 1.973, data_time: 0.007, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8555, loss_cls: 1.4710, loss: 1.4710, grad_norm: 6.0390 2020-08-02 01:11:15,768 - mmaction - INFO - Epoch [45][1940/3757] lr: 1.000e-03, eta: 4 days, 16:55:35, time: 2.019, data_time: 0.009, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8281, loss_cls: 1.5829, loss: 1.5829, grad_norm: 6.1399 2020-08-02 01:11:54,481 - mmaction - INFO - Epoch [45][1960/3757] lr: 1.000e-03, eta: 4 days, 16:54:41, time: 1.930, data_time: 0.008, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8570, loss_cls: 1.4626, loss: 1.4626, grad_norm: 6.1696 2020-08-02 01:12:30,542 - mmaction - INFO - Epoch [45][1980/3757] lr: 1.000e-03, eta: 4 days, 16:52:17, time: 1.806, data_time: 0.009, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.5348, loss: 1.5348, grad_norm: 6.0260 2020-08-02 01:13:11,611 - mmaction - INFO - Epoch [45][2000/3757] lr: 1.000e-03, eta: 4 days, 16:52:50, time: 2.049, data_time: 0.012, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8211, loss_cls: 1.5993, loss: 1.5993, grad_norm: 6.1633 2020-08-02 01:13:50,045 - mmaction - INFO - Epoch [45][2020/3757] lr: 1.000e-03, eta: 4 days, 16:51:50, time: 1.920, data_time: 0.011, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8484, loss_cls: 1.5220, loss: 1.5220, grad_norm: 6.2780 2020-08-02 01:14:30,980 - mmaction - INFO - Epoch [45][2040/3757] lr: 1.000e-03, eta: 4 days, 16:52:26, time: 2.054, data_time: 0.017, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8547, loss_cls: 1.4600, loss: 1.4600, grad_norm: 6.3464 2020-08-02 01:15:09,248 - mmaction - INFO - Epoch [45][2060/3757] lr: 1.000e-03, eta: 4 days, 16:51:21, time: 1.914, data_time: 0.009, memory: 5166, top1_acc: 0.6094, top5_acc: 0.8195, loss_cls: 1.6411, loss: 1.6411, grad_norm: 6.2339 2020-08-02 01:15:47,064 - mmaction - INFO - Epoch [45][2080/3757] lr: 1.000e-03, eta: 4 days, 16:49:59, time: 1.890, data_time: 0.003, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8500, loss_cls: 1.4092, loss: 1.4092, grad_norm: 5.8798 2020-08-02 01:16:25,457 - mmaction - INFO - Epoch [45][2100/3757] lr: 1.000e-03, eta: 4 days, 16:48:56, time: 1.917, data_time: 0.023, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8477, loss_cls: 1.4638, loss: 1.4638, grad_norm: 5.8933 2020-08-02 01:17:06,485 - mmaction - INFO - Epoch [45][2120/3757] lr: 1.000e-03, eta: 4 days, 16:49:30, time: 2.052, data_time: 0.162, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4095, loss: 1.4095, grad_norm: 5.9026 2020-08-02 01:17:44,648 - mmaction - INFO - Epoch [45][2140/3757] lr: 1.000e-03, eta: 4 days, 16:48:22, time: 1.910, data_time: 0.010, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.5010, loss: 1.5010, grad_norm: 5.9763 2020-08-02 01:18:23,067 - mmaction - INFO - Epoch [45][2160/3757] lr: 1.000e-03, eta: 4 days, 16:47:21, time: 1.919, data_time: 0.010, memory: 5166, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5260, loss: 1.5260, grad_norm: 6.2392 2020-08-02 01:19:03,821 - mmaction - INFO - Epoch [45][2180/3757] lr: 1.000e-03, eta: 4 days, 16:47:43, time: 2.036, data_time: 0.009, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8625, loss_cls: 1.4281, loss: 1.4281, grad_norm: 5.9498 2020-08-02 01:19:42,160 - mmaction - INFO - Epoch [45][2200/3757] lr: 1.000e-03, eta: 4 days, 16:46:45, time: 1.922, data_time: 0.010, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8320, loss_cls: 1.5313, loss: 1.5313, grad_norm: 6.2909 2020-08-02 01:20:22,597 - mmaction - INFO - Epoch [45][2220/3757] lr: 1.000e-03, eta: 4 days, 16:46:52, time: 2.017, data_time: 0.008, memory: 5166, top1_acc: 0.6125, top5_acc: 0.8422, loss_cls: 1.5713, loss: 1.5713, grad_norm: 6.4445 2020-08-02 01:20:58,456 - mmaction - INFO - Epoch [45][2240/3757] lr: 1.000e-03, eta: 4 days, 16:44:27, time: 1.798, data_time: 0.077, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8422, loss_cls: 1.4855, loss: 1.4855, grad_norm: 6.1170 2020-08-02 01:21:37,830 - mmaction - INFO - Epoch [45][2260/3757] lr: 1.000e-03, eta: 4 days, 16:43:55, time: 1.959, data_time: 0.008, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8305, loss_cls: 1.5418, loss: 1.5418, grad_norm: 6.0717 2020-08-02 01:22:15,649 - mmaction - INFO - Epoch [45][2280/3757] lr: 1.000e-03, eta: 4 days, 16:42:39, time: 1.896, data_time: 0.039, memory: 5166, top1_acc: 0.6109, top5_acc: 0.8281, loss_cls: 1.5432, loss: 1.5432, grad_norm: 6.0573 2020-08-02 01:22:55,952 - mmaction - INFO - Epoch [45][2300/3757] lr: 1.000e-03, eta: 4 days, 16:42:41, time: 2.011, data_time: 0.016, memory: 5166, top1_acc: 0.6250, top5_acc: 0.8297, loss_cls: 1.5374, loss: 1.5374, grad_norm: 6.1136 2020-08-02 01:23:35,607 - mmaction - INFO - Epoch [45][2320/3757] lr: 1.000e-03, eta: 4 days, 16:42:29, time: 1.989, data_time: 0.011, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8422, loss_cls: 1.5371, loss: 1.5371, grad_norm: 6.2216 2020-08-02 01:24:13,556 - mmaction - INFO - Epoch [45][2340/3757] lr: 1.000e-03, eta: 4 days, 16:41:16, time: 1.900, data_time: 0.011, memory: 5166, top1_acc: 0.6086, top5_acc: 0.8367, loss_cls: 1.5239, loss: 1.5239, grad_norm: 6.0760 2020-08-02 01:24:51,126 - mmaction - INFO - Epoch [45][2360/3757] lr: 1.000e-03, eta: 4 days, 16:39:48, time: 1.877, data_time: 0.092, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8305, loss_cls: 1.5651, loss: 1.5651, grad_norm: 6.2791 2020-08-02 01:25:32,281 - mmaction - INFO - Epoch [45][2380/3757] lr: 1.000e-03, eta: 4 days, 16:40:18, time: 2.051, data_time: 0.475, memory: 5166, top1_acc: 0.6211, top5_acc: 0.8234, loss_cls: 1.6100, loss: 1.6100, grad_norm: 6.2744 2020-08-02 01:26:08,630 - mmaction - INFO - Epoch [45][2400/3757] lr: 1.000e-03, eta: 4 days, 16:38:14, time: 1.825, data_time: 0.021, memory: 5166, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6525, loss: 1.6525, grad_norm: 6.4541 2020-08-02 01:26:51,117 - mmaction - INFO - Epoch [45][2420/3757] lr: 1.000e-03, eta: 4 days, 16:39:31, time: 2.121, data_time: 0.007, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8461, loss_cls: 1.5353, loss: 1.5353, grad_norm: 6.3130 2020-08-02 01:27:31,512 - mmaction - INFO - Epoch [45][2440/3757] lr: 1.000e-03, eta: 4 days, 16:39:40, time: 2.023, data_time: 0.005, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4484, loss: 1.4484, grad_norm: 6.1008 2020-08-02 01:28:07,311 - mmaction - INFO - Epoch [45][2460/3757] lr: 1.000e-03, eta: 4 days, 16:37:10, time: 1.783, data_time: 0.008, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8438, loss_cls: 1.5188, loss: 1.5188, grad_norm: 6.2713 2020-08-02 01:28:45,710 - mmaction - INFO - Epoch [45][2480/3757] lr: 1.000e-03, eta: 4 days, 16:36:15, time: 1.926, data_time: 0.010, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8305, loss_cls: 1.4838, loss: 1.4838, grad_norm: 5.9478 2020-08-02 01:29:24,859 - mmaction - INFO - Epoch [45][2500/3757] lr: 1.000e-03, eta: 4 days, 16:35:42, time: 1.958, data_time: 0.008, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8344, loss_cls: 1.5573, loss: 1.5573, grad_norm: 6.1952 2020-08-02 01:30:06,691 - mmaction - INFO - Epoch [45][2520/3757] lr: 1.000e-03, eta: 4 days, 16:36:33, time: 2.086, data_time: 0.007, memory: 5166, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5389, loss: 1.5389, grad_norm: 6.2039 2020-08-02 01:30:44,945 - mmaction - INFO - Epoch [45][2540/3757] lr: 1.000e-03, eta: 4 days, 16:35:33, time: 1.918, data_time: 0.007, memory: 5166, top1_acc: 0.6102, top5_acc: 0.8406, loss_cls: 1.6138, loss: 1.6138, grad_norm: 6.4172 2020-08-02 01:31:19,592 - mmaction - INFO - Epoch [45][2560/3757] lr: 1.000e-03, eta: 4 days, 16:32:30, time: 1.731, data_time: 0.007, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8516, loss_cls: 1.4328, loss: 1.4328, grad_norm: 5.9347 2020-08-02 01:31:57,823 - mmaction - INFO - Epoch [45][2580/3757] lr: 1.000e-03, eta: 4 days, 16:31:23, time: 1.906, data_time: 0.004, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8453, loss_cls: 1.4894, loss: 1.4894, grad_norm: 6.0750 2020-08-02 01:32:34,305 - mmaction - INFO - Epoch [45][2600/3757] lr: 1.000e-03, eta: 4 days, 16:29:20, time: 1.821, data_time: 0.009, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8406, loss_cls: 1.4744, loss: 1.4744, grad_norm: 6.1059 2020-08-02 01:33:15,364 - mmaction - INFO - Epoch [45][2620/3757] lr: 1.000e-03, eta: 4 days, 16:29:55, time: 2.062, data_time: 0.011, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8391, loss_cls: 1.5087, loss: 1.5087, grad_norm: 6.0997 2020-08-02 01:33:53,124 - mmaction - INFO - Epoch [45][2640/3757] lr: 1.000e-03, eta: 4 days, 16:28:33, time: 1.883, data_time: 0.008, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8320, loss_cls: 1.5379, loss: 1.5379, grad_norm: 6.1265 2020-08-02 01:34:30,811 - mmaction - INFO - Epoch [45][2660/3757] lr: 1.000e-03, eta: 4 days, 16:27:13, time: 1.887, data_time: 0.010, memory: 5166, top1_acc: 0.6211, top5_acc: 0.8250, loss_cls: 1.5646, loss: 1.5646, grad_norm: 6.2547 2020-08-02 01:35:15,467 - mmaction - INFO - Epoch [45][2680/3757] lr: 1.000e-03, eta: 4 days, 16:29:34, time: 2.227, data_time: 0.010, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8242, loss_cls: 1.5471, loss: 1.5471, grad_norm: 6.0183 2020-08-02 01:35:55,756 - mmaction - INFO - Epoch [45][2700/3757] lr: 1.000e-03, eta: 4 days, 16:29:41, time: 2.021, data_time: 0.013, memory: 5166, top1_acc: 0.6234, top5_acc: 0.8359, loss_cls: 1.5462, loss: 1.5462, grad_norm: 6.0781 2020-08-02 01:36:30,712 - mmaction - INFO - Epoch [45][2720/3757] lr: 1.000e-03, eta: 4 days, 16:26:50, time: 1.746, data_time: 0.008, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8430, loss_cls: 1.5214, loss: 1.5214, grad_norm: 6.0740 2020-08-02 01:37:09,726 - mmaction - INFO - Epoch [45][2740/3757] lr: 1.000e-03, eta: 4 days, 16:26:12, time: 1.949, data_time: 0.011, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4654, loss: 1.4654, grad_norm: 5.9415 2020-08-02 01:37:45,884 - mmaction - INFO - Epoch [45][2760/3757] lr: 1.000e-03, eta: 4 days, 16:24:05, time: 1.812, data_time: 0.008, memory: 5166, top1_acc: 0.6203, top5_acc: 0.8234, loss_cls: 1.5642, loss: 1.5642, grad_norm: 6.2334 2020-08-02 01:38:26,849 - mmaction - INFO - Epoch [45][2780/3757] lr: 1.000e-03, eta: 4 days, 16:24:26, time: 2.043, data_time: 0.009, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8484, loss_cls: 1.4706, loss: 1.4706, grad_norm: 6.0738 2020-08-02 01:39:02,848 - mmaction - INFO - Epoch [45][2800/3757] lr: 1.000e-03, eta: 4 days, 16:22:16, time: 1.806, data_time: 0.009, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8711, loss_cls: 1.3872, loss: 1.3872, grad_norm: 5.9469 2020-08-02 01:39:44,685 - mmaction - INFO - Epoch [45][2820/3757] lr: 1.000e-03, eta: 4 days, 16:23:07, time: 2.091, data_time: 0.008, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.5283, loss: 1.5283, grad_norm: 6.1992 2020-08-02 01:40:24,844 - mmaction - INFO - Epoch [45][2840/3757] lr: 1.000e-03, eta: 4 days, 16:23:03, time: 2.005, data_time: 0.003, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8328, loss_cls: 1.5315, loss: 1.5315, grad_norm: 6.1587 2020-08-02 01:41:04,342 - mmaction - INFO - Epoch [45][2860/3757] lr: 1.000e-03, eta: 4 days, 16:22:43, time: 1.979, data_time: 0.007, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8578, loss_cls: 1.4335, loss: 1.4335, grad_norm: 6.0445 2020-08-02 01:41:44,391 - mmaction - INFO - Epoch [45][2880/3757] lr: 1.000e-03, eta: 4 days, 16:22:37, time: 2.003, data_time: 0.008, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8383, loss_cls: 1.5541, loss: 1.5541, grad_norm: 6.1822 2020-08-02 01:42:23,208 - mmaction - INFO - Epoch [45][2900/3757] lr: 1.000e-03, eta: 4 days, 16:21:51, time: 1.938, data_time: 0.007, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8258, loss_cls: 1.5131, loss: 1.5131, grad_norm: 6.0410 2020-08-02 01:43:03,372 - mmaction - INFO - Epoch [45][2920/3757] lr: 1.000e-03, eta: 4 days, 16:21:45, time: 2.003, data_time: 0.217, memory: 5166, top1_acc: 0.6227, top5_acc: 0.8195, loss_cls: 1.6000, loss: 1.6000, grad_norm: 6.2317 2020-08-02 01:43:46,583 - mmaction - INFO - Epoch [45][2940/3757] lr: 1.000e-03, eta: 4 days, 16:23:18, time: 2.164, data_time: 0.969, memory: 5166, top1_acc: 0.6023, top5_acc: 0.8187, loss_cls: 1.6327, loss: 1.6327, grad_norm: 6.2099 2020-08-02 01:44:17,711 - mmaction - INFO - Epoch [45][2960/3757] lr: 1.000e-03, eta: 4 days, 16:18:38, time: 1.560, data_time: 0.067, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8359, loss_cls: 1.5216, loss: 1.5216, grad_norm: 6.1177 2020-08-02 01:44:59,903 - mmaction - INFO - Epoch [45][2980/3757] lr: 1.000e-03, eta: 4 days, 16:19:36, time: 2.106, data_time: 0.010, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8320, loss_cls: 1.5122, loss: 1.5122, grad_norm: 5.9983 2020-08-02 01:45:40,183 - mmaction - INFO - Epoch [45][3000/3757] lr: 1.000e-03, eta: 4 days, 16:19:39, time: 2.017, data_time: 0.010, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.4025, loss: 1.4025, grad_norm: 5.8351 2020-08-02 01:46:18,712 - mmaction - INFO - Epoch [45][3020/3757] lr: 1.000e-03, eta: 4 days, 16:18:40, time: 1.918, data_time: 0.011, memory: 5166, top1_acc: 0.6195, top5_acc: 0.8414, loss_cls: 1.5401, loss: 1.5401, grad_norm: 6.1530 2020-08-02 01:46:57,790 - mmaction - INFO - Epoch [45][3040/3757] lr: 1.000e-03, eta: 4 days, 16:18:10, time: 1.964, data_time: 0.013, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8539, loss_cls: 1.4129, loss: 1.4129, grad_norm: 5.9892 2020-08-02 01:47:36,392 - mmaction - INFO - Epoch [45][3060/3757] lr: 1.000e-03, eta: 4 days, 16:17:13, time: 1.921, data_time: 0.009, memory: 5166, top1_acc: 0.6148, top5_acc: 0.8148, loss_cls: 1.5892, loss: 1.5892, grad_norm: 6.1151 2020-08-02 01:48:14,803 - mmaction - INFO - Epoch [45][3080/3757] lr: 1.000e-03, eta: 4 days, 16:16:21, time: 1.929, data_time: 0.013, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8383, loss_cls: 1.5206, loss: 1.5206, grad_norm: 6.1785 2020-08-02 01:48:56,988 - mmaction - INFO - Epoch [45][3100/3757] lr: 1.000e-03, eta: 4 days, 16:17:20, time: 2.111, data_time: 0.009, memory: 5166, top1_acc: 0.6195, top5_acc: 0.8328, loss_cls: 1.5803, loss: 1.5803, grad_norm: 6.2512 2020-08-02 01:49:34,493 - mmaction - INFO - Epoch [45][3120/3757] lr: 1.000e-03, eta: 4 days, 16:15:56, time: 1.875, data_time: 0.002, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8359, loss_cls: 1.5900, loss: 1.5900, grad_norm: 6.3088 2020-08-02 01:50:12,000 - mmaction - INFO - Epoch [45][3140/3757] lr: 1.000e-03, eta: 4 days, 16:14:31, time: 1.874, data_time: 0.008, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8148, loss_cls: 1.5606, loss: 1.5606, grad_norm: 6.1840 2020-08-02 01:50:52,781 - mmaction - INFO - Epoch [45][3160/3757] lr: 1.000e-03, eta: 4 days, 16:14:46, time: 2.039, data_time: 0.003, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8367, loss_cls: 1.5262, loss: 1.5262, grad_norm: 6.0259 2020-08-02 01:51:29,644 - mmaction - INFO - Epoch [45][3180/3757] lr: 1.000e-03, eta: 4 days, 16:13:00, time: 1.837, data_time: 0.009, memory: 5166, top1_acc: 0.6273, top5_acc: 0.8273, loss_cls: 1.5349, loss: 1.5349, grad_norm: 6.2795 2020-08-02 01:52:10,046 - mmaction - INFO - Epoch [45][3200/3757] lr: 1.000e-03, eta: 4 days, 16:13:06, time: 2.025, data_time: 0.010, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8484, loss_cls: 1.4707, loss: 1.4707, grad_norm: 6.1216 2020-08-02 01:52:50,497 - mmaction - INFO - Epoch [45][3220/3757] lr: 1.000e-03, eta: 4 days, 16:13:09, time: 2.021, data_time: 0.077, memory: 5166, top1_acc: 0.6141, top5_acc: 0.8320, loss_cls: 1.5795, loss: 1.5795, grad_norm: 6.1179 2020-08-02 01:53:28,394 - mmaction - INFO - Epoch [45][3240/3757] lr: 1.000e-03, eta: 4 days, 16:11:57, time: 1.894, data_time: 0.074, memory: 5166, top1_acc: 0.6258, top5_acc: 0.8375, loss_cls: 1.5825, loss: 1.5825, grad_norm: 6.3023 2020-08-02 01:54:08,175 - mmaction - INFO - Epoch [45][3260/3757] lr: 1.000e-03, eta: 4 days, 16:11:42, time: 1.991, data_time: 0.750, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8422, loss_cls: 1.5048, loss: 1.5048, grad_norm: 6.2090 2020-08-02 01:54:47,006 - mmaction - INFO - Epoch [45][3280/3757] lr: 1.000e-03, eta: 4 days, 16:10:53, time: 1.933, data_time: 0.091, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4959, loss: 1.4959, grad_norm: 6.1659 2020-08-02 01:55:23,181 - mmaction - INFO - Epoch [45][3300/3757] lr: 1.000e-03, eta: 4 days, 16:08:54, time: 1.813, data_time: 0.013, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8367, loss_cls: 1.5135, loss: 1.5135, grad_norm: 5.9722 2020-08-02 01:56:03,720 - mmaction - INFO - Epoch [45][3320/3757] lr: 1.000e-03, eta: 4 days, 16:09:04, time: 2.033, data_time: 0.010, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8250, loss_cls: 1.5795, loss: 1.5795, grad_norm: 6.0022 2020-08-02 01:56:41,077 - mmaction - INFO - Epoch [45][3340/3757] lr: 1.000e-03, eta: 4 days, 16:07:31, time: 1.857, data_time: 0.140, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.4850, loss: 1.4850, grad_norm: 6.1725 2020-08-02 01:57:20,058 - mmaction - INFO - Epoch [45][3360/3757] lr: 1.000e-03, eta: 4 days, 16:06:56, time: 1.956, data_time: 0.852, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8430, loss_cls: 1.5539, loss: 1.5539, grad_norm: 6.3660 2020-08-02 01:57:56,732 - mmaction - INFO - Epoch [45][3380/3757] lr: 1.000e-03, eta: 4 days, 16:05:09, time: 1.833, data_time: 0.982, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8328, loss_cls: 1.5383, loss: 1.5383, grad_norm: 6.1130 2020-08-02 01:58:38,797 - mmaction - INFO - Epoch [45][3400/3757] lr: 1.000e-03, eta: 4 days, 16:06:02, time: 2.108, data_time: 1.065, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8492, loss_cls: 1.5008, loss: 1.5008, grad_norm: 6.3706 2020-08-02 01:59:20,770 - mmaction - INFO - Epoch [45][3420/3757] lr: 1.000e-03, eta: 4 days, 16:06:44, time: 2.091, data_time: 0.329, memory: 5166, top1_acc: 0.6016, top5_acc: 0.8039, loss_cls: 1.6965, loss: 1.6965, grad_norm: 6.3935 2020-08-02 01:59:56,324 - mmaction - INFO - Epoch [45][3440/3757] lr: 1.000e-03, eta: 4 days, 16:04:30, time: 1.784, data_time: 0.139, memory: 5166, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.7228, loss: 1.7228, grad_norm: 6.4451 2020-08-02 02:00:37,838 - mmaction - INFO - Epoch [45][3460/3757] lr: 1.000e-03, eta: 4 days, 16:04:52, time: 2.057, data_time: 1.088, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.5121, loss: 1.5121, grad_norm: 6.1111 2020-08-02 02:01:19,583 - mmaction - INFO - Epoch [45][3480/3757] lr: 1.000e-03, eta: 4 days, 16:05:41, time: 2.104, data_time: 1.509, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8469, loss_cls: 1.4775, loss: 1.4775, grad_norm: 5.9469 2020-08-02 02:01:56,501 - mmaction - INFO - Epoch [45][3500/3757] lr: 1.000e-03, eta: 4 days, 16:04:04, time: 1.848, data_time: 0.267, memory: 5166, top1_acc: 0.6250, top5_acc: 0.8242, loss_cls: 1.5484, loss: 1.5484, grad_norm: 6.0747 2020-08-02 02:02:36,193 - mmaction - INFO - Epoch [45][3520/3757] lr: 1.000e-03, eta: 4 days, 16:03:41, time: 1.978, data_time: 0.009, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8273, loss_cls: 1.5526, loss: 1.5526, grad_norm: 6.2275 2020-08-02 02:03:12,432 - mmaction - INFO - Epoch [45][3540/3757] lr: 1.000e-03, eta: 4 days, 16:01:47, time: 1.818, data_time: 0.010, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.5425, loss: 1.5425, grad_norm: 6.1442 2020-08-02 02:03:54,195 - mmaction - INFO - Epoch [45][3560/3757] lr: 1.000e-03, eta: 4 days, 16:02:26, time: 2.088, data_time: 0.008, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8359, loss_cls: 1.4831, loss: 1.4831, grad_norm: 5.9443 2020-08-02 02:04:32,802 - mmaction - INFO - Epoch [45][3580/3757] lr: 1.000e-03, eta: 4 days, 16:01:37, time: 1.932, data_time: 0.003, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8391, loss_cls: 1.4659, loss: 1.4659, grad_norm: 6.0351 2020-08-02 02:05:13,557 - mmaction - INFO - Epoch [45][3600/3757] lr: 1.000e-03, eta: 4 days, 16:01:45, time: 2.034, data_time: 0.007, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8367, loss_cls: 1.5675, loss: 1.5675, grad_norm: 6.1202 2020-08-02 02:05:53,862 - mmaction - INFO - Epoch [45][3620/3757] lr: 1.000e-03, eta: 4 days, 16:01:43, time: 2.015, data_time: 0.009, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8344, loss_cls: 1.5742, loss: 1.5742, grad_norm: 6.3726 2020-08-02 02:06:30,745 - mmaction - INFO - Epoch [45][3640/3757] lr: 1.000e-03, eta: 4 days, 16:00:02, time: 1.839, data_time: 0.012, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8422, loss_cls: 1.4952, loss: 1.4952, grad_norm: 6.1151 2020-08-02 02:07:05,954 - mmaction - INFO - Epoch [45][3660/3757] lr: 1.000e-03, eta: 4 days, 15:57:39, time: 1.764, data_time: 0.125, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8492, loss_cls: 1.4457, loss: 1.4457, grad_norm: 6.0968 2020-08-02 02:07:43,016 - mmaction - INFO - Epoch [45][3680/3757] lr: 1.000e-03, eta: 4 days, 15:56:05, time: 1.851, data_time: 0.017, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8367, loss_cls: 1.5231, loss: 1.5231, grad_norm: 6.1817 2020-08-02 02:08:25,242 - mmaction - INFO - Epoch [45][3700/3757] lr: 1.000e-03, eta: 4 days, 15:56:59, time: 2.119, data_time: 0.308, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8430, loss_cls: 1.4581, loss: 1.4581, grad_norm: 6.2703 2020-08-02 02:09:04,066 - mmaction - INFO - Epoch [45][3720/3757] lr: 1.000e-03, eta: 4 days, 15:56:11, time: 1.933, data_time: 0.395, memory: 5166, top1_acc: 0.6227, top5_acc: 0.8234, loss_cls: 1.5923, loss: 1.5923, grad_norm: 6.3025 2020-08-02 02:09:41,890 - mmaction - INFO - Epoch [45][3740/3757] lr: 1.000e-03, eta: 4 days, 15:55:04, time: 1.899, data_time: 0.011, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8297, loss_cls: 1.5065, loss: 1.5065, grad_norm: 6.2104 2020-08-02 02:10:09,650 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-08-02 02:11:05,585 - mmaction - INFO - Epoch [46][20/3757] lr: 1.000e-03, eta: 4 days, 15:45:41, time: 2.712, data_time: 0.958, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8398, loss_cls: 1.4308, loss: 1.4308, grad_norm: 5.8815 2020-08-02 02:11:47,356 - mmaction - INFO - Epoch [46][40/3757] lr: 1.000e-03, eta: 4 days, 15:46:20, time: 2.090, data_time: 0.010, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8523, loss_cls: 1.3945, loss: 1.3945, grad_norm: 5.8467 2020-08-02 02:12:28,989 - mmaction - INFO - Epoch [46][60/3757] lr: 1.000e-03, eta: 4 days, 15:46:49, time: 2.072, data_time: 0.002, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8445, loss_cls: 1.5204, loss: 1.5204, grad_norm: 6.2313 2020-08-02 02:13:09,200 - mmaction - INFO - Epoch [46][80/3757] lr: 1.000e-03, eta: 4 days, 15:46:48, time: 2.018, data_time: 0.012, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8523, loss_cls: 1.5118, loss: 1.5118, grad_norm: 6.2545 2020-08-02 02:13:43,973 - mmaction - INFO - Epoch [46][100/3757] lr: 1.000e-03, eta: 4 days, 15:44:14, time: 1.736, data_time: 0.009, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8422, loss_cls: 1.4556, loss: 1.4556, grad_norm: 5.7918 2020-08-02 02:14:28,178 - mmaction - INFO - Epoch [46][120/3757] lr: 1.000e-03, eta: 4 days, 15:45:56, time: 2.207, data_time: 0.010, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.4305, loss: 1.4305, grad_norm: 5.9236 2020-08-02 02:15:06,337 - mmaction - INFO - Epoch [46][140/3757] lr: 1.000e-03, eta: 4 days, 15:44:59, time: 1.916, data_time: 0.010, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8414, loss_cls: 1.5263, loss: 1.5263, grad_norm: 6.3129 2020-08-02 02:15:41,636 - mmaction - INFO - Epoch [46][160/3757] lr: 1.000e-03, eta: 4 days, 15:42:37, time: 1.756, data_time: 0.104, memory: 5166, top1_acc: 0.6203, top5_acc: 0.8391, loss_cls: 1.5593, loss: 1.5593, grad_norm: 6.1271 2020-08-02 02:16:22,585 - mmaction - INFO - Epoch [46][180/3757] lr: 1.000e-03, eta: 4 days, 15:42:55, time: 2.054, data_time: 0.896, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8398, loss_cls: 1.5316, loss: 1.5316, grad_norm: 5.9375 2020-08-02 02:17:03,188 - mmaction - INFO - Epoch [46][200/3757] lr: 1.000e-03, eta: 4 days, 15:42:59, time: 2.028, data_time: 0.228, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8352, loss_cls: 1.4591, loss: 1.4591, grad_norm: 6.0955 2020-08-02 02:17:39,759 - mmaction - INFO - Epoch [46][220/3757] lr: 1.000e-03, eta: 4 days, 15:41:18, time: 1.832, data_time: 0.032, memory: 5166, top1_acc: 0.6219, top5_acc: 0.8187, loss_cls: 1.5663, loss: 1.5663, grad_norm: 6.3337 2020-08-02 02:18:16,876 - mmaction - INFO - Epoch [46][240/3757] lr: 1.000e-03, eta: 4 days, 15:39:47, time: 1.851, data_time: 0.009, memory: 5166, top1_acc: 0.6148, top5_acc: 0.8250, loss_cls: 1.5971, loss: 1.5971, grad_norm: 6.2804 2020-08-02 02:18:55,894 - mmaction - INFO - Epoch [46][260/3757] lr: 1.000e-03, eta: 4 days, 15:39:13, time: 1.956, data_time: 0.010, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8242, loss_cls: 1.5493, loss: 1.5493, grad_norm: 6.2272 2020-08-02 02:19:33,765 - mmaction - INFO - Epoch [46][280/3757] lr: 1.000e-03, eta: 4 days, 15:38:04, time: 1.891, data_time: 0.009, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.5064, loss: 1.5064, grad_norm: 6.1716 2020-08-02 02:20:12,902 - mmaction - INFO - Epoch [46][300/3757] lr: 1.000e-03, eta: 4 days, 15:37:29, time: 1.957, data_time: 0.159, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8547, loss_cls: 1.4428, loss: 1.4428, grad_norm: 6.1563 2020-08-02 02:20:51,702 - mmaction - INFO - Epoch [46][320/3757] lr: 1.000e-03, eta: 4 days, 15:36:48, time: 1.943, data_time: 0.115, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8406, loss_cls: 1.5102, loss: 1.5102, grad_norm: 6.1855 2020-08-02 02:21:33,037 - mmaction - INFO - Epoch [46][340/3757] lr: 1.000e-03, eta: 4 days, 15:37:11, time: 2.066, data_time: 0.177, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8461, loss_cls: 1.4974, loss: 1.4974, grad_norm: 5.9155 2020-08-02 02:22:12,226 - mmaction - INFO - Epoch [46][360/3757] lr: 1.000e-03, eta: 4 days, 15:36:35, time: 1.954, data_time: 0.238, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8352, loss_cls: 1.4821, loss: 1.4821, grad_norm: 6.0192 2020-08-02 02:22:52,826 - mmaction - INFO - Epoch [46][380/3757] lr: 1.000e-03, eta: 4 days, 15:36:39, time: 2.030, data_time: 0.187, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8398, loss_cls: 1.5329, loss: 1.5329, grad_norm: 6.0252 2020-08-02 02:23:31,073 - mmaction - INFO - Epoch [46][400/3757] lr: 1.000e-03, eta: 4 days, 15:35:46, time: 1.920, data_time: 0.408, memory: 5166, top1_acc: 0.6188, top5_acc: 0.8398, loss_cls: 1.5796, loss: 1.5796, grad_norm: 6.3169 2020-08-02 02:24:12,823 - mmaction - INFO - Epoch [46][420/3757] lr: 1.000e-03, eta: 4 days, 15:36:17, time: 2.084, data_time: 0.002, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8367, loss_cls: 1.5021, loss: 1.5021, grad_norm: 6.1882 2020-08-02 02:24:50,581 - mmaction - INFO - Epoch [46][440/3757] lr: 1.000e-03, eta: 4 days, 15:35:04, time: 1.882, data_time: 0.011, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8422, loss_cls: 1.4802, loss: 1.4802, grad_norm: 6.0429 2020-08-02 02:25:30,740 - mmaction - INFO - Epoch [46][460/3757] lr: 1.000e-03, eta: 4 days, 15:34:57, time: 2.009, data_time: 0.011, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8516, loss_cls: 1.4600, loss: 1.4600, grad_norm: 6.1918 2020-08-02 02:26:09,758 - mmaction - INFO - Epoch [46][480/3757] lr: 1.000e-03, eta: 4 days, 15:34:23, time: 1.959, data_time: 0.011, memory: 5166, top1_acc: 0.6141, top5_acc: 0.8227, loss_cls: 1.6293, loss: 1.6293, grad_norm: 6.2636 2020-08-02 02:26:47,239 - mmaction - INFO - Epoch [46][500/3757] lr: 1.000e-03, eta: 4 days, 15:33:01, time: 1.865, data_time: 0.008, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4977, loss: 1.4977, grad_norm: 6.1273 2020-08-02 02:27:28,075 - mmaction - INFO - Epoch [46][520/3757] lr: 1.000e-03, eta: 4 days, 15:33:14, time: 2.048, data_time: 0.011, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.5531, loss: 1.5531, grad_norm: 6.1875 2020-08-02 02:28:05,670 - mmaction - INFO - Epoch [46][540/3757] lr: 1.000e-03, eta: 4 days, 15:32:01, time: 1.882, data_time: 0.010, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8367, loss_cls: 1.5224, loss: 1.5224, grad_norm: 6.1638 2020-08-02 02:28:41,964 - mmaction - INFO - Epoch [46][560/3757] lr: 1.000e-03, eta: 4 days, 15:30:09, time: 1.806, data_time: 0.011, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8539, loss_cls: 1.5138, loss: 1.5138, grad_norm: 6.3236 2020-08-02 02:29:22,618 - mmaction - INFO - Epoch [46][580/3757] lr: 1.000e-03, eta: 4 days, 15:30:18, time: 2.041, data_time: 0.011, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8398, loss_cls: 1.5035, loss: 1.5035, grad_norm: 6.1028 2020-08-02 02:30:01,694 - mmaction - INFO - Epoch [46][600/3757] lr: 1.000e-03, eta: 4 days, 15:29:42, time: 1.954, data_time: 0.009, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8336, loss_cls: 1.5316, loss: 1.5316, grad_norm: 6.1455 2020-08-02 02:30:39,772 - mmaction - INFO - Epoch [46][620/3757] lr: 1.000e-03, eta: 4 days, 15:28:40, time: 1.904, data_time: 0.002, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8438, loss_cls: 1.5335, loss: 1.5335, grad_norm: 6.2268 2020-08-02 02:31:19,637 - mmaction - INFO - Epoch [46][640/3757] lr: 1.000e-03, eta: 4 days, 15:28:21, time: 1.986, data_time: 0.007, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.4333, loss: 1.4333, grad_norm: 6.0826 2020-08-02 02:31:57,557 - mmaction - INFO - Epoch [46][660/3757] lr: 1.000e-03, eta: 4 days, 15:27:15, time: 1.896, data_time: 0.010, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8422, loss_cls: 1.4865, loss: 1.4865, grad_norm: 6.2912 2020-08-02 02:32:38,580 - mmaction - INFO - Epoch [46][680/3757] lr: 1.000e-03, eta: 4 days, 15:27:28, time: 2.052, data_time: 0.010, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8313, loss_cls: 1.5177, loss: 1.5177, grad_norm: 6.1956 2020-08-02 02:33:15,430 - mmaction - INFO - Epoch [46][700/3757] lr: 1.000e-03, eta: 4 days, 15:26:00, time: 1.849, data_time: 0.091, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8328, loss_cls: 1.5495, loss: 1.5495, grad_norm: 6.1867 2020-08-02 02:33:55,976 - mmaction - INFO - Epoch [46][720/3757] lr: 1.000e-03, eta: 4 days, 15:25:57, time: 2.020, data_time: 0.152, memory: 5166, top1_acc: 0.6117, top5_acc: 0.8359, loss_cls: 1.5597, loss: 1.5597, grad_norm: 6.1033 2020-08-02 02:34:33,781 - mmaction - INFO - Epoch [46][740/3757] lr: 1.000e-03, eta: 4 days, 15:24:52, time: 1.897, data_time: 0.011, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8375, loss_cls: 1.5003, loss: 1.5003, grad_norm: 6.1393 2020-08-02 02:35:15,267 - mmaction - INFO - Epoch [46][760/3757] lr: 1.000e-03, eta: 4 days, 15:25:14, time: 2.070, data_time: 0.008, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8313, loss_cls: 1.5327, loss: 1.5327, grad_norm: 6.1418 2020-08-02 02:35:49,597 - mmaction - INFO - Epoch [46][780/3757] lr: 1.000e-03, eta: 4 days, 15:22:42, time: 1.721, data_time: 0.010, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8359, loss_cls: 1.5049, loss: 1.5049, grad_norm: 6.2513 2020-08-02 02:36:31,963 - mmaction - INFO - Epoch [46][800/3757] lr: 1.000e-03, eta: 4 days, 15:23:25, time: 2.113, data_time: 0.006, memory: 5166, top1_acc: 0.6219, top5_acc: 0.8320, loss_cls: 1.5586, loss: 1.5586, grad_norm: 6.3972 2020-08-02 02:37:13,481 - mmaction - INFO - Epoch [46][820/3757] lr: 1.000e-03, eta: 4 days, 15:23:50, time: 2.078, data_time: 0.008, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8445, loss_cls: 1.4960, loss: 1.4960, grad_norm: 6.2254 2020-08-02 02:37:50,731 - mmaction - INFO - Epoch [46][840/3757] lr: 1.000e-03, eta: 4 days, 15:22:27, time: 1.858, data_time: 0.010, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4601, loss: 1.4601, grad_norm: 6.0537 2020-08-02 02:38:28,872 - mmaction - INFO - Epoch [46][860/3757] lr: 1.000e-03, eta: 4 days, 15:21:31, time: 1.913, data_time: 0.010, memory: 5166, top1_acc: 0.6086, top5_acc: 0.8180, loss_cls: 1.6479, loss: 1.6479, grad_norm: 6.3120 2020-08-02 02:39:05,452 - mmaction - INFO - Epoch [46][880/3757] lr: 1.000e-03, eta: 4 days, 15:19:52, time: 1.827, data_time: 0.008, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8445, loss_cls: 1.5438, loss: 1.5438, grad_norm: 6.1864 2020-08-02 02:39:46,619 - mmaction - INFO - Epoch [46][900/3757] lr: 1.000e-03, eta: 4 days, 15:20:08, time: 2.060, data_time: 0.008, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8328, loss_cls: 1.5407, loss: 1.5407, grad_norm: 6.3264 2020-08-02 02:40:24,372 - mmaction - INFO - Epoch [46][920/3757] lr: 1.000e-03, eta: 4 days, 15:18:58, time: 1.885, data_time: 0.009, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8187, loss_cls: 1.5923, loss: 1.5923, grad_norm: 6.2840 2020-08-02 02:41:03,710 - mmaction - INFO - Epoch [46][940/3757] lr: 1.000e-03, eta: 4 days, 15:18:30, time: 1.971, data_time: 0.010, memory: 5166, top1_acc: 0.6180, top5_acc: 0.8242, loss_cls: 1.6275, loss: 1.6275, grad_norm: 6.4417 2020-08-02 02:41:45,128 - mmaction - INFO - Epoch [46][960/3757] lr: 1.000e-03, eta: 4 days, 15:18:47, time: 2.064, data_time: 0.008, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8359, loss_cls: 1.5235, loss: 1.5235, grad_norm: 6.2932 2020-08-02 02:42:22,849 - mmaction - INFO - Epoch [46][980/3757] lr: 1.000e-03, eta: 4 days, 15:17:41, time: 1.892, data_time: 0.015, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8281, loss_cls: 1.5300, loss: 1.5300, grad_norm: 6.3661 2020-08-02 02:43:04,261 - mmaction - INFO - Epoch [46][1000/3757] lr: 1.000e-03, eta: 4 days, 15:18:03, time: 2.073, data_time: 0.005, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.4721, loss: 1.4721, grad_norm: 6.1570 2020-08-02 02:43:43,617 - mmaction - INFO - Epoch [46][1020/3757] lr: 1.000e-03, eta: 4 days, 15:17:31, time: 1.963, data_time: 0.009, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8180, loss_cls: 1.5415, loss: 1.5415, grad_norm: 6.1192 2020-08-02 02:44:18,391 - mmaction - INFO - Epoch [46][1040/3757] lr: 1.000e-03, eta: 4 days, 15:15:13, time: 1.743, data_time: 0.010, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.4930, loss: 1.4930, grad_norm: 6.2058 2020-08-02 02:45:00,397 - mmaction - INFO - Epoch [46][1060/3757] lr: 1.000e-03, eta: 4 days, 15:15:47, time: 2.101, data_time: 0.008, memory: 5166, top1_acc: 0.6258, top5_acc: 0.8328, loss_cls: 1.5648, loss: 1.5648, grad_norm: 6.2956 2020-08-02 02:45:42,505 - mmaction - INFO - Epoch [46][1080/3757] lr: 1.000e-03, eta: 4 days, 15:16:23, time: 2.105, data_time: 0.003, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8461, loss_cls: 1.5071, loss: 1.5071, grad_norm: 6.3143 2020-08-02 02:46:17,048 - mmaction - INFO - Epoch [46][1100/3757] lr: 1.000e-03, eta: 4 days, 15:13:58, time: 1.726, data_time: 0.002, memory: 5166, top1_acc: 0.6211, top5_acc: 0.8328, loss_cls: 1.5358, loss: 1.5358, grad_norm: 6.3611 2020-08-02 02:46:59,289 - mmaction - INFO - Epoch [46][1120/3757] lr: 1.000e-03, eta: 4 days, 15:14:34, time: 2.106, data_time: 0.008, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8391, loss_cls: 1.5053, loss: 1.5053, grad_norm: 6.2134 2020-08-02 02:47:36,957 - mmaction - INFO - Epoch [46][1140/3757] lr: 1.000e-03, eta: 4 days, 15:13:26, time: 1.887, data_time: 0.010, memory: 5166, top1_acc: 0.6258, top5_acc: 0.8242, loss_cls: 1.5639, loss: 1.5639, grad_norm: 6.5423 2020-08-02 02:48:18,128 - mmaction - INFO - Epoch [46][1160/3757] lr: 1.000e-03, eta: 4 days, 15:13:36, time: 2.054, data_time: 0.010, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8461, loss_cls: 1.5058, loss: 1.5058, grad_norm: 6.0814 2020-08-02 02:48:56,810 - mmaction - INFO - Epoch [46][1180/3757] lr: 1.000e-03, eta: 4 days, 15:12:53, time: 1.939, data_time: 0.010, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8398, loss_cls: 1.5084, loss: 1.5084, grad_norm: 6.1734 2020-08-02 02:49:34,313 - mmaction - INFO - Epoch [46][1200/3757] lr: 1.000e-03, eta: 4 days, 15:11:39, time: 1.875, data_time: 0.010, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8508, loss_cls: 1.4047, loss: 1.4047, grad_norm: 6.0092 2020-08-02 02:50:15,277 - mmaction - INFO - Epoch [46][1220/3757] lr: 1.000e-03, eta: 4 days, 15:11:45, time: 2.044, data_time: 0.009, memory: 5166, top1_acc: 0.6203, top5_acc: 0.8297, loss_cls: 1.5841, loss: 1.5841, grad_norm: 6.2209 2020-08-02 02:50:51,951 - mmaction - INFO - Epoch [46][1240/3757] lr: 1.000e-03, eta: 4 days, 15:10:15, time: 1.840, data_time: 0.011, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8547, loss_cls: 1.4698, loss: 1.4698, grad_norm: 6.1838 2020-08-02 02:51:34,244 - mmaction - INFO - Epoch [46][1260/3757] lr: 1.000e-03, eta: 4 days, 15:10:52, time: 2.110, data_time: 0.049, memory: 5166, top1_acc: 0.6109, top5_acc: 0.8094, loss_cls: 1.6071, loss: 1.6071, grad_norm: 6.4310 2020-08-02 02:52:11,995 - mmaction - INFO - Epoch [46][1280/3757] lr: 1.000e-03, eta: 4 days, 15:09:45, time: 1.889, data_time: 0.008, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8344, loss_cls: 1.5096, loss: 1.5096, grad_norm: 6.0270 2020-08-02 02:52:42,799 - mmaction - INFO - Epoch [46][1300/3757] lr: 1.000e-03, eta: 4 days, 15:05:57, time: 1.543, data_time: 0.082, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8391, loss_cls: 1.4664, loss: 1.4664, grad_norm: 5.9688 2020-08-02 02:53:25,230 - mmaction - INFO - Epoch [46][1320/3757] lr: 1.000e-03, eta: 4 days, 15:06:39, time: 2.123, data_time: 0.354, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8477, loss_cls: 1.5432, loss: 1.5432, grad_norm: 6.4517 2020-08-02 02:54:02,728 - mmaction - INFO - Epoch [46][1340/3757] lr: 1.000e-03, eta: 4 days, 15:05:26, time: 1.875, data_time: 0.473, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8305, loss_cls: 1.4826, loss: 1.4826, grad_norm: 5.9342 2020-08-02 02:54:42,415 - mmaction - INFO - Epoch [46][1360/3757] lr: 1.000e-03, eta: 4 days, 15:05:00, time: 1.975, data_time: 1.262, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8438, loss_cls: 1.4677, loss: 1.4677, grad_norm: 5.9452 2020-08-02 02:55:18,990 - mmaction - INFO - Epoch [46][1380/3757] lr: 1.000e-03, eta: 4 days, 15:03:30, time: 1.838, data_time: 0.032, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.4334, loss: 1.4334, grad_norm: 6.0039 2020-08-02 02:56:00,788 - mmaction - INFO - Epoch [46][1400/3757] lr: 1.000e-03, eta: 4 days, 15:03:55, time: 2.086, data_time: 0.003, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8289, loss_cls: 1.5484, loss: 1.5484, grad_norm: 6.3084 2020-08-02 02:56:37,672 - mmaction - INFO - Epoch [46][1420/3757] lr: 1.000e-03, eta: 4 days, 15:02:30, time: 1.848, data_time: 0.006, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8359, loss_cls: 1.5064, loss: 1.5064, grad_norm: 6.0866 2020-08-02 02:57:18,568 - mmaction - INFO - Epoch [46][1440/3757] lr: 1.000e-03, eta: 4 days, 15:02:32, time: 2.039, data_time: 0.009, memory: 5166, top1_acc: 0.6219, top5_acc: 0.8461, loss_cls: 1.5438, loss: 1.5438, grad_norm: 6.3519 2020-08-02 02:57:59,024 - mmaction - INFO - Epoch [46][1460/3757] lr: 1.000e-03, eta: 4 days, 15:02:30, time: 2.029, data_time: 0.010, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8484, loss_cls: 1.4735, loss: 1.4735, grad_norm: 6.1456 2020-08-02 02:58:36,657 - mmaction - INFO - Epoch [46][1480/3757] lr: 1.000e-03, eta: 4 days, 15:01:17, time: 1.874, data_time: 0.242, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8414, loss_cls: 1.5012, loss: 1.5012, grad_norm: 6.2548 2020-08-02 02:59:14,988 - mmaction - INFO - Epoch [46][1500/3757] lr: 1.000e-03, eta: 4 days, 15:00:27, time: 1.924, data_time: 0.070, memory: 5166, top1_acc: 0.6148, top5_acc: 0.8414, loss_cls: 1.5609, loss: 1.5609, grad_norm: 6.4553 2020-08-02 02:59:56,354 - mmaction - INFO - Epoch [46][1520/3757] lr: 1.000e-03, eta: 4 days, 15:00:41, time: 2.065, data_time: 0.034, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8352, loss_cls: 1.5367, loss: 1.5367, grad_norm: 6.3641 2020-08-02 03:00:36,650 - mmaction - INFO - Epoch [46][1540/3757] lr: 1.000e-03, eta: 4 days, 15:00:27, time: 2.004, data_time: 0.009, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8430, loss_cls: 1.4708, loss: 1.4708, grad_norm: 5.9543 2020-08-02 03:01:14,019 - mmaction - INFO - Epoch [46][1560/3757] lr: 1.000e-03, eta: 4 days, 14:59:19, time: 1.883, data_time: 0.076, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8320, loss_cls: 1.5363, loss: 1.5363, grad_norm: 6.2894 2020-08-02 03:01:54,468 - mmaction - INFO - Epoch [46][1580/3757] lr: 1.000e-03, eta: 4 days, 14:59:11, time: 2.018, data_time: 0.004, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8352, loss_cls: 1.4926, loss: 1.4926, grad_norm: 6.0479 2020-08-02 03:02:34,711 - mmaction - INFO - Epoch [46][1600/3757] lr: 1.000e-03, eta: 4 days, 14:59:03, time: 2.016, data_time: 0.092, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8461, loss_cls: 1.4771, loss: 1.4771, grad_norm: 6.2320 2020-08-02 03:03:11,814 - mmaction - INFO - Epoch [46][1620/3757] lr: 1.000e-03, eta: 4 days, 14:57:38, time: 1.846, data_time: 0.010, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8297, loss_cls: 1.5086, loss: 1.5086, grad_norm: 6.1952 2020-08-02 03:03:50,898 - mmaction - INFO - Epoch [46][1640/3757] lr: 1.000e-03, eta: 4 days, 14:57:06, time: 1.964, data_time: 0.012, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.4010, loss: 1.4010, grad_norm: 6.0340 2020-08-02 03:04:31,360 - mmaction - INFO - Epoch [46][1660/3757] lr: 1.000e-03, eta: 4 days, 14:56:59, time: 2.020, data_time: 0.003, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8398, loss_cls: 1.5327, loss: 1.5327, grad_norm: 6.2059 2020-08-02 03:05:12,110 - mmaction - INFO - Epoch [46][1680/3757] lr: 1.000e-03, eta: 4 days, 14:56:59, time: 2.038, data_time: 0.103, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.4121, loss: 1.4121, grad_norm: 6.2457 2020-08-02 03:05:49,851 - mmaction - INFO - Epoch [46][1700/3757] lr: 1.000e-03, eta: 4 days, 14:55:54, time: 1.891, data_time: 0.006, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8438, loss_cls: 1.4921, loss: 1.4921, grad_norm: 6.2761 2020-08-02 03:06:25,067 - mmaction - INFO - Epoch [46][1720/3757] lr: 1.000e-03, eta: 4 days, 14:53:50, time: 1.755, data_time: 0.007, memory: 5166, top1_acc: 0.6273, top5_acc: 0.8422, loss_cls: 1.5083, loss: 1.5083, grad_norm: 6.2914 2020-08-02 03:07:05,222 - mmaction - INFO - Epoch [46][1740/3757] lr: 1.000e-03, eta: 4 days, 14:53:39, time: 2.013, data_time: 0.010, memory: 5166, top1_acc: 0.6250, top5_acc: 0.8367, loss_cls: 1.5576, loss: 1.5576, grad_norm: 6.2263 2020-08-02 03:07:43,941 - mmaction - INFO - Epoch [46][1760/3757] lr: 1.000e-03, eta: 4 days, 14:52:54, time: 1.935, data_time: 0.011, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8250, loss_cls: 1.6039, loss: 1.6039, grad_norm: 6.2885 2020-08-02 03:08:22,773 - mmaction - INFO - Epoch [46][1780/3757] lr: 1.000e-03, eta: 4 days, 14:52:13, time: 1.942, data_time: 0.815, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8508, loss_cls: 1.5056, loss: 1.5056, grad_norm: 6.1274 2020-08-02 03:09:02,846 - mmaction - INFO - Epoch [46][1800/3757] lr: 1.000e-03, eta: 4 days, 14:51:55, time: 1.997, data_time: 0.749, memory: 5166, top1_acc: 0.6250, top5_acc: 0.8297, loss_cls: 1.5336, loss: 1.5336, grad_norm: 6.2824 2020-08-02 03:09:44,625 - mmaction - INFO - Epoch [46][1820/3757] lr: 1.000e-03, eta: 4 days, 14:52:21, time: 2.097, data_time: 0.303, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8438, loss_cls: 1.5228, loss: 1.5228, grad_norm: 6.2655 2020-08-02 03:10:24,397 - mmaction - INFO - Epoch [46][1840/3757] lr: 1.000e-03, eta: 4 days, 14:51:56, time: 1.982, data_time: 0.224, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8367, loss_cls: 1.5337, loss: 1.5337, grad_norm: 6.2587 2020-08-02 03:11:03,053 - mmaction - INFO - Epoch [46][1860/3757] lr: 1.000e-03, eta: 4 days, 14:51:13, time: 1.938, data_time: 0.010, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8352, loss_cls: 1.4789, loss: 1.4789, grad_norm: 6.2737 2020-08-02 03:11:39,512 - mmaction - INFO - Epoch [46][1880/3757] lr: 1.000e-03, eta: 4 days, 14:49:36, time: 1.817, data_time: 0.009, memory: 5166, top1_acc: 0.6172, top5_acc: 0.8172, loss_cls: 1.5640, loss: 1.5640, grad_norm: 6.3236 2020-08-02 03:12:21,167 - mmaction - INFO - Epoch [46][1900/3757] lr: 1.000e-03, eta: 4 days, 14:49:58, time: 2.089, data_time: 0.011, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8344, loss_cls: 1.5108, loss: 1.5108, grad_norm: 6.3107 2020-08-02 03:13:00,930 - mmaction - INFO - Epoch [46][1920/3757] lr: 1.000e-03, eta: 4 days, 14:49:35, time: 1.985, data_time: 0.008, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.5334, loss: 1.5334, grad_norm: 6.1659 2020-08-02 03:13:39,160 - mmaction - INFO - Epoch [46][1940/3757] lr: 1.000e-03, eta: 4 days, 14:48:39, time: 1.909, data_time: 0.007, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8453, loss_cls: 1.4875, loss: 1.4875, grad_norm: 6.2353 2020-08-02 03:14:16,756 - mmaction - INFO - Epoch [46][1960/3757] lr: 1.000e-03, eta: 4 days, 14:47:32, time: 1.886, data_time: 0.011, memory: 5166, top1_acc: 0.6258, top5_acc: 0.8461, loss_cls: 1.4976, loss: 1.4976, grad_norm: 6.3529 2020-08-02 03:14:53,234 - mmaction - INFO - Epoch [46][1980/3757] lr: 1.000e-03, eta: 4 days, 14:45:59, time: 1.821, data_time: 0.018, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8320, loss_cls: 1.5589, loss: 1.5589, grad_norm: 6.2841 2020-08-02 03:15:35,112 - mmaction - INFO - Epoch [46][2000/3757] lr: 1.000e-03, eta: 4 days, 14:46:23, time: 2.095, data_time: 0.051, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8422, loss_cls: 1.4855, loss: 1.4855, grad_norm: 6.2944 2020-08-02 03:16:10,679 - mmaction - INFO - Epoch [46][2020/3757] lr: 1.000e-03, eta: 4 days, 14:44:28, time: 1.772, data_time: 0.240, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8359, loss_cls: 1.5452, loss: 1.5452, grad_norm: 6.2539 2020-08-02 03:16:51,845 - mmaction - INFO - Epoch [46][2040/3757] lr: 1.000e-03, eta: 4 days, 14:44:39, time: 2.066, data_time: 0.242, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8352, loss_cls: 1.5510, loss: 1.5510, grad_norm: 6.1586 2020-08-02 03:17:31,211 - mmaction - INFO - Epoch [46][2060/3757] lr: 1.000e-03, eta: 4 days, 14:44:08, time: 1.967, data_time: 0.634, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.4050, loss: 1.4050, grad_norm: 6.0690 2020-08-02 03:18:06,723 - mmaction - INFO - Epoch [46][2080/3757] lr: 1.000e-03, eta: 4 days, 14:42:16, time: 1.777, data_time: 0.420, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.5142, loss: 1.5142, grad_norm: 6.3596 2020-08-02 03:18:48,566 - mmaction - INFO - Epoch [46][2100/3757] lr: 1.000e-03, eta: 4 days, 14:42:37, time: 2.091, data_time: 0.107, memory: 5166, top1_acc: 0.6180, top5_acc: 0.8320, loss_cls: 1.5782, loss: 1.5782, grad_norm: 6.3682 2020-08-02 03:19:28,745 - mmaction - INFO - Epoch [46][2120/3757] lr: 1.000e-03, eta: 4 days, 14:42:25, time: 2.011, data_time: 0.018, memory: 5166, top1_acc: 0.6156, top5_acc: 0.8336, loss_cls: 1.6005, loss: 1.6005, grad_norm: 6.4524 2020-08-02 03:20:09,473 - mmaction - INFO - Epoch [46][2140/3757] lr: 1.000e-03, eta: 4 days, 14:42:23, time: 2.035, data_time: 0.008, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8273, loss_cls: 1.5446, loss: 1.5446, grad_norm: 6.1502 2020-08-02 03:20:47,652 - mmaction - INFO - Epoch [46][2160/3757] lr: 1.000e-03, eta: 4 days, 14:41:27, time: 1.910, data_time: 0.007, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8469, loss_cls: 1.4956, loss: 1.4956, grad_norm: 6.2909 2020-08-02 03:21:25,652 - mmaction - INFO - Epoch [46][2180/3757] lr: 1.000e-03, eta: 4 days, 14:40:26, time: 1.897, data_time: 0.009, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8266, loss_cls: 1.5619, loss: 1.5619, grad_norm: 6.1811 2020-08-02 03:22:04,731 - mmaction - INFO - Epoch [46][2200/3757] lr: 1.000e-03, eta: 4 days, 14:39:51, time: 1.957, data_time: 0.011, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8484, loss_cls: 1.4795, loss: 1.4795, grad_norm: 6.2794 2020-08-02 03:22:43,779 - mmaction - INFO - Epoch [46][2220/3757] lr: 1.000e-03, eta: 4 days, 14:39:11, time: 1.948, data_time: 0.009, memory: 5166, top1_acc: 0.6250, top5_acc: 0.8289, loss_cls: 1.5784, loss: 1.5784, grad_norm: 6.3970 2020-08-02 03:23:27,437 - mmaction - INFO - Epoch [46][2240/3757] lr: 1.000e-03, eta: 4 days, 14:40:13, time: 2.188, data_time: 1.160, memory: 5166, top1_acc: 0.6211, top5_acc: 0.8328, loss_cls: 1.5654, loss: 1.5654, grad_norm: 6.1836 2020-08-02 03:24:03,499 - mmaction - INFO - Epoch [46][2260/3757] lr: 1.000e-03, eta: 4 days, 14:38:33, time: 1.803, data_time: 0.198, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8555, loss_cls: 1.4112, loss: 1.4112, grad_norm: 6.0252 2020-08-02 03:24:41,505 - mmaction - INFO - Epoch [46][2280/3757] lr: 1.000e-03, eta: 4 days, 14:37:29, time: 1.891, data_time: 0.030, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4791, loss: 1.4791, grad_norm: 6.3871 2020-08-02 03:25:19,022 - mmaction - INFO - Epoch [46][2300/3757] lr: 1.000e-03, eta: 4 days, 14:36:22, time: 1.880, data_time: 0.316, memory: 5166, top1_acc: 0.6211, top5_acc: 0.8234, loss_cls: 1.5776, loss: 1.5776, grad_norm: 6.3235 2020-08-02 03:25:59,079 - mmaction - INFO - Epoch [46][2320/3757] lr: 1.000e-03, eta: 4 days, 14:36:07, time: 2.008, data_time: 1.121, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8320, loss_cls: 1.5528, loss: 1.5528, grad_norm: 6.3186 2020-08-02 03:26:36,874 - mmaction - INFO - Epoch [46][2340/3757] lr: 1.000e-03, eta: 4 days, 14:35:04, time: 1.889, data_time: 1.205, memory: 5166, top1_acc: 0.6203, top5_acc: 0.8148, loss_cls: 1.5831, loss: 1.5831, grad_norm: 6.3025 2020-08-02 03:27:12,989 - mmaction - INFO - Epoch [46][2360/3757] lr: 1.000e-03, eta: 4 days, 14:33:24, time: 1.803, data_time: 1.220, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8266, loss_cls: 1.5016, loss: 1.5016, grad_norm: 6.0490 2020-08-02 03:27:51,637 - mmaction - INFO - Epoch [46][2380/3757] lr: 1.000e-03, eta: 4 days, 14:32:40, time: 1.936, data_time: 1.270, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8344, loss_cls: 1.5220, loss: 1.5220, grad_norm: 6.2025 2020-08-02 03:28:34,789 - mmaction - INFO - Epoch [46][2400/3757] lr: 1.000e-03, eta: 4 days, 14:33:24, time: 2.149, data_time: 0.792, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8352, loss_cls: 1.5593, loss: 1.5593, grad_norm: 6.3123 2020-08-02 03:29:14,906 - mmaction - INFO - Epoch [46][2420/3757] lr: 1.000e-03, eta: 4 days, 14:33:11, time: 2.012, data_time: 0.090, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8359, loss_cls: 1.5151, loss: 1.5151, grad_norm: 6.2339 2020-08-02 03:29:53,604 - mmaction - INFO - Epoch [46][2440/3757] lr: 1.000e-03, eta: 4 days, 14:32:23, time: 1.925, data_time: 0.009, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4486, loss: 1.4486, grad_norm: 6.1586 2020-08-02 03:30:31,619 - mmaction - INFO - Epoch [46][2460/3757] lr: 1.000e-03, eta: 4 days, 14:31:28, time: 1.911, data_time: 0.202, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8414, loss_cls: 1.5339, loss: 1.5339, grad_norm: 6.2325 2020-08-02 03:31:09,966 - mmaction - INFO - Epoch [46][2480/3757] lr: 1.000e-03, eta: 4 days, 14:30:34, time: 1.911, data_time: 0.969, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8352, loss_cls: 1.5112, loss: 1.5112, grad_norm: 6.2183 2020-08-02 03:31:49,951 - mmaction - INFO - Epoch [46][2500/3757] lr: 1.000e-03, eta: 4 days, 14:30:18, time: 2.004, data_time: 1.437, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8328, loss_cls: 1.4969, loss: 1.4969, grad_norm: 6.2513 2020-08-02 03:32:26,795 - mmaction - INFO - Epoch [46][2520/3757] lr: 1.000e-03, eta: 4 days, 14:28:55, time: 1.840, data_time: 1.286, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8602, loss_cls: 1.3980, loss: 1.3980, grad_norm: 6.0513 2020-08-02 03:33:04,764 - mmaction - INFO - Epoch [46][2540/3757] lr: 1.000e-03, eta: 4 days, 14:27:55, time: 1.898, data_time: 1.217, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8305, loss_cls: 1.5295, loss: 1.5295, grad_norm: 6.3200 2020-08-02 03:33:44,090 - mmaction - INFO - Epoch [46][2560/3757] lr: 1.000e-03, eta: 4 days, 14:27:22, time: 1.963, data_time: 0.524, memory: 5166, top1_acc: 0.6203, top5_acc: 0.8320, loss_cls: 1.6041, loss: 1.6041, grad_norm: 6.2891 2020-08-02 03:34:24,216 - mmaction - INFO - Epoch [46][2580/3757] lr: 1.000e-03, eta: 4 days, 14:27:09, time: 2.014, data_time: 0.947, memory: 5166, top1_acc: 0.6227, top5_acc: 0.8336, loss_cls: 1.5568, loss: 1.5568, grad_norm: 6.4528 2020-08-02 03:35:05,944 - mmaction - INFO - Epoch [46][2600/3757] lr: 1.000e-03, eta: 4 days, 14:27:26, time: 2.087, data_time: 0.900, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8242, loss_cls: 1.5738, loss: 1.5738, grad_norm: 6.2998 2020-08-02 03:35:42,690 - mmaction - INFO - Epoch [46][2620/3757] lr: 1.000e-03, eta: 4 days, 14:26:02, time: 1.836, data_time: 1.250, memory: 5166, top1_acc: 0.6109, top5_acc: 0.8133, loss_cls: 1.6434, loss: 1.6434, grad_norm: 6.4690 2020-08-02 03:36:17,571 - mmaction - INFO - Epoch [46][2640/3757] lr: 1.000e-03, eta: 4 days, 14:24:01, time: 1.745, data_time: 1.176, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.4865, loss: 1.4865, grad_norm: 6.1630 2020-08-02 03:36:55,488 - mmaction - INFO - Epoch [46][2660/3757] lr: 1.000e-03, eta: 4 days, 14:23:00, time: 1.892, data_time: 1.317, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.5033, loss: 1.5033, grad_norm: 6.2195 2020-08-02 03:37:35,478 - mmaction - INFO - Epoch [46][2680/3757] lr: 1.000e-03, eta: 4 days, 14:22:40, time: 1.997, data_time: 1.270, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8305, loss_cls: 1.4708, loss: 1.4708, grad_norm: 6.0305 2020-08-02 03:38:14,226 - mmaction - INFO - Epoch [46][2700/3757] lr: 1.000e-03, eta: 4 days, 14:21:59, time: 1.942, data_time: 1.339, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8445, loss_cls: 1.4670, loss: 1.4670, grad_norm: 6.0339 2020-08-02 03:38:55,893 - mmaction - INFO - Epoch [46][2720/3757] lr: 1.000e-03, eta: 4 days, 14:22:10, time: 2.074, data_time: 0.911, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8414, loss_cls: 1.4833, loss: 1.4833, grad_norm: 6.1593 2020-08-02 03:39:35,266 - mmaction - INFO - Epoch [46][2740/3757] lr: 1.000e-03, eta: 4 days, 14:21:42, time: 1.976, data_time: 0.445, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8406, loss_cls: 1.5166, loss: 1.5166, grad_norm: 6.3369 2020-08-02 03:40:13,526 - mmaction - INFO - Epoch [46][2760/3757] lr: 1.000e-03, eta: 4 days, 14:20:48, time: 1.911, data_time: 0.295, memory: 5166, top1_acc: 0.6125, top5_acc: 0.8227, loss_cls: 1.6019, loss: 1.6019, grad_norm: 6.3016 2020-08-02 03:40:50,673 - mmaction - INFO - Epoch [46][2780/3757] lr: 1.000e-03, eta: 4 days, 14:19:34, time: 1.859, data_time: 0.940, memory: 5166, top1_acc: 0.6148, top5_acc: 0.8273, loss_cls: 1.5452, loss: 1.5452, grad_norm: 6.3702 2020-08-02 03:41:28,905 - mmaction - INFO - Epoch [46][2800/3757] lr: 1.000e-03, eta: 4 days, 14:18:37, time: 1.903, data_time: 0.575, memory: 5166, top1_acc: 0.6227, top5_acc: 0.8289, loss_cls: 1.5447, loss: 1.5447, grad_norm: 6.3143 2020-08-02 03:42:08,669 - mmaction - INFO - Epoch [46][2820/3757] lr: 1.000e-03, eta: 4 days, 14:18:16, time: 1.993, data_time: 0.093, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8297, loss_cls: 1.4912, loss: 1.4912, grad_norm: 6.3268 2020-08-02 03:42:47,905 - mmaction - INFO - Epoch [46][2840/3757] lr: 1.000e-03, eta: 4 days, 14:17:43, time: 1.964, data_time: 0.168, memory: 5166, top1_acc: 0.6133, top5_acc: 0.8133, loss_cls: 1.6232, loss: 1.6232, grad_norm: 6.1675 2020-08-02 03:43:23,676 - mmaction - INFO - Epoch [46][2860/3757] lr: 1.000e-03, eta: 4 days, 14:16:02, time: 1.789, data_time: 0.525, memory: 5166, top1_acc: 0.6258, top5_acc: 0.8320, loss_cls: 1.5690, loss: 1.5690, grad_norm: 6.2613 2020-08-02 03:44:03,938 - mmaction - INFO - Epoch [46][2880/3757] lr: 1.000e-03, eta: 4 days, 14:15:49, time: 2.016, data_time: 0.824, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8430, loss_cls: 1.4541, loss: 1.4541, grad_norm: 6.0479 2020-08-02 03:44:43,208 - mmaction - INFO - Epoch [46][2900/3757] lr: 1.000e-03, eta: 4 days, 14:15:15, time: 1.960, data_time: 0.062, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8320, loss_cls: 1.5583, loss: 1.5583, grad_norm: 6.2286 2020-08-02 03:45:23,008 - mmaction - INFO - Epoch [46][2920/3757] lr: 1.000e-03, eta: 4 days, 14:14:52, time: 1.989, data_time: 0.012, memory: 5166, top1_acc: 0.6273, top5_acc: 0.8211, loss_cls: 1.6042, loss: 1.6042, grad_norm: 6.3848 2020-08-02 03:46:02,713 - mmaction - INFO - Epoch [46][2940/3757] lr: 1.000e-03, eta: 4 days, 14:14:29, time: 1.988, data_time: 0.008, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8547, loss_cls: 1.4432, loss: 1.4432, grad_norm: 6.2128 2020-08-02 03:46:42,173 - mmaction - INFO - Epoch [46][2960/3757] lr: 1.000e-03, eta: 4 days, 14:13:59, time: 1.972, data_time: 0.010, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8609, loss_cls: 1.4645, loss: 1.4645, grad_norm: 6.3505 2020-08-02 03:47:18,956 - mmaction - INFO - Epoch [46][2980/3757] lr: 1.000e-03, eta: 4 days, 14:12:38, time: 1.842, data_time: 0.011, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8555, loss_cls: 1.4368, loss: 1.4368, grad_norm: 6.1184 2020-08-02 03:47:58,415 - mmaction - INFO - Epoch [46][3000/3757] lr: 1.000e-03, eta: 4 days, 14:12:09, time: 1.973, data_time: 0.029, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8320, loss_cls: 1.4620, loss: 1.4620, grad_norm: 6.1024 2020-08-02 03:48:35,205 - mmaction - INFO - Epoch [46][3020/3757] lr: 1.000e-03, eta: 4 days, 14:10:46, time: 1.836, data_time: 0.003, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8367, loss_cls: 1.4991, loss: 1.4991, grad_norm: 6.1023 2020-08-02 03:49:14,772 - mmaction - INFO - Epoch [46][3040/3757] lr: 1.000e-03, eta: 4 days, 14:10:18, time: 1.975, data_time: 0.012, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4460, loss: 1.4460, grad_norm: 6.1774 2020-08-02 03:49:54,909 - mmaction - INFO - Epoch [46][3060/3757] lr: 1.000e-03, eta: 4 days, 14:10:04, time: 2.013, data_time: 0.048, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.5186, loss: 1.5186, grad_norm: 6.1934 2020-08-02 03:50:34,271 - mmaction - INFO - Epoch [46][3080/3757] lr: 1.000e-03, eta: 4 days, 14:09:33, time: 1.969, data_time: 0.009, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4787, loss: 1.4787, grad_norm: 6.1404 2020-08-02 03:51:12,473 - mmaction - INFO - Epoch [46][3100/3757] lr: 1.000e-03, eta: 4 days, 14:08:38, time: 1.907, data_time: 0.097, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8445, loss_cls: 1.5225, loss: 1.5225, grad_norm: 6.2193 2020-08-02 03:51:52,826 - mmaction - INFO - Epoch [46][3120/3757] lr: 1.000e-03, eta: 4 days, 14:08:27, time: 2.020, data_time: 0.035, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8422, loss_cls: 1.4989, loss: 1.4989, grad_norm: 6.1869 2020-08-02 03:52:29,913 - mmaction - INFO - Epoch [46][3140/3757] lr: 1.000e-03, eta: 4 days, 14:07:09, time: 1.847, data_time: 0.009, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8367, loss_cls: 1.4554, loss: 1.4554, grad_norm: 5.9785 2020-08-02 03:53:06,588 - mmaction - INFO - Epoch [46][3160/3757] lr: 1.000e-03, eta: 4 days, 14:05:49, time: 1.839, data_time: 0.010, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8383, loss_cls: 1.5325, loss: 1.5325, grad_norm: 6.2510 2020-08-02 03:53:45,814 - mmaction - INFO - Epoch [46][3180/3757] lr: 1.000e-03, eta: 4 days, 14:05:12, time: 1.954, data_time: 0.005, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5352, loss: 1.5352, grad_norm: 6.2840 2020-08-02 03:54:25,912 - mmaction - INFO - Epoch [46][3200/3757] lr: 1.000e-03, eta: 4 days, 14:04:57, time: 2.012, data_time: 0.012, memory: 5166, top1_acc: 0.6133, top5_acc: 0.8328, loss_cls: 1.5919, loss: 1.5919, grad_norm: 6.5058 2020-08-02 03:54:59,849 - mmaction - INFO - Epoch [46][3220/3757] lr: 1.000e-03, eta: 4 days, 14:02:44, time: 1.699, data_time: 0.011, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8477, loss_cls: 1.5033, loss: 1.5033, grad_norm: 6.2663 2020-08-02 03:55:41,846 - mmaction - INFO - Epoch [46][3240/3757] lr: 1.000e-03, eta: 4 days, 14:03:03, time: 2.100, data_time: 0.013, memory: 5166, top1_acc: 0.6273, top5_acc: 0.8406, loss_cls: 1.5419, loss: 1.5419, grad_norm: 6.2292 2020-08-02 03:56:20,201 - mmaction - INFO - Epoch [46][3260/3757] lr: 1.000e-03, eta: 4 days, 14:02:12, time: 1.916, data_time: 0.003, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8359, loss_cls: 1.5328, loss: 1.5328, grad_norm: 6.1857 2020-08-02 03:56:58,728 - mmaction - INFO - Epoch [46][3280/3757] lr: 1.000e-03, eta: 4 days, 14:01:25, time: 1.926, data_time: 0.009, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8391, loss_cls: 1.4476, loss: 1.4476, grad_norm: 5.9905 2020-08-02 03:57:37,062 - mmaction - INFO - Epoch [46][3300/3757] lr: 1.000e-03, eta: 4 days, 14:00:32, time: 1.911, data_time: 0.023, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8234, loss_cls: 1.5491, loss: 1.5491, grad_norm: 6.2476 2020-08-02 03:58:18,440 - mmaction - INFO - Epoch [46][3320/3757] lr: 1.000e-03, eta: 4 days, 14:00:40, time: 2.074, data_time: 0.012, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8359, loss_cls: 1.5448, loss: 1.5448, grad_norm: 6.1576 2020-08-02 03:58:57,580 - mmaction - INFO - Epoch [46][3340/3757] lr: 1.000e-03, eta: 4 days, 14:00:05, time: 1.958, data_time: 0.158, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8414, loss_cls: 1.4841, loss: 1.4841, grad_norm: 6.2878 2020-08-02 03:59:38,292 - mmaction - INFO - Epoch [46][3360/3757] lr: 1.000e-03, eta: 4 days, 13:59:59, time: 2.036, data_time: 0.009, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8391, loss_cls: 1.4843, loss: 1.4843, grad_norm: 6.3451 2020-08-02 04:00:14,219 - mmaction - INFO - Epoch [46][3380/3757] lr: 1.000e-03, eta: 4 days, 13:58:19, time: 1.784, data_time: 0.005, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8211, loss_cls: 1.5570, loss: 1.5570, grad_norm: 6.1080 2020-08-02 04:00:53,916 - mmaction - INFO - Epoch [46][3400/3757] lr: 1.000e-03, eta: 4 days, 13:57:58, time: 1.997, data_time: 0.086, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5423, loss: 1.5423, grad_norm: 6.4311 2020-08-02 04:01:33,460 - mmaction - INFO - Epoch [46][3420/3757] lr: 1.000e-03, eta: 4 days, 13:57:30, time: 1.976, data_time: 0.009, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8477, loss_cls: 1.4947, loss: 1.4947, grad_norm: 6.3816 2020-08-02 04:02:12,193 - mmaction - INFO - Epoch [46][3440/3757] lr: 1.000e-03, eta: 4 days, 13:56:47, time: 1.939, data_time: 0.007, memory: 5166, top1_acc: 0.6125, top5_acc: 0.8430, loss_cls: 1.5542, loss: 1.5542, grad_norm: 6.5301 2020-08-02 04:02:55,624 - mmaction - INFO - Epoch [46][3460/3757] lr: 1.000e-03, eta: 4 days, 13:57:28, time: 2.164, data_time: 0.003, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8469, loss_cls: 1.4928, loss: 1.4928, grad_norm: 6.2564 2020-08-02 04:03:33,441 - mmaction - INFO - Epoch [46][3480/3757] lr: 1.000e-03, eta: 4 days, 13:56:30, time: 1.897, data_time: 0.022, memory: 5166, top1_acc: 0.6070, top5_acc: 0.8438, loss_cls: 1.5207, loss: 1.5207, grad_norm: 6.4125 2020-08-02 04:04:09,178 - mmaction - INFO - Epoch [46][3500/3757] lr: 1.000e-03, eta: 4 days, 13:54:52, time: 1.788, data_time: 0.095, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.4841, loss: 1.4841, grad_norm: 6.1377 2020-08-02 04:04:49,453 - mmaction - INFO - Epoch [46][3520/3757] lr: 1.000e-03, eta: 4 days, 13:54:37, time: 2.011, data_time: 0.041, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.4970, loss: 1.4970, grad_norm: 6.3385 2020-08-02 04:05:27,478 - mmaction - INFO - Epoch [46][3540/3757] lr: 1.000e-03, eta: 4 days, 13:53:39, time: 1.897, data_time: 0.009, memory: 5166, top1_acc: 0.6258, top5_acc: 0.8344, loss_cls: 1.5705, loss: 1.5705, grad_norm: 6.2749 2020-08-02 04:06:06,788 - mmaction - INFO - Epoch [46][3560/3757] lr: 1.000e-03, eta: 4 days, 13:53:09, time: 1.973, data_time: 0.011, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8500, loss_cls: 1.4480, loss: 1.4480, grad_norm: 6.1909 2020-08-02 04:06:47,213 - mmaction - INFO - Epoch [46][3580/3757] lr: 1.000e-03, eta: 4 days, 13:52:55, time: 2.017, data_time: 0.008, memory: 5166, top1_acc: 0.6273, top5_acc: 0.8281, loss_cls: 1.5893, loss: 1.5893, grad_norm: 6.3856 2020-08-02 04:07:24,046 - mmaction - INFO - Epoch [46][3600/3757] lr: 1.000e-03, eta: 4 days, 13:51:38, time: 1.844, data_time: 0.009, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8359, loss_cls: 1.4893, loss: 1.4893, grad_norm: 6.1524 2020-08-02 04:08:06,534 - mmaction - INFO - Epoch [46][3620/3757] lr: 1.000e-03, eta: 4 days, 13:52:03, time: 2.123, data_time: 0.294, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8469, loss_cls: 1.5003, loss: 1.5003, grad_norm: 6.3434 2020-08-02 04:08:42,180 - mmaction - INFO - Epoch [46][3640/3757] lr: 1.000e-03, eta: 4 days, 13:50:25, time: 1.785, data_time: 0.140, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8297, loss_cls: 1.5640, loss: 1.5640, grad_norm: 6.3489 2020-08-02 04:09:23,969 - mmaction - INFO - Epoch [46][3660/3757] lr: 1.000e-03, eta: 4 days, 13:50:38, time: 2.090, data_time: 0.444, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8156, loss_cls: 1.5330, loss: 1.5330, grad_norm: 6.1430 2020-08-02 04:10:03,410 - mmaction - INFO - Epoch [46][3680/3757] lr: 1.000e-03, eta: 4 days, 13:50:07, time: 1.971, data_time: 0.007, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8484, loss_cls: 1.4350, loss: 1.4350, grad_norm: 6.2007 2020-08-02 04:10:41,616 - mmaction - INFO - Epoch [46][3700/3757] lr: 1.000e-03, eta: 4 days, 13:49:14, time: 1.911, data_time: 0.003, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.5098, loss: 1.5098, grad_norm: 6.2342 2020-08-02 04:11:21,591 - mmaction - INFO - Epoch [46][3720/3757] lr: 1.000e-03, eta: 4 days, 13:48:51, time: 1.991, data_time: 0.011, memory: 5166, top1_acc: 0.6109, top5_acc: 0.8195, loss_cls: 1.5970, loss: 1.5970, grad_norm: 6.3380 2020-08-02 04:11:58,997 - mmaction - INFO - Epoch [46][3740/3757] lr: 1.000e-03, eta: 4 days, 13:47:47, time: 1.878, data_time: 0.010, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8227, loss_cls: 1.5435, loss: 1.5435, grad_norm: 6.2371 2020-08-02 04:12:25,872 - mmaction - INFO - Saving checkpoint at 46 epochs 2020-08-02 04:13:26,413 - mmaction - INFO - Epoch [47][20/3757] lr: 1.000e-03, eta: 4 days, 13:42:56, time: 2.996, data_time: 2.143, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8375, loss_cls: 1.4849, loss: 1.4849, grad_norm: 6.1655 2020-08-02 04:14:06,086 - mmaction - INFO - Epoch [47][40/3757] lr: 1.000e-03, eta: 4 days, 13:42:30, time: 1.984, data_time: 1.405, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8492, loss_cls: 1.4523, loss: 1.4523, grad_norm: 6.0753 2020-08-02 04:14:45,305 - mmaction - INFO - Epoch [47][60/3757] lr: 1.000e-03, eta: 4 days, 13:41:54, time: 1.953, data_time: 1.363, memory: 5166, top1_acc: 0.6250, top5_acc: 0.8227, loss_cls: 1.5760, loss: 1.5760, grad_norm: 6.3617 2020-08-02 04:15:22,440 - mmaction - INFO - Epoch [47][80/3757] lr: 1.000e-03, eta: 4 days, 13:40:42, time: 1.855, data_time: 1.272, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8352, loss_cls: 1.5276, loss: 1.5276, grad_norm: 6.2936 2020-08-02 04:16:00,250 - mmaction - INFO - Epoch [47][100/3757] lr: 1.000e-03, eta: 4 days, 13:39:46, time: 1.899, data_time: 1.078, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8445, loss_cls: 1.4775, loss: 1.4775, grad_norm: 6.2983 2020-08-02 04:16:41,315 - mmaction - INFO - Epoch [47][120/3757] lr: 1.000e-03, eta: 4 days, 13:39:42, time: 2.046, data_time: 1.131, memory: 5166, top1_acc: 0.6172, top5_acc: 0.8289, loss_cls: 1.6060, loss: 1.6060, grad_norm: 6.1963 2020-08-02 04:17:21,291 - mmaction - INFO - Epoch [47][140/3757] lr: 1.000e-03, eta: 4 days, 13:39:24, time: 2.005, data_time: 1.404, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8422, loss_cls: 1.4897, loss: 1.4897, grad_norm: 6.2534 2020-08-02 04:17:59,440 - mmaction - INFO - Epoch [47][160/3757] lr: 1.000e-03, eta: 4 days, 13:38:29, time: 1.902, data_time: 0.780, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.4733, loss: 1.4733, grad_norm: 6.0893 2020-08-02 04:18:36,780 - mmaction - INFO - Epoch [47][180/3757] lr: 1.000e-03, eta: 4 days, 13:37:24, time: 1.873, data_time: 0.717, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8391, loss_cls: 1.5151, loss: 1.5151, grad_norm: 6.4548 2020-08-02 04:19:15,665 - mmaction - INFO - Epoch [47][200/3757] lr: 1.000e-03, eta: 4 days, 13:36:44, time: 1.945, data_time: 0.361, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8430, loss_cls: 1.4331, loss: 1.4331, grad_norm: 6.0039 2020-08-02 04:19:55,384 - mmaction - INFO - Epoch [47][220/3757] lr: 1.000e-03, eta: 4 days, 13:36:18, time: 1.983, data_time: 0.500, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8211, loss_cls: 1.5482, loss: 1.5482, grad_norm: 6.3155 2020-08-02 04:20:32,454 - mmaction - INFO - Epoch [47][240/3757] lr: 1.000e-03, eta: 4 days, 13:35:05, time: 1.852, data_time: 0.900, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8445, loss_cls: 1.4964, loss: 1.4964, grad_norm: 6.3650 2020-08-02 04:21:07,871 - mmaction - INFO - Epoch [47][260/3757] lr: 1.000e-03, eta: 4 days, 13:33:26, time: 1.776, data_time: 0.311, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8688, loss_cls: 1.4082, loss: 1.4082, grad_norm: 6.0589 2020-08-02 04:21:50,031 - mmaction - INFO - Epoch [47][280/3757] lr: 1.000e-03, eta: 4 days, 13:33:42, time: 2.102, data_time: 0.013, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8281, loss_cls: 1.5971, loss: 1.5971, grad_norm: 6.3041 2020-08-02 04:22:26,730 - mmaction - INFO - Epoch [47][300/3757] lr: 1.000e-03, eta: 4 days, 13:32:26, time: 1.840, data_time: 0.009, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8328, loss_cls: 1.5616, loss: 1.5616, grad_norm: 6.4767 2020-08-02 04:23:08,058 - mmaction - INFO - Epoch [47][320/3757] lr: 1.000e-03, eta: 4 days, 13:32:28, time: 2.066, data_time: 0.009, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8320, loss_cls: 1.4977, loss: 1.4977, grad_norm: 6.2720 2020-08-02 04:23:47,666 - mmaction - INFO - Epoch [47][340/3757] lr: 1.000e-03, eta: 4 days, 13:31:59, time: 1.976, data_time: 0.004, memory: 5166, top1_acc: 0.6258, top5_acc: 0.8445, loss_cls: 1.5244, loss: 1.5244, grad_norm: 6.4300 2020-08-02 04:24:26,672 - mmaction - INFO - Epoch [47][360/3757] lr: 1.000e-03, eta: 4 days, 13:31:24, time: 1.956, data_time: 0.014, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8523, loss_cls: 1.4661, loss: 1.4661, grad_norm: 6.1807 2020-08-02 04:25:05,591 - mmaction - INFO - Epoch [47][380/3757] lr: 1.000e-03, eta: 4 days, 13:30:44, time: 1.946, data_time: 0.207, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8438, loss_cls: 1.4896, loss: 1.4896, grad_norm: 6.1383 2020-08-02 04:25:45,696 - mmaction - INFO - Epoch [47][400/3757] lr: 1.000e-03, eta: 4 days, 13:30:26, time: 2.005, data_time: 0.285, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8508, loss_cls: 1.4860, loss: 1.4860, grad_norm: 6.1072 2020-08-02 04:26:26,924 - mmaction - INFO - Epoch [47][420/3757] lr: 1.000e-03, eta: 4 days, 13:30:26, time: 2.062, data_time: 0.511, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.5249, loss: 1.5249, grad_norm: 6.4430 2020-08-02 04:27:02,099 - mmaction - INFO - Epoch [47][440/3757] lr: 1.000e-03, eta: 4 days, 13:28:40, time: 1.752, data_time: 0.472, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8336, loss_cls: 1.5633, loss: 1.5633, grad_norm: 6.2486 2020-08-02 04:27:43,796 - mmaction - INFO - Epoch [47][460/3757] lr: 1.000e-03, eta: 4 days, 13:28:50, time: 2.090, data_time: 0.010, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4526, loss: 1.4526, grad_norm: 6.1067 2020-08-02 04:28:23,241 - mmaction - INFO - Epoch [47][480/3757] lr: 1.000e-03, eta: 4 days, 13:28:20, time: 1.971, data_time: 0.010, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8516, loss_cls: 1.4552, loss: 1.4552, grad_norm: 6.1379 2020-08-02 04:28:56,989 - mmaction - INFO - Epoch [47][500/3757] lr: 1.000e-03, eta: 4 days, 13:26:12, time: 1.690, data_time: 0.013, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8313, loss_cls: 1.5275, loss: 1.5275, grad_norm: 6.1639 2020-08-02 04:29:36,924 - mmaction - INFO - Epoch [47][520/3757] lr: 1.000e-03, eta: 4 days, 13:25:51, time: 1.998, data_time: 0.008, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8273, loss_cls: 1.5490, loss: 1.5490, grad_norm: 6.2787 2020-08-02 04:30:17,640 - mmaction - INFO - Epoch [47][540/3757] lr: 1.000e-03, eta: 4 days, 13:25:41, time: 2.032, data_time: 0.091, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.5100, loss: 1.5100, grad_norm: 6.3474 2020-08-02 04:30:55,471 - mmaction - INFO - Epoch [47][560/3757] lr: 1.000e-03, eta: 4 days, 13:24:44, time: 1.894, data_time: 0.782, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8586, loss_cls: 1.4213, loss: 1.4213, grad_norm: 6.1514 2020-08-02 04:31:37,142 - mmaction - INFO - Epoch [47][580/3757] lr: 1.000e-03, eta: 4 days, 13:24:50, time: 2.078, data_time: 0.846, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8438, loss_cls: 1.4827, loss: 1.4827, grad_norm: 6.3023 2020-08-02 04:32:15,967 - mmaction - INFO - Epoch [47][600/3757] lr: 1.000e-03, eta: 4 days, 13:24:10, time: 1.946, data_time: 0.215, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8453, loss_cls: 1.5553, loss: 1.5553, grad_norm: 6.4765 2020-08-02 04:32:53,767 - mmaction - INFO - Epoch [47][620/3757] lr: 1.000e-03, eta: 4 days, 13:23:12, time: 1.889, data_time: 0.073, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8469, loss_cls: 1.4801, loss: 1.4801, grad_norm: 6.4014 2020-08-02 04:33:30,430 - mmaction - INFO - Epoch [47][640/3757] lr: 1.000e-03, eta: 4 days, 13:21:55, time: 1.837, data_time: 0.009, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4644, loss: 1.4644, grad_norm: 6.2456 2020-08-02 04:34:09,135 - mmaction - INFO - Epoch [47][660/3757] lr: 1.000e-03, eta: 4 days, 13:21:12, time: 1.935, data_time: 0.335, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4619, loss: 1.4619, grad_norm: 6.1980 2020-08-02 04:34:49,404 - mmaction - INFO - Epoch [47][680/3757] lr: 1.000e-03, eta: 4 days, 13:20:56, time: 2.012, data_time: 1.004, memory: 5166, top1_acc: 0.6234, top5_acc: 0.8281, loss_cls: 1.5223, loss: 1.5223, grad_norm: 6.4210 2020-08-02 04:35:25,937 - mmaction - INFO - Epoch [47][700/3757] lr: 1.000e-03, eta: 4 days, 13:19:35, time: 1.823, data_time: 0.873, memory: 5166, top1_acc: 0.6172, top5_acc: 0.8234, loss_cls: 1.5496, loss: 1.5496, grad_norm: 6.4477 2020-08-02 04:36:04,895 - mmaction - INFO - Epoch [47][720/3757] lr: 1.000e-03, eta: 4 days, 13:18:57, time: 1.951, data_time: 0.512, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8281, loss_cls: 1.5047, loss: 1.5047, grad_norm: 6.1627 2020-08-02 04:36:45,094 - mmaction - INFO - Epoch [47][740/3757] lr: 1.000e-03, eta: 4 days, 13:18:38, time: 2.004, data_time: 0.768, memory: 5166, top1_acc: 0.6227, top5_acc: 0.8273, loss_cls: 1.5807, loss: 1.5807, grad_norm: 6.5647 2020-08-02 04:37:24,533 - mmaction - INFO - Epoch [47][760/3757] lr: 1.000e-03, eta: 4 days, 13:18:10, time: 1.979, data_time: 0.270, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8305, loss_cls: 1.5239, loss: 1.5239, grad_norm: 6.2912 2020-08-02 04:38:04,838 - mmaction - INFO - Epoch [47][780/3757] lr: 1.000e-03, eta: 4 days, 13:17:52, time: 2.009, data_time: 0.744, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.4523, loss: 1.4523, grad_norm: 6.1129 2020-08-02 04:38:43,382 - mmaction - INFO - Epoch [47][800/3757] lr: 1.000e-03, eta: 4 days, 13:17:08, time: 1.933, data_time: 1.368, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8477, loss_cls: 1.4424, loss: 1.4424, grad_norm: 6.0978 2020-08-02 04:39:20,638 - mmaction - INFO - Epoch [47][820/3757] lr: 1.000e-03, eta: 4 days, 13:15:58, time: 1.855, data_time: 1.274, memory: 5166, top1_acc: 0.6273, top5_acc: 0.8531, loss_cls: 1.4640, loss: 1.4640, grad_norm: 6.2441 2020-08-02 04:40:00,626 - mmaction - INFO - Epoch [47][840/3757] lr: 1.000e-03, eta: 4 days, 13:15:40, time: 2.007, data_time: 0.840, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8359, loss_cls: 1.5063, loss: 1.5063, grad_norm: 6.2148 2020-08-02 04:40:37,415 - mmaction - INFO - Epoch [47][860/3757] lr: 1.000e-03, eta: 4 days, 13:14:24, time: 1.836, data_time: 1.194, memory: 5166, top1_acc: 0.6102, top5_acc: 0.8281, loss_cls: 1.6012, loss: 1.6012, grad_norm: 6.5195 2020-08-02 04:41:15,834 - mmaction - INFO - Epoch [47][880/3757] lr: 1.000e-03, eta: 4 days, 13:13:36, time: 1.921, data_time: 1.018, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.5206, loss: 1.5206, grad_norm: 6.3301 2020-08-02 04:41:55,885 - mmaction - INFO - Epoch [47][900/3757] lr: 1.000e-03, eta: 4 days, 13:13:16, time: 2.004, data_time: 1.135, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8461, loss_cls: 1.4403, loss: 1.4403, grad_norm: 6.2245 2020-08-02 04:42:34,263 - mmaction - INFO - Epoch [47][920/3757] lr: 1.000e-03, eta: 4 days, 13:12:29, time: 1.920, data_time: 0.941, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8664, loss_cls: 1.3680, loss: 1.3680, grad_norm: 6.1703 2020-08-02 04:43:14,181 - mmaction - INFO - Epoch [47][940/3757] lr: 1.000e-03, eta: 4 days, 13:12:06, time: 1.997, data_time: 0.452, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8273, loss_cls: 1.5208, loss: 1.5208, grad_norm: 6.3914 2020-08-02 04:43:55,719 - mmaction - INFO - Epoch [47][960/3757] lr: 1.000e-03, eta: 4 days, 13:12:08, time: 2.069, data_time: 0.213, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8344, loss_cls: 1.5375, loss: 1.5375, grad_norm: 6.3983 2020-08-02 04:44:34,475 - mmaction - INFO - Epoch [47][980/3757] lr: 1.000e-03, eta: 4 days, 13:11:28, time: 1.945, data_time: 0.341, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8398, loss_cls: 1.4995, loss: 1.4995, grad_norm: 6.3882 2020-08-02 04:45:11,128 - mmaction - INFO - Epoch [47][1000/3757] lr: 1.000e-03, eta: 4 days, 13:10:11, time: 1.831, data_time: 0.800, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8508, loss_cls: 1.5144, loss: 1.5144, grad_norm: 6.3560 2020-08-02 04:45:49,856 - mmaction - INFO - Epoch [47][1020/3757] lr: 1.000e-03, eta: 4 days, 13:09:29, time: 1.940, data_time: 1.123, memory: 5166, top1_acc: 0.6188, top5_acc: 0.8320, loss_cls: 1.5551, loss: 1.5551, grad_norm: 6.5526 2020-08-02 04:46:30,554 - mmaction - INFO - Epoch [47][1040/3757] lr: 1.000e-03, eta: 4 days, 13:09:19, time: 2.033, data_time: 1.400, memory: 5166, top1_acc: 0.6258, top5_acc: 0.8359, loss_cls: 1.5409, loss: 1.5409, grad_norm: 6.2046 2020-08-02 04:47:08,916 - mmaction - INFO - Epoch [47][1060/3757] lr: 1.000e-03, eta: 4 days, 13:08:31, time: 1.920, data_time: 1.302, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8352, loss_cls: 1.5083, loss: 1.5083, grad_norm: 6.1893 2020-08-02 04:47:51,402 - mmaction - INFO - Epoch [47][1080/3757] lr: 1.000e-03, eta: 4 days, 13:08:48, time: 2.117, data_time: 0.815, memory: 5166, top1_acc: 0.6219, top5_acc: 0.8328, loss_cls: 1.5312, loss: 1.5312, grad_norm: 6.4474 2020-08-02 04:48:30,417 - mmaction - INFO - Epoch [47][1100/3757] lr: 1.000e-03, eta: 4 days, 13:08:11, time: 1.955, data_time: 0.501, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8453, loss_cls: 1.5157, loss: 1.5157, grad_norm: 6.4179 2020-08-02 04:49:08,307 - mmaction - INFO - Epoch [47][1120/3757] lr: 1.000e-03, eta: 4 days, 13:07:13, time: 1.889, data_time: 1.035, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8180, loss_cls: 1.5300, loss: 1.5300, grad_norm: 6.3815 2020-08-02 04:49:48,022 - mmaction - INFO - Epoch [47][1140/3757] lr: 1.000e-03, eta: 4 days, 13:06:50, time: 1.995, data_time: 0.808, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8477, loss_cls: 1.4897, loss: 1.4897, grad_norm: 6.4086 2020-08-02 04:50:25,937 - mmaction - INFO - Epoch [47][1160/3757] lr: 1.000e-03, eta: 4 days, 13:05:54, time: 1.894, data_time: 0.908, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.4360, loss: 1.4360, grad_norm: 6.2970 2020-08-02 04:51:01,182 - mmaction - INFO - Epoch [47][1180/3757] lr: 1.000e-03, eta: 4 days, 13:04:16, time: 1.764, data_time: 0.004, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8656, loss_cls: 1.4190, loss: 1.4190, grad_norm: 6.3425 2020-08-02 04:51:42,433 - mmaction - INFO - Epoch [47][1200/3757] lr: 1.000e-03, eta: 4 days, 13:04:14, time: 2.062, data_time: 0.016, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8516, loss_cls: 1.3880, loss: 1.3880, grad_norm: 6.2635 2020-08-02 04:52:21,740 - mmaction - INFO - Epoch [47][1220/3757] lr: 1.000e-03, eta: 4 days, 13:03:38, time: 1.958, data_time: 0.005, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8414, loss_cls: 1.4482, loss: 1.4482, grad_norm: 6.1413 2020-08-02 04:53:00,055 - mmaction - INFO - Epoch [47][1240/3757] lr: 1.000e-03, eta: 4 days, 13:02:51, time: 1.922, data_time: 0.312, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8375, loss_cls: 1.4762, loss: 1.4762, grad_norm: 6.0450 2020-08-02 04:53:41,070 - mmaction - INFO - Epoch [47][1260/3757] lr: 1.000e-03, eta: 4 days, 13:02:44, time: 2.045, data_time: 0.813, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8469, loss_cls: 1.5081, loss: 1.5081, grad_norm: 6.2236 2020-08-02 04:54:17,587 - mmaction - INFO - Epoch [47][1280/3757] lr: 1.000e-03, eta: 4 days, 13:01:27, time: 1.829, data_time: 0.537, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8367, loss_cls: 1.5356, loss: 1.5356, grad_norm: 6.4550 2020-08-02 04:54:55,677 - mmaction - INFO - Epoch [47][1300/3757] lr: 1.000e-03, eta: 4 days, 13:00:34, time: 1.902, data_time: 0.135, memory: 5166, top1_acc: 0.6227, top5_acc: 0.8383, loss_cls: 1.5207, loss: 1.5207, grad_norm: 6.4869 2020-08-02 04:55:34,711 - mmaction - INFO - Epoch [47][1320/3757] lr: 1.000e-03, eta: 4 days, 12:59:58, time: 1.957, data_time: 0.009, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3855, loss: 1.3855, grad_norm: 6.0465 2020-08-02 04:56:16,159 - mmaction - INFO - Epoch [47][1340/3757] lr: 1.000e-03, eta: 4 days, 12:59:57, time: 2.065, data_time: 0.010, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8422, loss_cls: 1.4710, loss: 1.4710, grad_norm: 6.2564 2020-08-02 04:56:54,307 - mmaction - INFO - Epoch [47][1360/3757] lr: 1.000e-03, eta: 4 days, 12:59:08, time: 1.914, data_time: 0.010, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8367, loss_cls: 1.4809, loss: 1.4809, grad_norm: 6.2244 2020-08-02 04:57:33,645 - mmaction - INFO - Epoch [47][1380/3757] lr: 1.000e-03, eta: 4 days, 12:58:33, time: 1.962, data_time: 0.010, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.5189, loss: 1.5189, grad_norm: 6.2081 2020-08-02 04:58:11,874 - mmaction - INFO - Epoch [47][1400/3757] lr: 1.000e-03, eta: 4 days, 12:57:45, time: 1.918, data_time: 0.010, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8297, loss_cls: 1.5935, loss: 1.5935, grad_norm: 6.5303 2020-08-02 04:58:49,952 - mmaction - INFO - Epoch [47][1420/3757] lr: 1.000e-03, eta: 4 days, 12:56:51, time: 1.897, data_time: 0.036, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8109, loss_cls: 1.6139, loss: 1.6139, grad_norm: 6.4126 2020-08-02 04:59:29,415 - mmaction - INFO - Epoch [47][1440/3757] lr: 1.000e-03, eta: 4 days, 12:56:22, time: 1.980, data_time: 0.623, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8219, loss_cls: 1.5868, loss: 1.5868, grad_norm: 6.3426 2020-08-02 05:00:09,938 - mmaction - INFO - Epoch [47][1460/3757] lr: 1.000e-03, eta: 4 days, 12:56:05, time: 2.015, data_time: 0.320, memory: 5166, top1_acc: 0.6219, top5_acc: 0.8414, loss_cls: 1.4996, loss: 1.4996, grad_norm: 6.3180 2020-08-02 05:00:48,312 - mmaction - INFO - Epoch [47][1480/3757] lr: 1.000e-03, eta: 4 days, 12:55:20, time: 1.930, data_time: 0.026, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8344, loss_cls: 1.4909, loss: 1.4909, grad_norm: 6.2605 2020-08-02 05:01:27,976 - mmaction - INFO - Epoch [47][1500/3757] lr: 1.000e-03, eta: 4 days, 12:54:53, time: 1.984, data_time: 0.008, memory: 5166, top1_acc: 0.6195, top5_acc: 0.8297, loss_cls: 1.5598, loss: 1.5598, grad_norm: 6.3105 2020-08-02 05:02:08,792 - mmaction - INFO - Epoch [47][1520/3757] lr: 1.000e-03, eta: 4 days, 12:54:43, time: 2.040, data_time: 0.003, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8359, loss_cls: 1.5557, loss: 1.5557, grad_norm: 6.5210 2020-08-02 05:02:45,821 - mmaction - INFO - Epoch [47][1540/3757] lr: 1.000e-03, eta: 4 days, 12:53:34, time: 1.853, data_time: 0.013, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8414, loss_cls: 1.4977, loss: 1.4977, grad_norm: 6.3101 2020-08-02 05:03:27,852 - mmaction - INFO - Epoch [47][1560/3757] lr: 1.000e-03, eta: 4 days, 12:53:43, time: 2.099, data_time: 0.002, memory: 5166, top1_acc: 0.6219, top5_acc: 0.8391, loss_cls: 1.5250, loss: 1.5250, grad_norm: 6.4213 2020-08-02 05:04:02,769 - mmaction - INFO - Epoch [47][1580/3757] lr: 1.000e-03, eta: 4 days, 12:52:02, time: 1.747, data_time: 0.004, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8281, loss_cls: 1.5578, loss: 1.5578, grad_norm: 6.3870 2020-08-02 05:04:43,208 - mmaction - INFO - Epoch [47][1600/3757] lr: 1.000e-03, eta: 4 days, 12:51:46, time: 2.023, data_time: 0.059, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8414, loss_cls: 1.5021, loss: 1.5021, grad_norm: 6.4378 2020-08-02 05:05:22,533 - mmaction - INFO - Epoch [47][1620/3757] lr: 1.000e-03, eta: 4 days, 12:51:11, time: 1.958, data_time: 0.341, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4524, loss: 1.4524, grad_norm: 6.1593 2020-08-02 05:06:02,275 - mmaction - INFO - Epoch [47][1640/3757] lr: 1.000e-03, eta: 4 days, 12:50:47, time: 1.994, data_time: 0.496, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8383, loss_cls: 1.5115, loss: 1.5115, grad_norm: 6.1930 2020-08-02 05:06:37,217 - mmaction - INFO - Epoch [47][1660/3757] lr: 1.000e-03, eta: 4 days, 12:49:03, time: 1.740, data_time: 0.302, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8391, loss_cls: 1.4990, loss: 1.4990, grad_norm: 6.1672 2020-08-02 05:07:17,661 - mmaction - INFO - Epoch [47][1680/3757] lr: 1.000e-03, eta: 4 days, 12:48:50, time: 2.028, data_time: 0.018, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8281, loss_cls: 1.5372, loss: 1.5372, grad_norm: 6.4347 2020-08-02 05:07:56,308 - mmaction - INFO - Epoch [47][1700/3757] lr: 1.000e-03, eta: 4 days, 12:48:05, time: 1.928, data_time: 0.010, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8336, loss_cls: 1.5044, loss: 1.5044, grad_norm: 6.4537 2020-08-02 05:08:34,589 - mmaction - INFO - Epoch [47][1720/3757] lr: 1.000e-03, eta: 4 days, 12:47:17, time: 1.918, data_time: 0.009, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8461, loss_cls: 1.4765, loss: 1.4765, grad_norm: 6.2275 2020-08-02 05:09:16,878 - mmaction - INFO - Epoch [47][1740/3757] lr: 1.000e-03, eta: 4 days, 12:47:30, time: 2.117, data_time: 0.009, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4711, loss: 1.4711, grad_norm: 6.2643 2020-08-02 05:09:56,200 - mmaction - INFO - Epoch [47][1760/3757] lr: 1.000e-03, eta: 4 days, 12:46:57, time: 1.965, data_time: 0.003, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8305, loss_cls: 1.5064, loss: 1.5064, grad_norm: 6.2487 2020-08-02 05:10:34,470 - mmaction - INFO - Epoch [47][1780/3757] lr: 1.000e-03, eta: 4 days, 12:46:05, time: 1.906, data_time: 0.009, memory: 5166, top1_acc: 0.6148, top5_acc: 0.8297, loss_cls: 1.6013, loss: 1.6013, grad_norm: 6.5400 2020-08-02 05:11:15,529 - mmaction - INFO - Epoch [47][1800/3757] lr: 1.000e-03, eta: 4 days, 12:46:01, time: 2.060, data_time: 0.012, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8320, loss_cls: 1.5088, loss: 1.5088, grad_norm: 6.1795 2020-08-02 05:11:52,418 - mmaction - INFO - Epoch [47][1820/3757] lr: 1.000e-03, eta: 4 days, 12:44:49, time: 1.838, data_time: 0.009, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4724, loss: 1.4724, grad_norm: 6.2920 2020-08-02 05:12:31,601 - mmaction - INFO - Epoch [47][1840/3757] lr: 1.000e-03, eta: 4 days, 12:44:15, time: 1.963, data_time: 0.010, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8320, loss_cls: 1.4974, loss: 1.4974, grad_norm: 6.0944 2020-08-02 05:13:07,383 - mmaction - INFO - Epoch [47][1860/3757] lr: 1.000e-03, eta: 4 days, 12:42:49, time: 1.793, data_time: 0.011, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8328, loss_cls: 1.5087, loss: 1.5087, grad_norm: 6.4211 2020-08-02 05:13:50,652 - mmaction - INFO - Epoch [47][1880/3757] lr: 1.000e-03, eta: 4 days, 12:43:14, time: 2.157, data_time: 0.009, memory: 5166, top1_acc: 0.6258, top5_acc: 0.8562, loss_cls: 1.5000, loss: 1.5000, grad_norm: 6.3733 2020-08-02 05:14:28,262 - mmaction - INFO - Epoch [47][1900/3757] lr: 1.000e-03, eta: 4 days, 12:42:15, time: 1.883, data_time: 0.120, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4721, loss: 1.4721, grad_norm: 6.2065 2020-08-02 05:15:07,740 - mmaction - INFO - Epoch [47][1920/3757] lr: 1.000e-03, eta: 4 days, 12:41:45, time: 1.976, data_time: 0.377, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4407, loss: 1.4407, grad_norm: 6.3038 2020-08-02 05:15:47,500 - mmaction - INFO - Epoch [47][1940/3757] lr: 1.000e-03, eta: 4 days, 12:41:18, time: 1.986, data_time: 0.014, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8289, loss_cls: 1.5054, loss: 1.5054, grad_norm: 6.2546 2020-08-02 05:16:26,032 - mmaction - INFO - Epoch [47][1960/3757] lr: 1.000e-03, eta: 4 days, 12:40:33, time: 1.927, data_time: 0.011, memory: 5166, top1_acc: 0.6102, top5_acc: 0.8102, loss_cls: 1.6740, loss: 1.6740, grad_norm: 6.4031 2020-08-02 05:17:02,836 - mmaction - INFO - Epoch [47][1980/3757] lr: 1.000e-03, eta: 4 days, 12:39:22, time: 1.842, data_time: 0.006, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8336, loss_cls: 1.4990, loss: 1.4990, grad_norm: 6.3646 2020-08-02 05:17:40,639 - mmaction - INFO - Epoch [47][2000/3757] lr: 1.000e-03, eta: 4 days, 12:38:24, time: 1.884, data_time: 0.190, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4502, loss: 1.4502, grad_norm: 6.2381 2020-08-02 05:18:23,153 - mmaction - INFO - Epoch [47][2020/3757] lr: 1.000e-03, eta: 4 days, 12:38:41, time: 2.133, data_time: 0.900, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8594, loss_cls: 1.4237, loss: 1.4237, grad_norm: 6.1217 2020-08-02 05:19:01,457 - mmaction - INFO - Epoch [47][2040/3757] lr: 1.000e-03, eta: 4 days, 12:37:50, time: 1.909, data_time: 1.111, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8305, loss_cls: 1.5412, loss: 1.5412, grad_norm: 6.3981 2020-08-02 05:19:41,641 - mmaction - INFO - Epoch [47][2060/3757] lr: 1.000e-03, eta: 4 days, 12:37:32, time: 2.017, data_time: 1.184, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4358, loss: 1.4358, grad_norm: 6.2258 2020-08-02 05:20:19,053 - mmaction - INFO - Epoch [47][2080/3757] lr: 1.000e-03, eta: 4 days, 12:36:28, time: 1.863, data_time: 0.140, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8445, loss_cls: 1.5139, loss: 1.5139, grad_norm: 6.5116 2020-08-02 05:20:56,650 - mmaction - INFO - Epoch [47][2100/3757] lr: 1.000e-03, eta: 4 days, 12:35:31, time: 1.886, data_time: 0.171, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8531, loss_cls: 1.4712, loss: 1.4712, grad_norm: 6.2798 2020-08-02 05:21:35,145 - mmaction - INFO - Epoch [47][2120/3757] lr: 1.000e-03, eta: 4 days, 12:34:45, time: 1.926, data_time: 0.009, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8289, loss_cls: 1.4949, loss: 1.4949, grad_norm: 6.4672 2020-08-02 05:22:11,304 - mmaction - INFO - Epoch [47][2140/3757] lr: 1.000e-03, eta: 4 days, 12:33:23, time: 1.801, data_time: 0.329, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4630, loss: 1.4630, grad_norm: 6.3134 2020-08-02 05:22:51,759 - mmaction - INFO - Epoch [47][2160/3757] lr: 1.000e-03, eta: 4 days, 12:33:07, time: 2.026, data_time: 0.445, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8305, loss_cls: 1.5270, loss: 1.5270, grad_norm: 6.3954 2020-08-02 05:23:31,689 - mmaction - INFO - Epoch [47][2180/3757] lr: 1.000e-03, eta: 4 days, 12:32:44, time: 1.998, data_time: 0.091, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8508, loss_cls: 1.4766, loss: 1.4766, grad_norm: 6.2946 2020-08-02 05:24:09,276 - mmaction - INFO - Epoch [47][2200/3757] lr: 1.000e-03, eta: 4 days, 12:31:45, time: 1.881, data_time: 0.004, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8492, loss_cls: 1.4723, loss: 1.4723, grad_norm: 6.4655 2020-08-02 05:24:48,922 - mmaction - INFO - Epoch [47][2220/3757] lr: 1.000e-03, eta: 4 days, 12:31:17, time: 1.982, data_time: 0.010, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8305, loss_cls: 1.5235, loss: 1.5235, grad_norm: 6.1423 2020-08-02 05:25:27,458 - mmaction - INFO - Epoch [47][2240/3757] lr: 1.000e-03, eta: 4 days, 12:30:30, time: 1.921, data_time: 0.003, memory: 5166, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.6016, loss: 1.6016, grad_norm: 6.4766 2020-08-02 05:26:08,417 - mmaction - INFO - Epoch [47][2260/3757] lr: 1.000e-03, eta: 4 days, 12:30:23, time: 2.053, data_time: 0.009, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8359, loss_cls: 1.4971, loss: 1.4971, grad_norm: 6.3246 2020-08-02 05:26:45,501 - mmaction - INFO - Epoch [47][2280/3757] lr: 1.000e-03, eta: 4 days, 12:29:16, time: 1.854, data_time: 0.009, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8547, loss_cls: 1.4545, loss: 1.4545, grad_norm: 6.3070 2020-08-02 05:27:27,687 - mmaction - INFO - Epoch [47][2300/3757] lr: 1.000e-03, eta: 4 days, 12:29:26, time: 2.110, data_time: 0.013, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8367, loss_cls: 1.5271, loss: 1.5271, grad_norm: 6.3490 2020-08-02 05:28:05,773 - mmaction - INFO - Epoch [47][2320/3757] lr: 1.000e-03, eta: 4 days, 12:28:32, time: 1.897, data_time: 0.008, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8352, loss_cls: 1.5346, loss: 1.5346, grad_norm: 6.3193 2020-08-02 05:28:44,141 - mmaction - INFO - Epoch [47][2340/3757] lr: 1.000e-03, eta: 4 days, 12:27:46, time: 1.925, data_time: 0.010, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8438, loss_cls: 1.4441, loss: 1.4441, grad_norm: 6.1222 2020-08-02 05:29:23,730 - mmaction - INFO - Epoch [47][2360/3757] lr: 1.000e-03, eta: 4 days, 12:27:15, time: 1.973, data_time: 0.009, memory: 5166, top1_acc: 0.6086, top5_acc: 0.8234, loss_cls: 1.5959, loss: 1.5959, grad_norm: 6.3380 2020-08-02 05:30:02,842 - mmaction - INFO - Epoch [47][2380/3757] lr: 1.000e-03, eta: 4 days, 12:26:40, time: 1.962, data_time: 0.010, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8281, loss_cls: 1.4989, loss: 1.4989, grad_norm: 6.2964 2020-08-02 05:30:41,707 - mmaction - INFO - Epoch [47][2400/3757] lr: 1.000e-03, eta: 4 days, 12:26:00, time: 1.942, data_time: 0.018, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8281, loss_cls: 1.5622, loss: 1.5622, grad_norm: 6.4000 2020-08-02 05:31:21,177 - mmaction - INFO - Epoch [47][2420/3757] lr: 1.000e-03, eta: 4 days, 12:25:27, time: 1.969, data_time: 0.251, memory: 5166, top1_acc: 0.6219, top5_acc: 0.8422, loss_cls: 1.5477, loss: 1.5477, grad_norm: 6.4932 2020-08-02 05:31:58,347 - mmaction - INFO - Epoch [47][2440/3757] lr: 1.000e-03, eta: 4 days, 12:24:24, time: 1.864, data_time: 0.505, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8422, loss_cls: 1.4306, loss: 1.4306, grad_norm: 6.2611 2020-08-02 05:32:35,547 - mmaction - INFO - Epoch [47][2460/3757] lr: 1.000e-03, eta: 4 days, 12:23:20, time: 1.861, data_time: 0.666, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8313, loss_cls: 1.5326, loss: 1.5326, grad_norm: 6.3007 2020-08-02 05:33:14,309 - mmaction - INFO - Epoch [47][2480/3757] lr: 1.000e-03, eta: 4 days, 12:22:38, time: 1.937, data_time: 0.865, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8547, loss_cls: 1.4397, loss: 1.4397, grad_norm: 6.3374 2020-08-02 05:33:57,543 - mmaction - INFO - Epoch [47][2500/3757] lr: 1.000e-03, eta: 4 days, 12:23:01, time: 2.160, data_time: 1.451, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8516, loss_cls: 1.4561, loss: 1.4561, grad_norm: 6.2920 2020-08-02 05:34:35,689 - mmaction - INFO - Epoch [47][2520/3757] lr: 1.000e-03, eta: 4 days, 12:22:11, time: 1.908, data_time: 0.536, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8539, loss_cls: 1.4705, loss: 1.4705, grad_norm: 6.3283 2020-08-02 05:35:15,763 - mmaction - INFO - Epoch [47][2540/3757] lr: 1.000e-03, eta: 4 days, 12:21:48, time: 2.002, data_time: 0.077, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8289, loss_cls: 1.5499, loss: 1.5499, grad_norm: 6.5197 2020-08-02 05:35:53,329 - mmaction - INFO - Epoch [47][2560/3757] lr: 1.000e-03, eta: 4 days, 12:20:50, time: 1.880, data_time: 0.009, memory: 5166, top1_acc: 0.6086, top5_acc: 0.8445, loss_cls: 1.5375, loss: 1.5375, grad_norm: 6.4570 2020-08-02 05:36:27,865 - mmaction - INFO - Epoch [47][2580/3757] lr: 1.000e-03, eta: 4 days, 12:19:07, time: 1.729, data_time: 0.189, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8484, loss_cls: 1.4782, loss: 1.4782, grad_norm: 6.2992 2020-08-02 05:37:09,248 - mmaction - INFO - Epoch [47][2600/3757] lr: 1.000e-03, eta: 4 days, 12:19:01, time: 2.059, data_time: 1.068, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8453, loss_cls: 1.5019, loss: 1.5019, grad_norm: 6.3090 2020-08-02 05:37:50,338 - mmaction - INFO - Epoch [47][2620/3757] lr: 1.000e-03, eta: 4 days, 12:18:56, time: 2.064, data_time: 0.109, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8375, loss_cls: 1.4731, loss: 1.4731, grad_norm: 6.3171 2020-08-02 05:38:27,018 - mmaction - INFO - Epoch [47][2640/3757] lr: 1.000e-03, eta: 4 days, 12:17:44, time: 1.831, data_time: 0.008, memory: 5166, top1_acc: 0.6273, top5_acc: 0.8445, loss_cls: 1.4991, loss: 1.4991, grad_norm: 6.3749 2020-08-02 05:39:08,915 - mmaction - INFO - Epoch [47][2660/3757] lr: 1.000e-03, eta: 4 days, 12:17:47, time: 2.096, data_time: 0.008, memory: 5166, top1_acc: 0.6250, top5_acc: 0.8305, loss_cls: 1.5884, loss: 1.5884, grad_norm: 6.4514 2020-08-02 05:39:48,248 - mmaction - INFO - Epoch [47][2680/3757] lr: 1.000e-03, eta: 4 days, 12:17:13, time: 1.965, data_time: 0.010, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8391, loss_cls: 1.4566, loss: 1.4566, grad_norm: 6.3747 2020-08-02 05:40:25,228 - mmaction - INFO - Epoch [47][2700/3757] lr: 1.000e-03, eta: 4 days, 12:16:05, time: 1.844, data_time: 0.008, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8359, loss_cls: 1.4741, loss: 1.4741, grad_norm: 6.1409 2020-08-02 05:41:07,501 - mmaction - INFO - Epoch [47][2720/3757] lr: 1.000e-03, eta: 4 days, 12:16:16, time: 2.123, data_time: 0.011, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8523, loss_cls: 1.3938, loss: 1.3938, grad_norm: 6.1009 2020-08-02 05:41:46,120 - mmaction - INFO - Epoch [47][2740/3757] lr: 1.000e-03, eta: 4 days, 12:15:30, time: 1.921, data_time: 0.007, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8320, loss_cls: 1.5300, loss: 1.5300, grad_norm: 6.4113 2020-08-02 05:42:26,328 - mmaction - INFO - Epoch [47][2760/3757] lr: 1.000e-03, eta: 4 days, 12:15:11, time: 2.018, data_time: 0.012, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8336, loss_cls: 1.5121, loss: 1.5121, grad_norm: 6.4769 2020-08-02 05:43:05,479 - mmaction - INFO - Epoch [47][2780/3757] lr: 1.000e-03, eta: 4 days, 12:14:35, time: 1.958, data_time: 0.004, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8328, loss_cls: 1.4984, loss: 1.4984, grad_norm: 6.2781 2020-08-02 05:43:42,753 - mmaction - INFO - Epoch [47][2800/3757] lr: 1.000e-03, eta: 4 days, 12:13:32, time: 1.861, data_time: 0.041, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8359, loss_cls: 1.5390, loss: 1.5390, grad_norm: 6.4425 2020-08-02 05:44:21,803 - mmaction - INFO - Epoch [47][2820/3757] lr: 1.000e-03, eta: 4 days, 12:12:55, time: 1.957, data_time: 0.421, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.4005, loss: 1.4005, grad_norm: 6.4323 2020-08-02 05:45:01,344 - mmaction - INFO - Epoch [47][2840/3757] lr: 1.000e-03, eta: 4 days, 12:12:25, time: 1.976, data_time: 0.047, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8258, loss_cls: 1.5613, loss: 1.5613, grad_norm: 6.5945 2020-08-02 05:45:37,365 - mmaction - INFO - Epoch [47][2860/3757] lr: 1.000e-03, eta: 4 days, 12:11:02, time: 1.794, data_time: 0.353, memory: 5166, top1_acc: 0.6117, top5_acc: 0.8219, loss_cls: 1.6298, loss: 1.6298, grad_norm: 6.8057 2020-08-02 05:46:16,361 - mmaction - INFO - Epoch [47][2880/3757] lr: 1.000e-03, eta: 4 days, 12:10:26, time: 1.956, data_time: 0.046, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8344, loss_cls: 1.5058, loss: 1.5058, grad_norm: 6.3389 2020-08-02 05:46:55,594 - mmaction - INFO - Epoch [47][2900/3757] lr: 1.000e-03, eta: 4 days, 12:09:49, time: 1.955, data_time: 0.049, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.4885, loss: 1.4885, grad_norm: 6.2866 2020-08-02 05:47:35,437 - mmaction - INFO - Epoch [47][2920/3757] lr: 1.000e-03, eta: 4 days, 12:09:25, time: 1.999, data_time: 0.012, memory: 5166, top1_acc: 0.6070, top5_acc: 0.8219, loss_cls: 1.6214, loss: 1.6214, grad_norm: 6.5094 2020-08-02 05:48:15,302 - mmaction - INFO - Epoch [47][2940/3757] lr: 1.000e-03, eta: 4 days, 12:08:59, time: 1.994, data_time: 0.008, memory: 5166, top1_acc: 0.6086, top5_acc: 0.8250, loss_cls: 1.5939, loss: 1.5939, grad_norm: 6.7328 2020-08-02 05:48:54,077 - mmaction - INFO - Epoch [47][2960/3757] lr: 1.000e-03, eta: 4 days, 12:08:17, time: 1.934, data_time: 0.007, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8461, loss_cls: 1.4990, loss: 1.4990, grad_norm: 6.3181 2020-08-02 05:49:36,356 - mmaction - INFO - Epoch [47][2980/3757] lr: 1.000e-03, eta: 4 days, 12:08:23, time: 2.110, data_time: 0.009, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8258, loss_cls: 1.5524, loss: 1.5524, grad_norm: 6.4012 2020-08-02 05:50:13,878 - mmaction - INFO - Epoch [47][3000/3757] lr: 1.000e-03, eta: 4 days, 12:07:24, time: 1.875, data_time: 0.887, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8414, loss_cls: 1.5207, loss: 1.5207, grad_norm: 6.3982 2020-08-02 05:50:52,365 - mmaction - INFO - Epoch [47][3020/3757] lr: 1.000e-03, eta: 4 days, 12:06:41, time: 1.934, data_time: 1.233, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8398, loss_cls: 1.5156, loss: 1.5156, grad_norm: 6.1010 2020-08-02 05:51:31,203 - mmaction - INFO - Epoch [47][3040/3757] lr: 1.000e-03, eta: 4 days, 12:06:01, time: 1.942, data_time: 1.080, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8359, loss_cls: 1.4794, loss: 1.4794, grad_norm: 6.1731 2020-08-02 05:52:11,585 - mmaction - INFO - Epoch [47][3060/3757] lr: 1.000e-03, eta: 4 days, 12:05:42, time: 2.019, data_time: 1.448, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8438, loss_cls: 1.4678, loss: 1.4678, grad_norm: 6.3647 2020-08-02 05:52:48,888 - mmaction - INFO - Epoch [47][3080/3757] lr: 1.000e-03, eta: 4 days, 12:04:40, time: 1.865, data_time: 1.031, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4357, loss: 1.4357, grad_norm: 6.0465 2020-08-02 05:53:27,514 - mmaction - INFO - Epoch [47][3100/3757] lr: 1.000e-03, eta: 4 days, 12:03:56, time: 1.929, data_time: 0.596, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8406, loss_cls: 1.5032, loss: 1.5032, grad_norm: 6.4312 2020-08-02 05:54:06,683 - mmaction - INFO - Epoch [47][3120/3757] lr: 1.000e-03, eta: 4 days, 12:03:20, time: 1.961, data_time: 0.345, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8469, loss_cls: 1.4908, loss: 1.4908, grad_norm: 6.3494 2020-08-02 05:54:44,541 - mmaction - INFO - Epoch [47][3140/3757] lr: 1.000e-03, eta: 4 days, 12:02:26, time: 1.891, data_time: 0.026, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8500, loss_cls: 1.4561, loss: 1.4561, grad_norm: 6.3845 2020-08-02 05:55:21,254 - mmaction - INFO - Epoch [47][3160/3757] lr: 1.000e-03, eta: 4 days, 12:01:14, time: 1.830, data_time: 0.346, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8352, loss_cls: 1.4998, loss: 1.4998, grad_norm: 6.2155 2020-08-02 05:56:03,546 - mmaction - INFO - Epoch [47][3180/3757] lr: 1.000e-03, eta: 4 days, 12:01:24, time: 2.123, data_time: 0.783, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8344, loss_cls: 1.4973, loss: 1.4973, grad_norm: 6.3210 2020-08-02 05:56:44,561 - mmaction - INFO - Epoch [47][3200/3757] lr: 1.000e-03, eta: 4 days, 12:01:13, time: 2.050, data_time: 0.008, memory: 5166, top1_acc: 0.6055, top5_acc: 0.8141, loss_cls: 1.6315, loss: 1.6315, grad_norm: 6.6337 2020-08-02 05:57:20,049 - mmaction - INFO - Epoch [47][3220/3757] lr: 1.000e-03, eta: 4 days, 11:59:46, time: 1.772, data_time: 0.003, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8352, loss_cls: 1.4820, loss: 1.4820, grad_norm: 6.0980 2020-08-02 05:58:00,669 - mmaction - INFO - Epoch [47][3240/3757] lr: 1.000e-03, eta: 4 days, 11:59:28, time: 2.024, data_time: 0.011, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8484, loss_cls: 1.4601, loss: 1.4601, grad_norm: 6.2621 2020-08-02 05:58:37,913 - mmaction - INFO - Epoch [47][3260/3757] lr: 1.000e-03, eta: 4 days, 11:58:28, time: 1.872, data_time: 0.012, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8336, loss_cls: 1.5176, loss: 1.5176, grad_norm: 6.3429 2020-08-02 05:59:14,297 - mmaction - INFO - Epoch [47][3280/3757] lr: 1.000e-03, eta: 4 days, 11:57:14, time: 1.818, data_time: 0.017, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4800, loss: 1.4800, grad_norm: 6.4330 2020-08-02 05:59:54,840 - mmaction - INFO - Epoch [47][3300/3757] lr: 1.000e-03, eta: 4 days, 11:56:57, time: 2.028, data_time: 0.900, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8539, loss_cls: 1.4443, loss: 1.4443, grad_norm: 6.4213 2020-08-02 06:00:34,419 - mmaction - INFO - Epoch [47][3320/3757] lr: 1.000e-03, eta: 4 days, 11:56:22, time: 1.962, data_time: 1.238, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8586, loss_cls: 1.4063, loss: 1.4063, grad_norm: 6.2427 2020-08-02 06:01:12,955 - mmaction - INFO - Epoch [47][3340/3757] lr: 1.000e-03, eta: 4 days, 11:55:41, time: 1.939, data_time: 0.789, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8430, loss_cls: 1.4745, loss: 1.4745, grad_norm: 6.3667 2020-08-02 06:01:51,933 - mmaction - INFO - Epoch [47][3360/3757] lr: 1.000e-03, eta: 4 days, 11:55:04, time: 1.953, data_time: 0.419, memory: 5166, top1_acc: 0.6211, top5_acc: 0.8227, loss_cls: 1.5577, loss: 1.5577, grad_norm: 6.4055 2020-08-02 06:02:32,050 - mmaction - INFO - Epoch [47][3380/3757] lr: 1.000e-03, eta: 4 days, 11:54:41, time: 2.005, data_time: 0.061, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.5584, loss: 1.5584, grad_norm: 6.6692 2020-08-02 06:03:08,609 - mmaction - INFO - Epoch [47][3400/3757] lr: 1.000e-03, eta: 4 days, 11:53:29, time: 1.828, data_time: 0.013, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8453, loss_cls: 1.4597, loss: 1.4597, grad_norm: 6.4301 2020-08-02 06:03:50,698 - mmaction - INFO - Epoch [47][3420/3757] lr: 1.000e-03, eta: 4 days, 11:53:32, time: 2.101, data_time: 0.082, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8172, loss_cls: 1.5474, loss: 1.5474, grad_norm: 6.2837 2020-08-02 06:04:30,112 - mmaction - INFO - Epoch [47][3440/3757] lr: 1.000e-03, eta: 4 days, 11:53:01, time: 1.976, data_time: 0.008, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8586, loss_cls: 1.4013, loss: 1.4013, grad_norm: 6.1966 2020-08-02 06:05:11,121 - mmaction - INFO - Epoch [47][3460/3757] lr: 1.000e-03, eta: 4 days, 11:52:49, time: 2.046, data_time: 0.007, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8156, loss_cls: 1.6133, loss: 1.6133, grad_norm: 6.6304 2020-08-02 06:05:51,909 - mmaction - INFO - Epoch [47][3480/3757] lr: 1.000e-03, eta: 4 days, 11:52:34, time: 2.039, data_time: 0.006, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4035, loss: 1.4035, grad_norm: 6.0630 2020-08-02 06:06:31,437 - mmaction - INFO - Epoch [47][3500/3757] lr: 1.000e-03, eta: 4 days, 11:52:04, time: 1.979, data_time: 0.010, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8289, loss_cls: 1.5559, loss: 1.5559, grad_norm: 6.4339 2020-08-02 06:07:06,946 - mmaction - INFO - Epoch [47][3520/3757] lr: 1.000e-03, eta: 4 days, 11:50:39, time: 1.777, data_time: 0.008, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8406, loss_cls: 1.5129, loss: 1.5129, grad_norm: 6.4963 2020-08-02 06:07:46,250 - mmaction - INFO - Epoch [47][3540/3757] lr: 1.000e-03, eta: 4 days, 11:50:04, time: 1.964, data_time: 0.008, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4578, loss: 1.4578, grad_norm: 6.1949 2020-08-02 06:08:27,783 - mmaction - INFO - Epoch [47][3560/3757] lr: 1.000e-03, eta: 4 days, 11:49:59, time: 2.073, data_time: 0.011, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.5015, loss: 1.5015, grad_norm: 6.3253 2020-08-02 06:09:01,342 - mmaction - INFO - Epoch [47][3580/3757] lr: 1.000e-03, eta: 4 days, 11:48:09, time: 1.683, data_time: 0.038, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8570, loss_cls: 1.3824, loss: 1.3824, grad_norm: 6.1891 2020-08-02 06:09:42,536 - mmaction - INFO - Epoch [47][3600/3757] lr: 1.000e-03, eta: 4 days, 11:47:58, time: 2.052, data_time: 0.090, memory: 5166, top1_acc: 0.6188, top5_acc: 0.8266, loss_cls: 1.5931, loss: 1.5931, grad_norm: 6.5765 2020-08-02 06:10:22,108 - mmaction - INFO - Epoch [47][3620/3757] lr: 1.000e-03, eta: 4 days, 11:47:28, time: 1.982, data_time: 0.127, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4229, loss: 1.4229, grad_norm: 6.1808 2020-08-02 06:10:57,545 - mmaction - INFO - Epoch [47][3640/3757] lr: 1.000e-03, eta: 4 days, 11:46:04, time: 1.777, data_time: 0.463, memory: 5166, top1_acc: 0.6180, top5_acc: 0.8328, loss_cls: 1.5710, loss: 1.5710, grad_norm: 6.3519 2020-08-02 06:11:38,251 - mmaction - INFO - Epoch [47][3660/3757] lr: 1.000e-03, eta: 4 days, 11:45:46, time: 2.027, data_time: 0.134, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4461, loss: 1.4461, grad_norm: 6.1067 2020-08-02 06:12:15,695 - mmaction - INFO - Epoch [47][3680/3757] lr: 1.000e-03, eta: 4 days, 11:44:47, time: 1.872, data_time: 0.298, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8430, loss_cls: 1.4816, loss: 1.4816, grad_norm: 6.3180 2020-08-02 06:12:54,091 - mmaction - INFO - Epoch [47][3700/3757] lr: 1.000e-03, eta: 4 days, 11:44:03, time: 1.927, data_time: 0.014, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8297, loss_cls: 1.5463, loss: 1.5463, grad_norm: 6.5885 2020-08-02 06:13:29,730 - mmaction - INFO - Epoch [47][3720/3757] lr: 1.000e-03, eta: 4 days, 11:42:40, time: 1.781, data_time: 0.009, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8391, loss_cls: 1.4759, loss: 1.4759, grad_norm: 6.3192 2020-08-02 06:14:10,405 - mmaction - INFO - Epoch [47][3740/3757] lr: 1.000e-03, eta: 4 days, 11:42:23, time: 2.030, data_time: 0.253, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8414, loss_cls: 1.5194, loss: 1.5194, grad_norm: 6.3279 2020-08-02 06:14:36,696 - mmaction - INFO - Saving checkpoint at 47 epochs 2020-08-02 06:15:31,730 - mmaction - INFO - Epoch [48][20/3757] lr: 1.000e-03, eta: 4 days, 11:36:57, time: 2.643, data_time: 0.963, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.4304, loss: 1.4304, grad_norm: 6.2572 2020-08-02 06:16:12,354 - mmaction - INFO - Epoch [48][40/3757] lr: 1.000e-03, eta: 4 days, 11:36:39, time: 2.025, data_time: 0.239, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8430, loss_cls: 1.4527, loss: 1.4527, grad_norm: 6.1924 2020-08-02 06:16:50,629 - mmaction - INFO - Epoch [48][60/3757] lr: 1.000e-03, eta: 4 days, 11:35:53, time: 1.917, data_time: 0.009, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.4656, loss: 1.4656, grad_norm: 6.3124 2020-08-02 06:17:33,069 - mmaction - INFO - Epoch [48][80/3757] lr: 1.000e-03, eta: 4 days, 11:35:59, time: 2.119, data_time: 0.011, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8172, loss_cls: 1.5447, loss: 1.5447, grad_norm: 6.2785 2020-08-02 06:18:10,026 - mmaction - INFO - Epoch [48][100/3757] lr: 1.000e-03, eta: 4 days, 11:34:56, time: 1.854, data_time: 0.009, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8352, loss_cls: 1.4623, loss: 1.4623, grad_norm: 6.4385 2020-08-02 06:18:49,979 - mmaction - INFO - Epoch [48][120/3757] lr: 1.000e-03, eta: 4 days, 11:34:30, time: 1.995, data_time: 0.007, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8391, loss_cls: 1.4588, loss: 1.4588, grad_norm: 6.4894 2020-08-02 06:19:29,362 - mmaction - INFO - Epoch [48][140/3757] lr: 1.000e-03, eta: 4 days, 11:33:58, time: 1.972, data_time: 0.006, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8477, loss_cls: 1.4939, loss: 1.4939, grad_norm: 6.4184 2020-08-02 06:20:07,827 - mmaction - INFO - Epoch [48][160/3757] lr: 1.000e-03, eta: 4 days, 11:33:13, time: 1.924, data_time: 0.008, memory: 5166, top1_acc: 0.6234, top5_acc: 0.8414, loss_cls: 1.5356, loss: 1.5356, grad_norm: 6.4329 2020-08-02 06:20:47,530 - mmaction - INFO - Epoch [48][180/3757] lr: 1.000e-03, eta: 4 days, 11:32:44, time: 1.984, data_time: 0.005, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8391, loss_cls: 1.4870, loss: 1.4870, grad_norm: 6.4892 2020-08-02 06:21:21,266 - mmaction - INFO - Epoch [48][200/3757] lr: 1.000e-03, eta: 4 days, 11:30:55, time: 1.678, data_time: 0.011, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8398, loss_cls: 1.5118, loss: 1.5118, grad_norm: 6.2736 2020-08-02 06:22:01,055 - mmaction - INFO - Epoch [48][220/3757] lr: 1.000e-03, eta: 4 days, 11:30:30, time: 1.999, data_time: 0.069, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8547, loss_cls: 1.4174, loss: 1.4174, grad_norm: 6.3030 2020-08-02 06:22:39,607 - mmaction - INFO - Epoch [48][240/3757] lr: 1.000e-03, eta: 4 days, 11:29:45, time: 1.922, data_time: 0.410, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8430, loss_cls: 1.5279, loss: 1.5279, grad_norm: 6.4850 2020-08-02 06:23:20,131 - mmaction - INFO - Epoch [48][260/3757] lr: 1.000e-03, eta: 4 days, 11:29:27, time: 2.028, data_time: 0.009, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8320, loss_cls: 1.5266, loss: 1.5266, grad_norm: 6.4692 2020-08-02 06:23:58,287 - mmaction - INFO - Epoch [48][280/3757] lr: 1.000e-03, eta: 4 days, 11:28:39, time: 1.911, data_time: 0.007, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.4266, loss: 1.4266, grad_norm: 6.3405 2020-08-02 06:24:38,681 - mmaction - INFO - Epoch [48][300/3757] lr: 1.000e-03, eta: 4 days, 11:28:19, time: 2.018, data_time: 0.009, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8359, loss_cls: 1.4974, loss: 1.4974, grad_norm: 6.4840 2020-08-02 06:25:14,793 - mmaction - INFO - Epoch [48][320/3757] lr: 1.000e-03, eta: 4 days, 11:27:03, time: 1.804, data_time: 0.008, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5630, loss: 1.5630, grad_norm: 6.5049 2020-08-02 06:25:55,003 - mmaction - INFO - Epoch [48][340/3757] lr: 1.000e-03, eta: 4 days, 11:26:41, time: 2.012, data_time: 0.045, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.3386, loss: 1.3386, grad_norm: 5.9556 2020-08-02 06:26:33,952 - mmaction - INFO - Epoch [48][360/3757] lr: 1.000e-03, eta: 4 days, 11:26:04, time: 1.950, data_time: 0.097, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8438, loss_cls: 1.5238, loss: 1.5238, grad_norm: 6.4513 2020-08-02 06:27:12,718 - mmaction - INFO - Epoch [48][380/3757] lr: 1.000e-03, eta: 4 days, 11:25:23, time: 1.939, data_time: 0.474, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.4626, loss: 1.4626, grad_norm: 6.2919 2020-08-02 06:27:51,604 - mmaction - INFO - Epoch [48][400/3757] lr: 1.000e-03, eta: 4 days, 11:24:42, time: 1.940, data_time: 0.691, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8414, loss_cls: 1.4142, loss: 1.4142, grad_norm: 6.3465 2020-08-02 06:28:32,099 - mmaction - INFO - Epoch [48][420/3757] lr: 1.000e-03, eta: 4 days, 11:24:24, time: 2.027, data_time: 0.812, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8422, loss_cls: 1.4235, loss: 1.4235, grad_norm: 6.3131 2020-08-02 06:29:09,120 - mmaction - INFO - Epoch [48][440/3757] lr: 1.000e-03, eta: 4 days, 11:23:20, time: 1.849, data_time: 0.010, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8461, loss_cls: 1.4884, loss: 1.4884, grad_norm: 6.3651 2020-08-02 06:29:48,100 - mmaction - INFO - Epoch [48][460/3757] lr: 1.000e-03, eta: 4 days, 11:22:43, time: 1.953, data_time: 0.010, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8344, loss_cls: 1.4879, loss: 1.4879, grad_norm: 6.4497 2020-08-02 06:30:24,837 - mmaction - INFO - Epoch [48][480/3757] lr: 1.000e-03, eta: 4 days, 11:21:36, time: 1.833, data_time: 0.008, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8250, loss_cls: 1.5568, loss: 1.5568, grad_norm: 6.4417 2020-08-02 06:31:04,898 - mmaction - INFO - Epoch [48][500/3757] lr: 1.000e-03, eta: 4 days, 11:21:12, time: 2.007, data_time: 0.044, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8453, loss_cls: 1.5043, loss: 1.5043, grad_norm: 6.5248 2020-08-02 06:31:41,299 - mmaction - INFO - Epoch [48][520/3757] lr: 1.000e-03, eta: 4 days, 11:19:59, time: 1.812, data_time: 0.007, memory: 5166, top1_acc: 0.6258, top5_acc: 0.8359, loss_cls: 1.5212, loss: 1.5212, grad_norm: 6.2799 2020-08-02 06:32:22,297 - mmaction - INFO - Epoch [48][540/3757] lr: 1.000e-03, eta: 4 days, 11:19:47, time: 2.049, data_time: 0.011, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8484, loss_cls: 1.4892, loss: 1.4892, grad_norm: 6.5535 2020-08-02 06:33:02,872 - mmaction - INFO - Epoch [48][560/3757] lr: 1.000e-03, eta: 4 days, 11:19:31, time: 2.036, data_time: 0.588, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8570, loss_cls: 1.3784, loss: 1.3784, grad_norm: 6.1299 2020-08-02 06:33:41,956 - mmaction - INFO - Epoch [48][580/3757] lr: 1.000e-03, eta: 4 days, 11:18:54, time: 1.955, data_time: 0.882, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4663, loss: 1.4663, grad_norm: 6.4272 2020-08-02 06:34:18,817 - mmaction - INFO - Epoch [48][600/3757] lr: 1.000e-03, eta: 4 days, 11:17:49, time: 1.842, data_time: 0.299, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.4931, loss: 1.4931, grad_norm: 6.3303 2020-08-02 06:34:57,589 - mmaction - INFO - Epoch [48][620/3757] lr: 1.000e-03, eta: 4 days, 11:17:07, time: 1.932, data_time: 0.512, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8320, loss_cls: 1.4734, loss: 1.4734, grad_norm: 6.4720 2020-08-02 06:35:35,482 - mmaction - INFO - Epoch [48][640/3757] lr: 1.000e-03, eta: 4 days, 11:16:17, time: 1.900, data_time: 0.670, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8484, loss_cls: 1.5074, loss: 1.5074, grad_norm: 6.3854 2020-08-02 06:36:10,527 - mmaction - INFO - Epoch [48][660/3757] lr: 1.000e-03, eta: 4 days, 11:14:47, time: 1.744, data_time: 0.444, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.4893, loss: 1.4893, grad_norm: 6.3110 2020-08-02 06:36:51,840 - mmaction - INFO - Epoch [48][680/3757] lr: 1.000e-03, eta: 4 days, 11:14:39, time: 2.069, data_time: 0.500, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8234, loss_cls: 1.5612, loss: 1.5612, grad_norm: 6.4212 2020-08-02 06:37:28,332 - mmaction - INFO - Epoch [48][700/3757] lr: 1.000e-03, eta: 4 days, 11:13:29, time: 1.823, data_time: 0.175, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.5143, loss: 1.5143, grad_norm: 6.5595 2020-08-02 06:38:06,305 - mmaction - INFO - Epoch [48][720/3757] lr: 1.000e-03, eta: 4 days, 11:12:40, time: 1.906, data_time: 0.113, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8461, loss_cls: 1.4237, loss: 1.4237, grad_norm: 6.1145 2020-08-02 06:38:45,989 - mmaction - INFO - Epoch [48][740/3757] lr: 1.000e-03, eta: 4 days, 11:12:09, time: 1.977, data_time: 0.033, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.5265, loss: 1.5265, grad_norm: 6.4921 2020-08-02 06:39:24,945 - mmaction - INFO - Epoch [48][760/3757] lr: 1.000e-03, eta: 4 days, 11:11:33, time: 1.955, data_time: 0.066, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8516, loss_cls: 1.4637, loss: 1.4637, grad_norm: 6.2795 2020-08-02 06:40:05,031 - mmaction - INFO - Epoch [48][780/3757] lr: 1.000e-03, eta: 4 days, 11:11:08, time: 2.003, data_time: 0.007, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8578, loss_cls: 1.3500, loss: 1.3500, grad_norm: 6.1305 2020-08-02 06:40:43,695 - mmaction - INFO - Epoch [48][800/3757] lr: 1.000e-03, eta: 4 days, 11:10:26, time: 1.933, data_time: 0.102, memory: 5166, top1_acc: 0.6211, top5_acc: 0.8219, loss_cls: 1.5750, loss: 1.5750, grad_norm: 6.6988 2020-08-02 06:41:19,642 - mmaction - INFO - Epoch [48][820/3757] lr: 1.000e-03, eta: 4 days, 11:09:09, time: 1.791, data_time: 0.008, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8234, loss_cls: 1.5419, loss: 1.5419, grad_norm: 6.5024 2020-08-02 06:42:01,095 - mmaction - INFO - Epoch [48][840/3757] lr: 1.000e-03, eta: 4 days, 11:09:03, time: 2.078, data_time: 0.012, memory: 5166, top1_acc: 0.6039, top5_acc: 0.8320, loss_cls: 1.5619, loss: 1.5619, grad_norm: 6.3940 2020-08-02 06:42:38,921 - mmaction - INFO - Epoch [48][860/3757] lr: 1.000e-03, eta: 4 days, 11:08:11, time: 1.893, data_time: 0.004, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8383, loss_cls: 1.5167, loss: 1.5167, grad_norm: 6.5367 2020-08-02 06:43:17,192 - mmaction - INFO - Epoch [48][880/3757] lr: 1.000e-03, eta: 4 days, 11:07:24, time: 1.914, data_time: 0.269, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8398, loss_cls: 1.4980, loss: 1.4980, grad_norm: 6.3153 2020-08-02 06:43:56,287 - mmaction - INFO - Epoch [48][900/3757] lr: 1.000e-03, eta: 4 days, 11:06:46, time: 1.947, data_time: 0.450, memory: 5166, top1_acc: 0.6188, top5_acc: 0.8352, loss_cls: 1.5188, loss: 1.5188, grad_norm: 6.5227 2020-08-02 06:44:36,967 - mmaction - INFO - Epoch [48][920/3757] lr: 1.000e-03, eta: 4 days, 11:06:31, time: 2.042, data_time: 1.339, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8367, loss_cls: 1.4736, loss: 1.4736, grad_norm: 6.2979 2020-08-02 06:45:17,595 - mmaction - INFO - Epoch [48][940/3757] lr: 1.000e-03, eta: 4 days, 11:06:13, time: 2.028, data_time: 1.447, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8547, loss_cls: 1.4430, loss: 1.4430, grad_norm: 6.5192 2020-08-02 06:45:55,052 - mmaction - INFO - Epoch [48][960/3757] lr: 1.000e-03, eta: 4 days, 11:05:16, time: 1.876, data_time: 1.237, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8500, loss_cls: 1.4993, loss: 1.4993, grad_norm: 6.4344 2020-08-02 06:46:33,664 - mmaction - INFO - Epoch [48][980/3757] lr: 1.000e-03, eta: 4 days, 11:04:32, time: 1.922, data_time: 1.171, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8250, loss_cls: 1.5871, loss: 1.5871, grad_norm: 6.5862 2020-08-02 06:47:10,437 - mmaction - INFO - Epoch [48][1000/3757] lr: 1.000e-03, eta: 4 days, 11:03:28, time: 1.846, data_time: 1.069, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8313, loss_cls: 1.5269, loss: 1.5269, grad_norm: 6.5435 2020-08-02 06:47:50,226 - mmaction - INFO - Epoch [48][1020/3757] lr: 1.000e-03, eta: 4 days, 11:03:00, time: 1.989, data_time: 1.176, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8391, loss_cls: 1.5129, loss: 1.5129, grad_norm: 6.3620 2020-08-02 06:48:30,403 - mmaction - INFO - Epoch [48][1040/3757] lr: 1.000e-03, eta: 4 days, 11:02:37, time: 2.009, data_time: 1.209, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.5188, loss: 1.5188, grad_norm: 6.3930 2020-08-02 06:49:08,983 - mmaction - INFO - Epoch [48][1060/3757] lr: 1.000e-03, eta: 4 days, 11:01:53, time: 1.923, data_time: 0.409, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8383, loss_cls: 1.5040, loss: 1.5040, grad_norm: 6.3081 2020-08-02 06:49:51,111 - mmaction - INFO - Epoch [48][1080/3757] lr: 1.000e-03, eta: 4 days, 11:01:55, time: 2.112, data_time: 0.009, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8531, loss_cls: 1.4066, loss: 1.4066, grad_norm: 6.3244 2020-08-02 06:50:28,326 - mmaction - INFO - Epoch [48][1100/3757] lr: 1.000e-03, eta: 4 days, 11:00:53, time: 1.853, data_time: 0.137, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4658, loss: 1.4658, grad_norm: 6.3888 2020-08-02 06:51:07,718 - mmaction - INFO - Epoch [48][1120/3757] lr: 1.000e-03, eta: 4 days, 11:00:22, time: 1.978, data_time: 0.292, memory: 5166, top1_acc: 0.6234, top5_acc: 0.8523, loss_cls: 1.4769, loss: 1.4769, grad_norm: 6.3044 2020-08-02 06:51:45,532 - mmaction - INFO - Epoch [48][1140/3757] lr: 1.000e-03, eta: 4 days, 10:59:30, time: 1.891, data_time: 0.064, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8523, loss_cls: 1.5199, loss: 1.5199, grad_norm: 6.5121 2020-08-02 06:52:26,397 - mmaction - INFO - Epoch [48][1160/3757] lr: 1.000e-03, eta: 4 days, 10:59:15, time: 2.043, data_time: 0.294, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8406, loss_cls: 1.4889, loss: 1.4889, grad_norm: 6.4836 2020-08-02 06:53:02,919 - mmaction - INFO - Epoch [48][1180/3757] lr: 1.000e-03, eta: 4 days, 10:58:07, time: 1.826, data_time: 0.843, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8539, loss_cls: 1.4743, loss: 1.4743, grad_norm: 6.3850 2020-08-02 06:53:43,679 - mmaction - INFO - Epoch [48][1200/3757] lr: 1.000e-03, eta: 4 days, 10:57:50, time: 2.037, data_time: 0.234, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4726, loss: 1.4726, grad_norm: 6.4693 2020-08-02 06:54:22,581 - mmaction - INFO - Epoch [48][1220/3757] lr: 1.000e-03, eta: 4 days, 10:57:11, time: 1.945, data_time: 0.004, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5177, loss: 1.5177, grad_norm: 6.3726 2020-08-02 06:54:59,571 - mmaction - INFO - Epoch [48][1240/3757] lr: 1.000e-03, eta: 4 days, 10:56:07, time: 1.845, data_time: 0.457, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8672, loss_cls: 1.3837, loss: 1.3837, grad_norm: 6.2329 2020-08-02 06:55:41,590 - mmaction - INFO - Epoch [48][1260/3757] lr: 1.000e-03, eta: 4 days, 10:56:07, time: 2.105, data_time: 0.009, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8375, loss_cls: 1.5051, loss: 1.5051, grad_norm: 6.5632 2020-08-02 06:56:20,160 - mmaction - INFO - Epoch [48][1280/3757] lr: 1.000e-03, eta: 4 days, 10:55:24, time: 1.928, data_time: 0.004, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8625, loss_cls: 1.4153, loss: 1.4153, grad_norm: 6.2555 2020-08-02 06:56:57,828 - mmaction - INFO - Epoch [48][1300/3757] lr: 1.000e-03, eta: 4 days, 10:54:30, time: 1.884, data_time: 0.005, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.5368, loss: 1.5368, grad_norm: 6.3492 2020-08-02 06:57:37,481 - mmaction - INFO - Epoch [48][1320/3757] lr: 1.000e-03, eta: 4 days, 10:53:58, time: 1.973, data_time: 0.007, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.4580, loss: 1.4580, grad_norm: 6.2955 2020-08-02 06:58:15,757 - mmaction - INFO - Epoch [48][1340/3757] lr: 1.000e-03, eta: 4 days, 10:53:14, time: 1.925, data_time: 0.021, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8422, loss_cls: 1.4778, loss: 1.4778, grad_norm: 6.4065 2020-08-02 06:58:57,391 - mmaction - INFO - Epoch [48][1360/3757] lr: 1.000e-03, eta: 4 days, 10:53:08, time: 2.082, data_time: 0.009, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5701, loss: 1.5701, grad_norm: 6.4776 2020-08-02 06:59:34,946 - mmaction - INFO - Epoch [48][1380/3757] lr: 1.000e-03, eta: 4 days, 10:52:13, time: 1.878, data_time: 0.009, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8328, loss_cls: 1.4873, loss: 1.4873, grad_norm: 6.4052 2020-08-02 07:00:15,129 - mmaction - INFO - Epoch [48][1400/3757] lr: 1.000e-03, eta: 4 days, 10:51:46, time: 1.994, data_time: 0.586, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8328, loss_cls: 1.5348, loss: 1.5348, grad_norm: 6.6062 2020-08-02 07:00:56,474 - mmaction - INFO - Epoch [48][1420/3757] lr: 1.000e-03, eta: 4 days, 10:51:39, time: 2.080, data_time: 0.196, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8461, loss_cls: 1.5257, loss: 1.5257, grad_norm: 6.4756 2020-08-02 07:01:34,491 - mmaction - INFO - Epoch [48][1440/3757] lr: 1.000e-03, eta: 4 days, 10:50:50, time: 1.903, data_time: 0.013, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8422, loss_cls: 1.4794, loss: 1.4794, grad_norm: 6.2502 2020-08-02 07:02:15,283 - mmaction - INFO - Epoch [48][1460/3757] lr: 1.000e-03, eta: 4 days, 10:50:33, time: 2.040, data_time: 0.004, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8453, loss_cls: 1.4935, loss: 1.4935, grad_norm: 6.5854 2020-08-02 07:02:52,418 - mmaction - INFO - Epoch [48][1480/3757] lr: 1.000e-03, eta: 4 days, 10:49:33, time: 1.856, data_time: 0.003, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8391, loss_cls: 1.5107, loss: 1.5107, grad_norm: 6.5124 2020-08-02 07:03:31,484 - mmaction - INFO - Epoch [48][1500/3757] lr: 1.000e-03, eta: 4 days, 10:48:55, time: 1.952, data_time: 0.003, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8453, loss_cls: 1.4975, loss: 1.4975, grad_norm: 6.5446 2020-08-02 07:04:09,528 - mmaction - INFO - Epoch [48][1520/3757] lr: 1.000e-03, eta: 4 days, 10:48:06, time: 1.902, data_time: 0.046, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8445, loss_cls: 1.4432, loss: 1.4432, grad_norm: 6.0205 2020-08-02 07:04:48,625 - mmaction - INFO - Epoch [48][1540/3757] lr: 1.000e-03, eta: 4 days, 10:47:28, time: 1.949, data_time: 0.013, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8406, loss_cls: 1.4762, loss: 1.4762, grad_norm: 6.4049 2020-08-02 07:05:26,837 - mmaction - INFO - Epoch [48][1560/3757] lr: 1.000e-03, eta: 4 days, 10:46:41, time: 1.913, data_time: 0.042, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8375, loss_cls: 1.4270, loss: 1.4270, grad_norm: 6.1926 2020-08-02 07:06:10,062 - mmaction - INFO - Epoch [48][1580/3757] lr: 1.000e-03, eta: 4 days, 10:46:55, time: 2.165, data_time: 0.009, memory: 5166, top1_acc: 0.6172, top5_acc: 0.8344, loss_cls: 1.5688, loss: 1.5688, grad_norm: 6.5123 2020-08-02 07:06:49,414 - mmaction - INFO - Epoch [48][1600/3757] lr: 1.000e-03, eta: 4 days, 10:46:21, time: 1.967, data_time: 0.004, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.4254, loss: 1.4254, grad_norm: 6.2021 2020-08-02 07:07:26,804 - mmaction - INFO - Epoch [48][1620/3757] lr: 1.000e-03, eta: 4 days, 10:45:22, time: 1.863, data_time: 0.008, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8391, loss_cls: 1.5247, loss: 1.5247, grad_norm: 6.3667 2020-08-02 07:08:05,998 - mmaction - INFO - Epoch [48][1640/3757] lr: 1.000e-03, eta: 4 days, 10:44:48, time: 1.967, data_time: 0.010, memory: 5166, top1_acc: 0.6195, top5_acc: 0.8242, loss_cls: 1.6485, loss: 1.6485, grad_norm: 6.6415 2020-08-02 07:08:45,080 - mmaction - INFO - Epoch [48][1660/3757] lr: 1.000e-03, eta: 4 days, 10:44:11, time: 1.953, data_time: 0.013, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8422, loss_cls: 1.5239, loss: 1.5239, grad_norm: 6.4624 2020-08-02 07:09:23,914 - mmaction - INFO - Epoch [48][1680/3757] lr: 1.000e-03, eta: 4 days, 10:43:31, time: 1.944, data_time: 0.004, memory: 5166, top1_acc: 0.6219, top5_acc: 0.8492, loss_cls: 1.5005, loss: 1.5005, grad_norm: 6.4118 2020-08-02 07:10:03,050 - mmaction - INFO - Epoch [48][1700/3757] lr: 1.000e-03, eta: 4 days, 10:42:55, time: 1.955, data_time: 0.016, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8445, loss_cls: 1.4853, loss: 1.4853, grad_norm: 6.4895 2020-08-02 07:10:42,346 - mmaction - INFO - Epoch [48][1720/3757] lr: 1.000e-03, eta: 4 days, 10:42:21, time: 1.966, data_time: 0.005, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8391, loss_cls: 1.5020, loss: 1.5020, grad_norm: 6.5068 2020-08-02 07:11:22,657 - mmaction - INFO - Epoch [48][1740/3757] lr: 1.000e-03, eta: 4 days, 10:41:57, time: 2.012, data_time: 0.007, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8367, loss_cls: 1.5021, loss: 1.5021, grad_norm: 6.3658 2020-08-02 07:12:01,777 - mmaction - INFO - Epoch [48][1760/3757] lr: 1.000e-03, eta: 4 days, 10:41:21, time: 1.956, data_time: 0.005, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8508, loss_cls: 1.4977, loss: 1.4977, grad_norm: 6.3710 2020-08-02 07:12:37,766 - mmaction - INFO - Epoch [48][1780/3757] lr: 1.000e-03, eta: 4 days, 10:40:07, time: 1.799, data_time: 0.010, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8289, loss_cls: 1.5552, loss: 1.5552, grad_norm: 6.2915 2020-08-02 07:13:17,007 - mmaction - INFO - Epoch [48][1800/3757] lr: 1.000e-03, eta: 4 days, 10:39:33, time: 1.964, data_time: 0.031, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8305, loss_cls: 1.5390, loss: 1.5390, grad_norm: 6.4319 2020-08-02 07:13:53,989 - mmaction - INFO - Epoch [48][1820/3757] lr: 1.000e-03, eta: 4 days, 10:38:31, time: 1.850, data_time: 0.003, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8406, loss_cls: 1.5144, loss: 1.5144, grad_norm: 6.4370 2020-08-02 07:14:36,271 - mmaction - INFO - Epoch [48][1840/3757] lr: 1.000e-03, eta: 4 days, 10:38:31, time: 2.111, data_time: 0.007, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8281, loss_cls: 1.5541, loss: 1.5541, grad_norm: 6.4946 2020-08-02 07:15:17,597 - mmaction - INFO - Epoch [48][1860/3757] lr: 1.000e-03, eta: 4 days, 10:38:19, time: 2.060, data_time: 0.005, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.3822, loss: 1.3822, grad_norm: 6.1556 2020-08-02 07:15:57,360 - mmaction - INFO - Epoch [48][1880/3757] lr: 1.000e-03, eta: 4 days, 10:37:51, time: 1.994, data_time: 0.022, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8578, loss_cls: 1.4692, loss: 1.4692, grad_norm: 6.5134 2020-08-02 07:16:39,814 - mmaction - INFO - Epoch [48][1900/3757] lr: 1.000e-03, eta: 4 days, 10:37:54, time: 2.125, data_time: 0.010, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8258, loss_cls: 1.5635, loss: 1.5635, grad_norm: 6.5990 2020-08-02 07:17:16,211 - mmaction - INFO - Epoch [48][1920/3757] lr: 1.000e-03, eta: 4 days, 10:36:46, time: 1.821, data_time: 0.004, memory: 5166, top1_acc: 0.6188, top5_acc: 0.8133, loss_cls: 1.6176, loss: 1.6176, grad_norm: 6.4760 2020-08-02 07:17:50,964 - mmaction - INFO - Epoch [48][1940/3757] lr: 1.000e-03, eta: 4 days, 10:35:16, time: 1.728, data_time: 0.179, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8414, loss_cls: 1.5065, loss: 1.5065, grad_norm: 6.3715 2020-08-02 07:18:28,318 - mmaction - INFO - Epoch [48][1960/3757] lr: 1.000e-03, eta: 4 days, 10:34:21, time: 1.875, data_time: 0.350, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.4973, loss: 1.4973, grad_norm: 6.2147 2020-08-02 07:19:07,323 - mmaction - INFO - Epoch [48][1980/3757] lr: 1.000e-03, eta: 4 days, 10:33:40, time: 1.941, data_time: 0.265, memory: 5166, top1_acc: 0.6234, top5_acc: 0.8328, loss_cls: 1.5547, loss: 1.5547, grad_norm: 6.5765 2020-08-02 07:19:46,401 - mmaction - INFO - Epoch [48][2000/3757] lr: 1.000e-03, eta: 4 days, 10:33:06, time: 1.965, data_time: 0.632, memory: 5166, top1_acc: 0.6273, top5_acc: 0.8281, loss_cls: 1.5171, loss: 1.5171, grad_norm: 6.3529 2020-08-02 07:20:24,564 - mmaction - INFO - Epoch [48][2020/3757] lr: 1.000e-03, eta: 4 days, 10:32:17, time: 1.904, data_time: 0.116, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8359, loss_cls: 1.4719, loss: 1.4719, grad_norm: 6.6070 2020-08-02 07:21:00,486 - mmaction - INFO - Epoch [48][2040/3757] lr: 1.000e-03, eta: 4 days, 10:31:05, time: 1.800, data_time: 0.550, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8523, loss_cls: 1.4912, loss: 1.4912, grad_norm: 6.4141 2020-08-02 07:21:41,910 - mmaction - INFO - Epoch [48][2060/3757] lr: 1.000e-03, eta: 4 days, 10:30:53, time: 2.064, data_time: 0.974, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.4971, loss: 1.4971, grad_norm: 6.4525 2020-08-02 07:22:20,949 - mmaction - INFO - Epoch [48][2080/3757] lr: 1.000e-03, eta: 4 days, 10:30:16, time: 1.955, data_time: 0.157, memory: 5166, top1_acc: 0.6273, top5_acc: 0.8391, loss_cls: 1.5217, loss: 1.5217, grad_norm: 6.3982 2020-08-02 07:23:00,956 - mmaction - INFO - Epoch [48][2100/3757] lr: 1.000e-03, eta: 4 days, 10:29:51, time: 2.004, data_time: 0.008, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8281, loss_cls: 1.5351, loss: 1.5351, grad_norm: 6.4125 2020-08-02 07:23:42,460 - mmaction - INFO - Epoch [48][2120/3757] lr: 1.000e-03, eta: 4 days, 10:29:41, time: 2.073, data_time: 0.008, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.4219, loss: 1.4219, grad_norm: 6.1659 2020-08-02 07:24:21,185 - mmaction - INFO - Epoch [48][2140/3757] lr: 1.000e-03, eta: 4 days, 10:29:01, time: 1.939, data_time: 0.008, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8414, loss_cls: 1.4699, loss: 1.4699, grad_norm: 6.1836 2020-08-02 07:24:57,166 - mmaction - INFO - Epoch [48][2160/3757] lr: 1.000e-03, eta: 4 days, 10:27:48, time: 1.799, data_time: 0.008, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8313, loss_cls: 1.5471, loss: 1.5471, grad_norm: 6.3702 2020-08-02 07:25:38,228 - mmaction - INFO - Epoch [48][2180/3757] lr: 1.000e-03, eta: 4 days, 10:27:33, time: 2.051, data_time: 0.002, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8430, loss_cls: 1.5119, loss: 1.5119, grad_norm: 6.3882 2020-08-02 07:26:15,925 - mmaction - INFO - Epoch [48][2200/3757] lr: 1.000e-03, eta: 4 days, 10:26:40, time: 1.885, data_time: 0.010, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8352, loss_cls: 1.5051, loss: 1.5051, grad_norm: 6.3339 2020-08-02 07:26:57,442 - mmaction - INFO - Epoch [48][2220/3757] lr: 1.000e-03, eta: 4 days, 10:26:31, time: 2.077, data_time: 0.010, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8227, loss_cls: 1.4970, loss: 1.4970, grad_norm: 6.4054 2020-08-02 07:27:37,733 - mmaction - INFO - Epoch [48][2240/3757] lr: 1.000e-03, eta: 4 days, 10:26:08, time: 2.016, data_time: 0.003, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8289, loss_cls: 1.5871, loss: 1.5871, grad_norm: 6.4968 2020-08-02 07:28:12,278 - mmaction - INFO - Epoch [48][2260/3757] lr: 1.000e-03, eta: 4 days, 10:24:39, time: 1.724, data_time: 0.006, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8320, loss_cls: 1.5521, loss: 1.5521, grad_norm: 6.5664 2020-08-02 07:28:53,367 - mmaction - INFO - Epoch [48][2280/3757] lr: 1.000e-03, eta: 4 days, 10:24:24, time: 2.052, data_time: 0.074, memory: 5166, top1_acc: 0.6180, top5_acc: 0.8250, loss_cls: 1.5993, loss: 1.5993, grad_norm: 6.6839 2020-08-02 07:29:36,903 - mmaction - INFO - Epoch [48][2300/3757] lr: 1.000e-03, eta: 4 days, 10:24:37, time: 2.176, data_time: 0.178, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8320, loss_cls: 1.5569, loss: 1.5569, grad_norm: 6.4893 2020-08-02 07:30:11,976 - mmaction - INFO - Epoch [48][2320/3757] lr: 1.000e-03, eta: 4 days, 10:23:15, time: 1.758, data_time: 0.010, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5129, loss: 1.5129, grad_norm: 6.3688 2020-08-02 07:30:49,176 - mmaction - INFO - Epoch [48][2340/3757] lr: 1.000e-03, eta: 4 days, 10:22:17, time: 1.860, data_time: 0.178, memory: 5166, top1_acc: 0.6133, top5_acc: 0.8336, loss_cls: 1.5791, loss: 1.5791, grad_norm: 6.6142 2020-08-02 07:31:31,698 - mmaction - INFO - Epoch [48][2360/3757] lr: 1.000e-03, eta: 4 days, 10:22:19, time: 2.125, data_time: 0.480, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8383, loss_cls: 1.4884, loss: 1.4884, grad_norm: 6.4739 2020-08-02 07:32:08,844 - mmaction - INFO - Epoch [48][2380/3757] lr: 1.000e-03, eta: 4 days, 10:21:20, time: 1.858, data_time: 0.328, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8367, loss_cls: 1.5085, loss: 1.5085, grad_norm: 6.3285 2020-08-02 07:32:50,460 - mmaction - INFO - Epoch [48][2400/3757] lr: 1.000e-03, eta: 4 days, 10:21:11, time: 2.080, data_time: 0.842, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8398, loss_cls: 1.4654, loss: 1.4654, grad_norm: 6.2148 2020-08-02 07:33:29,042 - mmaction - INFO - Epoch [48][2420/3757] lr: 1.000e-03, eta: 4 days, 10:20:29, time: 1.930, data_time: 1.289, memory: 5166, top1_acc: 0.6133, top5_acc: 0.8281, loss_cls: 1.5670, loss: 1.5670, grad_norm: 6.3870 2020-08-02 07:34:04,954 - mmaction - INFO - Epoch [48][2440/3757] lr: 1.000e-03, eta: 4 days, 10:19:16, time: 1.797, data_time: 0.871, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8531, loss_cls: 1.4674, loss: 1.4674, grad_norm: 6.3865 2020-08-02 07:34:43,749 - mmaction - INFO - Epoch [48][2460/3757] lr: 1.000e-03, eta: 4 days, 10:18:34, time: 1.934, data_time: 0.662, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8305, loss_cls: 1.4425, loss: 1.4425, grad_norm: 6.3324 2020-08-02 07:35:23,275 - mmaction - INFO - Epoch [48][2480/3757] lr: 1.000e-03, eta: 4 days, 10:18:03, time: 1.978, data_time: 0.501, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8367, loss_cls: 1.4723, loss: 1.4723, grad_norm: 6.3813 2020-08-02 07:36:03,078 - mmaction - INFO - Epoch [48][2500/3757] lr: 1.000e-03, eta: 4 days, 10:17:34, time: 1.994, data_time: 0.026, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8555, loss_cls: 1.4729, loss: 1.4729, grad_norm: 6.3940 2020-08-02 07:36:43,912 - mmaction - INFO - Epoch [48][2520/3757] lr: 1.000e-03, eta: 4 days, 10:17:16, time: 2.039, data_time: 0.008, memory: 5166, top1_acc: 0.6227, top5_acc: 0.8289, loss_cls: 1.5469, loss: 1.5469, grad_norm: 6.5276 2020-08-02 07:37:20,423 - mmaction - INFO - Epoch [48][2540/3757] lr: 1.000e-03, eta: 4 days, 10:16:11, time: 1.828, data_time: 0.008, memory: 5166, top1_acc: 0.6172, top5_acc: 0.8469, loss_cls: 1.5078, loss: 1.5078, grad_norm: 6.4996 2020-08-02 07:37:57,573 - mmaction - INFO - Epoch [48][2560/3757] lr: 1.000e-03, eta: 4 days, 10:15:12, time: 1.856, data_time: 0.282, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.3622, loss: 1.3622, grad_norm: 6.2834 2020-08-02 07:38:38,192 - mmaction - INFO - Epoch [48][2580/3757] lr: 1.000e-03, eta: 4 days, 10:14:52, time: 2.031, data_time: 0.697, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8367, loss_cls: 1.5008, loss: 1.5008, grad_norm: 6.4991 2020-08-02 07:39:20,685 - mmaction - INFO - Epoch [48][2600/3757] lr: 1.000e-03, eta: 4 days, 10:14:52, time: 2.123, data_time: 1.448, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8422, loss_cls: 1.5255, loss: 1.5255, grad_norm: 6.3592 2020-08-02 07:39:58,338 - mmaction - INFO - Epoch [48][2620/3757] lr: 1.000e-03, eta: 4 days, 10:13:59, time: 1.883, data_time: 1.231, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.4998, loss: 1.4998, grad_norm: 6.6211 2020-08-02 07:40:37,691 - mmaction - INFO - Epoch [48][2640/3757] lr: 1.000e-03, eta: 4 days, 10:13:24, time: 1.963, data_time: 0.477, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8492, loss_cls: 1.4603, loss: 1.4603, grad_norm: 6.5414 2020-08-02 07:41:15,212 - mmaction - INFO - Epoch [48][2660/3757] lr: 1.000e-03, eta: 4 days, 10:12:31, time: 1.882, data_time: 0.178, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8398, loss_cls: 1.4628, loss: 1.4628, grad_norm: 6.2854 2020-08-02 07:41:54,389 - mmaction - INFO - Epoch [48][2680/3757] lr: 1.000e-03, eta: 4 days, 10:11:53, time: 1.951, data_time: 0.009, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8367, loss_cls: 1.5319, loss: 1.5319, grad_norm: 6.5673 2020-08-02 07:42:35,878 - mmaction - INFO - Epoch [48][2700/3757] lr: 1.000e-03, eta: 4 days, 10:11:45, time: 2.083, data_time: 0.013, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4521, loss: 1.4521, grad_norm: 6.3835 2020-08-02 07:43:11,859 - mmaction - INFO - Epoch [48][2720/3757] lr: 1.000e-03, eta: 4 days, 10:10:31, time: 1.790, data_time: 0.016, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8414, loss_cls: 1.4644, loss: 1.4644, grad_norm: 6.3534 2020-08-02 07:43:52,923 - mmaction - INFO - Epoch [48][2740/3757] lr: 1.000e-03, eta: 4 days, 10:10:17, time: 2.058, data_time: 0.251, memory: 5166, top1_acc: 0.6250, top5_acc: 0.8453, loss_cls: 1.4906, loss: 1.4906, grad_norm: 6.4503 2020-08-02 07:44:30,373 - mmaction - INFO - Epoch [48][2760/3757] lr: 1.000e-03, eta: 4 days, 10:09:23, time: 1.876, data_time: 0.152, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.4749, loss: 1.4749, grad_norm: 6.3247 2020-08-02 07:45:07,262 - mmaction - INFO - Epoch [48][2780/3757] lr: 1.000e-03, eta: 4 days, 10:08:21, time: 1.845, data_time: 0.054, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8367, loss_cls: 1.4841, loss: 1.4841, grad_norm: 6.2717 2020-08-02 07:45:48,079 - mmaction - INFO - Epoch [48][2800/3757] lr: 1.000e-03, eta: 4 days, 10:08:03, time: 2.040, data_time: 0.080, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8289, loss_cls: 1.5503, loss: 1.5503, grad_norm: 6.4959 2020-08-02 07:46:28,205 - mmaction - INFO - Epoch [48][2820/3757] lr: 1.000e-03, eta: 4 days, 10:07:37, time: 2.006, data_time: 0.010, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8531, loss_cls: 1.4785, loss: 1.4785, grad_norm: 6.5012 2020-08-02 07:47:04,670 - mmaction - INFO - Epoch [48][2840/3757] lr: 1.000e-03, eta: 4 days, 10:06:30, time: 1.818, data_time: 0.010, memory: 5166, top1_acc: 0.6180, top5_acc: 0.8195, loss_cls: 1.5914, loss: 1.5914, grad_norm: 6.6082 2020-08-02 07:47:46,015 - mmaction - INFO - Epoch [48][2860/3757] lr: 1.000e-03, eta: 4 days, 10:06:19, time: 2.071, data_time: 0.010, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8484, loss_cls: 1.4562, loss: 1.4562, grad_norm: 6.2680 2020-08-02 07:48:20,517 - mmaction - INFO - Epoch [48][2880/3757] lr: 1.000e-03, eta: 4 days, 10:04:51, time: 1.725, data_time: 0.183, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8266, loss_cls: 1.5897, loss: 1.5897, grad_norm: 6.5178 2020-08-02 07:49:03,265 - mmaction - INFO - Epoch [48][2900/3757] lr: 1.000e-03, eta: 4 days, 10:04:55, time: 2.139, data_time: 0.167, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8391, loss_cls: 1.5546, loss: 1.5546, grad_norm: 6.5116 2020-08-02 07:49:39,552 - mmaction - INFO - Epoch [48][2920/3757] lr: 1.000e-03, eta: 4 days, 10:03:45, time: 1.808, data_time: 0.009, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.4276, loss: 1.4276, grad_norm: 6.2269 2020-08-02 07:50:21,796 - mmaction - INFO - Epoch [48][2940/3757] lr: 1.000e-03, eta: 4 days, 10:03:44, time: 2.117, data_time: 0.011, memory: 5166, top1_acc: 0.6188, top5_acc: 0.8203, loss_cls: 1.5882, loss: 1.5882, grad_norm: 6.5918 2020-08-02 07:51:00,690 - mmaction - INFO - Epoch [48][2960/3757] lr: 1.000e-03, eta: 4 days, 10:03:05, time: 1.946, data_time: 0.241, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.4460, loss: 1.4460, grad_norm: 6.5150 2020-08-02 07:51:42,713 - mmaction - INFO - Epoch [48][2980/3757] lr: 1.000e-03, eta: 4 days, 10:02:58, time: 2.094, data_time: 0.313, memory: 5166, top1_acc: 0.6203, top5_acc: 0.8289, loss_cls: 1.5736, loss: 1.5736, grad_norm: 6.6473 2020-08-02 07:52:20,085 - mmaction - INFO - Epoch [48][3000/3757] lr: 1.000e-03, eta: 4 days, 10:02:04, time: 1.875, data_time: 0.060, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4716, loss: 1.4716, grad_norm: 6.2970 2020-08-02 07:53:03,241 - mmaction - INFO - Epoch [48][3020/3757] lr: 1.000e-03, eta: 4 days, 10:02:10, time: 2.153, data_time: 0.011, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8359, loss_cls: 1.5243, loss: 1.5243, grad_norm: 6.4510 2020-08-02 07:53:39,920 - mmaction - INFO - Epoch [48][3040/3757] lr: 1.000e-03, eta: 4 days, 10:01:06, time: 1.834, data_time: 0.165, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8609, loss_cls: 1.4528, loss: 1.4528, grad_norm: 6.4192 2020-08-02 07:54:21,804 - mmaction - INFO - Epoch [48][3060/3757] lr: 1.000e-03, eta: 4 days, 10:01:01, time: 2.102, data_time: 0.401, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.4580, loss: 1.4580, grad_norm: 6.4305 2020-08-02 07:54:58,413 - mmaction - INFO - Epoch [48][3080/3757] lr: 1.000e-03, eta: 4 days, 9:59:55, time: 1.824, data_time: 0.231, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8539, loss_cls: 1.4802, loss: 1.4802, grad_norm: 6.5575 2020-08-02 07:55:38,952 - mmaction - INFO - Epoch [48][3100/3757] lr: 1.000e-03, eta: 4 days, 9:59:35, time: 2.031, data_time: 1.380, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.4050, loss: 1.4050, grad_norm: 6.2873 2020-08-02 07:56:14,503 - mmaction - INFO - Epoch [48][3120/3757] lr: 1.000e-03, eta: 4 days, 9:58:18, time: 1.771, data_time: 1.088, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.4330, loss: 1.4330, grad_norm: 6.4092 2020-08-02 07:56:59,272 - mmaction - INFO - Epoch [48][3140/3757] lr: 1.000e-03, eta: 4 days, 9:58:43, time: 2.243, data_time: 1.006, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8461, loss_cls: 1.4889, loss: 1.4889, grad_norm: 6.4748 2020-08-02 07:57:33,900 - mmaction - INFO - Epoch [48][3160/3757] lr: 1.000e-03, eta: 4 days, 9:57:18, time: 1.735, data_time: 0.649, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8469, loss_cls: 1.4903, loss: 1.4903, grad_norm: 6.2958 2020-08-02 07:58:13,854 - mmaction - INFO - Epoch [48][3180/3757] lr: 1.000e-03, eta: 4 days, 9:56:50, time: 1.996, data_time: 0.079, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3647, loss: 1.3647, grad_norm: 6.2102 2020-08-02 07:58:52,630 - mmaction - INFO - Epoch [48][3200/3757] lr: 1.000e-03, eta: 4 days, 9:56:10, time: 1.939, data_time: 0.335, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8391, loss_cls: 1.5377, loss: 1.5377, grad_norm: 6.7131 2020-08-02 07:59:34,362 - mmaction - INFO - Epoch [48][3220/3757] lr: 1.000e-03, eta: 4 days, 9:56:00, time: 2.081, data_time: 0.054, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8359, loss_cls: 1.4794, loss: 1.4794, grad_norm: 6.4092 2020-08-02 08:00:11,499 - mmaction - INFO - Epoch [48][3240/3757] lr: 1.000e-03, eta: 4 days, 9:54:59, time: 1.846, data_time: 0.010, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8336, loss_cls: 1.5545, loss: 1.5545, grad_norm: 6.6083 2020-08-02 08:00:50,536 - mmaction - INFO - Epoch [48][3260/3757] lr: 1.000e-03, eta: 4 days, 9:54:25, time: 1.968, data_time: 0.053, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8406, loss_cls: 1.4641, loss: 1.4641, grad_norm: 6.4185 2020-08-02 08:01:31,621 - mmaction - INFO - Epoch [48][3280/3757] lr: 1.000e-03, eta: 4 days, 9:54:07, time: 2.048, data_time: 0.135, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8508, loss_cls: 1.4715, loss: 1.4715, grad_norm: 6.4566 2020-08-02 08:02:10,000 - mmaction - INFO - Epoch [48][3300/3757] lr: 1.000e-03, eta: 4 days, 9:53:24, time: 1.925, data_time: 0.012, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.5483, loss: 1.5483, grad_norm: 6.5473 2020-08-02 08:02:52,209 - mmaction - INFO - Epoch [48][3320/3757] lr: 1.000e-03, eta: 4 days, 9:53:19, time: 2.106, data_time: 0.005, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4425, loss: 1.4425, grad_norm: 6.3664 2020-08-02 08:03:27,196 - mmaction - INFO - Epoch [48][3340/3757] lr: 1.000e-03, eta: 4 days, 9:51:59, time: 1.756, data_time: 0.010, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8531, loss_cls: 1.4089, loss: 1.4089, grad_norm: 6.5994 2020-08-02 08:04:03,219 - mmaction - INFO - Epoch [48][3360/3757] lr: 1.000e-03, eta: 4 days, 9:50:49, time: 1.798, data_time: 0.041, memory: 5166, top1_acc: 0.6234, top5_acc: 0.8344, loss_cls: 1.5345, loss: 1.5345, grad_norm: 6.5381 2020-08-02 08:04:43,332 - mmaction - INFO - Epoch [48][3380/3757] lr: 1.000e-03, eta: 4 days, 9:50:23, time: 2.007, data_time: 1.018, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8258, loss_cls: 1.5122, loss: 1.5122, grad_norm: 6.4070 2020-08-02 08:05:20,139 - mmaction - INFO - Epoch [48][3400/3757] lr: 1.000e-03, eta: 4 days, 9:49:20, time: 1.834, data_time: 1.272, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8344, loss_cls: 1.5368, loss: 1.5368, grad_norm: 6.5311 2020-08-02 08:06:01,620 - mmaction - INFO - Epoch [48][3420/3757] lr: 1.000e-03, eta: 4 days, 9:49:09, time: 2.077, data_time: 0.697, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8391, loss_cls: 1.4787, loss: 1.4787, grad_norm: 6.5304 2020-08-02 08:06:39,903 - mmaction - INFO - Epoch [48][3440/3757] lr: 1.000e-03, eta: 4 days, 9:48:24, time: 1.918, data_time: 0.012, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8180, loss_cls: 1.5899, loss: 1.5899, grad_norm: 6.3767 2020-08-02 08:07:19,235 - mmaction - INFO - Epoch [48][3460/3757] lr: 1.000e-03, eta: 4 days, 9:47:47, time: 1.958, data_time: 0.008, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.5018, loss: 1.5018, grad_norm: 6.4986 2020-08-02 08:07:54,648 - mmaction - INFO - Epoch [48][3480/3757] lr: 1.000e-03, eta: 4 days, 9:46:33, time: 1.780, data_time: 0.163, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8555, loss_cls: 1.3742, loss: 1.3742, grad_norm: 6.3280 2020-08-02 08:08:33,466 - mmaction - INFO - Epoch [48][3500/3757] lr: 1.000e-03, eta: 4 days, 9:45:52, time: 1.936, data_time: 0.012, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8289, loss_cls: 1.5270, loss: 1.5270, grad_norm: 6.3932 2020-08-02 08:09:10,216 - mmaction - INFO - Epoch [48][3520/3757] lr: 1.000e-03, eta: 4 days, 9:44:51, time: 1.841, data_time: 0.010, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8352, loss_cls: 1.5526, loss: 1.5526, grad_norm: 6.5964 2020-08-02 08:09:51,983 - mmaction - INFO - Epoch [48][3540/3757] lr: 1.000e-03, eta: 4 days, 9:44:41, time: 2.083, data_time: 0.009, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8273, loss_cls: 1.5724, loss: 1.5724, grad_norm: 6.5331 2020-08-02 08:10:29,681 - mmaction - INFO - Epoch [48][3560/3757] lr: 1.000e-03, eta: 4 days, 9:43:49, time: 1.887, data_time: 0.009, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8453, loss_cls: 1.4133, loss: 1.4133, grad_norm: 6.2536 2020-08-02 08:11:08,784 - mmaction - INFO - Epoch [48][3580/3757] lr: 1.000e-03, eta: 4 days, 9:43:12, time: 1.954, data_time: 0.072, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8586, loss_cls: 1.4040, loss: 1.4040, grad_norm: 6.3098 2020-08-02 08:11:49,566 - mmaction - INFO - Epoch [48][3600/3757] lr: 1.000e-03, eta: 4 days, 9:42:52, time: 2.036, data_time: 0.658, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.5036, loss: 1.5036, grad_norm: 6.3537 2020-08-02 08:12:25,357 - mmaction - INFO - Epoch [48][3620/3757] lr: 1.000e-03, eta: 4 days, 9:41:42, time: 1.797, data_time: 0.789, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8305, loss_cls: 1.5255, loss: 1.5255, grad_norm: 6.5026 2020-08-02 08:13:07,669 - mmaction - INFO - Epoch [48][3640/3757] lr: 1.000e-03, eta: 4 days, 9:41:38, time: 2.115, data_time: 0.127, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8531, loss_cls: 1.4224, loss: 1.4224, grad_norm: 6.3689 2020-08-02 08:13:45,467 - mmaction - INFO - Epoch [48][3660/3757] lr: 1.000e-03, eta: 4 days, 9:40:46, time: 1.883, data_time: 0.009, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8281, loss_cls: 1.4904, loss: 1.4904, grad_norm: 6.4212 2020-08-02 08:14:25,309 - mmaction - INFO - Epoch [48][3680/3757] lr: 1.000e-03, eta: 4 days, 9:40:18, time: 1.999, data_time: 0.021, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8187, loss_cls: 1.5999, loss: 1.5999, grad_norm: 6.4533 2020-08-02 08:15:03,110 - mmaction - INFO - Epoch [48][3700/3757] lr: 1.000e-03, eta: 4 days, 9:39:27, time: 1.888, data_time: 0.008, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8586, loss_cls: 1.4101, loss: 1.4101, grad_norm: 6.3017 2020-08-02 08:15:42,372 - mmaction - INFO - Epoch [48][3720/3757] lr: 1.000e-03, eta: 4 days, 9:38:52, time: 1.966, data_time: 0.005, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8328, loss_cls: 1.5699, loss: 1.5699, grad_norm: 6.5348 2020-08-02 08:16:25,612 - mmaction - INFO - Epoch [48][3740/3757] lr: 1.000e-03, eta: 4 days, 9:38:57, time: 2.160, data_time: 0.010, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.4835, loss: 1.4835, grad_norm: 6.3843 2020-08-02 08:16:50,453 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-08-02 08:17:49,996 - mmaction - INFO - Epoch [49][20/3757] lr: 1.000e-03, eta: 4 days, 9:35:15, time: 2.878, data_time: 1.266, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8414, loss_cls: 1.4788, loss: 1.4788, grad_norm: 6.4124 2020-08-02 08:18:29,867 - mmaction - INFO - Epoch [49][40/3757] lr: 1.000e-03, eta: 4 days, 9:34:47, time: 1.997, data_time: 0.022, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.5101, loss: 1.5101, grad_norm: 6.4541 2020-08-02 08:19:07,873 - mmaction - INFO - Epoch [49][60/3757] lr: 1.000e-03, eta: 4 days, 9:33:59, time: 1.903, data_time: 0.013, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8539, loss_cls: 1.4135, loss: 1.4135, grad_norm: 6.3874 2020-08-02 08:19:45,443 - mmaction - INFO - Epoch [49][80/3757] lr: 1.000e-03, eta: 4 days, 9:33:06, time: 1.878, data_time: 0.117, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.4993, loss: 1.4993, grad_norm: 6.5256 2020-08-02 08:20:27,822 - mmaction - INFO - Epoch [49][100/3757] lr: 1.000e-03, eta: 4 days, 9:33:02, time: 2.116, data_time: 0.320, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.4683, loss: 1.4683, grad_norm: 6.3802 2020-08-02 08:21:03,760 - mmaction - INFO - Epoch [49][120/3757] lr: 1.000e-03, eta: 4 days, 9:31:53, time: 1.800, data_time: 0.008, memory: 5166, top1_acc: 0.6133, top5_acc: 0.8297, loss_cls: 1.5613, loss: 1.5613, grad_norm: 6.4175 2020-08-02 08:21:47,770 - mmaction - INFO - Epoch [49][140/3757] lr: 1.000e-03, eta: 4 days, 9:32:06, time: 2.195, data_time: 0.011, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8547, loss_cls: 1.4790, loss: 1.4790, grad_norm: 6.2938 2020-08-02 08:22:23,858 - mmaction - INFO - Epoch [49][160/3757] lr: 1.000e-03, eta: 4 days, 9:30:58, time: 1.806, data_time: 0.008, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8391, loss_cls: 1.4681, loss: 1.4681, grad_norm: 6.4222 2020-08-02 08:23:03,299 - mmaction - INFO - Epoch [49][180/3757] lr: 1.000e-03, eta: 4 days, 9:30:25, time: 1.975, data_time: 0.077, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8688, loss_cls: 1.3506, loss: 1.3506, grad_norm: 6.2567 2020-08-02 08:23:45,689 - mmaction - INFO - Epoch [49][200/3757] lr: 1.000e-03, eta: 4 days, 9:30:22, time: 2.118, data_time: 0.004, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8516, loss_cls: 1.4170, loss: 1.4170, grad_norm: 6.2689 2020-08-02 08:24:19,278 - mmaction - INFO - Epoch [49][220/3757] lr: 1.000e-03, eta: 4 days, 9:28:48, time: 1.681, data_time: 0.005, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8562, loss_cls: 1.4130, loss: 1.4130, grad_norm: 6.2343 2020-08-02 08:24:59,777 - mmaction - INFO - Epoch [49][240/3757] lr: 1.000e-03, eta: 4 days, 9:28:24, time: 2.019, data_time: 0.052, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8508, loss_cls: 1.4660, loss: 1.4660, grad_norm: 6.2585 2020-08-02 08:25:38,963 - mmaction - INFO - Epoch [49][260/3757] lr: 1.000e-03, eta: 4 days, 9:27:49, time: 1.965, data_time: 0.010, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8586, loss_cls: 1.4519, loss: 1.4519, grad_norm: 6.3612 2020-08-02 08:26:17,243 - mmaction - INFO - Epoch [49][280/3757] lr: 1.000e-03, eta: 4 days, 9:27:02, time: 1.906, data_time: 0.008, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8531, loss_cls: 1.3841, loss: 1.3841, grad_norm: 6.2646 2020-08-02 08:26:56,310 - mmaction - INFO - Epoch [49][300/3757] lr: 1.000e-03, eta: 4 days, 9:26:26, time: 1.960, data_time: 0.011, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4596, loss: 1.4596, grad_norm: 6.3475 2020-08-02 08:27:35,138 - mmaction - INFO - Epoch [49][320/3757] lr: 1.000e-03, eta: 4 days, 9:25:45, time: 1.935, data_time: 0.010, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.4723, loss: 1.4723, grad_norm: 6.3518 2020-08-02 08:28:11,355 - mmaction - INFO - Epoch [49][340/3757] lr: 1.000e-03, eta: 4 days, 9:24:40, time: 1.819, data_time: 0.124, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8398, loss_cls: 1.5291, loss: 1.5291, grad_norm: 6.6146 2020-08-02 08:28:55,079 - mmaction - INFO - Epoch [49][360/3757] lr: 1.000e-03, eta: 4 days, 9:24:49, time: 2.180, data_time: 0.361, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8438, loss_cls: 1.4378, loss: 1.4378, grad_norm: 6.4157 2020-08-02 08:29:33,273 - mmaction - INFO - Epoch [49][380/3757] lr: 1.000e-03, eta: 4 days, 9:24:03, time: 1.914, data_time: 0.009, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8516, loss_cls: 1.4519, loss: 1.4519, grad_norm: 6.3544 2020-08-02 08:30:13,028 - mmaction - INFO - Epoch [49][400/3757] lr: 1.000e-03, eta: 4 days, 9:23:33, time: 1.989, data_time: 0.004, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8352, loss_cls: 1.4751, loss: 1.4751, grad_norm: 6.4508 2020-08-02 08:30:48,822 - mmaction - INFO - Epoch [49][420/3757] lr: 1.000e-03, eta: 4 days, 9:22:23, time: 1.791, data_time: 0.003, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8367, loss_cls: 1.5012, loss: 1.5012, grad_norm: 6.4416 2020-08-02 08:31:26,344 - mmaction - INFO - Epoch [49][440/3757] lr: 1.000e-03, eta: 4 days, 9:21:30, time: 1.876, data_time: 0.153, memory: 5166, top1_acc: 0.6211, top5_acc: 0.8508, loss_cls: 1.5187, loss: 1.5187, grad_norm: 6.4312 2020-08-02 08:32:08,755 - mmaction - INFO - Epoch [49][460/3757] lr: 1.000e-03, eta: 4 days, 9:21:24, time: 2.111, data_time: 0.481, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8289, loss_cls: 1.5165, loss: 1.5165, grad_norm: 6.4394 2020-08-02 08:32:48,567 - mmaction - INFO - Epoch [49][480/3757] lr: 1.000e-03, eta: 4 days, 9:20:56, time: 1.997, data_time: 0.125, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8281, loss_cls: 1.5980, loss: 1.5980, grad_norm: 6.6389 2020-08-02 08:33:24,615 - mmaction - INFO - Epoch [49][500/3757] lr: 1.000e-03, eta: 4 days, 9:19:48, time: 1.804, data_time: 0.011, memory: 5166, top1_acc: 0.6273, top5_acc: 0.8375, loss_cls: 1.5348, loss: 1.5348, grad_norm: 6.4225 2020-08-02 08:34:06,934 - mmaction - INFO - Epoch [49][520/3757] lr: 1.000e-03, eta: 4 days, 9:19:43, time: 2.114, data_time: 0.052, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8414, loss_cls: 1.4878, loss: 1.4878, grad_norm: 6.4107 2020-08-02 08:34:46,652 - mmaction - INFO - Epoch [49][540/3757] lr: 1.000e-03, eta: 4 days, 9:19:11, time: 1.980, data_time: 0.131, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4566, loss: 1.4566, grad_norm: 6.3885 2020-08-02 08:35:24,264 - mmaction - INFO - Epoch [49][560/3757] lr: 1.000e-03, eta: 4 days, 9:18:19, time: 1.882, data_time: 0.624, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.4678, loss: 1.4678, grad_norm: 6.5782 2020-08-02 08:36:00,652 - mmaction - INFO - Epoch [49][580/3757] lr: 1.000e-03, eta: 4 days, 9:17:16, time: 1.826, data_time: 0.105, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8578, loss_cls: 1.4154, loss: 1.4154, grad_norm: 6.4320 2020-08-02 08:36:40,847 - mmaction - INFO - Epoch [49][600/3757] lr: 1.000e-03, eta: 4 days, 9:16:50, time: 2.010, data_time: 0.250, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8539, loss_cls: 1.4447, loss: 1.4447, grad_norm: 6.5344 2020-08-02 08:37:22,597 - mmaction - INFO - Epoch [49][620/3757] lr: 1.000e-03, eta: 4 days, 9:16:39, time: 2.085, data_time: 0.454, memory: 5166, top1_acc: 0.6250, top5_acc: 0.8383, loss_cls: 1.5275, loss: 1.5275, grad_norm: 6.7093 2020-08-02 08:37:57,883 - mmaction - INFO - Epoch [49][640/3757] lr: 1.000e-03, eta: 4 days, 9:15:22, time: 1.757, data_time: 1.184, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.4956, loss: 1.4956, grad_norm: 6.4517 2020-08-02 08:38:39,319 - mmaction - INFO - Epoch [49][660/3757] lr: 1.000e-03, eta: 4 days, 9:15:10, time: 2.076, data_time: 1.141, memory: 5166, top1_acc: 0.6086, top5_acc: 0.8227, loss_cls: 1.5898, loss: 1.5898, grad_norm: 6.8170 2020-08-02 08:39:13,909 - mmaction - INFO - Epoch [49][680/3757] lr: 1.000e-03, eta: 4 days, 9:13:48, time: 1.731, data_time: 0.555, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8398, loss_cls: 1.4497, loss: 1.4497, grad_norm: 6.2802 2020-08-02 08:39:55,179 - mmaction - INFO - Epoch [49][700/3757] lr: 1.000e-03, eta: 4 days, 9:13:33, time: 2.067, data_time: 1.093, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8367, loss_cls: 1.5097, loss: 1.5097, grad_norm: 6.3095 2020-08-02 08:40:32,418 - mmaction - INFO - Epoch [49][720/3757] lr: 1.000e-03, eta: 4 days, 9:12:36, time: 1.855, data_time: 1.296, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8562, loss_cls: 1.4225, loss: 1.4225, grad_norm: 6.4039 2020-08-02 08:41:11,352 - mmaction - INFO - Epoch [49][740/3757] lr: 1.000e-03, eta: 4 days, 9:11:58, time: 1.952, data_time: 0.813, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4196, loss: 1.4196, grad_norm: 6.1524 2020-08-02 08:41:51,835 - mmaction - INFO - Epoch [49][760/3757] lr: 1.000e-03, eta: 4 days, 9:11:33, time: 2.016, data_time: 1.206, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8445, loss_cls: 1.4841, loss: 1.4841, grad_norm: 6.4750 2020-08-02 08:42:28,779 - mmaction - INFO - Epoch [49][780/3757] lr: 1.000e-03, eta: 4 days, 9:10:37, time: 1.856, data_time: 1.029, memory: 5166, top1_acc: 0.6227, top5_acc: 0.8508, loss_cls: 1.4743, loss: 1.4743, grad_norm: 6.5596 2020-08-02 08:43:09,989 - mmaction - INFO - Epoch [49][800/3757] lr: 1.000e-03, eta: 4 days, 9:10:20, time: 2.060, data_time: 1.162, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8133, loss_cls: 1.5824, loss: 1.5824, grad_norm: 6.5891 2020-08-02 08:43:47,693 - mmaction - INFO - Epoch [49][820/3757] lr: 1.000e-03, eta: 4 days, 9:09:29, time: 1.884, data_time: 0.155, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8211, loss_cls: 1.4934, loss: 1.4934, grad_norm: 6.3815 2020-08-02 08:44:25,725 - mmaction - INFO - Epoch [49][840/3757] lr: 1.000e-03, eta: 4 days, 9:08:41, time: 1.901, data_time: 0.339, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8328, loss_cls: 1.5288, loss: 1.5288, grad_norm: 6.4873 2020-08-02 08:45:02,710 - mmaction - INFO - Epoch [49][860/3757] lr: 1.000e-03, eta: 4 days, 9:07:44, time: 1.852, data_time: 0.043, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8414, loss_cls: 1.4654, loss: 1.4654, grad_norm: 6.4664 2020-08-02 08:45:45,317 - mmaction - INFO - Epoch [49][880/3757] lr: 1.000e-03, eta: 4 days, 9:07:41, time: 2.130, data_time: 0.003, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8523, loss_cls: 1.4378, loss: 1.4378, grad_norm: 6.6152 2020-08-02 08:46:19,437 - mmaction - INFO - Epoch [49][900/3757] lr: 1.000e-03, eta: 4 days, 9:06:14, time: 1.700, data_time: 0.007, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.4059, loss: 1.4059, grad_norm: 6.2079 2020-08-02 08:47:00,521 - mmaction - INFO - Epoch [49][920/3757] lr: 1.000e-03, eta: 4 days, 9:05:57, time: 2.060, data_time: 0.468, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8398, loss_cls: 1.4971, loss: 1.4971, grad_norm: 6.4529 2020-08-02 08:47:38,657 - mmaction - INFO - Epoch [49][940/3757] lr: 1.000e-03, eta: 4 days, 9:05:09, time: 1.901, data_time: 0.216, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8383, loss_cls: 1.4426, loss: 1.4426, grad_norm: 6.4275 2020-08-02 08:48:17,686 - mmaction - INFO - Epoch [49][960/3757] lr: 1.000e-03, eta: 4 days, 9:04:33, time: 1.957, data_time: 0.059, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8445, loss_cls: 1.4117, loss: 1.4117, grad_norm: 6.3552 2020-08-02 08:48:53,540 - mmaction - INFO - Epoch [49][980/3757] lr: 1.000e-03, eta: 4 days, 9:03:22, time: 1.786, data_time: 0.031, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8383, loss_cls: 1.5093, loss: 1.5093, grad_norm: 6.5749 2020-08-02 08:49:32,554 - mmaction - INFO - Epoch [49][1000/3757] lr: 1.000e-03, eta: 4 days, 9:02:46, time: 1.958, data_time: 0.115, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8469, loss_cls: 1.4462, loss: 1.4462, grad_norm: 6.5213 2020-08-02 08:50:14,167 - mmaction - INFO - Epoch [49][1020/3757] lr: 1.000e-03, eta: 4 days, 9:02:33, time: 2.078, data_time: 0.009, memory: 5166, top1_acc: 0.6086, top5_acc: 0.8031, loss_cls: 1.6373, loss: 1.6373, grad_norm: 6.7144 2020-08-02 08:50:50,916 - mmaction - INFO - Epoch [49][1040/3757] lr: 1.000e-03, eta: 4 days, 9:01:33, time: 1.839, data_time: 0.009, memory: 5166, top1_acc: 0.6180, top5_acc: 0.8273, loss_cls: 1.5965, loss: 1.5965, grad_norm: 6.7159 2020-08-02 08:51:33,257 - mmaction - INFO - Epoch [49][1060/3757] lr: 1.000e-03, eta: 4 days, 9:01:27, time: 2.114, data_time: 0.010, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.3764, loss: 1.3764, grad_norm: 6.3716 2020-08-02 08:52:12,607 - mmaction - INFO - Epoch [49][1080/3757] lr: 1.000e-03, eta: 4 days, 9:00:53, time: 1.971, data_time: 0.012, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8336, loss_cls: 1.4499, loss: 1.4499, grad_norm: 6.2607 2020-08-02 08:52:50,401 - mmaction - INFO - Epoch [49][1100/3757] lr: 1.000e-03, eta: 4 days, 9:00:03, time: 1.888, data_time: 0.025, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8461, loss_cls: 1.4387, loss: 1.4387, grad_norm: 6.3231 2020-08-02 08:53:33,749 - mmaction - INFO - Epoch [49][1120/3757] lr: 1.000e-03, eta: 4 days, 9:00:07, time: 2.166, data_time: 0.053, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4563, loss: 1.4563, grad_norm: 6.3101 2020-08-02 08:54:12,661 - mmaction - INFO - Epoch [49][1140/3757] lr: 1.000e-03, eta: 4 days, 8:59:29, time: 1.951, data_time: 0.009, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8586, loss_cls: 1.4057, loss: 1.4057, grad_norm: 6.3540 2020-08-02 08:54:49,323 - mmaction - INFO - Epoch [49][1160/3757] lr: 1.000e-03, eta: 4 days, 8:58:26, time: 1.824, data_time: 0.060, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8453, loss_cls: 1.4815, loss: 1.4815, grad_norm: 6.3768 2020-08-02 08:55:27,238 - mmaction - INFO - Epoch [49][1180/3757] lr: 1.000e-03, eta: 4 days, 8:57:39, time: 1.905, data_time: 0.012, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8266, loss_cls: 1.5144, loss: 1.5144, grad_norm: 6.4989 2020-08-02 08:56:05,507 - mmaction - INFO - Epoch [49][1200/3757] lr: 1.000e-03, eta: 4 days, 8:56:54, time: 1.913, data_time: 0.003, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8516, loss_cls: 1.4391, loss: 1.4391, grad_norm: 6.5529 2020-08-02 08:56:43,896 - mmaction - INFO - Epoch [49][1220/3757] lr: 1.000e-03, eta: 4 days, 8:56:10, time: 1.921, data_time: 0.101, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8438, loss_cls: 1.4467, loss: 1.4467, grad_norm: 6.4557 2020-08-02 08:57:21,823 - mmaction - INFO - Epoch [49][1240/3757] lr: 1.000e-03, eta: 4 days, 8:55:20, time: 1.887, data_time: 0.347, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.5218, loss: 1.5218, grad_norm: 6.4512 2020-08-02 08:58:04,118 - mmaction - INFO - Epoch [49][1260/3757] lr: 1.000e-03, eta: 4 days, 8:55:15, time: 2.121, data_time: 0.257, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4447, loss: 1.4447, grad_norm: 6.5743 2020-08-02 08:58:40,553 - mmaction - INFO - Epoch [49][1280/3757] lr: 1.000e-03, eta: 4 days, 8:54:12, time: 1.825, data_time: 0.381, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8461, loss_cls: 1.4379, loss: 1.4379, grad_norm: 6.5292 2020-08-02 08:59:19,539 - mmaction - INFO - Epoch [49][1300/3757] lr: 1.000e-03, eta: 4 days, 8:53:33, time: 1.945, data_time: 0.295, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4403, loss: 1.4403, grad_norm: 6.5865 2020-08-02 08:59:59,111 - mmaction - INFO - Epoch [49][1320/3757] lr: 1.000e-03, eta: 4 days, 8:52:55, time: 1.951, data_time: 0.013, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8570, loss_cls: 1.4282, loss: 1.4282, grad_norm: 6.5835 2020-08-02 09:00:39,218 - mmaction - INFO - Epoch [49][1340/3757] lr: 1.000e-03, eta: 4 days, 8:52:32, time: 2.026, data_time: 0.069, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8219, loss_cls: 1.5782, loss: 1.5782, grad_norm: 6.5546 2020-08-02 09:01:18,258 - mmaction - INFO - Epoch [49][1360/3757] lr: 1.000e-03, eta: 4 days, 8:51:55, time: 1.955, data_time: 0.025, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8359, loss_cls: 1.5698, loss: 1.5698, grad_norm: 6.7340 2020-08-02 09:01:54,731 - mmaction - INFO - Epoch [49][1380/3757] lr: 1.000e-03, eta: 4 days, 8:50:54, time: 1.832, data_time: 0.951, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8453, loss_cls: 1.4192, loss: 1.4192, grad_norm: 6.2273 2020-08-02 09:02:32,822 - mmaction - INFO - Epoch [49][1400/3757] lr: 1.000e-03, eta: 4 days, 8:50:06, time: 1.897, data_time: 1.115, memory: 5166, top1_acc: 0.6273, top5_acc: 0.8195, loss_cls: 1.5754, loss: 1.5754, grad_norm: 6.6348 2020-08-02 09:03:15,476 - mmaction - INFO - Epoch [49][1420/3757] lr: 1.000e-03, eta: 4 days, 8:50:03, time: 2.137, data_time: 0.131, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.5035, loss: 1.5035, grad_norm: 6.2616 2020-08-02 09:03:56,456 - mmaction - INFO - Epoch [49][1440/3757] lr: 1.000e-03, eta: 4 days, 8:49:44, time: 2.046, data_time: 0.010, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8406, loss_cls: 1.5047, loss: 1.5047, grad_norm: 6.3472 2020-08-02 09:04:34,758 - mmaction - INFO - Epoch [49][1460/3757] lr: 1.000e-03, eta: 4 days, 8:48:59, time: 1.918, data_time: 0.008, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8336, loss_cls: 1.4882, loss: 1.4882, grad_norm: 6.5969 2020-08-02 09:05:11,341 - mmaction - INFO - Epoch [49][1480/3757] lr: 1.000e-03, eta: 4 days, 8:47:59, time: 1.832, data_time: 0.008, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8305, loss_cls: 1.5800, loss: 1.5800, grad_norm: 6.6558 2020-08-02 09:05:50,477 - mmaction - INFO - Epoch [49][1500/3757] lr: 1.000e-03, eta: 4 days, 8:47:21, time: 1.955, data_time: 0.002, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4754, loss: 1.4754, grad_norm: 6.5207 2020-08-02 09:06:29,844 - mmaction - INFO - Epoch [49][1520/3757] lr: 1.000e-03, eta: 4 days, 8:46:46, time: 1.964, data_time: 0.010, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8266, loss_cls: 1.5367, loss: 1.5367, grad_norm: 6.4545 2020-08-02 09:07:06,309 - mmaction - INFO - Epoch [49][1540/3757] lr: 1.000e-03, eta: 4 days, 8:45:44, time: 1.827, data_time: 0.008, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8492, loss_cls: 1.4107, loss: 1.4107, grad_norm: 6.2875 2020-08-02 09:07:46,832 - mmaction - INFO - Epoch [49][1560/3757] lr: 1.000e-03, eta: 4 days, 8:45:21, time: 2.025, data_time: 0.471, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3967, loss: 1.3967, grad_norm: 6.2729 2020-08-02 09:08:25,770 - mmaction - INFO - Epoch [49][1580/3757] lr: 1.000e-03, eta: 4 days, 8:44:42, time: 1.950, data_time: 0.086, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.4742, loss: 1.4742, grad_norm: 6.4801 2020-08-02 09:09:04,541 - mmaction - INFO - Epoch [49][1600/3757] lr: 1.000e-03, eta: 4 days, 8:44:02, time: 1.936, data_time: 0.008, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8414, loss_cls: 1.4777, loss: 1.4777, grad_norm: 6.4436 2020-08-02 09:09:41,903 - mmaction - INFO - Epoch [49][1620/3757] lr: 1.000e-03, eta: 4 days, 8:43:08, time: 1.870, data_time: 0.006, memory: 5166, top1_acc: 0.6133, top5_acc: 0.8305, loss_cls: 1.5746, loss: 1.5746, grad_norm: 6.7284 2020-08-02 09:10:26,219 - mmaction - INFO - Epoch [49][1640/3757] lr: 1.000e-03, eta: 4 days, 8:43:21, time: 2.217, data_time: 0.009, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.4218, loss: 1.4218, grad_norm: 6.2211 2020-08-02 09:11:06,075 - mmaction - INFO - Epoch [49][1660/3757] lr: 1.000e-03, eta: 4 days, 8:42:50, time: 1.992, data_time: 0.003, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8469, loss_cls: 1.4736, loss: 1.4736, grad_norm: 6.3496 2020-08-02 09:11:43,704 - mmaction - INFO - Epoch [49][1680/3757] lr: 1.000e-03, eta: 4 days, 8:41:58, time: 1.875, data_time: 0.012, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8594, loss_cls: 1.4381, loss: 1.4381, grad_norm: 6.3579 2020-08-02 09:12:21,524 - mmaction - INFO - Epoch [49][1700/3757] lr: 1.000e-03, eta: 4 days, 8:41:10, time: 1.896, data_time: 0.019, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8430, loss_cls: 1.4403, loss: 1.4403, grad_norm: 6.3958 2020-08-02 09:12:59,939 - mmaction - INFO - Epoch [49][1720/3757] lr: 1.000e-03, eta: 4 days, 8:40:25, time: 1.916, data_time: 0.010, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8477, loss_cls: 1.4233, loss: 1.4233, grad_norm: 6.3757 2020-08-02 09:13:37,746 - mmaction - INFO - Epoch [49][1740/3757] lr: 1.000e-03, eta: 4 days, 8:39:37, time: 1.895, data_time: 0.165, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8547, loss_cls: 1.4246, loss: 1.4246, grad_norm: 6.3177 2020-08-02 09:14:17,004 - mmaction - INFO - Epoch [49][1760/3757] lr: 1.000e-03, eta: 4 days, 8:39:01, time: 1.964, data_time: 0.638, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5642, loss: 1.5642, grad_norm: 6.7098 2020-08-02 09:14:57,571 - mmaction - INFO - Epoch [49][1780/3757] lr: 1.000e-03, eta: 4 days, 8:38:38, time: 2.028, data_time: 0.117, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8406, loss_cls: 1.4337, loss: 1.4337, grad_norm: 6.3583 2020-08-02 09:15:35,502 - mmaction - INFO - Epoch [49][1800/3757] lr: 1.000e-03, eta: 4 days, 8:37:50, time: 1.898, data_time: 0.340, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8711, loss_cls: 1.3213, loss: 1.3213, grad_norm: 6.2302 2020-08-02 09:16:14,851 - mmaction - INFO - Epoch [49][1820/3757] lr: 1.000e-03, eta: 4 days, 8:37:14, time: 1.964, data_time: 0.421, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8406, loss_cls: 1.4641, loss: 1.4641, grad_norm: 6.4889 2020-08-02 09:16:53,643 - mmaction - INFO - Epoch [49][1840/3757] lr: 1.000e-03, eta: 4 days, 8:36:35, time: 1.943, data_time: 0.010, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.4331, loss: 1.4331, grad_norm: 6.4379 2020-08-02 09:17:32,177 - mmaction - INFO - Epoch [49][1860/3757] lr: 1.000e-03, eta: 4 days, 8:35:52, time: 1.925, data_time: 0.003, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8500, loss_cls: 1.5010, loss: 1.5010, grad_norm: 6.5468 2020-08-02 09:18:11,157 - mmaction - INFO - Epoch [49][1880/3757] lr: 1.000e-03, eta: 4 days, 8:35:13, time: 1.946, data_time: 0.009, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8594, loss_cls: 1.4280, loss: 1.4280, grad_norm: 6.6085 2020-08-02 09:18:49,484 - mmaction - INFO - Epoch [49][1900/3757] lr: 1.000e-03, eta: 4 days, 8:34:29, time: 1.920, data_time: 0.009, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8383, loss_cls: 1.4868, loss: 1.4868, grad_norm: 6.5194 2020-08-02 09:19:28,695 - mmaction - INFO - Epoch [49][1920/3757] lr: 1.000e-03, eta: 4 days, 8:33:52, time: 1.955, data_time: 0.097, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8398, loss_cls: 1.5332, loss: 1.5332, grad_norm: 6.5936 2020-08-02 09:20:08,027 - mmaction - INFO - Epoch [49][1940/3757] lr: 1.000e-03, eta: 4 days, 8:33:18, time: 1.974, data_time: 0.038, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8523, loss_cls: 1.4298, loss: 1.4298, grad_norm: 6.3448 2020-08-02 09:20:48,534 - mmaction - INFO - Epoch [49][1960/3757] lr: 1.000e-03, eta: 4 days, 8:32:54, time: 2.024, data_time: 0.065, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8391, loss_cls: 1.4772, loss: 1.4772, grad_norm: 6.5468 2020-08-02 09:21:26,992 - mmaction - INFO - Epoch [49][1980/3757] lr: 1.000e-03, eta: 4 days, 8:32:10, time: 1.922, data_time: 0.008, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8352, loss_cls: 1.4951, loss: 1.4951, grad_norm: 6.6807 2020-08-02 09:22:07,728 - mmaction - INFO - Epoch [49][2000/3757] lr: 1.000e-03, eta: 4 days, 8:31:48, time: 2.036, data_time: 0.011, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8273, loss_cls: 1.5174, loss: 1.5174, grad_norm: 6.3736 2020-08-02 09:22:44,337 - mmaction - INFO - Epoch [49][2020/3757] lr: 1.000e-03, eta: 4 days, 8:30:48, time: 1.833, data_time: 0.005, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8391, loss_cls: 1.4755, loss: 1.4755, grad_norm: 6.4511 2020-08-02 09:23:23,623 - mmaction - INFO - Epoch [49][2040/3757] lr: 1.000e-03, eta: 4 days, 8:30:12, time: 1.961, data_time: 0.002, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8500, loss_cls: 1.4452, loss: 1.4452, grad_norm: 6.4793 2020-08-02 09:24:03,032 - mmaction - INFO - Epoch [49][2060/3757] lr: 1.000e-03, eta: 4 days, 8:29:38, time: 1.973, data_time: 0.005, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8641, loss_cls: 1.3762, loss: 1.3762, grad_norm: 6.3221 2020-08-02 09:24:43,324 - mmaction - INFO - Epoch [49][2080/3757] lr: 1.000e-03, eta: 4 days, 8:29:11, time: 2.008, data_time: 0.007, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8383, loss_cls: 1.5148, loss: 1.5148, grad_norm: 6.5306 2020-08-02 09:25:20,952 - mmaction - INFO - Epoch [49][2100/3757] lr: 1.000e-03, eta: 4 days, 8:28:20, time: 1.883, data_time: 0.010, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.4051, loss: 1.4051, grad_norm: 6.4571 2020-08-02 09:26:03,122 - mmaction - INFO - Epoch [49][2120/3757] lr: 1.000e-03, eta: 4 days, 8:28:12, time: 2.114, data_time: 0.009, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8492, loss_cls: 1.4640, loss: 1.4640, grad_norm: 6.4010 2020-08-02 09:26:40,075 - mmaction - INFO - Epoch [49][2140/3757] lr: 1.000e-03, eta: 4 days, 8:27:14, time: 1.843, data_time: 0.006, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.3819, loss: 1.3819, grad_norm: 6.3956 2020-08-02 09:27:22,110 - mmaction - INFO - Epoch [49][2160/3757] lr: 1.000e-03, eta: 4 days, 8:27:05, time: 2.104, data_time: 0.009, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8227, loss_cls: 1.5150, loss: 1.5150, grad_norm: 6.4544 2020-08-02 09:28:01,248 - mmaction - INFO - Epoch [49][2180/3757] lr: 1.000e-03, eta: 4 days, 8:26:27, time: 1.956, data_time: 0.009, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8445, loss_cls: 1.4387, loss: 1.4387, grad_norm: 6.3598 2020-08-02 09:28:37,320 - mmaction - INFO - Epoch [49][2200/3757] lr: 1.000e-03, eta: 4 days, 8:25:22, time: 1.803, data_time: 0.008, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4630, loss: 1.4630, grad_norm: 6.5989 2020-08-02 09:29:16,213 - mmaction - INFO - Epoch [49][2220/3757] lr: 1.000e-03, eta: 4 days, 8:24:44, time: 1.948, data_time: 0.187, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8477, loss_cls: 1.4219, loss: 1.4219, grad_norm: 6.2971 2020-08-02 09:29:57,069 - mmaction - INFO - Epoch [49][2240/3757] lr: 1.000e-03, eta: 4 days, 8:24:22, time: 2.038, data_time: 0.014, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8383, loss_cls: 1.5482, loss: 1.5482, grad_norm: 6.3565 2020-08-02 09:30:33,953 - mmaction - INFO - Epoch [49][2260/3757] lr: 1.000e-03, eta: 4 days, 8:23:25, time: 1.848, data_time: 0.007, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8367, loss_cls: 1.4497, loss: 1.4497, grad_norm: 6.4302 2020-08-02 09:31:14,253 - mmaction - INFO - Epoch [49][2280/3757] lr: 1.000e-03, eta: 4 days, 8:22:57, time: 2.007, data_time: 0.171, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8602, loss_cls: 1.4270, loss: 1.4270, grad_norm: 6.3445 2020-08-02 09:31:53,688 - mmaction - INFO - Epoch [49][2300/3757] lr: 1.000e-03, eta: 4 days, 8:22:23, time: 1.973, data_time: 0.136, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.4734, loss: 1.4734, grad_norm: 6.5210 2020-08-02 09:32:31,288 - mmaction - INFO - Epoch [49][2320/3757] lr: 1.000e-03, eta: 4 days, 8:21:33, time: 1.887, data_time: 0.011, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.4195, loss: 1.4195, grad_norm: 6.3517 2020-08-02 09:33:09,484 - mmaction - INFO - Epoch [49][2340/3757] lr: 1.000e-03, eta: 4 days, 8:20:47, time: 1.909, data_time: 0.243, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8477, loss_cls: 1.4676, loss: 1.4676, grad_norm: 6.4535 2020-08-02 09:33:50,478 - mmaction - INFO - Epoch [49][2360/3757] lr: 1.000e-03, eta: 4 days, 8:20:28, time: 2.051, data_time: 0.009, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8398, loss_cls: 1.4840, loss: 1.4840, grad_norm: 6.5391 2020-08-02 09:34:29,132 - mmaction - INFO - Epoch [49][2380/3757] lr: 1.000e-03, eta: 4 days, 8:19:45, time: 1.927, data_time: 0.002, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8391, loss_cls: 1.4967, loss: 1.4967, grad_norm: 6.5377 2020-08-02 09:35:08,603 - mmaction - INFO - Epoch [49][2400/3757] lr: 1.000e-03, eta: 4 days, 8:19:12, time: 1.977, data_time: 0.018, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8336, loss_cls: 1.5002, loss: 1.5002, grad_norm: 6.5724 2020-08-02 09:35:48,824 - mmaction - INFO - Epoch [49][2420/3757] lr: 1.000e-03, eta: 4 days, 8:18:44, time: 2.008, data_time: 0.003, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8367, loss_cls: 1.4760, loss: 1.4760, grad_norm: 6.5753 2020-08-02 09:36:26,267 - mmaction - INFO - Epoch [49][2440/3757] lr: 1.000e-03, eta: 4 days, 8:17:51, time: 1.865, data_time: 0.012, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8484, loss_cls: 1.4377, loss: 1.4377, grad_norm: 6.4844 2020-08-02 09:37:03,892 - mmaction - INFO - Epoch [49][2460/3757] lr: 1.000e-03, eta: 4 days, 8:17:02, time: 1.891, data_time: 0.014, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8359, loss_cls: 1.5134, loss: 1.5134, grad_norm: 6.5598 2020-08-02 09:37:41,653 - mmaction - INFO - Epoch [49][2480/3757] lr: 1.000e-03, eta: 4 days, 8:16:12, time: 1.889, data_time: 0.016, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8359, loss_cls: 1.5652, loss: 1.5652, grad_norm: 6.5809 2020-08-02 09:38:25,036 - mmaction - INFO - Epoch [49][2500/3757] lr: 1.000e-03, eta: 4 days, 8:16:14, time: 2.170, data_time: 0.003, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8461, loss_cls: 1.4834, loss: 1.4834, grad_norm: 6.5375 2020-08-02 09:39:00,393 - mmaction - INFO - Epoch [49][2520/3757] lr: 1.000e-03, eta: 4 days, 8:15:02, time: 1.760, data_time: 0.008, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8617, loss_cls: 1.3783, loss: 1.3783, grad_norm: 6.3106 2020-08-02 09:39:40,113 - mmaction - INFO - Epoch [49][2540/3757] lr: 1.000e-03, eta: 4 days, 8:14:31, time: 1.992, data_time: 0.026, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8398, loss_cls: 1.4580, loss: 1.4580, grad_norm: 6.4836 2020-08-02 09:40:17,548 - mmaction - INFO - Epoch [49][2560/3757] lr: 1.000e-03, eta: 4 days, 8:13:38, time: 1.869, data_time: 0.110, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8586, loss_cls: 1.4555, loss: 1.4555, grad_norm: 6.5513 2020-08-02 09:40:57,407 - mmaction - INFO - Epoch [49][2580/3757] lr: 1.000e-03, eta: 4 days, 8:13:08, time: 1.995, data_time: 1.417, memory: 5166, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5496, loss: 1.5496, grad_norm: 6.6738 2020-08-02 09:41:37,900 - mmaction - INFO - Epoch [49][2600/3757] lr: 1.000e-03, eta: 4 days, 8:12:42, time: 2.019, data_time: 0.563, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8523, loss_cls: 1.4727, loss: 1.4727, grad_norm: 6.6849 2020-08-02 09:42:16,969 - mmaction - INFO - Epoch [49][2620/3757] lr: 1.000e-03, eta: 4 days, 8:12:04, time: 1.954, data_time: 0.016, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8320, loss_cls: 1.4953, loss: 1.4953, grad_norm: 6.4937 2020-08-02 09:42:53,851 - mmaction - INFO - Epoch [49][2640/3757] lr: 1.000e-03, eta: 4 days, 8:11:07, time: 1.842, data_time: 0.011, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8352, loss_cls: 1.5003, loss: 1.5003, grad_norm: 6.5801 2020-08-02 09:43:34,939 - mmaction - INFO - Epoch [49][2660/3757] lr: 1.000e-03, eta: 4 days, 8:10:48, time: 2.056, data_time: 0.012, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8562, loss_cls: 1.4117, loss: 1.4117, grad_norm: 6.4608 2020-08-02 09:44:14,847 - mmaction - INFO - Epoch [49][2680/3757] lr: 1.000e-03, eta: 4 days, 8:10:19, time: 2.003, data_time: 0.021, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8391, loss_cls: 1.4637, loss: 1.4637, grad_norm: 6.5160 2020-08-02 09:44:53,996 - mmaction - INFO - Epoch [49][2700/3757] lr: 1.000e-03, eta: 4 days, 8:09:41, time: 1.952, data_time: 0.023, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8406, loss_cls: 1.3966, loss: 1.3966, grad_norm: 6.4272 2020-08-02 09:45:30,282 - mmaction - INFO - Epoch [49][2720/3757] lr: 1.000e-03, eta: 4 days, 8:08:39, time: 1.819, data_time: 0.010, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8367, loss_cls: 1.4477, loss: 1.4477, grad_norm: 6.4339 2020-08-02 09:46:09,433 - mmaction - INFO - Epoch [49][2740/3757] lr: 1.000e-03, eta: 4 days, 8:08:02, time: 1.956, data_time: 0.117, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8250, loss_cls: 1.4925, loss: 1.4925, grad_norm: 6.4272 2020-08-02 09:46:51,098 - mmaction - INFO - Epoch [49][2760/3757] lr: 1.000e-03, eta: 4 days, 8:07:48, time: 2.084, data_time: 0.011, memory: 5166, top1_acc: 0.6195, top5_acc: 0.8422, loss_cls: 1.5478, loss: 1.5478, grad_norm: 6.6042 2020-08-02 09:47:28,940 - mmaction - INFO - Epoch [49][2780/3757] lr: 1.000e-03, eta: 4 days, 8:06:59, time: 1.891, data_time: 0.132, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8289, loss_cls: 1.4990, loss: 1.4990, grad_norm: 6.5675 2020-08-02 09:48:09,788 - mmaction - INFO - Epoch [49][2800/3757] lr: 1.000e-03, eta: 4 days, 8:06:37, time: 2.044, data_time: 0.804, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8461, loss_cls: 1.4217, loss: 1.4217, grad_norm: 6.5251 2020-08-02 09:48:49,145 - mmaction - INFO - Epoch [49][2820/3757] lr: 1.000e-03, eta: 4 days, 8:06:02, time: 1.969, data_time: 0.013, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8336, loss_cls: 1.5393, loss: 1.5393, grad_norm: 6.6103 2020-08-02 09:49:25,680 - mmaction - INFO - Epoch [49][2840/3757] lr: 1.000e-03, eta: 4 days, 8:05:01, time: 1.820, data_time: 0.009, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8453, loss_cls: 1.4729, loss: 1.4729, grad_norm: 6.5425 2020-08-02 09:50:07,463 - mmaction - INFO - Epoch [49][2860/3757] lr: 1.000e-03, eta: 4 days, 8:04:49, time: 2.097, data_time: 0.023, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8414, loss_cls: 1.4813, loss: 1.4813, grad_norm: 6.5102 2020-08-02 09:50:46,624 - mmaction - INFO - Epoch [49][2880/3757] lr: 1.000e-03, eta: 4 days, 8:04:12, time: 1.957, data_time: 0.002, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8289, loss_cls: 1.5083, loss: 1.5083, grad_norm: 6.3125 2020-08-02 09:51:23,993 - mmaction - INFO - Epoch [49][2900/3757] lr: 1.000e-03, eta: 4 days, 8:03:19, time: 1.867, data_time: 0.014, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8586, loss_cls: 1.3844, loss: 1.3844, grad_norm: 6.5176 2020-08-02 09:52:00,975 - mmaction - INFO - Epoch [49][2920/3757] lr: 1.000e-03, eta: 4 days, 8:02:23, time: 1.853, data_time: 0.008, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8383, loss_cls: 1.4206, loss: 1.4206, grad_norm: 6.3779 2020-08-02 09:52:38,971 - mmaction - INFO - Epoch [49][2940/3757] lr: 1.000e-03, eta: 4 days, 8:01:36, time: 1.900, data_time: 0.002, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8570, loss_cls: 1.4393, loss: 1.4393, grad_norm: 6.4619 2020-08-02 09:53:22,670 - mmaction - INFO - Epoch [49][2960/3757] lr: 1.000e-03, eta: 4 days, 8:01:38, time: 2.180, data_time: 0.823, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.5239, loss: 1.5239, grad_norm: 6.6506 2020-08-02 09:54:01,088 - mmaction - INFO - Epoch [49][2980/3757] lr: 1.000e-03, eta: 4 days, 8:00:55, time: 1.920, data_time: 1.339, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8313, loss_cls: 1.5674, loss: 1.5674, grad_norm: 6.8103 2020-08-02 09:54:37,651 - mmaction - INFO - Epoch [49][3000/3757] lr: 1.000e-03, eta: 4 days, 7:59:56, time: 1.831, data_time: 1.134, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8336, loss_cls: 1.5241, loss: 1.5241, grad_norm: 6.6634 2020-08-02 09:55:15,377 - mmaction - INFO - Epoch [49][3020/3757] lr: 1.000e-03, eta: 4 days, 7:59:05, time: 1.880, data_time: 0.121, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8430, loss_cls: 1.4709, loss: 1.4709, grad_norm: 6.4096 2020-08-02 09:55:55,919 - mmaction - INFO - Epoch [49][3040/3757] lr: 1.000e-03, eta: 4 days, 7:58:42, time: 2.035, data_time: 0.013, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8461, loss_cls: 1.4752, loss: 1.4752, grad_norm: 6.7927 2020-08-02 09:56:35,114 - mmaction - INFO - Epoch [49][3060/3757] lr: 1.000e-03, eta: 4 days, 7:58:05, time: 1.959, data_time: 0.297, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8406, loss_cls: 1.5008, loss: 1.5008, grad_norm: 6.5226 2020-08-02 09:57:14,448 - mmaction - INFO - Epoch [49][3080/3757] lr: 1.000e-03, eta: 4 days, 7:57:29, time: 1.965, data_time: 0.988, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5472, loss: 1.5472, grad_norm: 6.6662 2020-08-02 09:57:56,871 - mmaction - INFO - Epoch [49][3100/3757] lr: 1.000e-03, eta: 4 days, 7:57:20, time: 2.116, data_time: 1.007, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3618, loss: 1.3618, grad_norm: 6.1176 2020-08-02 09:58:33,176 - mmaction - INFO - Epoch [49][3120/3757] lr: 1.000e-03, eta: 4 days, 7:56:19, time: 1.818, data_time: 1.258, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.4776, loss: 1.4776, grad_norm: 6.4030 2020-08-02 09:59:06,005 - mmaction - INFO - Epoch [49][3140/3757] lr: 1.000e-03, eta: 4 days, 7:54:47, time: 1.645, data_time: 0.710, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8375, loss_cls: 1.5202, loss: 1.5202, grad_norm: 6.7206 2020-08-02 09:59:45,163 - mmaction - INFO - Epoch [49][3160/3757] lr: 1.000e-03, eta: 4 days, 7:54:10, time: 1.958, data_time: 0.319, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8484, loss_cls: 1.5211, loss: 1.5211, grad_norm: 6.5629 2020-08-02 10:00:28,639 - mmaction - INFO - Epoch [49][3180/3757] lr: 1.000e-03, eta: 4 days, 7:54:10, time: 2.169, data_time: 0.415, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 1.4549, loss: 1.4549, grad_norm: 6.4873 2020-08-02 10:01:06,609 - mmaction - INFO - Epoch [49][3200/3757] lr: 1.000e-03, eta: 4 days, 7:53:23, time: 1.899, data_time: 0.170, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8406, loss_cls: 1.5100, loss: 1.5100, grad_norm: 6.6377 2020-08-02 10:01:47,174 - mmaction - INFO - Epoch [49][3220/3757] lr: 1.000e-03, eta: 4 days, 7:52:59, time: 2.035, data_time: 0.009, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8461, loss_cls: 1.4264, loss: 1.4264, grad_norm: 6.5805 2020-08-02 10:02:26,369 - mmaction - INFO - Epoch [49][3240/3757] lr: 1.000e-03, eta: 4 days, 7:52:21, time: 1.948, data_time: 0.008, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8406, loss_cls: 1.4791, loss: 1.4791, grad_norm: 6.6562 2020-08-02 10:03:03,170 - mmaction - INFO - Epoch [49][3260/3757] lr: 1.000e-03, eta: 4 days, 7:51:25, time: 1.849, data_time: 0.013, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8336, loss_cls: 1.4749, loss: 1.4749, grad_norm: 6.6373 2020-08-02 10:03:46,830 - mmaction - INFO - Epoch [49][3280/3757] lr: 1.000e-03, eta: 4 days, 7:51:27, time: 2.180, data_time: 0.010, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8359, loss_cls: 1.5237, loss: 1.5237, grad_norm: 6.5770 2020-08-02 10:04:20,039 - mmaction - INFO - Epoch [49][3300/3757] lr: 1.000e-03, eta: 4 days, 7:49:59, time: 1.666, data_time: 0.008, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.5147, loss: 1.5147, grad_norm: 6.6562 2020-08-02 10:05:05,333 - mmaction - INFO - Epoch [49][3320/3757] lr: 1.000e-03, eta: 4 days, 7:50:15, time: 2.263, data_time: 0.830, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8492, loss_cls: 1.4308, loss: 1.4308, grad_norm: 6.4507 2020-08-02 10:05:42,957 - mmaction - INFO - Epoch [49][3340/3757] lr: 1.000e-03, eta: 4 days, 7:49:25, time: 1.880, data_time: 0.280, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.4573, loss: 1.4573, grad_norm: 6.3409 2020-08-02 10:06:20,819 - mmaction - INFO - Epoch [49][3360/3757] lr: 1.000e-03, eta: 4 days, 7:48:36, time: 1.892, data_time: 0.010, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8414, loss_cls: 1.4703, loss: 1.4703, grad_norm: 6.4093 2020-08-02 10:07:00,460 - mmaction - INFO - Epoch [49][3380/3757] lr: 1.000e-03, eta: 4 days, 7:48:04, time: 1.985, data_time: 0.017, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.4948, loss: 1.4948, grad_norm: 6.8079 2020-08-02 10:07:39,278 - mmaction - INFO - Epoch [49][3400/3757] lr: 1.000e-03, eta: 4 days, 7:47:24, time: 1.938, data_time: 0.050, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8586, loss_cls: 1.4262, loss: 1.4262, grad_norm: 6.5766 2020-08-02 10:08:18,152 - mmaction - INFO - Epoch [49][3420/3757] lr: 1.000e-03, eta: 4 days, 7:46:45, time: 1.948, data_time: 0.178, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8445, loss_cls: 1.4928, loss: 1.4928, grad_norm: 6.5390 2020-08-02 10:08:52,631 - mmaction - INFO - Epoch [49][3440/3757] lr: 1.000e-03, eta: 4 days, 7:45:27, time: 1.724, data_time: 0.155, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.4806, loss: 1.4806, grad_norm: 6.5007 2020-08-02 10:09:35,797 - mmaction - INFO - Epoch [49][3460/3757] lr: 1.000e-03, eta: 4 days, 7:45:25, time: 2.155, data_time: 0.229, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.5090, loss: 1.5090, grad_norm: 6.6550 2020-08-02 10:10:17,346 - mmaction - INFO - Epoch [49][3480/3757] lr: 1.000e-03, eta: 4 days, 7:45:08, time: 2.074, data_time: 0.006, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8375, loss_cls: 1.4248, loss: 1.4248, grad_norm: 6.3976 2020-08-02 10:10:54,673 - mmaction - INFO - Epoch [49][3500/3757] lr: 1.000e-03, eta: 4 days, 7:44:16, time: 1.872, data_time: 0.009, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8500, loss_cls: 1.4460, loss: 1.4460, grad_norm: 6.5437 2020-08-02 10:11:33,476 - mmaction - INFO - Epoch [49][3520/3757] lr: 1.000e-03, eta: 4 days, 7:43:36, time: 1.938, data_time: 0.009, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8320, loss_cls: 1.5126, loss: 1.5126, grad_norm: 6.6388 2020-08-02 10:12:10,524 - mmaction - INFO - Epoch [49][3540/3757] lr: 1.000e-03, eta: 4 days, 7:42:41, time: 1.855, data_time: 0.009, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8352, loss_cls: 1.5004, loss: 1.5004, grad_norm: 6.5163 2020-08-02 10:12:50,044 - mmaction - INFO - Epoch [49][3560/3757] lr: 1.000e-03, eta: 4 days, 7:42:07, time: 1.976, data_time: 0.173, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8453, loss_cls: 1.4825, loss: 1.4825, grad_norm: 6.7384 2020-08-02 10:13:31,156 - mmaction - INFO - Epoch [49][3580/3757] lr: 1.000e-03, eta: 4 days, 7:41:46, time: 2.049, data_time: 0.135, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8344, loss_cls: 1.5318, loss: 1.5318, grad_norm: 6.6680 2020-08-02 10:14:10,587 - mmaction - INFO - Epoch [49][3600/3757] lr: 1.000e-03, eta: 4 days, 7:41:11, time: 1.973, data_time: 0.140, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4963, loss: 1.4963, grad_norm: 6.6953 2020-08-02 10:14:47,879 - mmaction - INFO - Epoch [49][3620/3757] lr: 1.000e-03, eta: 4 days, 7:40:19, time: 1.868, data_time: 0.011, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8594, loss_cls: 1.4432, loss: 1.4432, grad_norm: 6.3680 2020-08-02 10:15:27,212 - mmaction - INFO - Epoch [49][3640/3757] lr: 1.000e-03, eta: 4 days, 7:39:43, time: 1.963, data_time: 0.010, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 1.4630, loss: 1.4630, grad_norm: 6.6201 2020-08-02 10:16:01,599 - mmaction - INFO - Epoch [49][3660/3757] lr: 1.000e-03, eta: 4 days, 7:38:26, time: 1.725, data_time: 0.010, memory: 5166, top1_acc: 0.6133, top5_acc: 0.8211, loss_cls: 1.5919, loss: 1.5919, grad_norm: 6.5473 2020-08-02 10:16:42,799 - mmaction - INFO - Epoch [49][3680/3757] lr: 1.000e-03, eta: 4 days, 7:38:07, time: 2.061, data_time: 0.010, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8453, loss_cls: 1.4442, loss: 1.4442, grad_norm: 6.4695 2020-08-02 10:17:22,515 - mmaction - INFO - Epoch [49][3700/3757] lr: 1.000e-03, eta: 4 days, 7:37:33, time: 1.979, data_time: 0.163, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8398, loss_cls: 1.4668, loss: 1.4668, grad_norm: 6.5789 2020-08-02 10:18:01,711 - mmaction - INFO - Epoch [49][3720/3757] lr: 1.000e-03, eta: 4 days, 7:36:58, time: 1.967, data_time: 0.298, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8477, loss_cls: 1.4333, loss: 1.4333, grad_norm: 6.4612 2020-08-02 10:18:40,670 - mmaction - INFO - Epoch [49][3740/3757] lr: 1.000e-03, eta: 4 days, 7:36:18, time: 1.939, data_time: 0.007, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.5515, loss: 1.5515, grad_norm: 6.8021 2020-08-02 10:19:05,282 - mmaction - INFO - Saving checkpoint at 49 epochs 2020-08-02 10:20:03,266 - mmaction - INFO - Epoch [50][20/3757] lr: 1.000e-03, eta: 4 days, 7:33:01, time: 2.864, data_time: 1.105, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8516, loss_cls: 1.4474, loss: 1.4474, grad_norm: 6.5879 2020-08-02 10:20:39,578 - mmaction - INFO - Epoch [50][40/3757] lr: 1.000e-03, eta: 4 days, 7:32:00, time: 1.819, data_time: 0.339, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.5326, loss: 1.5326, grad_norm: 6.6571 2020-08-02 10:21:19,311 - mmaction - INFO - Epoch [50][60/3757] lr: 1.000e-03, eta: 4 days, 7:31:28, time: 1.983, data_time: 0.032, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.4035, loss: 1.4035, grad_norm: 6.3733 2020-08-02 10:22:01,386 - mmaction - INFO - Epoch [50][80/3757] lr: 1.000e-03, eta: 4 days, 7:31:16, time: 2.106, data_time: 0.009, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3879, loss: 1.3879, grad_norm: 6.5009 2020-08-02 10:22:37,826 - mmaction - INFO - Epoch [50][100/3757] lr: 1.000e-03, eta: 4 days, 7:30:15, time: 1.816, data_time: 0.054, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8406, loss_cls: 1.4721, loss: 1.4721, grad_norm: 6.5112 2020-08-02 10:23:17,920 - mmaction - INFO - Epoch [50][120/3757] lr: 1.000e-03, eta: 4 days, 7:29:47, time: 2.010, data_time: 0.099, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8469, loss_cls: 1.4502, loss: 1.4502, grad_norm: 6.3889 2020-08-02 10:23:59,621 - mmaction - INFO - Epoch [50][140/3757] lr: 1.000e-03, eta: 4 days, 7:29:31, time: 2.080, data_time: 0.009, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8445, loss_cls: 1.4991, loss: 1.4991, grad_norm: 6.6177 2020-08-02 10:24:36,721 - mmaction - INFO - Epoch [50][160/3757] lr: 1.000e-03, eta: 4 days, 7:28:38, time: 1.861, data_time: 0.009, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8375, loss_cls: 1.4684, loss: 1.4684, grad_norm: 6.5039 2020-08-02 10:25:15,001 - mmaction - INFO - Epoch [50][180/3757] lr: 1.000e-03, eta: 4 days, 7:27:52, time: 1.907, data_time: 0.012, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.4146, loss: 1.4146, grad_norm: 6.3891 2020-08-02 10:25:58,889 - mmaction - INFO - Epoch [50][200/3757] lr: 1.000e-03, eta: 4 days, 7:27:56, time: 2.200, data_time: 0.011, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8547, loss_cls: 1.4045, loss: 1.4045, grad_norm: 6.4852 2020-08-02 10:26:34,930 - mmaction - INFO - Epoch [50][220/3757] lr: 1.000e-03, eta: 4 days, 7:26:53, time: 1.802, data_time: 0.008, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8453, loss_cls: 1.5067, loss: 1.5067, grad_norm: 6.5583 2020-08-02 10:27:08,976 - mmaction - INFO - Epoch [50][240/3757] lr: 1.000e-03, eta: 4 days, 7:25:33, time: 1.704, data_time: 0.004, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8391, loss_cls: 1.4681, loss: 1.4681, grad_norm: 6.6267 2020-08-02 10:27:49,235 - mmaction - INFO - Epoch [50][260/3757] lr: 1.000e-03, eta: 4 days, 7:25:04, time: 2.004, data_time: 0.007, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8438, loss_cls: 1.4923, loss: 1.4923, grad_norm: 6.6899 2020-08-02 10:28:29,651 - mmaction - INFO - Epoch [50][280/3757] lr: 1.000e-03, eta: 4 days, 7:24:39, time: 2.028, data_time: 0.012, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8547, loss_cls: 1.4314, loss: 1.4314, grad_norm: 6.4484 2020-08-02 10:29:13,518 - mmaction - INFO - Epoch [50][300/3757] lr: 1.000e-03, eta: 4 days, 7:24:42, time: 2.194, data_time: 0.009, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.3953, loss: 1.3953, grad_norm: 6.5144 2020-08-02 10:29:46,610 - mmaction - INFO - Epoch [50][320/3757] lr: 1.000e-03, eta: 4 days, 7:23:14, time: 1.653, data_time: 0.003, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8430, loss_cls: 1.4806, loss: 1.4806, grad_norm: 6.6052 2020-08-02 10:30:26,910 - mmaction - INFO - Epoch [50][340/3757] lr: 1.000e-03, eta: 4 days, 7:22:47, time: 2.017, data_time: 0.010, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8562, loss_cls: 1.4123, loss: 1.4123, grad_norm: 6.5951 2020-08-02 10:31:07,795 - mmaction - INFO - Epoch [50][360/3757] lr: 1.000e-03, eta: 4 days, 7:22:24, time: 2.043, data_time: 0.011, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4553, loss: 1.4553, grad_norm: 6.6523 2020-08-02 10:31:46,123 - mmaction - INFO - Epoch [50][380/3757] lr: 1.000e-03, eta: 4 days, 7:21:40, time: 1.914, data_time: 0.010, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8570, loss_cls: 1.4235, loss: 1.4235, grad_norm: 6.5064 2020-08-02 10:32:25,727 - mmaction - INFO - Epoch [50][400/3757] lr: 1.000e-03, eta: 4 days, 7:21:07, time: 1.983, data_time: 0.009, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8375, loss_cls: 1.4432, loss: 1.4432, grad_norm: 6.3850 2020-08-02 10:33:04,851 - mmaction - INFO - Epoch [50][420/3757] lr: 1.000e-03, eta: 4 days, 7:20:29, time: 1.953, data_time: 0.010, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4759, loss: 1.4759, grad_norm: 6.6625 2020-08-02 10:33:44,060 - mmaction - INFO - Epoch [50][440/3757] lr: 1.000e-03, eta: 4 days, 7:19:53, time: 1.960, data_time: 0.009, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4214, loss: 1.4214, grad_norm: 6.4902 2020-08-02 10:34:26,179 - mmaction - INFO - Epoch [50][460/3757] lr: 1.000e-03, eta: 4 days, 7:19:41, time: 2.111, data_time: 0.009, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8453, loss_cls: 1.5126, loss: 1.5126, grad_norm: 6.8494 2020-08-02 10:35:05,876 - mmaction - INFO - Epoch [50][480/3757] lr: 1.000e-03, eta: 4 days, 7:19:08, time: 1.982, data_time: 0.008, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8391, loss_cls: 1.5094, loss: 1.5094, grad_norm: 6.6958 2020-08-02 10:35:46,606 - mmaction - INFO - Epoch [50][500/3757] lr: 1.000e-03, eta: 4 days, 7:18:44, time: 2.036, data_time: 0.005, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8625, loss_cls: 1.4126, loss: 1.4126, grad_norm: 6.4976 2020-08-02 10:36:25,294 - mmaction - INFO - Epoch [50][520/3757] lr: 1.000e-03, eta: 4 days, 7:18:03, time: 1.934, data_time: 0.033, memory: 5166, top1_acc: 0.6273, top5_acc: 0.8391, loss_cls: 1.5321, loss: 1.5321, grad_norm: 6.7736 2020-08-02 10:37:06,479 - mmaction - INFO - Epoch [50][540/3757] lr: 1.000e-03, eta: 4 days, 7:17:44, time: 2.063, data_time: 0.059, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.5127, loss: 1.5127, grad_norm: 6.8992 2020-08-02 10:37:47,294 - mmaction - INFO - Epoch [50][560/3757] lr: 1.000e-03, eta: 4 days, 7:17:19, time: 2.033, data_time: 0.010, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8570, loss_cls: 1.4045, loss: 1.4045, grad_norm: 6.4164 2020-08-02 10:38:20,144 - mmaction - INFO - Epoch [50][580/3757] lr: 1.000e-03, eta: 4 days, 7:15:51, time: 1.650, data_time: 0.010, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8375, loss_cls: 1.4617, loss: 1.4617, grad_norm: 6.4930 2020-08-02 10:38:59,875 - mmaction - INFO - Epoch [50][600/3757] lr: 1.000e-03, eta: 4 days, 7:15:18, time: 1.983, data_time: 0.708, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8398, loss_cls: 1.4916, loss: 1.4916, grad_norm: 6.6673 2020-08-02 10:39:42,427 - mmaction - INFO - Epoch [50][620/3757] lr: 1.000e-03, eta: 4 days, 7:15:10, time: 2.130, data_time: 0.085, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.5033, loss: 1.5033, grad_norm: 6.5233 2020-08-02 10:40:24,230 - mmaction - INFO - Epoch [50][640/3757] lr: 1.000e-03, eta: 4 days, 7:14:53, time: 2.082, data_time: 0.010, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.4396, loss: 1.4396, grad_norm: 6.5136 2020-08-02 10:41:02,455 - mmaction - INFO - Epoch [50][660/3757] lr: 1.000e-03, eta: 4 days, 7:14:09, time: 1.914, data_time: 0.012, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8469, loss_cls: 1.4749, loss: 1.4749, grad_norm: 6.7096 2020-08-02 10:41:40,590 - mmaction - INFO - Epoch [50][680/3757] lr: 1.000e-03, eta: 4 days, 7:13:25, time: 1.913, data_time: 0.190, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8398, loss_cls: 1.4666, loss: 1.4666, grad_norm: 6.6237 2020-08-02 10:42:19,788 - mmaction - INFO - Epoch [50][700/3757] lr: 1.000e-03, eta: 4 days, 7:12:48, time: 1.960, data_time: 0.052, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8414, loss_cls: 1.4952, loss: 1.4952, grad_norm: 6.7765 2020-08-02 10:42:59,979 - mmaction - INFO - Epoch [50][720/3757] lr: 1.000e-03, eta: 4 days, 7:12:18, time: 1.998, data_time: 0.159, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8320, loss_cls: 1.5396, loss: 1.5396, grad_norm: 6.7958 2020-08-02 10:43:39,556 - mmaction - INFO - Epoch [50][740/3757] lr: 1.000e-03, eta: 4 days, 7:11:45, time: 1.983, data_time: 0.045, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8500, loss_cls: 1.4663, loss: 1.4663, grad_norm: 6.5208 2020-08-02 10:44:15,599 - mmaction - INFO - Epoch [50][760/3757] lr: 1.000e-03, eta: 4 days, 7:10:43, time: 1.809, data_time: 0.073, memory: 5166, top1_acc: 0.6211, top5_acc: 0.8281, loss_cls: 1.5780, loss: 1.5780, grad_norm: 6.9499 2020-08-02 10:45:00,398 - mmaction - INFO - Epoch [50][780/3757] lr: 1.000e-03, eta: 4 days, 7:10:52, time: 2.240, data_time: 0.483, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8602, loss_cls: 1.3797, loss: 1.3797, grad_norm: 6.5716 2020-08-02 10:45:37,605 - mmaction - INFO - Epoch [50][800/3757] lr: 1.000e-03, eta: 4 days, 7:09:59, time: 1.859, data_time: 1.255, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4468, loss: 1.4468, grad_norm: 6.6143 2020-08-02 10:46:13,853 - mmaction - INFO - Epoch [50][820/3757] lr: 1.000e-03, eta: 4 days, 7:08:59, time: 1.813, data_time: 0.188, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8422, loss_cls: 1.4662, loss: 1.4662, grad_norm: 6.5705 2020-08-02 10:46:56,340 - mmaction - INFO - Epoch [50][840/3757] lr: 1.000e-03, eta: 4 days, 7:08:47, time: 2.115, data_time: 0.048, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8297, loss_cls: 1.5352, loss: 1.5352, grad_norm: 6.5782 2020-08-02 10:47:33,459 - mmaction - INFO - Epoch [50][860/3757] lr: 1.000e-03, eta: 4 days, 7:07:55, time: 1.866, data_time: 0.317, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8539, loss_cls: 1.4351, loss: 1.4351, grad_norm: 6.8137 2020-08-02 10:48:11,250 - mmaction - INFO - Epoch [50][880/3757] lr: 1.000e-03, eta: 4 days, 7:07:06, time: 1.884, data_time: 0.271, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8258, loss_cls: 1.5759, loss: 1.5759, grad_norm: 6.7933 2020-08-02 10:48:51,774 - mmaction - INFO - Epoch [50][900/3757] lr: 1.000e-03, eta: 4 days, 7:06:41, time: 2.031, data_time: 1.163, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8516, loss_cls: 1.4041, loss: 1.4041, grad_norm: 6.3465 2020-08-02 10:49:31,247 - mmaction - INFO - Epoch [50][920/3757] lr: 1.000e-03, eta: 4 days, 7:06:05, time: 1.968, data_time: 1.175, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8438, loss_cls: 1.4316, loss: 1.4316, grad_norm: 6.3896 2020-08-02 10:50:10,266 - mmaction - INFO - Epoch [50][940/3757] lr: 1.000e-03, eta: 4 days, 7:05:28, time: 1.957, data_time: 0.799, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8492, loss_cls: 1.4447, loss: 1.4447, grad_norm: 6.4835 2020-08-02 10:50:48,006 - mmaction - INFO - Epoch [50][960/3757] lr: 1.000e-03, eta: 4 days, 7:04:40, time: 1.888, data_time: 0.141, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4484, loss: 1.4484, grad_norm: 6.5915 2020-08-02 10:51:27,010 - mmaction - INFO - Epoch [50][980/3757] lr: 1.000e-03, eta: 4 days, 7:04:01, time: 1.950, data_time: 0.150, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8359, loss_cls: 1.4807, loss: 1.4807, grad_norm: 6.3772 2020-08-02 10:52:03,762 - mmaction - INFO - Epoch [50][1000/3757] lr: 1.000e-03, eta: 4 days, 7:03:05, time: 1.837, data_time: 0.309, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8367, loss_cls: 1.4979, loss: 1.4979, grad_norm: 6.5294 2020-08-02 10:52:43,769 - mmaction - INFO - Epoch [50][1020/3757] lr: 1.000e-03, eta: 4 days, 7:02:35, time: 2.001, data_time: 0.052, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8453, loss_cls: 1.4555, loss: 1.4555, grad_norm: 6.5227 2020-08-02 10:53:24,067 - mmaction - INFO - Epoch [50][1040/3757] lr: 1.000e-03, eta: 4 days, 7:02:07, time: 2.015, data_time: 0.003, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8461, loss_cls: 1.4731, loss: 1.4731, grad_norm: 6.6465 2020-08-02 10:54:03,004 - mmaction - INFO - Epoch [50][1060/3757] lr: 1.000e-03, eta: 4 days, 7:01:28, time: 1.946, data_time: 0.002, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8344, loss_cls: 1.4819, loss: 1.4819, grad_norm: 6.5927 2020-08-02 10:54:39,580 - mmaction - INFO - Epoch [50][1080/3757] lr: 1.000e-03, eta: 4 days, 7:00:29, time: 1.823, data_time: 0.008, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.4182, loss: 1.4182, grad_norm: 6.5348 2020-08-02 10:55:18,052 - mmaction - INFO - Epoch [50][1100/3757] lr: 1.000e-03, eta: 4 days, 6:59:46, time: 1.921, data_time: 0.011, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8539, loss_cls: 1.4440, loss: 1.4440, grad_norm: 6.6082 2020-08-02 10:56:00,028 - mmaction - INFO - Epoch [50][1120/3757] lr: 1.000e-03, eta: 4 days, 6:59:32, time: 2.104, data_time: 0.012, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.3717, loss: 1.3717, grad_norm: 6.4166 2020-08-02 10:56:38,125 - mmaction - INFO - Epoch [50][1140/3757] lr: 1.000e-03, eta: 4 days, 6:58:47, time: 1.910, data_time: 0.010, memory: 5166, top1_acc: 0.6023, top5_acc: 0.8438, loss_cls: 1.5264, loss: 1.5264, grad_norm: 6.7507 2020-08-02 10:57:17,372 - mmaction - INFO - Epoch [50][1160/3757] lr: 1.000e-03, eta: 4 days, 6:58:10, time: 1.954, data_time: 0.009, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4633, loss: 1.4633, grad_norm: 6.6053 2020-08-02 10:57:55,013 - mmaction - INFO - Epoch [50][1180/3757] lr: 1.000e-03, eta: 4 days, 6:57:22, time: 1.891, data_time: 0.012, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8461, loss_cls: 1.4493, loss: 1.4493, grad_norm: 6.5157 2020-08-02 10:58:35,887 - mmaction - INFO - Epoch [50][1200/3757] lr: 1.000e-03, eta: 4 days, 6:56:57, time: 2.032, data_time: 0.008, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8406, loss_cls: 1.5251, loss: 1.5251, grad_norm: 6.7827 2020-08-02 10:59:11,495 - mmaction - INFO - Epoch [50][1220/3757] lr: 1.000e-03, eta: 4 days, 6:55:53, time: 1.791, data_time: 0.013, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.4426, loss: 1.4426, grad_norm: 6.4873 2020-08-02 10:59:53,900 - mmaction - INFO - Epoch [50][1240/3757] lr: 1.000e-03, eta: 4 days, 6:55:42, time: 2.122, data_time: 0.008, memory: 5166, top1_acc: 0.6172, top5_acc: 0.8336, loss_cls: 1.5959, loss: 1.5959, grad_norm: 6.8693 2020-08-02 11:00:31,484 - mmaction - INFO - Epoch [50][1260/3757] lr: 1.000e-03, eta: 4 days, 6:54:50, time: 1.869, data_time: 0.002, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8305, loss_cls: 1.5262, loss: 1.5262, grad_norm: 6.8850 2020-08-02 11:01:10,289 - mmaction - INFO - Epoch [50][1280/3757] lr: 1.000e-03, eta: 4 days, 6:54:11, time: 1.943, data_time: 0.028, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8414, loss_cls: 1.4615, loss: 1.4615, grad_norm: 6.1920 2020-08-02 11:01:50,258 - mmaction - INFO - Epoch [50][1300/3757] lr: 1.000e-03, eta: 4 days, 6:53:42, time: 2.006, data_time: 0.011, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8625, loss_cls: 1.3688, loss: 1.3688, grad_norm: 6.4450 2020-08-02 11:02:30,975 - mmaction - INFO - Epoch [50][1320/3757] lr: 1.000e-03, eta: 4 days, 6:53:16, time: 2.030, data_time: 0.002, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8406, loss_cls: 1.4746, loss: 1.4746, grad_norm: 6.4586 2020-08-02 11:03:11,707 - mmaction - INFO - Epoch [50][1340/3757] lr: 1.000e-03, eta: 4 days, 6:52:52, time: 2.040, data_time: 0.009, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8461, loss_cls: 1.4421, loss: 1.4421, grad_norm: 6.7617 2020-08-02 11:03:50,759 - mmaction - INFO - Epoch [50][1360/3757] lr: 1.000e-03, eta: 4 days, 6:52:13, time: 1.948, data_time: 0.009, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8383, loss_cls: 1.4426, loss: 1.4426, grad_norm: 6.4641 2020-08-02 11:04:30,431 - mmaction - INFO - Epoch [50][1380/3757] lr: 1.000e-03, eta: 4 days, 6:51:41, time: 1.989, data_time: 0.080, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8602, loss_cls: 1.3899, loss: 1.3899, grad_norm: 6.4724 2020-08-02 11:05:09,000 - mmaction - INFO - Epoch [50][1400/3757] lr: 1.000e-03, eta: 4 days, 6:50:59, time: 1.928, data_time: 0.085, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4866, loss: 1.4866, grad_norm: 6.5155 2020-08-02 11:05:47,368 - mmaction - INFO - Epoch [50][1420/3757] lr: 1.000e-03, eta: 4 days, 6:50:16, time: 1.917, data_time: 0.006, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8703, loss_cls: 1.3637, loss: 1.3637, grad_norm: 6.4252 2020-08-02 11:06:29,461 - mmaction - INFO - Epoch [50][1440/3757] lr: 1.000e-03, eta: 4 days, 6:50:02, time: 2.106, data_time: 0.009, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.4354, loss: 1.4354, grad_norm: 6.6128 2020-08-02 11:07:03,856 - mmaction - INFO - Epoch [50][1460/3757] lr: 1.000e-03, eta: 4 days, 6:48:47, time: 1.719, data_time: 0.004, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8375, loss_cls: 1.4811, loss: 1.4811, grad_norm: 6.7419 2020-08-02 11:07:44,258 - mmaction - INFO - Epoch [50][1480/3757] lr: 1.000e-03, eta: 4 days, 6:48:20, time: 2.021, data_time: 0.062, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.4923, loss: 1.4923, grad_norm: 6.9085 2020-08-02 11:08:20,591 - mmaction - INFO - Epoch [50][1500/3757] lr: 1.000e-03, eta: 4 days, 6:47:20, time: 1.815, data_time: 0.003, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8398, loss_cls: 1.5177, loss: 1.5177, grad_norm: 6.6784 2020-08-02 11:08:59,024 - mmaction - INFO - Epoch [50][1520/3757] lr: 1.000e-03, eta: 4 days, 6:46:36, time: 1.913, data_time: 0.013, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8555, loss_cls: 1.4267, loss: 1.4267, grad_norm: 6.3144 2020-08-02 11:09:38,649 - mmaction - INFO - Epoch [50][1540/3757] lr: 1.000e-03, eta: 4 days, 6:46:03, time: 1.983, data_time: 0.012, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8367, loss_cls: 1.5053, loss: 1.5053, grad_norm: 6.6721 2020-08-02 11:10:19,494 - mmaction - INFO - Epoch [50][1560/3757] lr: 1.000e-03, eta: 4 days, 6:45:40, time: 2.046, data_time: 0.010, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8234, loss_cls: 1.5395, loss: 1.5395, grad_norm: 6.5100 2020-08-02 11:10:57,544 - mmaction - INFO - Epoch [50][1580/3757] lr: 1.000e-03, eta: 4 days, 6:44:54, time: 1.905, data_time: 0.012, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8539, loss_cls: 1.4777, loss: 1.4777, grad_norm: 6.5070 2020-08-02 11:11:38,822 - mmaction - INFO - Epoch [50][1600/3757] lr: 1.000e-03, eta: 4 days, 6:44:33, time: 2.058, data_time: 0.009, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8313, loss_cls: 1.4965, loss: 1.4965, grad_norm: 6.6620 2020-08-02 11:12:16,903 - mmaction - INFO - Epoch [50][1620/3757] lr: 1.000e-03, eta: 4 days, 6:43:48, time: 1.910, data_time: 0.010, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.3920, loss: 1.3920, grad_norm: 6.6300 2020-08-02 11:12:54,198 - mmaction - INFO - Epoch [50][1640/3757] lr: 1.000e-03, eta: 4 days, 6:42:56, time: 1.862, data_time: 0.010, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8383, loss_cls: 1.4595, loss: 1.4595, grad_norm: 6.6094 2020-08-02 11:13:37,337 - mmaction - INFO - Epoch [50][1660/3757] lr: 1.000e-03, eta: 4 days, 6:42:49, time: 2.151, data_time: 0.816, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8438, loss_cls: 1.4321, loss: 1.4321, grad_norm: 6.2819 2020-08-02 11:14:12,523 - mmaction - INFO - Epoch [50][1680/3757] lr: 1.000e-03, eta: 4 days, 6:41:42, time: 1.769, data_time: 0.630, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8398, loss_cls: 1.4433, loss: 1.4433, grad_norm: 6.4265 2020-08-02 11:14:52,929 - mmaction - INFO - Epoch [50][1700/3757] lr: 1.000e-03, eta: 4 days, 6:41:15, time: 2.020, data_time: 0.003, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8422, loss_cls: 1.4816, loss: 1.4816, grad_norm: 6.5751 2020-08-02 11:15:34,748 - mmaction - INFO - Epoch [50][1720/3757] lr: 1.000e-03, eta: 4 days, 6:40:57, time: 2.083, data_time: 0.428, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8477, loss_cls: 1.4768, loss: 1.4768, grad_norm: 6.7688 2020-08-02 11:16:12,924 - mmaction - INFO - Epoch [50][1740/3757] lr: 1.000e-03, eta: 4 days, 6:40:13, time: 1.914, data_time: 0.044, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4705, loss: 1.4705, grad_norm: 6.4677 2020-08-02 11:16:51,589 - mmaction - INFO - Epoch [50][1760/3757] lr: 1.000e-03, eta: 4 days, 6:39:33, time: 1.937, data_time: 0.015, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8680, loss_cls: 1.3380, loss: 1.3380, grad_norm: 6.5201 2020-08-02 11:17:28,018 - mmaction - INFO - Epoch [50][1780/3757] lr: 1.000e-03, eta: 4 days, 6:38:34, time: 1.822, data_time: 0.003, memory: 5166, top1_acc: 0.6211, top5_acc: 0.8391, loss_cls: 1.5615, loss: 1.5615, grad_norm: 6.6467 2020-08-02 11:18:07,528 - mmaction - INFO - Epoch [50][1800/3757] lr: 1.000e-03, eta: 4 days, 6:37:59, time: 1.967, data_time: 0.241, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3756, loss: 1.3756, grad_norm: 6.3976 2020-08-02 11:18:47,641 - mmaction - INFO - Epoch [50][1820/3757] lr: 1.000e-03, eta: 4 days, 6:37:30, time: 2.010, data_time: 0.899, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8602, loss_cls: 1.4268, loss: 1.4268, grad_norm: 6.5412 2020-08-02 11:19:29,245 - mmaction - INFO - Epoch [50][1840/3757] lr: 1.000e-03, eta: 4 days, 6:37:10, time: 2.073, data_time: 0.902, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8492, loss_cls: 1.4579, loss: 1.4579, grad_norm: 6.6382 2020-08-02 11:20:06,859 - mmaction - INFO - Epoch [50][1860/3757] lr: 1.000e-03, eta: 4 days, 6:36:23, time: 1.891, data_time: 0.597, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4329, loss: 1.4329, grad_norm: 6.6248 2020-08-02 11:20:46,628 - mmaction - INFO - Epoch [50][1880/3757] lr: 1.000e-03, eta: 4 days, 6:35:50, time: 1.988, data_time: 0.445, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.4624, loss: 1.4624, grad_norm: 6.5205 2020-08-02 11:21:28,202 - mmaction - INFO - Epoch [50][1900/3757] lr: 1.000e-03, eta: 4 days, 6:35:31, time: 2.072, data_time: 0.015, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8453, loss_cls: 1.4687, loss: 1.4687, grad_norm: 6.6979 2020-08-02 11:22:07,892 - mmaction - INFO - Epoch [50][1920/3757] lr: 1.000e-03, eta: 4 days, 6:34:57, time: 1.983, data_time: 0.010, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8508, loss_cls: 1.4654, loss: 1.4654, grad_norm: 6.5315 2020-08-02 11:22:46,937 - mmaction - INFO - Epoch [50][1940/3757] lr: 1.000e-03, eta: 4 days, 6:34:21, time: 1.960, data_time: 0.011, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8383, loss_cls: 1.4966, loss: 1.4966, grad_norm: 6.7648 2020-08-02 11:23:25,220 - mmaction - INFO - Epoch [50][1960/3757] lr: 1.000e-03, eta: 4 days, 6:33:36, time: 1.909, data_time: 0.010, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8641, loss_cls: 1.4091, loss: 1.4091, grad_norm: 6.4021 2020-08-02 11:24:04,323 - mmaction - INFO - Epoch [50][1980/3757] lr: 1.000e-03, eta: 4 days, 6:32:59, time: 1.959, data_time: 0.261, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8414, loss_cls: 1.5168, loss: 1.5168, grad_norm: 6.8321 2020-08-02 11:24:41,044 - mmaction - INFO - Epoch [50][2000/3757] lr: 1.000e-03, eta: 4 days, 6:32:02, time: 1.833, data_time: 0.613, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8586, loss_cls: 1.4187, loss: 1.4187, grad_norm: 6.5221 2020-08-02 11:25:20,998 - mmaction - INFO - Epoch [50][2020/3757] lr: 1.000e-03, eta: 4 days, 6:31:30, time: 1.993, data_time: 0.347, memory: 5166, top1_acc: 0.6211, top5_acc: 0.8328, loss_cls: 1.5530, loss: 1.5530, grad_norm: 6.8118 2020-08-02 11:26:00,717 - mmaction - INFO - Epoch [50][2040/3757] lr: 1.000e-03, eta: 4 days, 6:30:59, time: 1.995, data_time: 0.119, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8383, loss_cls: 1.4412, loss: 1.4412, grad_norm: 6.5784 2020-08-02 11:26:40,064 - mmaction - INFO - Epoch [50][2060/3757] lr: 1.000e-03, eta: 4 days, 6:30:22, time: 1.963, data_time: 0.277, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.5113, loss: 1.5113, grad_norm: 6.7159 2020-08-02 11:27:18,153 - mmaction - INFO - Epoch [50][2080/3757] lr: 1.000e-03, eta: 4 days, 6:29:36, time: 1.901, data_time: 0.322, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.4872, loss: 1.4872, grad_norm: 6.5957 2020-08-02 11:27:53,673 - mmaction - INFO - Epoch [50][2100/3757] lr: 1.000e-03, eta: 4 days, 6:28:32, time: 1.782, data_time: 0.696, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8359, loss_cls: 1.5210, loss: 1.5210, grad_norm: 6.6888 2020-08-02 11:28:32,751 - mmaction - INFO - Epoch [50][2120/3757] lr: 1.000e-03, eta: 4 days, 6:27:53, time: 1.948, data_time: 0.088, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8609, loss_cls: 1.3736, loss: 1.3736, grad_norm: 6.4332 2020-08-02 11:29:13,184 - mmaction - INFO - Epoch [50][2140/3757] lr: 1.000e-03, eta: 4 days, 6:27:27, time: 2.028, data_time: 0.071, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.4154, loss: 1.4154, grad_norm: 6.6960 2020-08-02 11:29:53,557 - mmaction - INFO - Epoch [50][2160/3757] lr: 1.000e-03, eta: 4 days, 6:26:58, time: 2.012, data_time: 0.222, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.5193, loss: 1.5193, grad_norm: 6.7909 2020-08-02 11:30:35,529 - mmaction - INFO - Epoch [50][2180/3757] lr: 1.000e-03, eta: 4 days, 6:26:42, time: 2.098, data_time: 0.033, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8469, loss_cls: 1.4854, loss: 1.4854, grad_norm: 6.7147 2020-08-02 11:31:16,563 - mmaction - INFO - Epoch [50][2200/3757] lr: 1.000e-03, eta: 4 days, 6:26:20, time: 2.057, data_time: 0.012, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8398, loss_cls: 1.4984, loss: 1.4984, grad_norm: 6.8389 2020-08-02 11:31:53,468 - mmaction - INFO - Epoch [50][2220/3757] lr: 1.000e-03, eta: 4 days, 6:25:26, time: 1.847, data_time: 0.015, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8258, loss_cls: 1.5357, loss: 1.5357, grad_norm: 6.9035 2020-08-02 11:32:30,580 - mmaction - INFO - Epoch [50][2240/3757] lr: 1.000e-03, eta: 4 days, 6:24:32, time: 1.849, data_time: 0.008, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.3973, loss: 1.3973, grad_norm: 6.4237 2020-08-02 11:33:10,151 - mmaction - INFO - Epoch [50][2260/3757] lr: 1.000e-03, eta: 4 days, 6:23:59, time: 1.986, data_time: 0.010, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8477, loss_cls: 1.4312, loss: 1.4312, grad_norm: 6.5743 2020-08-02 11:33:48,846 - mmaction - INFO - Epoch [50][2280/3757] lr: 1.000e-03, eta: 4 days, 6:23:18, time: 1.935, data_time: 0.008, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.4347, loss: 1.4347, grad_norm: 6.4442 2020-08-02 11:34:30,802 - mmaction - INFO - Epoch [50][2300/3757] lr: 1.000e-03, eta: 4 days, 6:23:02, time: 2.098, data_time: 0.002, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8406, loss_cls: 1.4771, loss: 1.4771, grad_norm: 6.6103 2020-08-02 11:35:08,657 - mmaction - INFO - Epoch [50][2320/3757] lr: 1.000e-03, eta: 4 days, 6:22:15, time: 1.891, data_time: 0.007, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.5398, loss: 1.5398, grad_norm: 6.6533 2020-08-02 11:35:45,654 - mmaction - INFO - Epoch [50][2340/3757] lr: 1.000e-03, eta: 4 days, 6:21:21, time: 1.851, data_time: 0.068, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8570, loss_cls: 1.3843, loss: 1.3843, grad_norm: 6.4249 2020-08-02 11:36:28,552 - mmaction - INFO - Epoch [50][2360/3757] lr: 1.000e-03, eta: 4 days, 6:21:12, time: 2.144, data_time: 0.008, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4877, loss: 1.4877, grad_norm: 6.6095 2020-08-02 11:37:07,438 - mmaction - INFO - Epoch [50][2380/3757] lr: 1.000e-03, eta: 4 days, 6:20:32, time: 1.938, data_time: 0.004, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4336, loss: 1.4336, grad_norm: 6.4899 2020-08-02 11:37:45,052 - mmaction - INFO - Epoch [50][2400/3757] lr: 1.000e-03, eta: 4 days, 6:19:43, time: 1.882, data_time: 0.011, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.4000, loss: 1.4000, grad_norm: 6.4073 2020-08-02 11:38:23,423 - mmaction - INFO - Epoch [50][2420/3757] lr: 1.000e-03, eta: 4 days, 6:19:01, time: 1.924, data_time: 0.009, memory: 5166, top1_acc: 0.6109, top5_acc: 0.8281, loss_cls: 1.5602, loss: 1.5602, grad_norm: 6.8240 2020-08-02 11:39:02,369 - mmaction - INFO - Epoch [50][2440/3757] lr: 1.000e-03, eta: 4 days, 6:18:21, time: 1.940, data_time: 0.010, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8562, loss_cls: 1.4044, loss: 1.4044, grad_norm: 6.2588 2020-08-02 11:39:40,924 - mmaction - INFO - Epoch [50][2460/3757] lr: 1.000e-03, eta: 4 days, 6:17:40, time: 1.936, data_time: 0.011, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8453, loss_cls: 1.4586, loss: 1.4586, grad_norm: 6.8244 2020-08-02 11:40:20,647 - mmaction - INFO - Epoch [50][2480/3757] lr: 1.000e-03, eta: 4 days, 6:17:06, time: 1.979, data_time: 0.468, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8430, loss_cls: 1.4860, loss: 1.4860, grad_norm: 6.6233 2020-08-02 11:40:58,884 - mmaction - INFO - Epoch [50][2500/3757] lr: 1.000e-03, eta: 4 days, 6:16:23, time: 1.917, data_time: 1.213, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8367, loss_cls: 1.4917, loss: 1.4917, grad_norm: 6.5420 2020-08-02 11:41:40,066 - mmaction - INFO - Epoch [50][2520/3757] lr: 1.000e-03, eta: 4 days, 6:16:00, time: 2.053, data_time: 1.050, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8375, loss_cls: 1.4641, loss: 1.4641, grad_norm: 6.6840 2020-08-02 11:42:19,846 - mmaction - INFO - Epoch [50][2540/3757] lr: 1.000e-03, eta: 4 days, 6:15:27, time: 1.990, data_time: 0.447, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8430, loss_cls: 1.5159, loss: 1.5159, grad_norm: 6.7426 2020-08-02 11:43:02,941 - mmaction - INFO - Epoch [50][2560/3757] lr: 1.000e-03, eta: 4 days, 6:15:20, time: 2.156, data_time: 0.030, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8328, loss_cls: 1.5494, loss: 1.5494, grad_norm: 6.6711 2020-08-02 11:43:38,387 - mmaction - INFO - Epoch [50][2580/3757] lr: 1.000e-03, eta: 4 days, 6:14:14, time: 1.768, data_time: 0.345, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.5108, loss: 1.5108, grad_norm: 6.8786 2020-08-02 11:44:19,299 - mmaction - INFO - Epoch [50][2600/3757] lr: 1.000e-03, eta: 4 days, 6:13:51, time: 2.053, data_time: 0.941, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4923, loss: 1.4923, grad_norm: 6.6701 2020-08-02 11:44:58,662 - mmaction - INFO - Epoch [50][2620/3757] lr: 1.000e-03, eta: 4 days, 6:13:15, time: 1.969, data_time: 0.366, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4476, loss: 1.4476, grad_norm: 6.5428 2020-08-02 11:45:38,724 - mmaction - INFO - Epoch [50][2640/3757] lr: 1.000e-03, eta: 4 days, 6:12:44, time: 2.000, data_time: 1.447, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8539, loss_cls: 1.4338, loss: 1.4338, grad_norm: 6.5332 2020-08-02 11:46:15,953 - mmaction - INFO - Epoch [50][2660/3757] lr: 1.000e-03, eta: 4 days, 6:11:53, time: 1.864, data_time: 1.289, memory: 5166, top1_acc: 0.6258, top5_acc: 0.8148, loss_cls: 1.5763, loss: 1.5763, grad_norm: 6.6291 2020-08-02 11:46:55,078 - mmaction - INFO - Epoch [50][2680/3757] lr: 1.000e-03, eta: 4 days, 6:11:16, time: 1.957, data_time: 1.373, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8469, loss_cls: 1.4626, loss: 1.4626, grad_norm: 6.5545 2020-08-02 11:47:37,689 - mmaction - INFO - Epoch [50][2700/3757] lr: 1.000e-03, eta: 4 days, 6:11:04, time: 2.130, data_time: 1.537, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8414, loss_cls: 1.4818, loss: 1.4818, grad_norm: 6.6730 2020-08-02 11:48:17,419 - mmaction - INFO - Epoch [50][2720/3757] lr: 1.000e-03, eta: 4 days, 6:10:30, time: 1.984, data_time: 1.399, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8445, loss_cls: 1.4665, loss: 1.4665, grad_norm: 6.5887 2020-08-02 11:48:52,848 - mmaction - INFO - Epoch [50][2740/3757] lr: 1.000e-03, eta: 4 days, 6:09:26, time: 1.775, data_time: 1.038, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8352, loss_cls: 1.5052, loss: 1.5052, grad_norm: 6.4520 2020-08-02 11:49:33,066 - mmaction - INFO - Epoch [50][2760/3757] lr: 1.000e-03, eta: 4 days, 6:08:55, time: 2.003, data_time: 0.008, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8328, loss_cls: 1.5122, loss: 1.5122, grad_norm: 6.7529 2020-08-02 11:50:10,646 - mmaction - INFO - Epoch [50][2780/3757] lr: 1.000e-03, eta: 4 days, 6:08:07, time: 1.886, data_time: 0.020, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.4343, loss: 1.4343, grad_norm: 6.5055 2020-08-02 11:50:48,442 - mmaction - INFO - Epoch [50][2800/3757] lr: 1.000e-03, eta: 4 days, 6:07:20, time: 1.890, data_time: 0.017, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8422, loss_cls: 1.4195, loss: 1.4195, grad_norm: 6.4024 2020-08-02 11:51:25,376 - mmaction - INFO - Epoch [50][2820/3757] lr: 1.000e-03, eta: 4 days, 6:06:25, time: 1.842, data_time: 0.007, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8570, loss_cls: 1.4885, loss: 1.4885, grad_norm: 6.8846 2020-08-02 11:52:07,286 - mmaction - INFO - Epoch [50][2840/3757] lr: 1.000e-03, eta: 4 days, 6:06:08, time: 2.092, data_time: 0.007, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8406, loss_cls: 1.4713, loss: 1.4713, grad_norm: 6.6340 2020-08-02 11:52:46,210 - mmaction - INFO - Epoch [50][2860/3757] lr: 1.000e-03, eta: 4 days, 6:05:29, time: 1.949, data_time: 0.011, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8344, loss_cls: 1.5211, loss: 1.5211, grad_norm: 6.4885 2020-08-02 11:53:24,531 - mmaction - INFO - Epoch [50][2880/3757] lr: 1.000e-03, eta: 4 days, 6:04:45, time: 1.915, data_time: 0.027, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8461, loss_cls: 1.4765, loss: 1.4765, grad_norm: 6.4376 2020-08-02 11:54:07,321 - mmaction - INFO - Epoch [50][2900/3757] lr: 1.000e-03, eta: 4 days, 6:04:36, time: 2.147, data_time: 0.009, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8508, loss_cls: 1.4321, loss: 1.4321, grad_norm: 6.5342 2020-08-02 11:54:45,626 - mmaction - INFO - Epoch [50][2920/3757] lr: 1.000e-03, eta: 4 days, 6:03:52, time: 1.915, data_time: 0.008, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8406, loss_cls: 1.5077, loss: 1.5077, grad_norm: 6.6985 2020-08-02 11:55:21,982 - mmaction - INFO - Epoch [50][2940/3757] lr: 1.000e-03, eta: 4 days, 6:02:54, time: 1.818, data_time: 0.006, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8547, loss_cls: 1.4248, loss: 1.4248, grad_norm: 6.6607 2020-08-02 11:55:59,736 - mmaction - INFO - Epoch [50][2960/3757] lr: 1.000e-03, eta: 4 days, 6:02:06, time: 1.885, data_time: 0.034, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8313, loss_cls: 1.4936, loss: 1.4936, grad_norm: 6.7364 2020-08-02 11:56:39,262 - mmaction - INFO - Epoch [50][2980/3757] lr: 1.000e-03, eta: 4 days, 6:01:31, time: 1.972, data_time: 0.060, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8414, loss_cls: 1.4905, loss: 1.4905, grad_norm: 6.5033 2020-08-02 11:57:18,636 - mmaction - INFO - Epoch [50][3000/3757] lr: 1.000e-03, eta: 4 days, 6:00:56, time: 1.974, data_time: 0.009, memory: 5166, top1_acc: 0.6203, top5_acc: 0.8289, loss_cls: 1.5916, loss: 1.5916, grad_norm: 6.8402 2020-08-02 11:57:54,896 - mmaction - INFO - Epoch [50][3020/3757] lr: 1.000e-03, eta: 4 days, 5:59:56, time: 1.806, data_time: 0.222, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8656, loss_cls: 1.3675, loss: 1.3675, grad_norm: 6.3650 2020-08-02 11:58:35,447 - mmaction - INFO - Epoch [50][3040/3757] lr: 1.000e-03, eta: 4 days, 5:59:29, time: 2.030, data_time: 0.900, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4428, loss: 1.4428, grad_norm: 6.6721 2020-08-02 11:59:17,450 - mmaction - INFO - Epoch [50][3060/3757] lr: 1.000e-03, eta: 4 days, 5:59:13, time: 2.105, data_time: 0.487, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5354, loss: 1.5354, grad_norm: 6.8378 2020-08-02 11:59:49,270 - mmaction - INFO - Epoch [50][3080/3757] lr: 1.000e-03, eta: 4 days, 5:57:42, time: 1.591, data_time: 0.007, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8313, loss_cls: 1.4805, loss: 1.4805, grad_norm: 6.5568 2020-08-02 12:00:31,642 - mmaction - INFO - Epoch [50][3100/3757] lr: 1.000e-03, eta: 4 days, 5:57:26, time: 2.102, data_time: 0.544, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.4260, loss: 1.4260, grad_norm: 6.4437 2020-08-02 12:01:09,395 - mmaction - INFO - Epoch [50][3120/3757] lr: 1.000e-03, eta: 4 days, 5:56:41, time: 1.903, data_time: 0.527, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8641, loss_cls: 1.4050, loss: 1.4050, grad_norm: 6.6345 2020-08-02 12:01:47,678 - mmaction - INFO - Epoch [50][3140/3757] lr: 1.000e-03, eta: 4 days, 5:55:56, time: 1.910, data_time: 0.119, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8414, loss_cls: 1.4641, loss: 1.4641, grad_norm: 6.5155 2020-08-02 12:02:27,352 - mmaction - INFO - Epoch [50][3160/3757] lr: 1.000e-03, eta: 4 days, 5:55:23, time: 1.987, data_time: 0.008, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.3780, loss: 1.3780, grad_norm: 6.4839 2020-08-02 12:03:07,179 - mmaction - INFO - Epoch [50][3180/3757] lr: 1.000e-03, eta: 4 days, 5:54:51, time: 1.991, data_time: 0.146, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8461, loss_cls: 1.5122, loss: 1.5122, grad_norm: 6.8232 2020-08-02 12:03:47,410 - mmaction - INFO - Epoch [50][3200/3757] lr: 1.000e-03, eta: 4 days, 5:54:21, time: 2.012, data_time: 0.277, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8477, loss_cls: 1.5200, loss: 1.5200, grad_norm: 6.8617 2020-08-02 12:04:24,273 - mmaction - INFO - Epoch [50][3220/3757] lr: 1.000e-03, eta: 4 days, 5:53:27, time: 1.844, data_time: 0.006, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4404, loss: 1.4404, grad_norm: 6.6666 2020-08-02 12:05:05,965 - mmaction - INFO - Epoch [50][3240/3757] lr: 1.000e-03, eta: 4 days, 5:53:08, time: 2.084, data_time: 0.049, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8406, loss_cls: 1.5144, loss: 1.5144, grad_norm: 6.5785 2020-08-02 12:05:42,421 - mmaction - INFO - Epoch [50][3260/3757] lr: 1.000e-03, eta: 4 days, 5:52:11, time: 1.825, data_time: 0.004, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8391, loss_cls: 1.4788, loss: 1.4788, grad_norm: 6.5360 2020-08-02 12:06:22,059 - mmaction - INFO - Epoch [50][3280/3757] lr: 1.000e-03, eta: 4 days, 5:51:37, time: 1.976, data_time: 0.008, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8453, loss_cls: 1.4707, loss: 1.4707, grad_norm: 6.6769 2020-08-02 12:06:59,821 - mmaction - INFO - Epoch [50][3300/3757] lr: 1.000e-03, eta: 4 days, 5:50:50, time: 1.893, data_time: 0.141, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8352, loss_cls: 1.5232, loss: 1.5232, grad_norm: 6.6520 2020-08-02 12:07:38,009 - mmaction - INFO - Epoch [50][3320/3757] lr: 1.000e-03, eta: 4 days, 5:50:05, time: 1.905, data_time: 0.010, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8398, loss_cls: 1.4887, loss: 1.4887, grad_norm: 6.6237 2020-08-02 12:08:15,391 - mmaction - INFO - Epoch [50][3340/3757] lr: 1.000e-03, eta: 4 days, 5:49:15, time: 1.875, data_time: 0.012, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8461, loss_cls: 1.4844, loss: 1.4844, grad_norm: 6.5175 2020-08-02 12:08:57,463 - mmaction - INFO - Epoch [50][3360/3757] lr: 1.000e-03, eta: 4 days, 5:48:58, time: 2.100, data_time: 0.008, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8508, loss_cls: 1.4566, loss: 1.4566, grad_norm: 6.6433 2020-08-02 12:09:35,134 - mmaction - INFO - Epoch [50][3380/3757] lr: 1.000e-03, eta: 4 days, 5:48:11, time: 1.887, data_time: 0.008, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8383, loss_cls: 1.4753, loss: 1.4753, grad_norm: 6.6503 2020-08-02 12:10:15,845 - mmaction - INFO - Epoch [50][3400/3757] lr: 1.000e-03, eta: 4 days, 5:47:44, time: 2.027, data_time: 0.007, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8414, loss_cls: 1.5072, loss: 1.5072, grad_norm: 6.6968 2020-08-02 12:10:48,439 - mmaction - INFO - Epoch [50][3420/3757] lr: 1.000e-03, eta: 4 days, 5:46:20, time: 1.638, data_time: 0.170, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.3968, loss: 1.3968, grad_norm: 6.3583 2020-08-02 12:11:31,949 - mmaction - INFO - Epoch [50][3440/3757] lr: 1.000e-03, eta: 4 days, 5:46:13, time: 2.169, data_time: 0.185, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4833, loss: 1.4833, grad_norm: 6.8717 2020-08-02 12:12:13,853 - mmaction - INFO - Epoch [50][3460/3757] lr: 1.000e-03, eta: 4 days, 5:45:56, time: 2.098, data_time: 0.010, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8492, loss_cls: 1.4394, loss: 1.4394, grad_norm: 6.5377 2020-08-02 12:12:53,011 - mmaction - INFO - Epoch [50][3480/3757] lr: 1.000e-03, eta: 4 days, 5:45:18, time: 1.952, data_time: 0.008, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4533, loss: 1.4533, grad_norm: 6.5219 2020-08-02 12:13:30,988 - mmaction - INFO - Epoch [50][3500/3757] lr: 1.000e-03, eta: 4 days, 5:44:33, time: 1.907, data_time: 0.013, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.4313, loss: 1.4313, grad_norm: 6.3563 2020-08-02 12:14:08,046 - mmaction - INFO - Epoch [50][3520/3757] lr: 1.000e-03, eta: 4 days, 5:43:40, time: 1.854, data_time: 0.004, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8289, loss_cls: 1.4637, loss: 1.4637, grad_norm: 6.4695 2020-08-02 12:14:46,528 - mmaction - INFO - Epoch [50][3540/3757] lr: 1.000e-03, eta: 4 days, 5:42:57, time: 1.916, data_time: 0.008, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.4192, loss: 1.4192, grad_norm: 6.6569 2020-08-02 12:15:27,164 - mmaction - INFO - Epoch [50][3560/3757] lr: 1.000e-03, eta: 4 days, 5:42:31, time: 2.035, data_time: 0.012, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8219, loss_cls: 1.4806, loss: 1.4806, grad_norm: 6.6062 2020-08-02 12:16:07,217 - mmaction - INFO - Epoch [50][3580/3757] lr: 1.000e-03, eta: 4 days, 5:42:00, time: 2.006, data_time: 0.033, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8375, loss_cls: 1.4783, loss: 1.4783, grad_norm: 6.5956 2020-08-02 12:16:45,059 - mmaction - INFO - Epoch [50][3600/3757] lr: 1.000e-03, eta: 4 days, 5:41:14, time: 1.894, data_time: 0.136, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4539, loss: 1.4539, grad_norm: 6.6742 2020-08-02 12:17:24,706 - mmaction - INFO - Epoch [50][3620/3757] lr: 1.000e-03, eta: 4 days, 5:40:39, time: 1.979, data_time: 1.104, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8367, loss_cls: 1.5335, loss: 1.5335, grad_norm: 6.8172 2020-08-02 12:18:00,790 - mmaction - INFO - Epoch [50][3640/3757] lr: 1.000e-03, eta: 4 days, 5:39:40, time: 1.806, data_time: 0.799, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8555, loss_cls: 1.4450, loss: 1.4450, grad_norm: 6.5903 2020-08-02 12:18:40,042 - mmaction - INFO - Epoch [50][3660/3757] lr: 1.000e-03, eta: 4 days, 5:39:03, time: 1.960, data_time: 1.412, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8414, loss_cls: 1.5350, loss: 1.5350, grad_norm: 6.7986 2020-08-02 12:19:16,145 - mmaction - INFO - Epoch [50][3680/3757] lr: 1.000e-03, eta: 4 days, 5:38:03, time: 1.802, data_time: 0.937, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8430, loss_cls: 1.4825, loss: 1.4825, grad_norm: 6.7048 2020-08-02 12:19:56,290 - mmaction - INFO - Epoch [50][3700/3757] lr: 1.000e-03, eta: 4 days, 5:37:34, time: 2.014, data_time: 0.647, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4655, loss: 1.4655, grad_norm: 6.4941 2020-08-02 12:20:37,041 - mmaction - INFO - Epoch [50][3720/3757] lr: 1.000e-03, eta: 4 days, 5:37:08, time: 2.035, data_time: 0.049, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4634, loss: 1.4634, grad_norm: 6.6656 2020-08-02 12:21:13,977 - mmaction - INFO - Epoch [50][3740/3757] lr: 1.000e-03, eta: 4 days, 5:36:15, time: 1.850, data_time: 0.008, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8438, loss_cls: 1.5405, loss: 1.5405, grad_norm: 6.8161 2020-08-02 12:21:39,247 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-08-02 12:22:35,563 - mmaction - INFO - Epoch [51][20/3757] lr: 1.000e-03, eta: 4 days, 5:33:05, time: 2.779, data_time: 0.794, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8547, loss_cls: 1.4285, loss: 1.4285, grad_norm: 6.5796 2020-08-02 12:23:14,944 - mmaction - INFO - Epoch [51][40/3757] lr: 1.000e-03, eta: 4 days, 5:32:30, time: 1.974, data_time: 0.019, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8477, loss_cls: 1.4549, loss: 1.4549, grad_norm: 6.7321 2020-08-02 12:23:54,884 - mmaction - INFO - Epoch [51][60/3757] lr: 1.000e-03, eta: 4 days, 5:31:58, time: 1.990, data_time: 0.008, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8508, loss_cls: 1.4223, loss: 1.4223, grad_norm: 6.7414 2020-08-02 12:24:37,882 - mmaction - INFO - Epoch [51][80/3757] lr: 1.000e-03, eta: 4 days, 5:31:49, time: 2.158, data_time: 0.018, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8391, loss_cls: 1.4656, loss: 1.4656, grad_norm: 6.6540 2020-08-02 12:25:16,436 - mmaction - INFO - Epoch [51][100/3757] lr: 1.000e-03, eta: 4 days, 5:31:06, time: 1.920, data_time: 0.007, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3461, loss: 1.3461, grad_norm: 6.3931 2020-08-02 12:25:55,265 - mmaction - INFO - Epoch [51][120/3757] lr: 1.000e-03, eta: 4 days, 5:30:28, time: 1.949, data_time: 0.010, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.4461, loss: 1.4461, grad_norm: 6.5692 2020-08-02 12:26:34,619 - mmaction - INFO - Epoch [51][140/3757] lr: 1.000e-03, eta: 4 days, 5:29:52, time: 1.967, data_time: 0.006, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8547, loss_cls: 1.5080, loss: 1.5080, grad_norm: 6.7697 2020-08-02 12:27:14,034 - mmaction - INFO - Epoch [51][160/3757] lr: 1.000e-03, eta: 4 days, 5:29:15, time: 1.962, data_time: 0.003, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8492, loss_cls: 1.4225, loss: 1.4225, grad_norm: 6.5165 2020-08-02 12:27:52,876 - mmaction - INFO - Epoch [51][180/3757] lr: 1.000e-03, eta: 4 days, 5:28:36, time: 1.949, data_time: 0.118, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.3948, loss: 1.3948, grad_norm: 6.4760 2020-08-02 12:28:30,535 - mmaction - INFO - Epoch [51][200/3757] lr: 1.000e-03, eta: 4 days, 5:27:48, time: 1.877, data_time: 0.013, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8617, loss_cls: 1.3349, loss: 1.3349, grad_norm: 6.3899 2020-08-02 12:29:09,696 - mmaction - INFO - Epoch [51][220/3757] lr: 1.000e-03, eta: 4 days, 5:27:11, time: 1.966, data_time: 0.010, memory: 5166, top1_acc: 0.6180, top5_acc: 0.8328, loss_cls: 1.5892, loss: 1.5892, grad_norm: 6.8373 2020-08-02 12:29:51,933 - mmaction - INFO - Epoch [51][240/3757] lr: 1.000e-03, eta: 4 days, 5:26:56, time: 2.112, data_time: 0.007, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.3746, loss: 1.3746, grad_norm: 6.3076 2020-08-02 12:30:32,152 - mmaction - INFO - Epoch [51][260/3757] lr: 1.000e-03, eta: 4 days, 5:26:25, time: 2.002, data_time: 0.002, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8375, loss_cls: 1.4793, loss: 1.4793, grad_norm: 6.8401 2020-08-02 12:31:10,580 - mmaction - INFO - Epoch [51][280/3757] lr: 1.000e-03, eta: 4 days, 5:25:43, time: 1.930, data_time: 0.012, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8414, loss_cls: 1.5039, loss: 1.5039, grad_norm: 6.8140 2020-08-02 12:31:50,271 - mmaction - INFO - Epoch [51][300/3757] lr: 1.000e-03, eta: 4 days, 5:25:08, time: 1.974, data_time: 0.012, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.4708, loss: 1.4708, grad_norm: 6.6843 2020-08-02 12:32:24,972 - mmaction - INFO - Epoch [51][320/3757] lr: 1.000e-03, eta: 4 days, 5:24:01, time: 1.746, data_time: 0.027, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8562, loss_cls: 1.3525, loss: 1.3525, grad_norm: 6.3750 2020-08-02 12:33:04,288 - mmaction - INFO - Epoch [51][340/3757] lr: 1.000e-03, eta: 4 days, 5:23:25, time: 1.965, data_time: 0.003, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8594, loss_cls: 1.4062, loss: 1.4062, grad_norm: 6.5549 2020-08-02 12:33:43,624 - mmaction - INFO - Epoch [51][360/3757] lr: 1.000e-03, eta: 4 days, 5:22:48, time: 1.961, data_time: 0.009, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8383, loss_cls: 1.4962, loss: 1.4962, grad_norm: 6.7053 2020-08-02 12:34:22,585 - mmaction - INFO - Epoch [51][380/3757] lr: 1.000e-03, eta: 4 days, 5:22:10, time: 1.955, data_time: 0.010, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8445, loss_cls: 1.4359, loss: 1.4359, grad_norm: 6.6552 2020-08-02 12:35:00,811 - mmaction - INFO - Epoch [51][400/3757] lr: 1.000e-03, eta: 4 days, 5:21:25, time: 1.904, data_time: 0.007, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4469, loss: 1.4469, grad_norm: 6.6988 2020-08-02 12:35:43,198 - mmaction - INFO - Epoch [51][420/3757] lr: 1.000e-03, eta: 4 days, 5:21:11, time: 2.125, data_time: 0.009, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8508, loss_cls: 1.4780, loss: 1.4780, grad_norm: 6.7621 2020-08-02 12:36:18,461 - mmaction - INFO - Epoch [51][440/3757] lr: 1.000e-03, eta: 4 days, 5:20:06, time: 1.759, data_time: 0.007, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8375, loss_cls: 1.4980, loss: 1.4980, grad_norm: 6.7523 2020-08-02 12:36:58,952 - mmaction - INFO - Epoch [51][460/3757] lr: 1.000e-03, eta: 4 days, 5:19:39, time: 2.030, data_time: 0.009, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8586, loss_cls: 1.4485, loss: 1.4485, grad_norm: 6.7014 2020-08-02 12:37:35,344 - mmaction - INFO - Epoch [51][480/3757] lr: 1.000e-03, eta: 4 days, 5:18:42, time: 1.818, data_time: 0.548, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8680, loss_cls: 1.3965, loss: 1.3965, grad_norm: 6.5017 2020-08-02 12:38:14,251 - mmaction - INFO - Epoch [51][500/3757] lr: 1.000e-03, eta: 4 days, 5:18:03, time: 1.946, data_time: 0.185, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8344, loss_cls: 1.4964, loss: 1.4964, grad_norm: 6.6493 2020-08-02 12:38:55,253 - mmaction - INFO - Epoch [51][520/3757] lr: 1.000e-03, eta: 4 days, 5:17:37, time: 2.042, data_time: 0.007, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3835, loss: 1.3835, grad_norm: 6.6060 2020-08-02 12:39:33,696 - mmaction - INFO - Epoch [51][540/3757] lr: 1.000e-03, eta: 4 days, 5:16:56, time: 1.929, data_time: 0.011, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4259, loss: 1.4259, grad_norm: 6.5645 2020-08-02 12:40:13,008 - mmaction - INFO - Epoch [51][560/3757] lr: 1.000e-03, eta: 4 days, 5:16:19, time: 1.960, data_time: 0.009, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4385, loss: 1.4385, grad_norm: 6.7761 2020-08-02 12:40:52,151 - mmaction - INFO - Epoch [51][580/3757] lr: 1.000e-03, eta: 4 days, 5:15:42, time: 1.965, data_time: 0.023, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.4429, loss: 1.4429, grad_norm: 6.5929 2020-08-02 12:41:29,308 - mmaction - INFO - Epoch [51][600/3757] lr: 1.000e-03, eta: 4 days, 5:14:51, time: 1.856, data_time: 0.035, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8461, loss_cls: 1.3784, loss: 1.3784, grad_norm: 6.4256 2020-08-02 12:42:06,890 - mmaction - INFO - Epoch [51][620/3757] lr: 1.000e-03, eta: 4 days, 5:14:03, time: 1.881, data_time: 0.471, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8398, loss_cls: 1.5208, loss: 1.5208, grad_norm: 6.7915 2020-08-02 12:42:47,035 - mmaction - INFO - Epoch [51][640/3757] lr: 1.000e-03, eta: 4 days, 5:13:32, time: 2.007, data_time: 0.262, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8359, loss_cls: 1.4978, loss: 1.4978, grad_norm: 6.8456 2020-08-02 12:43:26,276 - mmaction - INFO - Epoch [51][660/3757] lr: 1.000e-03, eta: 4 days, 5:12:55, time: 1.962, data_time: 0.101, memory: 5166, top1_acc: 0.6273, top5_acc: 0.8234, loss_cls: 1.5732, loss: 1.5732, grad_norm: 6.7365 2020-08-02 12:44:06,771 - mmaction - INFO - Epoch [51][680/3757] lr: 1.000e-03, eta: 4 days, 5:12:27, time: 2.024, data_time: 0.776, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.5051, loss: 1.5051, grad_norm: 6.7854 2020-08-02 12:44:44,347 - mmaction - INFO - Epoch [51][700/3757] lr: 1.000e-03, eta: 4 days, 5:11:39, time: 1.878, data_time: 1.253, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8695, loss_cls: 1.3438, loss: 1.3438, grad_norm: 6.4759 2020-08-02 12:45:24,341 - mmaction - INFO - Epoch [51][720/3757] lr: 1.000e-03, eta: 4 days, 5:11:07, time: 1.997, data_time: 1.415, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.4034, loss: 1.4034, grad_norm: 6.6038 2020-08-02 12:46:01,948 - mmaction - INFO - Epoch [51][740/3757] lr: 1.000e-03, eta: 4 days, 5:10:19, time: 1.885, data_time: 1.109, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8414, loss_cls: 1.4788, loss: 1.4788, grad_norm: 6.6266 2020-08-02 12:46:40,669 - mmaction - INFO - Epoch [51][760/3757] lr: 1.000e-03, eta: 4 days, 5:09:39, time: 1.933, data_time: 0.898, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.4947, loss: 1.4947, grad_norm: 6.7679 2020-08-02 12:47:22,783 - mmaction - INFO - Epoch [51][780/3757] lr: 1.000e-03, eta: 4 days, 5:09:21, time: 2.101, data_time: 1.416, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8445, loss_cls: 1.4589, loss: 1.4589, grad_norm: 6.6412 2020-08-02 12:48:01,095 - mmaction - INFO - Epoch [51][800/3757] lr: 1.000e-03, eta: 4 days, 5:08:39, time: 1.923, data_time: 1.341, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8477, loss_cls: 1.4414, loss: 1.4414, grad_norm: 6.6126 2020-08-02 12:48:39,962 - mmaction - INFO - Epoch [51][820/3757] lr: 1.000e-03, eta: 4 days, 5:07:59, time: 1.944, data_time: 1.327, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8492, loss_cls: 1.4132, loss: 1.4132, grad_norm: 6.5803 2020-08-02 12:49:17,632 - mmaction - INFO - Epoch [51][840/3757] lr: 1.000e-03, eta: 4 days, 5:07:12, time: 1.882, data_time: 0.793, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8711, loss_cls: 1.3437, loss: 1.3437, grad_norm: 6.4956 2020-08-02 12:49:56,527 - mmaction - INFO - Epoch [51][860/3757] lr: 1.000e-03, eta: 4 days, 5:06:32, time: 1.943, data_time: 0.008, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8414, loss_cls: 1.4872, loss: 1.4872, grad_norm: 6.6223 2020-08-02 12:50:35,647 - mmaction - INFO - Epoch [51][880/3757] lr: 1.000e-03, eta: 4 days, 5:05:55, time: 1.955, data_time: 0.019, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8586, loss_cls: 1.4032, loss: 1.4032, grad_norm: 6.4813 2020-08-02 12:51:12,019 - mmaction - INFO - Epoch [51][900/3757] lr: 1.000e-03, eta: 4 days, 5:04:59, time: 1.822, data_time: 0.008, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8539, loss_cls: 1.4214, loss: 1.4214, grad_norm: 6.7298 2020-08-02 12:51:52,561 - mmaction - INFO - Epoch [51][920/3757] lr: 1.000e-03, eta: 4 days, 5:04:30, time: 2.026, data_time: 0.007, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3416, loss: 1.3416, grad_norm: 6.4834 2020-08-02 12:52:31,662 - mmaction - INFO - Epoch [51][940/3757] lr: 1.000e-03, eta: 4 days, 5:03:52, time: 1.947, data_time: 0.003, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8359, loss_cls: 1.4796, loss: 1.4796, grad_norm: 6.5114 2020-08-02 12:53:09,288 - mmaction - INFO - Epoch [51][960/3757] lr: 1.000e-03, eta: 4 days, 5:03:05, time: 1.889, data_time: 0.011, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8438, loss_cls: 1.5096, loss: 1.5096, grad_norm: 6.7405 2020-08-02 12:53:46,798 - mmaction - INFO - Epoch [51][980/3757] lr: 1.000e-03, eta: 4 days, 5:02:16, time: 1.876, data_time: 0.115, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8500, loss_cls: 1.4345, loss: 1.4345, grad_norm: 6.6276 2020-08-02 12:54:27,976 - mmaction - INFO - Epoch [51][1000/3757] lr: 1.000e-03, eta: 4 days, 5:01:53, time: 2.059, data_time: 0.077, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8344, loss_cls: 1.5046, loss: 1.5046, grad_norm: 6.5768 2020-08-02 12:55:09,379 - mmaction - INFO - Epoch [51][1020/3757] lr: 1.000e-03, eta: 4 days, 5:01:31, time: 2.070, data_time: 0.957, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8477, loss_cls: 1.4377, loss: 1.4377, grad_norm: 6.7476 2020-08-02 12:55:47,729 - mmaction - INFO - Epoch [51][1040/3757] lr: 1.000e-03, eta: 4 days, 5:00:48, time: 1.916, data_time: 0.923, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.4246, loss: 1.4246, grad_norm: 6.5494 2020-08-02 12:56:28,184 - mmaction - INFO - Epoch [51][1060/3757] lr: 1.000e-03, eta: 4 days, 5:00:18, time: 2.017, data_time: 1.345, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8508, loss_cls: 1.3761, loss: 1.3761, grad_norm: 6.6785 2020-08-02 12:57:08,762 - mmaction - INFO - Epoch [51][1080/3757] lr: 1.000e-03, eta: 4 days, 4:59:52, time: 2.036, data_time: 1.484, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8445, loss_cls: 1.4660, loss: 1.4660, grad_norm: 6.6812 2020-08-02 12:57:47,628 - mmaction - INFO - Epoch [51][1100/3757] lr: 1.000e-03, eta: 4 days, 4:59:12, time: 1.943, data_time: 1.381, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8430, loss_cls: 1.4812, loss: 1.4812, grad_norm: 6.8822 2020-08-02 12:58:27,477 - mmaction - INFO - Epoch [51][1120/3757] lr: 1.000e-03, eta: 4 days, 4:58:39, time: 1.991, data_time: 1.238, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8352, loss_cls: 1.5177, loss: 1.5177, grad_norm: 6.8409 2020-08-02 12:59:06,369 - mmaction - INFO - Epoch [51][1140/3757] lr: 1.000e-03, eta: 4 days, 4:58:00, time: 1.943, data_time: 1.263, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.4110, loss: 1.4110, grad_norm: 6.7162 2020-08-02 12:59:45,139 - mmaction - INFO - Epoch [51][1160/3757] lr: 1.000e-03, eta: 4 days, 4:57:20, time: 1.941, data_time: 1.356, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8430, loss_cls: 1.4795, loss: 1.4795, grad_norm: 6.7018 2020-08-02 13:00:21,694 - mmaction - INFO - Epoch [51][1180/3757] lr: 1.000e-03, eta: 4 days, 4:56:22, time: 1.809, data_time: 1.121, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8320, loss_cls: 1.4894, loss: 1.4894, grad_norm: 6.6946 2020-08-02 13:00:57,307 - mmaction - INFO - Epoch [51][1200/3757] lr: 1.000e-03, eta: 4 days, 4:55:24, time: 1.801, data_time: 0.386, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8359, loss_cls: 1.4785, loss: 1.4785, grad_norm: 6.6236 2020-08-02 13:01:37,797 - mmaction - INFO - Epoch [51][1220/3757] lr: 1.000e-03, eta: 4 days, 4:54:55, time: 2.025, data_time: 0.161, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.4586, loss: 1.4586, grad_norm: 6.6568 2020-08-02 13:02:18,487 - mmaction - INFO - Epoch [51][1240/3757] lr: 1.000e-03, eta: 4 days, 4:54:27, time: 2.026, data_time: 0.055, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3893, loss: 1.3893, grad_norm: 6.4436 2020-08-02 13:02:58,784 - mmaction - INFO - Epoch [51][1260/3757] lr: 1.000e-03, eta: 4 days, 4:53:58, time: 2.017, data_time: 0.011, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.5125, loss: 1.5125, grad_norm: 6.8099 2020-08-02 13:03:34,377 - mmaction - INFO - Epoch [51][1280/3757] lr: 1.000e-03, eta: 4 days, 4:52:57, time: 1.784, data_time: 0.012, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8508, loss_cls: 1.4152, loss: 1.4152, grad_norm: 6.5931 2020-08-02 13:04:13,081 - mmaction - INFO - Epoch [51][1300/3757] lr: 1.000e-03, eta: 4 days, 4:52:17, time: 1.937, data_time: 0.004, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8367, loss_cls: 1.4251, loss: 1.4251, grad_norm: 6.4851 2020-08-02 13:04:53,096 - mmaction - INFO - Epoch [51][1320/3757] lr: 1.000e-03, eta: 4 days, 4:51:44, time: 1.994, data_time: 0.007, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8391, loss_cls: 1.5207, loss: 1.5207, grad_norm: 6.7532 2020-08-02 13:05:33,224 - mmaction - INFO - Epoch [51][1340/3757] lr: 1.000e-03, eta: 4 days, 4:51:14, time: 2.012, data_time: 0.010, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8281, loss_cls: 1.5263, loss: 1.5263, grad_norm: 6.8307 2020-08-02 13:06:10,859 - mmaction - INFO - Epoch [51][1360/3757] lr: 1.000e-03, eta: 4 days, 4:50:25, time: 1.874, data_time: 0.009, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4286, loss: 1.4286, grad_norm: 6.5030 2020-08-02 13:06:51,881 - mmaction - INFO - Epoch [51][1380/3757] lr: 1.000e-03, eta: 4 days, 4:50:01, time: 2.059, data_time: 0.045, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.4726, loss: 1.4726, grad_norm: 6.6300 2020-08-02 13:07:33,287 - mmaction - INFO - Epoch [51][1400/3757] lr: 1.000e-03, eta: 4 days, 4:49:38, time: 2.062, data_time: 0.302, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8531, loss_cls: 1.4644, loss: 1.4644, grad_norm: 6.5799 2020-08-02 13:08:08,865 - mmaction - INFO - Epoch [51][1420/3757] lr: 1.000e-03, eta: 4 days, 4:48:38, time: 1.787, data_time: 0.076, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4483, loss: 1.4483, grad_norm: 6.5744 2020-08-02 13:08:49,690 - mmaction - INFO - Epoch [51][1440/3757] lr: 1.000e-03, eta: 4 days, 4:48:11, time: 2.036, data_time: 0.006, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8273, loss_cls: 1.5094, loss: 1.5094, grad_norm: 6.8501 2020-08-02 13:09:28,998 - mmaction - INFO - Epoch [51][1460/3757] lr: 1.000e-03, eta: 4 days, 4:47:35, time: 1.970, data_time: 0.027, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8547, loss_cls: 1.3718, loss: 1.3718, grad_norm: 6.4265 2020-08-02 13:10:07,954 - mmaction - INFO - Epoch [51][1480/3757] lr: 1.000e-03, eta: 4 days, 4:46:56, time: 1.948, data_time: 0.007, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.3611, loss: 1.3611, grad_norm: 6.5975 2020-08-02 13:10:47,083 - mmaction - INFO - Epoch [51][1500/3757] lr: 1.000e-03, eta: 4 days, 4:46:18, time: 1.955, data_time: 0.211, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8391, loss_cls: 1.4778, loss: 1.4778, grad_norm: 6.9487 2020-08-02 13:11:26,597 - mmaction - INFO - Epoch [51][1520/3757] lr: 1.000e-03, eta: 4 days, 4:45:43, time: 1.976, data_time: 0.009, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8477, loss_cls: 1.4681, loss: 1.4681, grad_norm: 6.6848 2020-08-02 13:12:06,409 - mmaction - INFO - Epoch [51][1540/3757] lr: 1.000e-03, eta: 4 days, 4:45:09, time: 1.983, data_time: 0.202, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8500, loss_cls: 1.4578, loss: 1.4578, grad_norm: 6.6960 2020-08-02 13:12:46,520 - mmaction - INFO - Epoch [51][1560/3757] lr: 1.000e-03, eta: 4 days, 4:44:39, time: 2.014, data_time: 0.469, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8477, loss_cls: 1.4365, loss: 1.4365, grad_norm: 6.5896 2020-08-02 13:13:21,293 - mmaction - INFO - Epoch [51][1580/3757] lr: 1.000e-03, eta: 4 days, 4:43:33, time: 1.739, data_time: 0.390, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8547, loss_cls: 1.3769, loss: 1.3769, grad_norm: 6.5666 2020-08-02 13:14:02,307 - mmaction - INFO - Epoch [51][1600/3757] lr: 1.000e-03, eta: 4 days, 4:43:06, time: 2.041, data_time: 0.331, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8313, loss_cls: 1.4967, loss: 1.4967, grad_norm: 6.6311 2020-08-02 13:14:41,771 - mmaction - INFO - Epoch [51][1620/3757] lr: 1.000e-03, eta: 4 days, 4:42:32, time: 1.982, data_time: 0.012, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8422, loss_cls: 1.4657, loss: 1.4657, grad_norm: 6.7022 2020-08-02 13:15:26,618 - mmaction - INFO - Epoch [51][1640/3757] lr: 1.000e-03, eta: 4 days, 4:42:32, time: 2.237, data_time: 0.453, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4204, loss: 1.4204, grad_norm: 6.7222 2020-08-02 13:16:01,818 - mmaction - INFO - Epoch [51][1660/3757] lr: 1.000e-03, eta: 4 days, 4:41:29, time: 1.765, data_time: 0.399, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.4245, loss: 1.4245, grad_norm: 6.3450 2020-08-02 13:16:41,862 - mmaction - INFO - Epoch [51][1680/3757] lr: 1.000e-03, eta: 4 days, 4:40:57, time: 2.000, data_time: 0.442, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.4672, loss: 1.4672, grad_norm: 6.8635 2020-08-02 13:17:18,246 - mmaction - INFO - Epoch [51][1700/3757] lr: 1.000e-03, eta: 4 days, 4:40:01, time: 1.822, data_time: 0.008, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4714, loss: 1.4714, grad_norm: 6.7538 2020-08-02 13:18:01,680 - mmaction - INFO - Epoch [51][1720/3757] lr: 1.000e-03, eta: 4 days, 4:39:51, time: 2.165, data_time: 0.008, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8539, loss_cls: 1.4747, loss: 1.4747, grad_norm: 7.0063 2020-08-02 13:18:37,743 - mmaction - INFO - Epoch [51][1740/3757] lr: 1.000e-03, eta: 4 days, 4:38:54, time: 1.810, data_time: 0.410, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8359, loss_cls: 1.5283, loss: 1.5283, grad_norm: 6.7085 2020-08-02 13:19:18,553 - mmaction - INFO - Epoch [51][1760/3757] lr: 1.000e-03, eta: 4 days, 4:38:27, time: 2.037, data_time: 0.094, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8453, loss_cls: 1.4910, loss: 1.4910, grad_norm: 6.8527 2020-08-02 13:19:57,814 - mmaction - INFO - Epoch [51][1780/3757] lr: 1.000e-03, eta: 4 days, 4:37:51, time: 1.966, data_time: 0.006, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8492, loss_cls: 1.4384, loss: 1.4384, grad_norm: 6.5504 2020-08-02 13:20:35,209 - mmaction - INFO - Epoch [51][1800/3757] lr: 1.000e-03, eta: 4 days, 4:37:01, time: 1.863, data_time: 0.008, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.4765, loss: 1.4765, grad_norm: 6.6695 2020-08-02 13:21:15,472 - mmaction - INFO - Epoch [51][1820/3757] lr: 1.000e-03, eta: 4 days, 4:36:31, time: 2.019, data_time: 0.010, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4670, loss: 1.4670, grad_norm: 6.6107 2020-08-02 13:21:54,066 - mmaction - INFO - Epoch [51][1840/3757] lr: 1.000e-03, eta: 4 days, 4:35:50, time: 1.930, data_time: 0.009, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8383, loss_cls: 1.4405, loss: 1.4405, grad_norm: 6.5835 2020-08-02 13:22:33,312 - mmaction - INFO - Epoch [51][1860/3757] lr: 1.000e-03, eta: 4 days, 4:35:13, time: 1.962, data_time: 0.004, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8367, loss_cls: 1.4430, loss: 1.4430, grad_norm: 6.8392 2020-08-02 13:23:10,795 - mmaction - INFO - Epoch [51][1880/3757] lr: 1.000e-03, eta: 4 days, 4:34:24, time: 1.873, data_time: 0.011, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.4972, loss: 1.4972, grad_norm: 6.8281 2020-08-02 13:23:50,123 - mmaction - INFO - Epoch [51][1900/3757] lr: 1.000e-03, eta: 4 days, 4:33:48, time: 1.966, data_time: 0.005, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8227, loss_cls: 1.5589, loss: 1.5589, grad_norm: 6.7587 2020-08-02 13:24:25,621 - mmaction - INFO - Epoch [51][1920/3757] lr: 1.000e-03, eta: 4 days, 4:32:47, time: 1.777, data_time: 0.005, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4538, loss: 1.4538, grad_norm: 6.9713 2020-08-02 13:25:06,962 - mmaction - INFO - Epoch [51][1940/3757] lr: 1.000e-03, eta: 4 days, 4:32:23, time: 2.063, data_time: 0.239, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3717, loss: 1.3717, grad_norm: 6.5125 2020-08-02 13:25:47,524 - mmaction - INFO - Epoch [51][1960/3757] lr: 1.000e-03, eta: 4 days, 4:31:55, time: 2.032, data_time: 0.034, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8617, loss_cls: 1.4171, loss: 1.4171, grad_norm: 6.6427 2020-08-02 13:26:29,697 - mmaction - INFO - Epoch [51][1980/3757] lr: 1.000e-03, eta: 4 days, 4:31:37, time: 2.106, data_time: 0.820, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8508, loss_cls: 1.4180, loss: 1.4180, grad_norm: 6.7661 2020-08-02 13:27:08,582 - mmaction - INFO - Epoch [51][2000/3757] lr: 1.000e-03, eta: 4 days, 4:30:58, time: 1.947, data_time: 1.380, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8336, loss_cls: 1.5309, loss: 1.5309, grad_norm: 6.8837 2020-08-02 13:27:43,198 - mmaction - INFO - Epoch [51][2020/3757] lr: 1.000e-03, eta: 4 days, 4:29:51, time: 1.729, data_time: 1.095, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8305, loss_cls: 1.4938, loss: 1.4938, grad_norm: 6.7633 2020-08-02 13:28:26,491 - mmaction - INFO - Epoch [51][2040/3757] lr: 1.000e-03, eta: 4 days, 4:29:40, time: 2.165, data_time: 0.542, memory: 5166, top1_acc: 0.6188, top5_acc: 0.8438, loss_cls: 1.5467, loss: 1.5467, grad_norm: 7.0105 2020-08-02 13:29:02,400 - mmaction - INFO - Epoch [51][2060/3757] lr: 1.000e-03, eta: 4 days, 4:28:41, time: 1.790, data_time: 0.020, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8453, loss_cls: 1.4628, loss: 1.4628, grad_norm: 6.8591 2020-08-02 13:29:43,537 - mmaction - INFO - Epoch [51][2080/3757] lr: 1.000e-03, eta: 4 days, 4:28:17, time: 2.061, data_time: 0.010, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3667, loss: 1.3667, grad_norm: 6.6996 2020-08-02 13:30:20,875 - mmaction - INFO - Epoch [51][2100/3757] lr: 1.000e-03, eta: 4 days, 4:27:27, time: 1.865, data_time: 0.009, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.4351, loss: 1.4351, grad_norm: 6.6673 2020-08-02 13:30:59,453 - mmaction - INFO - Epoch [51][2120/3757] lr: 1.000e-03, eta: 4 days, 4:26:46, time: 1.930, data_time: 0.013, memory: 5166, top1_acc: 0.6234, top5_acc: 0.8570, loss_cls: 1.4926, loss: 1.4926, grad_norm: 7.0829 2020-08-02 13:31:37,605 - mmaction - INFO - Epoch [51][2140/3757] lr: 1.000e-03, eta: 4 days, 4:26:02, time: 1.909, data_time: 0.480, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.4702, loss: 1.4702, grad_norm: 6.5990 2020-08-02 13:32:17,656 - mmaction - INFO - Epoch [51][2160/3757] lr: 1.000e-03, eta: 4 days, 4:25:31, time: 2.004, data_time: 0.202, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8406, loss_cls: 1.5007, loss: 1.5007, grad_norm: 6.8302 2020-08-02 13:32:55,830 - mmaction - INFO - Epoch [51][2180/3757] lr: 1.000e-03, eta: 4 days, 4:24:47, time: 1.907, data_time: 0.003, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3741, loss: 1.3741, grad_norm: 6.4847 2020-08-02 13:33:34,402 - mmaction - INFO - Epoch [51][2200/3757] lr: 1.000e-03, eta: 4 days, 4:24:05, time: 1.926, data_time: 0.010, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8352, loss_cls: 1.4712, loss: 1.4712, grad_norm: 6.6798 2020-08-02 13:34:17,166 - mmaction - INFO - Epoch [51][2220/3757] lr: 1.000e-03, eta: 4 days, 4:23:51, time: 2.142, data_time: 0.009, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8391, loss_cls: 1.4961, loss: 1.4961, grad_norm: 6.7164 2020-08-02 13:34:53,714 - mmaction - INFO - Epoch [51][2240/3757] lr: 1.000e-03, eta: 4 days, 4:22:56, time: 1.823, data_time: 0.008, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8477, loss_cls: 1.4984, loss: 1.4984, grad_norm: 6.7690 2020-08-02 13:35:35,198 - mmaction - INFO - Epoch [51][2260/3757] lr: 1.000e-03, eta: 4 days, 4:22:34, time: 2.078, data_time: 0.055, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8539, loss_cls: 1.4383, loss: 1.4383, grad_norm: 6.8255 2020-08-02 13:36:14,456 - mmaction - INFO - Epoch [51][2280/3757] lr: 1.000e-03, eta: 4 days, 4:21:58, time: 1.963, data_time: 0.010, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8422, loss_cls: 1.4632, loss: 1.4632, grad_norm: 6.6054 2020-08-02 13:36:54,917 - mmaction - INFO - Epoch [51][2300/3757] lr: 1.000e-03, eta: 4 days, 4:21:27, time: 2.014, data_time: 0.048, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.4702, loss: 1.4702, grad_norm: 6.8892 2020-08-02 13:37:36,708 - mmaction - INFO - Epoch [51][2320/3757] lr: 1.000e-03, eta: 4 days, 4:21:08, time: 2.100, data_time: 0.013, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8438, loss_cls: 1.4498, loss: 1.4498, grad_norm: 6.4845 2020-08-02 13:38:05,276 - mmaction - INFO - Epoch [51][2340/3757] lr: 1.000e-03, eta: 4 days, 4:19:22, time: 1.428, data_time: 0.006, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8555, loss_cls: 1.4022, loss: 1.4022, grad_norm: 6.7592 2020-08-02 13:38:47,257 - mmaction - INFO - Epoch [51][2360/3757] lr: 1.000e-03, eta: 4 days, 4:19:02, time: 2.092, data_time: 0.020, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.4708, loss: 1.4708, grad_norm: 6.8185 2020-08-02 13:39:29,712 - mmaction - INFO - Epoch [51][2380/3757] lr: 1.000e-03, eta: 4 days, 4:18:47, time: 2.130, data_time: 0.010, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.4133, loss: 1.4133, grad_norm: 6.7074 2020-08-02 13:40:11,386 - mmaction - INFO - Epoch [51][2400/3757] lr: 1.000e-03, eta: 4 days, 4:18:25, time: 2.080, data_time: 0.006, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8336, loss_cls: 1.4644, loss: 1.4644, grad_norm: 6.8415 2020-08-02 13:40:47,983 - mmaction - INFO - Epoch [51][2420/3757] lr: 1.000e-03, eta: 4 days, 4:17:31, time: 1.833, data_time: 0.005, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.3809, loss: 1.3809, grad_norm: 6.4388 2020-08-02 13:41:27,604 - mmaction - INFO - Epoch [51][2440/3757] lr: 1.000e-03, eta: 4 days, 4:16:56, time: 1.979, data_time: 0.321, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8375, loss_cls: 1.4910, loss: 1.4910, grad_norm: 6.6649 2020-08-02 13:42:05,586 - mmaction - INFO - Epoch [51][2460/3757] lr: 1.000e-03, eta: 4 days, 4:16:11, time: 1.893, data_time: 0.615, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8383, loss_cls: 1.4855, loss: 1.4855, grad_norm: 6.7517 2020-08-02 13:42:44,304 - mmaction - INFO - Epoch [51][2480/3757] lr: 1.000e-03, eta: 4 days, 4:15:30, time: 1.934, data_time: 1.064, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8375, loss_cls: 1.4623, loss: 1.4623, grad_norm: 6.6743 2020-08-02 13:43:24,397 - mmaction - INFO - Epoch [51][2500/3757] lr: 1.000e-03, eta: 4 days, 4:14:59, time: 2.011, data_time: 1.400, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.4469, loss: 1.4469, grad_norm: 6.6228 2020-08-02 13:44:03,321 - mmaction - INFO - Epoch [51][2520/3757] lr: 1.000e-03, eta: 4 days, 4:14:20, time: 1.947, data_time: 1.371, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4380, loss: 1.4380, grad_norm: 6.5496 2020-08-02 13:44:44,153 - mmaction - INFO - Epoch [51][2540/3757] lr: 1.000e-03, eta: 4 days, 4:13:53, time: 2.036, data_time: 1.366, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8578, loss_cls: 1.4344, loss: 1.4344, grad_norm: 6.8418 2020-08-02 13:45:23,293 - mmaction - INFO - Epoch [51][2560/3757] lr: 1.000e-03, eta: 4 days, 4:13:16, time: 1.963, data_time: 1.300, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8500, loss_cls: 1.4586, loss: 1.4586, grad_norm: 6.8362 2020-08-02 13:46:02,583 - mmaction - INFO - Epoch [51][2580/3757] lr: 1.000e-03, eta: 4 days, 4:12:39, time: 1.962, data_time: 0.510, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8492, loss_cls: 1.4792, loss: 1.4792, grad_norm: 6.8348 2020-08-02 13:46:42,221 - mmaction - INFO - Epoch [51][2600/3757] lr: 1.000e-03, eta: 4 days, 4:12:04, time: 1.978, data_time: 0.202, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8586, loss_cls: 1.4809, loss: 1.4809, grad_norm: 6.8774 2020-08-02 13:47:24,345 - mmaction - INFO - Epoch [51][2620/3757] lr: 1.000e-03, eta: 4 days, 4:11:46, time: 2.110, data_time: 0.430, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8477, loss_cls: 1.4568, loss: 1.4568, grad_norm: 6.6741 2020-08-02 13:48:02,819 - mmaction - INFO - Epoch [51][2640/3757] lr: 1.000e-03, eta: 4 days, 4:11:04, time: 1.926, data_time: 0.009, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8391, loss_cls: 1.4494, loss: 1.4494, grad_norm: 6.5681 2020-08-02 13:48:41,165 - mmaction - INFO - Epoch [51][2660/3757] lr: 1.000e-03, eta: 4 days, 4:10:21, time: 1.916, data_time: 0.017, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8297, loss_cls: 1.4847, loss: 1.4847, grad_norm: 6.7236 2020-08-02 13:49:20,996 - mmaction - INFO - Epoch [51][2680/3757] lr: 1.000e-03, eta: 4 days, 4:09:47, time: 1.982, data_time: 0.009, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8414, loss_cls: 1.4198, loss: 1.4198, grad_norm: 6.6285 2020-08-02 13:49:55,694 - mmaction - INFO - Epoch [51][2700/3757] lr: 1.000e-03, eta: 4 days, 4:08:42, time: 1.746, data_time: 0.018, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8352, loss_cls: 1.4704, loss: 1.4704, grad_norm: 6.7189 2020-08-02 13:50:35,754 - mmaction - INFO - Epoch [51][2720/3757] lr: 1.000e-03, eta: 4 days, 4:08:10, time: 2.003, data_time: 0.012, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8500, loss_cls: 1.4223, loss: 1.4223, grad_norm: 6.3829 2020-08-02 13:51:12,546 - mmaction - INFO - Epoch [51][2740/3757] lr: 1.000e-03, eta: 4 days, 4:07:16, time: 1.829, data_time: 0.008, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8406, loss_cls: 1.4264, loss: 1.4264, grad_norm: 6.4268 2020-08-02 13:51:53,812 - mmaction - INFO - Epoch [51][2760/3757] lr: 1.000e-03, eta: 4 days, 4:06:52, time: 2.064, data_time: 0.012, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8617, loss_cls: 1.4090, loss: 1.4090, grad_norm: 6.5753 2020-08-02 13:52:32,505 - mmaction - INFO - Epoch [51][2780/3757] lr: 1.000e-03, eta: 4 days, 4:06:12, time: 1.938, data_time: 0.012, memory: 5166, top1_acc: 0.6227, top5_acc: 0.8320, loss_cls: 1.5449, loss: 1.5449, grad_norm: 6.8162 2020-08-02 13:53:10,366 - mmaction - INFO - Epoch [51][2800/3757] lr: 1.000e-03, eta: 4 days, 4:05:26, time: 1.895, data_time: 0.010, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8562, loss_cls: 1.4179, loss: 1.4179, grad_norm: 6.7546 2020-08-02 13:53:50,692 - mmaction - INFO - Epoch [51][2820/3757] lr: 1.000e-03, eta: 4 days, 4:04:56, time: 2.017, data_time: 0.010, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.4347, loss: 1.4347, grad_norm: 6.7438 2020-08-02 13:54:28,541 - mmaction - INFO - Epoch [51][2840/3757] lr: 1.000e-03, eta: 4 days, 4:04:11, time: 1.896, data_time: 0.070, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8367, loss_cls: 1.5113, loss: 1.5113, grad_norm: 6.8798 2020-08-02 13:55:05,356 - mmaction - INFO - Epoch [51][2860/3757] lr: 1.000e-03, eta: 4 days, 4:03:18, time: 1.841, data_time: 0.008, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.4361, loss: 1.4361, grad_norm: 6.6187 2020-08-02 13:55:44,242 - mmaction - INFO - Epoch [51][2880/3757] lr: 1.000e-03, eta: 4 days, 4:02:39, time: 1.944, data_time: 0.002, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.4647, loss: 1.4647, grad_norm: 6.8171 2020-08-02 13:56:21,029 - mmaction - INFO - Epoch [51][2900/3757] lr: 1.000e-03, eta: 4 days, 4:01:46, time: 1.834, data_time: 0.008, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8453, loss_cls: 1.4460, loss: 1.4460, grad_norm: 6.7184 2020-08-02 13:57:01,779 - mmaction - INFO - Epoch [51][2920/3757] lr: 1.000e-03, eta: 4 days, 4:01:19, time: 2.044, data_time: 0.013, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4764, loss: 1.4764, grad_norm: 6.7091 2020-08-02 13:57:41,216 - mmaction - INFO - Epoch [51][2940/3757] lr: 1.000e-03, eta: 4 days, 4:00:42, time: 1.964, data_time: 0.008, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8516, loss_cls: 1.4286, loss: 1.4286, grad_norm: 6.7521 2020-08-02 13:58:17,595 - mmaction - INFO - Epoch [51][2960/3757] lr: 1.000e-03, eta: 4 days, 3:59:48, time: 1.826, data_time: 0.010, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.4841, loss: 1.4841, grad_norm: 6.9865 2020-08-02 13:58:57,804 - mmaction - INFO - Epoch [51][2980/3757] lr: 1.000e-03, eta: 4 days, 3:59:16, time: 2.003, data_time: 0.008, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.4976, loss: 1.4976, grad_norm: 6.7083 2020-08-02 13:59:35,051 - mmaction - INFO - Epoch [51][3000/3757] lr: 1.000e-03, eta: 4 days, 3:58:27, time: 1.869, data_time: 0.010, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8586, loss_cls: 1.3788, loss: 1.3788, grad_norm: 6.6926 2020-08-02 14:00:13,640 - mmaction - INFO - Epoch [51][3020/3757] lr: 1.000e-03, eta: 4 days, 3:57:45, time: 1.922, data_time: 0.009, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4569, loss: 1.4569, grad_norm: 6.8727 2020-08-02 14:00:54,271 - mmaction - INFO - Epoch [51][3040/3757] lr: 1.000e-03, eta: 4 days, 3:57:18, time: 2.040, data_time: 0.065, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8594, loss_cls: 1.3704, loss: 1.3704, grad_norm: 6.5795 2020-08-02 14:01:34,230 - mmaction - INFO - Epoch [51][3060/3757] lr: 1.000e-03, eta: 4 days, 3:56:45, time: 1.992, data_time: 0.749, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.4091, loss: 1.4091, grad_norm: 6.6565 2020-08-02 14:02:14,431 - mmaction - INFO - Epoch [51][3080/3757] lr: 1.000e-03, eta: 4 days, 3:56:14, time: 2.014, data_time: 0.123, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.4463, loss: 1.4463, grad_norm: 6.5810 2020-08-02 14:02:53,845 - mmaction - INFO - Epoch [51][3100/3757] lr: 1.000e-03, eta: 4 days, 3:55:38, time: 1.966, data_time: 0.006, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8484, loss_cls: 1.4181, loss: 1.4181, grad_norm: 6.6137 2020-08-02 14:03:31,718 - mmaction - INFO - Epoch [51][3120/3757] lr: 1.000e-03, eta: 4 days, 3:54:53, time: 1.901, data_time: 0.011, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8414, loss_cls: 1.4681, loss: 1.4681, grad_norm: 6.6012 2020-08-02 14:04:09,940 - mmaction - INFO - Epoch [51][3140/3757] lr: 1.000e-03, eta: 4 days, 3:54:09, time: 1.912, data_time: 0.006, memory: 5166, top1_acc: 0.6211, top5_acc: 0.8305, loss_cls: 1.5368, loss: 1.5368, grad_norm: 6.9057 2020-08-02 14:04:48,630 - mmaction - INFO - Epoch [51][3160/3757] lr: 1.000e-03, eta: 4 days, 3:53:28, time: 1.931, data_time: 0.031, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.5232, loss: 1.5232, grad_norm: 6.9764 2020-08-02 14:05:32,308 - mmaction - INFO - Epoch [51][3180/3757] lr: 1.000e-03, eta: 4 days, 3:53:19, time: 2.185, data_time: 0.087, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8297, loss_cls: 1.4995, loss: 1.4995, grad_norm: 6.6650 2020-08-02 14:06:07,962 - mmaction - INFO - Epoch [51][3200/3757] lr: 1.000e-03, eta: 4 days, 3:52:20, time: 1.781, data_time: 0.061, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.5032, loss: 1.5032, grad_norm: 6.8437 2020-08-02 14:06:49,573 - mmaction - INFO - Epoch [51][3220/3757] lr: 1.000e-03, eta: 4 days, 3:51:56, time: 2.074, data_time: 0.603, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4549, loss: 1.4549, grad_norm: 6.7627 2020-08-02 14:07:27,076 - mmaction - INFO - Epoch [51][3240/3757] lr: 1.000e-03, eta: 4 days, 3:51:10, time: 1.885, data_time: 0.014, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3522, loss: 1.3522, grad_norm: 6.4683 2020-08-02 14:08:06,624 - mmaction - INFO - Epoch [51][3260/3757] lr: 1.000e-03, eta: 4 days, 3:50:34, time: 1.975, data_time: 0.058, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8461, loss_cls: 1.4709, loss: 1.4709, grad_norm: 6.7164 2020-08-02 14:08:40,517 - mmaction - INFO - Epoch [51][3280/3757] lr: 1.000e-03, eta: 4 days, 3:49:24, time: 1.698, data_time: 0.010, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.4369, loss: 1.4369, grad_norm: 6.6760 2020-08-02 14:09:21,077 - mmaction - INFO - Epoch [51][3300/3757] lr: 1.000e-03, eta: 4 days, 3:48:54, time: 2.020, data_time: 0.007, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8594, loss_cls: 1.4079, loss: 1.4079, grad_norm: 6.7151 2020-08-02 14:10:02,129 - mmaction - INFO - Epoch [51][3320/3757] lr: 1.000e-03, eta: 4 days, 3:48:30, time: 2.060, data_time: 0.010, memory: 5166, top1_acc: 0.6227, top5_acc: 0.8453, loss_cls: 1.4439, loss: 1.4439, grad_norm: 6.7637 2020-08-02 14:10:40,892 - mmaction - INFO - Epoch [51][3340/3757] lr: 1.000e-03, eta: 4 days, 3:47:49, time: 1.935, data_time: 0.008, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8492, loss_cls: 1.4227, loss: 1.4227, grad_norm: 6.5263 2020-08-02 14:11:19,164 - mmaction - INFO - Epoch [51][3360/3757] lr: 1.000e-03, eta: 4 days, 3:47:06, time: 1.914, data_time: 0.016, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8383, loss_cls: 1.4198, loss: 1.4198, grad_norm: 6.6027 2020-08-02 14:12:01,483 - mmaction - INFO - Epoch [51][3380/3757] lr: 1.000e-03, eta: 4 days, 3:46:48, time: 2.118, data_time: 0.013, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4525, loss: 1.4525, grad_norm: 6.7024 2020-08-02 14:12:36,538 - mmaction - INFO - Epoch [51][3400/3757] lr: 1.000e-03, eta: 4 days, 3:45:45, time: 1.754, data_time: 0.010, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8648, loss_cls: 1.3799, loss: 1.3799, grad_norm: 6.6460 2020-08-02 14:13:15,686 - mmaction - INFO - Epoch [51][3420/3757] lr: 1.000e-03, eta: 4 days, 3:45:07, time: 1.952, data_time: 0.134, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8406, loss_cls: 1.4884, loss: 1.4884, grad_norm: 6.7819 2020-08-02 14:13:55,460 - mmaction - INFO - Epoch [51][3440/3757] lr: 1.000e-03, eta: 4 days, 3:44:34, time: 1.994, data_time: 0.011, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8500, loss_cls: 1.4394, loss: 1.4394, grad_norm: 6.7506 2020-08-02 14:14:31,661 - mmaction - INFO - Epoch [51][3460/3757] lr: 1.000e-03, eta: 4 days, 3:43:38, time: 1.807, data_time: 0.002, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8273, loss_cls: 1.5329, loss: 1.5329, grad_norm: 6.8040 2020-08-02 14:15:11,062 - mmaction - INFO - Epoch [51][3480/3757] lr: 1.000e-03, eta: 4 days, 3:43:02, time: 1.972, data_time: 0.120, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.4895, loss: 1.4895, grad_norm: 6.8446 2020-08-02 14:15:51,229 - mmaction - INFO - Epoch [51][3500/3757] lr: 1.000e-03, eta: 4 days, 3:42:30, time: 2.009, data_time: 0.110, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.5049, loss: 1.5049, grad_norm: 6.8460 2020-08-02 14:16:32,893 - mmaction - INFO - Epoch [51][3520/3757] lr: 1.000e-03, eta: 4 days, 3:42:03, time: 2.042, data_time: 0.484, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.4394, loss: 1.4394, grad_norm: 6.6853 2020-08-02 14:17:12,401 - mmaction - INFO - Epoch [51][3540/3757] lr: 1.000e-03, eta: 4 days, 3:41:33, time: 2.017, data_time: 0.123, memory: 5166, top1_acc: 0.6141, top5_acc: 0.8187, loss_cls: 1.5965, loss: 1.5965, grad_norm: 6.7857 2020-08-02 14:17:51,160 - mmaction - INFO - Epoch [51][3560/3757] lr: 1.000e-03, eta: 4 days, 3:40:53, time: 1.939, data_time: 0.010, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8555, loss_cls: 1.4099, loss: 1.4099, grad_norm: 6.6385 2020-08-02 14:18:31,158 - mmaction - INFO - Epoch [51][3580/3757] lr: 1.000e-03, eta: 4 days, 3:40:20, time: 1.999, data_time: 0.003, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4390, loss: 1.4390, grad_norm: 6.7691 2020-08-02 14:19:06,244 - mmaction - INFO - Epoch [51][3600/3757] lr: 1.000e-03, eta: 4 days, 3:39:16, time: 1.746, data_time: 0.008, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8438, loss_cls: 1.4261, loss: 1.4261, grad_norm: 6.5979 2020-08-02 14:19:44,674 - mmaction - INFO - Epoch [51][3620/3757] lr: 1.000e-03, eta: 4 days, 3:38:35, time: 1.929, data_time: 0.079, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8594, loss_cls: 1.3509, loss: 1.3509, grad_norm: 6.3672 2020-08-02 14:20:25,744 - mmaction - INFO - Epoch [51][3640/3757] lr: 1.000e-03, eta: 4 days, 3:38:09, time: 2.050, data_time: 0.060, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8258, loss_cls: 1.5443, loss: 1.5443, grad_norm: 7.0238 2020-08-02 14:21:02,773 - mmaction - INFO - Epoch [51][3660/3757] lr: 1.000e-03, eta: 4 days, 3:37:19, time: 1.854, data_time: 0.009, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.4051, loss: 1.4051, grad_norm: 6.4061 2020-08-02 14:21:41,355 - mmaction - INFO - Epoch [51][3680/3757] lr: 1.000e-03, eta: 4 days, 3:36:38, time: 1.932, data_time: 0.018, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8484, loss_cls: 1.4394, loss: 1.4394, grad_norm: 6.6394 2020-08-02 14:22:19,673 - mmaction - INFO - Epoch [51][3700/3757] lr: 1.000e-03, eta: 4 days, 3:35:55, time: 1.916, data_time: 0.167, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8492, loss_cls: 1.4061, loss: 1.4061, grad_norm: 6.5987 2020-08-02 14:23:00,522 - mmaction - INFO - Epoch [51][3720/3757] lr: 1.000e-03, eta: 4 days, 3:35:27, time: 2.035, data_time: 0.641, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8359, loss_cls: 1.4566, loss: 1.4566, grad_norm: 6.6424 2020-08-02 14:23:40,271 - mmaction - INFO - Epoch [51][3740/3757] lr: 1.000e-03, eta: 4 days, 3:34:53, time: 1.987, data_time: 0.010, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8445, loss_cls: 1.4642, loss: 1.4642, grad_norm: 6.8072 2020-08-02 14:24:04,459 - mmaction - INFO - Saving checkpoint at 51 epochs 2020-08-02 14:24:59,609 - mmaction - INFO - Epoch [52][20/3757] lr: 1.000e-03, eta: 4 days, 3:31:44, time: 2.651, data_time: 1.162, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8656, loss_cls: 1.3587, loss: 1.3587, grad_norm: 6.6423 2020-08-02 14:25:37,805 - mmaction - INFO - Epoch [52][40/3757] lr: 1.000e-03, eta: 4 days, 3:31:02, time: 1.919, data_time: 0.012, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8508, loss_cls: 1.3884, loss: 1.3884, grad_norm: 6.7288 2020-08-02 14:26:16,012 - mmaction - INFO - Epoch [52][60/3757] lr: 1.000e-03, eta: 4 days, 3:30:18, time: 1.909, data_time: 0.058, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8352, loss_cls: 1.4239, loss: 1.4239, grad_norm: 6.7045 2020-08-02 14:26:54,555 - mmaction - INFO - Epoch [52][80/3757] lr: 1.000e-03, eta: 4 days, 3:29:37, time: 1.925, data_time: 0.138, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8445, loss_cls: 1.4202, loss: 1.4202, grad_norm: 6.5638 2020-08-02 14:27:35,332 - mmaction - INFO - Epoch [52][100/3757] lr: 1.000e-03, eta: 4 days, 3:29:09, time: 2.040, data_time: 0.447, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8398, loss_cls: 1.4545, loss: 1.4545, grad_norm: 6.5503 2020-08-02 14:28:14,013 - mmaction - INFO - Epoch [52][120/3757] lr: 1.000e-03, eta: 4 days, 3:28:28, time: 1.930, data_time: 0.109, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8484, loss_cls: 1.4653, loss: 1.4653, grad_norm: 6.9150 2020-08-02 14:28:54,566 - mmaction - INFO - Epoch [52][140/3757] lr: 1.000e-03, eta: 4 days, 3:28:00, time: 2.032, data_time: 0.368, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8352, loss_cls: 1.5182, loss: 1.5182, grad_norm: 6.5452 2020-08-02 14:29:32,898 - mmaction - INFO - Epoch [52][160/3757] lr: 1.000e-03, eta: 4 days, 3:27:18, time: 1.918, data_time: 0.307, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8383, loss_cls: 1.4777, loss: 1.4777, grad_norm: 6.6973 2020-08-02 14:30:11,635 - mmaction - INFO - Epoch [52][180/3757] lr: 1.000e-03, eta: 4 days, 3:26:37, time: 1.936, data_time: 0.007, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8555, loss_cls: 1.4455, loss: 1.4455, grad_norm: 6.8931 2020-08-02 14:30:54,222 - mmaction - INFO - Epoch [52][200/3757] lr: 1.000e-03, eta: 4 days, 3:26:21, time: 2.129, data_time: 0.011, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8391, loss_cls: 1.5097, loss: 1.5097, grad_norm: 6.6418 2020-08-02 14:31:29,296 - mmaction - INFO - Epoch [52][220/3757] lr: 1.000e-03, eta: 4 days, 3:25:17, time: 1.747, data_time: 0.009, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8508, loss_cls: 1.4667, loss: 1.4667, grad_norm: 6.9814 2020-08-02 14:32:13,018 - mmaction - INFO - Epoch [52][240/3757] lr: 1.000e-03, eta: 4 days, 3:25:08, time: 2.188, data_time: 0.079, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8438, loss_cls: 1.4680, loss: 1.4680, grad_norm: 6.9416 2020-08-02 14:32:50,170 - mmaction - INFO - Epoch [52][260/3757] lr: 1.000e-03, eta: 4 days, 3:24:19, time: 1.863, data_time: 0.008, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3570, loss: 1.3570, grad_norm: 6.5260 2020-08-02 14:33:30,770 - mmaction - INFO - Epoch [52][280/3757] lr: 1.000e-03, eta: 4 days, 3:23:50, time: 2.029, data_time: 0.093, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8344, loss_cls: 1.5371, loss: 1.5371, grad_norm: 6.9610 2020-08-02 14:34:08,933 - mmaction - INFO - Epoch [52][300/3757] lr: 1.000e-03, eta: 4 days, 3:23:06, time: 1.910, data_time: 0.041, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8594, loss_cls: 1.3379, loss: 1.3379, grad_norm: 6.4875 2020-08-02 14:34:51,173 - mmaction - INFO - Epoch [52][320/3757] lr: 1.000e-03, eta: 4 days, 3:22:47, time: 2.110, data_time: 0.020, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.4744, loss: 1.4744, grad_norm: 6.9456 2020-08-02 14:35:29,992 - mmaction - INFO - Epoch [52][340/3757] lr: 1.000e-03, eta: 4 days, 3:22:07, time: 1.940, data_time: 0.004, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8672, loss_cls: 1.3348, loss: 1.3348, grad_norm: 6.5184 2020-08-02 14:36:09,338 - mmaction - INFO - Epoch [52][360/3757] lr: 1.000e-03, eta: 4 days, 3:21:31, time: 1.969, data_time: 0.011, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8453, loss_cls: 1.5033, loss: 1.5033, grad_norm: 6.9805 2020-08-02 14:36:50,012 - mmaction - INFO - Epoch [52][380/3757] lr: 1.000e-03, eta: 4 days, 3:21:02, time: 2.027, data_time: 0.032, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8578, loss_cls: 1.3694, loss: 1.3694, grad_norm: 6.7564 2020-08-02 14:37:27,616 - mmaction - INFO - Epoch [52][400/3757] lr: 1.000e-03, eta: 4 days, 3:20:16, time: 1.888, data_time: 0.011, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8438, loss_cls: 1.4347, loss: 1.4347, grad_norm: 6.6282 2020-08-02 14:38:05,354 - mmaction - INFO - Epoch [52][420/3757] lr: 1.000e-03, eta: 4 days, 3:19:29, time: 1.883, data_time: 0.009, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8398, loss_cls: 1.4489, loss: 1.4489, grad_norm: 6.5574 2020-08-02 14:38:43,696 - mmaction - INFO - Epoch [52][440/3757] lr: 1.000e-03, eta: 4 days, 3:18:47, time: 1.922, data_time: 0.010, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8477, loss_cls: 1.4667, loss: 1.4667, grad_norm: 6.8830 2020-08-02 14:39:21,267 - mmaction - INFO - Epoch [52][460/3757] lr: 1.000e-03, eta: 4 days, 3:17:59, time: 1.870, data_time: 0.012, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.3642, loss: 1.3642, grad_norm: 6.6023 2020-08-02 14:39:59,612 - mmaction - INFO - Epoch [52][480/3757] lr: 1.000e-03, eta: 4 days, 3:17:17, time: 1.925, data_time: 0.080, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8508, loss_cls: 1.4154, loss: 1.4154, grad_norm: 6.8585 2020-08-02 14:40:40,319 - mmaction - INFO - Epoch [52][500/3757] lr: 1.000e-03, eta: 4 days, 3:16:49, time: 2.036, data_time: 0.008, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8422, loss_cls: 1.4576, loss: 1.4576, grad_norm: 6.9414 2020-08-02 14:41:20,146 - mmaction - INFO - Epoch [52][520/3757] lr: 1.000e-03, eta: 4 days, 3:16:16, time: 1.991, data_time: 0.003, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8477, loss_cls: 1.4095, loss: 1.4095, grad_norm: 6.9080 2020-08-02 14:42:00,673 - mmaction - INFO - Epoch [52][540/3757] lr: 1.000e-03, eta: 4 days, 3:15:45, time: 2.020, data_time: 0.007, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8305, loss_cls: 1.5087, loss: 1.5087, grad_norm: 6.6949 2020-08-02 14:42:40,247 - mmaction - INFO - Epoch [52][560/3757] lr: 1.000e-03, eta: 4 days, 3:15:11, time: 1.985, data_time: 0.010, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8242, loss_cls: 1.5592, loss: 1.5592, grad_norm: 6.9025 2020-08-02 14:43:19,273 - mmaction - INFO - Epoch [52][580/3757] lr: 1.000e-03, eta: 4 days, 3:14:32, time: 1.946, data_time: 0.009, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8406, loss_cls: 1.4924, loss: 1.4924, grad_norm: 6.8932 2020-08-02 14:43:54,769 - mmaction - INFO - Epoch [52][600/3757] lr: 1.000e-03, eta: 4 days, 3:13:33, time: 1.780, data_time: 0.009, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8609, loss_cls: 1.3773, loss: 1.3773, grad_norm: 6.7425 2020-08-02 14:44:34,569 - mmaction - INFO - Epoch [52][620/3757] lr: 1.000e-03, eta: 4 days, 3:12:59, time: 1.987, data_time: 0.049, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8500, loss_cls: 1.3986, loss: 1.3986, grad_norm: 6.8134 2020-08-02 14:45:13,894 - mmaction - INFO - Epoch [52][640/3757] lr: 1.000e-03, eta: 4 days, 3:12:23, time: 1.970, data_time: 0.347, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8562, loss_cls: 1.3714, loss: 1.3714, grad_norm: 6.7049 2020-08-02 14:45:54,540 - mmaction - INFO - Epoch [52][660/3757] lr: 1.000e-03, eta: 4 days, 3:11:54, time: 2.032, data_time: 0.619, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8516, loss_cls: 1.4473, loss: 1.4473, grad_norm: 6.8200 2020-08-02 14:46:36,787 - mmaction - INFO - Epoch [52][680/3757] lr: 1.000e-03, eta: 4 days, 3:11:35, time: 2.109, data_time: 1.438, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.5335, loss: 1.5335, grad_norm: 6.9723 2020-08-02 14:47:16,103 - mmaction - INFO - Epoch [52][700/3757] lr: 1.000e-03, eta: 4 days, 3:10:58, time: 1.968, data_time: 1.390, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8547, loss_cls: 1.4174, loss: 1.4174, grad_norm: 6.8893 2020-08-02 14:47:52,842 - mmaction - INFO - Epoch [52][720/3757] lr: 1.000e-03, eta: 4 days, 3:10:05, time: 1.829, data_time: 1.254, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8391, loss_cls: 1.4949, loss: 1.4949, grad_norm: 6.8814 2020-08-02 14:48:31,110 - mmaction - INFO - Epoch [52][740/3757] lr: 1.000e-03, eta: 4 days, 3:09:23, time: 1.923, data_time: 1.205, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8430, loss_cls: 1.4590, loss: 1.4590, grad_norm: 6.8510 2020-08-02 14:49:14,390 - mmaction - INFO - Epoch [52][760/3757] lr: 1.000e-03, eta: 4 days, 3:09:09, time: 2.156, data_time: 1.062, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8469, loss_cls: 1.4276, loss: 1.4276, grad_norm: 6.7972 2020-08-02 14:49:48,324 - mmaction - INFO - Epoch [52][780/3757] lr: 1.000e-03, eta: 4 days, 3:08:01, time: 1.703, data_time: 0.826, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8531, loss_cls: 1.4554, loss: 1.4554, grad_norm: 6.9842 2020-08-02 14:50:30,488 - mmaction - INFO - Epoch [52][800/3757] lr: 1.000e-03, eta: 4 days, 3:07:41, time: 2.106, data_time: 0.083, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8367, loss_cls: 1.4509, loss: 1.4509, grad_norm: 6.6812 2020-08-02 14:51:08,771 - mmaction - INFO - Epoch [52][820/3757] lr: 1.000e-03, eta: 4 days, 3:06:59, time: 1.917, data_time: 0.008, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8539, loss_cls: 1.3973, loss: 1.3973, grad_norm: 6.7342 2020-08-02 14:51:44,431 - mmaction - INFO - Epoch [52][840/3757] lr: 1.000e-03, eta: 4 days, 3:06:00, time: 1.780, data_time: 0.010, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.4028, loss: 1.4028, grad_norm: 6.8249 2020-08-02 14:52:22,279 - mmaction - INFO - Epoch [52][860/3757] lr: 1.000e-03, eta: 4 days, 3:05:15, time: 1.896, data_time: 0.166, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8367, loss_cls: 1.5038, loss: 1.5038, grad_norm: 6.9956 2020-08-02 14:53:03,085 - mmaction - INFO - Epoch [52][880/3757] lr: 1.000e-03, eta: 4 days, 3:04:46, time: 2.034, data_time: 0.019, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4664, loss: 1.4664, grad_norm: 6.7038 2020-08-02 14:53:41,351 - mmaction - INFO - Epoch [52][900/3757] lr: 1.000e-03, eta: 4 days, 3:04:04, time: 1.914, data_time: 0.009, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8336, loss_cls: 1.4820, loss: 1.4820, grad_norm: 6.6938 2020-08-02 14:54:22,656 - mmaction - INFO - Epoch [52][920/3757] lr: 1.000e-03, eta: 4 days, 3:03:39, time: 2.071, data_time: 0.011, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.4271, loss: 1.4271, grad_norm: 6.6509 2020-08-02 14:55:01,574 - mmaction - INFO - Epoch [52][940/3757] lr: 1.000e-03, eta: 4 days, 3:02:59, time: 1.937, data_time: 0.006, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8352, loss_cls: 1.5293, loss: 1.5293, grad_norm: 6.8520 2020-08-02 14:55:37,962 - mmaction - INFO - Epoch [52][960/3757] lr: 1.000e-03, eta: 4 days, 3:02:06, time: 1.827, data_time: 0.031, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8320, loss_cls: 1.4642, loss: 1.4642, grad_norm: 6.5061 2020-08-02 14:56:20,516 - mmaction - INFO - Epoch [52][980/3757] lr: 1.000e-03, eta: 4 days, 3:01:48, time: 2.126, data_time: 0.173, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8422, loss_cls: 1.5312, loss: 1.5312, grad_norm: 6.9229 2020-08-02 14:56:58,191 - mmaction - INFO - Epoch [52][1000/3757] lr: 1.000e-03, eta: 4 days, 3:01:02, time: 1.887, data_time: 0.277, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8617, loss_cls: 1.4060, loss: 1.4060, grad_norm: 6.4992 2020-08-02 14:57:36,446 - mmaction - INFO - Epoch [52][1020/3757] lr: 1.000e-03, eta: 4 days, 3:00:19, time: 1.913, data_time: 0.538, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8438, loss_cls: 1.4601, loss: 1.4601, grad_norm: 6.6703 2020-08-02 14:58:18,732 - mmaction - INFO - Epoch [52][1040/3757] lr: 1.000e-03, eta: 4 days, 3:00:00, time: 2.115, data_time: 0.386, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8523, loss_cls: 1.4004, loss: 1.4004, grad_norm: 6.6588 2020-08-02 14:58:58,308 - mmaction - INFO - Epoch [52][1060/3757] lr: 1.000e-03, eta: 4 days, 2:59:24, time: 1.970, data_time: 0.049, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4449, loss: 1.4449, grad_norm: 6.7211 2020-08-02 14:59:34,743 - mmaction - INFO - Epoch [52][1080/3757] lr: 1.000e-03, eta: 4 days, 2:58:31, time: 1.830, data_time: 0.103, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8445, loss_cls: 1.4526, loss: 1.4526, grad_norm: 6.8280 2020-08-02 15:00:12,145 - mmaction - INFO - Epoch [52][1100/3757] lr: 1.000e-03, eta: 4 days, 2:57:42, time: 1.861, data_time: 0.011, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8445, loss_cls: 1.4418, loss: 1.4418, grad_norm: 6.6250 2020-08-02 15:00:54,010 - mmaction - INFO - Epoch [52][1120/3757] lr: 1.000e-03, eta: 4 days, 2:57:22, time: 2.103, data_time: 0.025, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4614, loss: 1.4614, grad_norm: 6.7808 2020-08-02 15:01:28,407 - mmaction - INFO - Epoch [52][1140/3757] lr: 1.000e-03, eta: 4 days, 2:56:16, time: 1.717, data_time: 0.020, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8508, loss_cls: 1.4783, loss: 1.4783, grad_norm: 6.8838 2020-08-02 15:02:06,427 - mmaction - INFO - Epoch [52][1160/3757] lr: 1.000e-03, eta: 4 days, 2:55:32, time: 1.904, data_time: 0.440, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8398, loss_cls: 1.4422, loss: 1.4422, grad_norm: 6.6976 2020-08-02 15:02:44,271 - mmaction - INFO - Epoch [52][1180/3757] lr: 1.000e-03, eta: 4 days, 2:54:46, time: 1.887, data_time: 0.056, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.4323, loss: 1.4323, grad_norm: 6.6995 2020-08-02 15:03:25,125 - mmaction - INFO - Epoch [52][1200/3757] lr: 1.000e-03, eta: 4 days, 2:54:18, time: 2.046, data_time: 0.259, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4466, loss: 1.4466, grad_norm: 6.6603 2020-08-02 15:04:01,624 - mmaction - INFO - Epoch [52][1220/3757] lr: 1.000e-03, eta: 4 days, 2:53:25, time: 1.823, data_time: 0.334, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8617, loss_cls: 1.3652, loss: 1.3652, grad_norm: 6.7530 2020-08-02 15:04:40,416 - mmaction - INFO - Epoch [52][1240/3757] lr: 1.000e-03, eta: 4 days, 2:52:46, time: 1.943, data_time: 0.012, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3243, loss: 1.3243, grad_norm: 6.5016 2020-08-02 15:05:20,973 - mmaction - INFO - Epoch [52][1260/3757] lr: 1.000e-03, eta: 4 days, 2:52:16, time: 2.028, data_time: 0.049, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8406, loss_cls: 1.4739, loss: 1.4739, grad_norm: 6.8115 2020-08-02 15:05:58,543 - mmaction - INFO - Epoch [52][1280/3757] lr: 1.000e-03, eta: 4 days, 2:51:29, time: 1.878, data_time: 0.395, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8484, loss_cls: 1.4652, loss: 1.4652, grad_norm: 6.8883 2020-08-02 15:06:36,223 - mmaction - INFO - Epoch [52][1300/3757] lr: 1.000e-03, eta: 4 days, 2:50:43, time: 1.885, data_time: 0.511, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8547, loss_cls: 1.4605, loss: 1.4605, grad_norm: 6.5647 2020-08-02 15:07:17,573 - mmaction - INFO - Epoch [52][1320/3757] lr: 1.000e-03, eta: 4 days, 2:50:18, time: 2.067, data_time: 0.726, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8555, loss_cls: 1.4435, loss: 1.4435, grad_norm: 6.7912 2020-08-02 15:07:57,888 - mmaction - INFO - Epoch [52][1340/3757] lr: 1.000e-03, eta: 4 days, 2:49:46, time: 2.010, data_time: 0.046, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8625, loss_cls: 1.3803, loss: 1.3803, grad_norm: 6.6882 2020-08-02 15:08:36,227 - mmaction - INFO - Epoch [52][1360/3757] lr: 1.000e-03, eta: 4 days, 2:49:05, time: 1.924, data_time: 0.010, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8383, loss_cls: 1.5139, loss: 1.5139, grad_norm: 6.7890 2020-08-02 15:09:14,571 - mmaction - INFO - Epoch [52][1380/3757] lr: 1.000e-03, eta: 4 days, 2:48:22, time: 1.913, data_time: 0.008, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8516, loss_cls: 1.4111, loss: 1.4111, grad_norm: 6.5293 2020-08-02 15:09:54,361 - mmaction - INFO - Epoch [52][1400/3757] lr: 1.000e-03, eta: 4 days, 2:47:48, time: 1.993, data_time: 0.009, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8367, loss_cls: 1.4345, loss: 1.4345, grad_norm: 6.7365 2020-08-02 15:10:34,170 - mmaction - INFO - Epoch [52][1420/3757] lr: 1.000e-03, eta: 4 days, 2:47:14, time: 1.986, data_time: 0.008, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.4678, loss: 1.4678, grad_norm: 6.6929 2020-08-02 15:11:11,960 - mmaction - INFO - Epoch [52][1440/3757] lr: 1.000e-03, eta: 4 days, 2:46:29, time: 1.893, data_time: 0.009, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8641, loss_cls: 1.3363, loss: 1.3363, grad_norm: 6.6836 2020-08-02 15:11:50,104 - mmaction - INFO - Epoch [52][1460/3757] lr: 1.000e-03, eta: 4 days, 2:45:44, time: 1.897, data_time: 0.212, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8492, loss_cls: 1.4440, loss: 1.4440, grad_norm: 6.6709 2020-08-02 15:12:27,448 - mmaction - INFO - Epoch [52][1480/3757] lr: 1.000e-03, eta: 4 days, 2:44:57, time: 1.878, data_time: 0.376, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8344, loss_cls: 1.5307, loss: 1.5307, grad_norm: 6.8298 2020-08-02 15:13:05,880 - mmaction - INFO - Epoch [52][1500/3757] lr: 1.000e-03, eta: 4 days, 2:44:15, time: 1.918, data_time: 0.224, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8391, loss_cls: 1.4842, loss: 1.4842, grad_norm: 6.6860 2020-08-02 15:13:48,190 - mmaction - INFO - Epoch [52][1520/3757] lr: 1.000e-03, eta: 4 days, 2:43:56, time: 2.116, data_time: 0.879, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8484, loss_cls: 1.4510, loss: 1.4510, grad_norm: 6.8858 2020-08-02 15:14:26,354 - mmaction - INFO - Epoch [52][1540/3757] lr: 1.000e-03, eta: 4 days, 2:43:12, time: 1.903, data_time: 0.445, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8273, loss_cls: 1.5238, loss: 1.5238, grad_norm: 6.8002 2020-08-02 15:15:06,124 - mmaction - INFO - Epoch [52][1560/3757] lr: 1.000e-03, eta: 4 days, 2:42:39, time: 1.996, data_time: 0.010, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.4786, loss: 1.4786, grad_norm: 6.7451 2020-08-02 15:15:45,585 - mmaction - INFO - Epoch [52][1580/3757] lr: 1.000e-03, eta: 4 days, 2:42:03, time: 1.972, data_time: 0.006, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8484, loss_cls: 1.4345, loss: 1.4345, grad_norm: 6.6234 2020-08-02 15:16:23,469 - mmaction - INFO - Epoch [52][1600/3757] lr: 1.000e-03, eta: 4 days, 2:41:18, time: 1.894, data_time: 0.013, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.4729, loss: 1.4729, grad_norm: 6.6831 2020-08-02 15:17:02,473 - mmaction - INFO - Epoch [52][1620/3757] lr: 1.000e-03, eta: 4 days, 2:40:39, time: 1.950, data_time: 0.004, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8578, loss_cls: 1.4377, loss: 1.4377, grad_norm: 6.7728 2020-08-02 15:17:42,384 - mmaction - INFO - Epoch [52][1640/3757] lr: 1.000e-03, eta: 4 days, 2:40:05, time: 1.992, data_time: 0.008, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8320, loss_cls: 1.4675, loss: 1.4675, grad_norm: 6.7553 2020-08-02 15:18:21,514 - mmaction - INFO - Epoch [52][1660/3757] lr: 1.000e-03, eta: 4 days, 2:39:28, time: 1.960, data_time: 0.009, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4260, loss: 1.4260, grad_norm: 6.5814 2020-08-02 15:18:57,797 - mmaction - INFO - Epoch [52][1680/3757] lr: 1.000e-03, eta: 4 days, 2:38:34, time: 1.815, data_time: 0.009, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8281, loss_cls: 1.5337, loss: 1.5337, grad_norm: 6.8065 2020-08-02 15:19:35,521 - mmaction - INFO - Epoch [52][1700/3757] lr: 1.000e-03, eta: 4 days, 2:37:48, time: 1.883, data_time: 0.007, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8570, loss_cls: 1.4412, loss: 1.4412, grad_norm: 6.7234 2020-08-02 15:20:15,417 - mmaction - INFO - Epoch [52][1720/3757] lr: 1.000e-03, eta: 4 days, 2:37:14, time: 1.998, data_time: 0.085, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8531, loss_cls: 1.4527, loss: 1.4527, grad_norm: 6.9456 2020-08-02 15:20:55,669 - mmaction - INFO - Epoch [52][1740/3757] lr: 1.000e-03, eta: 4 days, 2:36:43, time: 2.008, data_time: 0.209, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4129, loss: 1.4129, grad_norm: 6.5778 2020-08-02 15:21:35,582 - mmaction - INFO - Epoch [52][1760/3757] lr: 1.000e-03, eta: 4 days, 2:36:10, time: 2.000, data_time: 0.027, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8664, loss_cls: 1.3860, loss: 1.3860, grad_norm: 6.6870 2020-08-02 15:22:14,612 - mmaction - INFO - Epoch [52][1780/3757] lr: 1.000e-03, eta: 4 days, 2:35:31, time: 1.947, data_time: 0.009, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8586, loss_cls: 1.4242, loss: 1.4242, grad_norm: 6.7297 2020-08-02 15:22:50,796 - mmaction - INFO - Epoch [52][1800/3757] lr: 1.000e-03, eta: 4 days, 2:34:37, time: 1.814, data_time: 0.025, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8516, loss_cls: 1.4175, loss: 1.4175, grad_norm: 6.6857 2020-08-02 15:23:29,624 - mmaction - INFO - Epoch [52][1820/3757] lr: 1.000e-03, eta: 4 days, 2:33:57, time: 1.940, data_time: 0.012, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8414, loss_cls: 1.4035, loss: 1.4035, grad_norm: 6.5035 2020-08-02 15:24:11,399 - mmaction - INFO - Epoch [52][1840/3757] lr: 1.000e-03, eta: 4 days, 2:33:34, time: 2.089, data_time: 0.003, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8344, loss_cls: 1.4945, loss: 1.4945, grad_norm: 6.9059 2020-08-02 15:24:48,152 - mmaction - INFO - Epoch [52][1860/3757] lr: 1.000e-03, eta: 4 days, 2:32:42, time: 1.834, data_time: 0.051, memory: 5166, top1_acc: 0.6258, top5_acc: 0.8195, loss_cls: 1.5502, loss: 1.5502, grad_norm: 6.9453 2020-08-02 15:25:27,980 - mmaction - INFO - Epoch [52][1880/3757] lr: 1.000e-03, eta: 4 days, 2:32:08, time: 1.989, data_time: 0.149, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8320, loss_cls: 1.4623, loss: 1.4623, grad_norm: 6.6171 2020-08-02 15:26:05,107 - mmaction - INFO - Epoch [52][1900/3757] lr: 1.000e-03, eta: 4 days, 2:31:20, time: 1.860, data_time: 0.169, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.4713, loss: 1.4713, grad_norm: 6.7276 2020-08-02 15:26:45,009 - mmaction - INFO - Epoch [52][1920/3757] lr: 1.000e-03, eta: 4 days, 2:30:46, time: 1.992, data_time: 0.010, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.4068, loss: 1.4068, grad_norm: 6.7660 2020-08-02 15:27:21,351 - mmaction - INFO - Epoch [52][1940/3757] lr: 1.000e-03, eta: 4 days, 2:29:53, time: 1.823, data_time: 0.009, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4368, loss: 1.4368, grad_norm: 6.7206 2020-08-02 15:28:01,289 - mmaction - INFO - Epoch [52][1960/3757] lr: 1.000e-03, eta: 4 days, 2:29:19, time: 1.990, data_time: 0.026, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8469, loss_cls: 1.4104, loss: 1.4104, grad_norm: 6.8220 2020-08-02 15:28:40,636 - mmaction - INFO - Epoch [52][1980/3757] lr: 1.000e-03, eta: 4 days, 2:28:43, time: 1.971, data_time: 0.067, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8258, loss_cls: 1.5291, loss: 1.5291, grad_norm: 6.8813 2020-08-02 15:29:17,860 - mmaction - INFO - Epoch [52][2000/3757] lr: 1.000e-03, eta: 4 days, 2:27:54, time: 1.863, data_time: 0.011, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4282, loss: 1.4282, grad_norm: 6.6054 2020-08-02 15:29:56,279 - mmaction - INFO - Epoch [52][2020/3757] lr: 1.000e-03, eta: 4 days, 2:27:12, time: 1.921, data_time: 0.004, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8477, loss_cls: 1.4680, loss: 1.4680, grad_norm: 6.8076 2020-08-02 15:30:34,297 - mmaction - INFO - Epoch [52][2040/3757] lr: 1.000e-03, eta: 4 days, 2:26:27, time: 1.894, data_time: 0.009, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8375, loss_cls: 1.4892, loss: 1.4892, grad_norm: 6.8575 2020-08-02 15:31:16,172 - mmaction - INFO - Epoch [52][2060/3757] lr: 1.000e-03, eta: 4 days, 2:26:05, time: 2.095, data_time: 0.052, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8461, loss_cls: 1.4207, loss: 1.4207, grad_norm: 6.6578 2020-08-02 15:31:52,434 - mmaction - INFO - Epoch [52][2080/3757] lr: 1.000e-03, eta: 4 days, 2:25:12, time: 1.820, data_time: 0.010, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8359, loss_cls: 1.4884, loss: 1.4884, grad_norm: 6.7175 2020-08-02 15:32:31,160 - mmaction - INFO - Epoch [52][2100/3757] lr: 1.000e-03, eta: 4 days, 2:24:31, time: 1.932, data_time: 0.007, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8430, loss_cls: 1.4243, loss: 1.4243, grad_norm: 6.7064 2020-08-02 15:33:09,289 - mmaction - INFO - Epoch [52][2120/3757] lr: 1.000e-03, eta: 4 days, 2:23:48, time: 1.910, data_time: 0.014, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8422, loss_cls: 1.4786, loss: 1.4786, grad_norm: 6.8242 2020-08-02 15:33:50,417 - mmaction - INFO - Epoch [52][2140/3757] lr: 1.000e-03, eta: 4 days, 2:23:21, time: 2.053, data_time: 0.082, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8516, loss_cls: 1.4403, loss: 1.4403, grad_norm: 6.8235 2020-08-02 15:34:27,982 - mmaction - INFO - Epoch [52][2160/3757] lr: 1.000e-03, eta: 4 days, 2:22:35, time: 1.882, data_time: 0.010, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.4115, loss: 1.4115, grad_norm: 6.7628 2020-08-02 15:35:06,707 - mmaction - INFO - Epoch [52][2180/3757] lr: 1.000e-03, eta: 4 days, 2:21:55, time: 1.936, data_time: 0.008, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3364, loss: 1.3364, grad_norm: 6.5099 2020-08-02 15:35:45,533 - mmaction - INFO - Epoch [52][2200/3757] lr: 1.000e-03, eta: 4 days, 2:21:16, time: 1.942, data_time: 0.061, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.4620, loss: 1.4620, grad_norm: 6.8408 2020-08-02 15:36:23,206 - mmaction - INFO - Epoch [52][2220/3757] lr: 1.000e-03, eta: 4 days, 2:20:29, time: 1.883, data_time: 0.446, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8258, loss_cls: 1.5179, loss: 1.5179, grad_norm: 6.8766 2020-08-02 15:37:01,702 - mmaction - INFO - Epoch [52][2240/3757] lr: 1.000e-03, eta: 4 days, 2:19:48, time: 1.924, data_time: 0.003, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8508, loss_cls: 1.4482, loss: 1.4482, grad_norm: 6.8416 2020-08-02 15:37:40,086 - mmaction - INFO - Epoch [52][2260/3757] lr: 1.000e-03, eta: 4 days, 2:19:05, time: 1.913, data_time: 0.010, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8656, loss_cls: 1.4222, loss: 1.4222, grad_norm: 6.6466 2020-08-02 15:38:21,160 - mmaction - INFO - Epoch [52][2280/3757] lr: 1.000e-03, eta: 4 days, 2:18:39, time: 2.062, data_time: 0.011, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8391, loss_cls: 1.4764, loss: 1.4764, grad_norm: 6.7723 2020-08-02 15:38:56,766 - mmaction - INFO - Epoch [52][2300/3757] lr: 1.000e-03, eta: 4 days, 2:17:41, time: 1.773, data_time: 0.008, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8414, loss_cls: 1.4942, loss: 1.4942, grad_norm: 6.8336 2020-08-02 15:39:38,370 - mmaction - INFO - Epoch [52][2320/3757] lr: 1.000e-03, eta: 4 days, 2:17:18, time: 2.087, data_time: 0.011, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8367, loss_cls: 1.4647, loss: 1.4647, grad_norm: 6.7296 2020-08-02 15:40:17,400 - mmaction - INFO - Epoch [52][2340/3757] lr: 1.000e-03, eta: 4 days, 2:16:38, time: 1.943, data_time: 0.008, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.4785, loss: 1.4785, grad_norm: 6.8766 2020-08-02 15:40:55,200 - mmaction - INFO - Epoch [52][2360/3757] lr: 1.000e-03, eta: 4 days, 2:15:54, time: 1.898, data_time: 0.012, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8578, loss_cls: 1.3842, loss: 1.3842, grad_norm: 6.8108 2020-08-02 15:41:31,581 - mmaction - INFO - Epoch [52][2380/3757] lr: 1.000e-03, eta: 4 days, 2:15:01, time: 1.820, data_time: 0.011, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8367, loss_cls: 1.4468, loss: 1.4468, grad_norm: 6.8793 2020-08-02 15:42:13,095 - mmaction - INFO - Epoch [52][2400/3757] lr: 1.000e-03, eta: 4 days, 2:14:36, time: 2.070, data_time: 0.003, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8648, loss_cls: 1.3718, loss: 1.3718, grad_norm: 6.8011 2020-08-02 15:42:49,329 - mmaction - INFO - Epoch [52][2420/3757] lr: 1.000e-03, eta: 4 days, 2:13:41, time: 1.808, data_time: 0.013, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.4510, loss: 1.4510, grad_norm: 6.7323 2020-08-02 15:43:28,507 - mmaction - INFO - Epoch [52][2440/3757] lr: 1.000e-03, eta: 4 days, 2:13:04, time: 1.960, data_time: 0.012, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8359, loss_cls: 1.4810, loss: 1.4810, grad_norm: 6.8618 2020-08-02 15:44:09,061 - mmaction - INFO - Epoch [52][2460/3757] lr: 1.000e-03, eta: 4 days, 2:12:35, time: 2.035, data_time: 0.011, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.4020, loss: 1.4020, grad_norm: 6.6123 2020-08-02 15:44:49,630 - mmaction - INFO - Epoch [52][2480/3757] lr: 1.000e-03, eta: 4 days, 2:12:05, time: 2.029, data_time: 0.057, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8664, loss_cls: 1.3544, loss: 1.3544, grad_norm: 6.7451 2020-08-02 15:45:26,903 - mmaction - INFO - Epoch [52][2500/3757] lr: 1.000e-03, eta: 4 days, 2:11:17, time: 1.861, data_time: 0.004, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8445, loss_cls: 1.4257, loss: 1.4257, grad_norm: 6.5918 2020-08-02 15:46:03,776 - mmaction - INFO - Epoch [52][2520/3757] lr: 1.000e-03, eta: 4 days, 2:10:27, time: 1.846, data_time: 0.006, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8648, loss_cls: 1.3292, loss: 1.3292, grad_norm: 6.5622 2020-08-02 15:46:42,124 - mmaction - INFO - Epoch [52][2540/3757] lr: 1.000e-03, eta: 4 days, 2:09:44, time: 1.914, data_time: 0.009, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3891, loss: 1.3891, grad_norm: 6.6838 2020-08-02 15:47:23,878 - mmaction - INFO - Epoch [52][2560/3757] lr: 1.000e-03, eta: 4 days, 2:09:21, time: 2.092, data_time: 0.009, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4059, loss: 1.4059, grad_norm: 6.8919 2020-08-02 15:48:00,773 - mmaction - INFO - Epoch [52][2580/3757] lr: 1.000e-03, eta: 4 days, 2:08:30, time: 1.837, data_time: 0.007, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8508, loss_cls: 1.4512, loss: 1.4512, grad_norm: 6.7883 2020-08-02 15:48:43,947 - mmaction - INFO - Epoch [52][2600/3757] lr: 1.000e-03, eta: 4 days, 2:08:16, time: 2.165, data_time: 0.010, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4549, loss: 1.4549, grad_norm: 6.7549 2020-08-02 15:49:19,255 - mmaction - INFO - Epoch [52][2620/3757] lr: 1.000e-03, eta: 4 days, 2:07:16, time: 1.765, data_time: 0.007, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.5247, loss: 1.5247, grad_norm: 6.9593 2020-08-02 15:49:59,586 - mmaction - INFO - Epoch [52][2640/3757] lr: 1.000e-03, eta: 4 days, 2:06:44, time: 2.009, data_time: 0.012, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8422, loss_cls: 1.4949, loss: 1.4949, grad_norm: 6.8526 2020-08-02 15:50:39,966 - mmaction - INFO - Epoch [52][2660/3757] lr: 1.000e-03, eta: 4 days, 2:06:14, time: 2.027, data_time: 0.011, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8398, loss_cls: 1.5025, loss: 1.5025, grad_norm: 6.9337 2020-08-02 15:51:18,488 - mmaction - INFO - Epoch [52][2680/3757] lr: 1.000e-03, eta: 4 days, 2:05:32, time: 1.917, data_time: 0.008, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8492, loss_cls: 1.4216, loss: 1.4216, grad_norm: 6.4321 2020-08-02 15:52:01,862 - mmaction - INFO - Epoch [52][2700/3757] lr: 1.000e-03, eta: 4 days, 2:05:19, time: 2.177, data_time: 0.954, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.3844, loss: 1.3844, grad_norm: 6.6602 2020-08-02 15:52:38,547 - mmaction - INFO - Epoch [52][2720/3757] lr: 1.000e-03, eta: 4 days, 2:04:27, time: 1.833, data_time: 1.244, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8406, loss_cls: 1.4203, loss: 1.4203, grad_norm: 6.6137 2020-08-02 15:53:15,465 - mmaction - INFO - Epoch [52][2740/3757] lr: 1.000e-03, eta: 4 days, 2:03:38, time: 1.849, data_time: 0.942, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8445, loss_cls: 1.4524, loss: 1.4524, grad_norm: 6.7976 2020-08-02 15:53:57,146 - mmaction - INFO - Epoch [52][2760/3757] lr: 1.000e-03, eta: 4 days, 2:03:13, time: 2.077, data_time: 0.543, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8430, loss_cls: 1.4819, loss: 1.4819, grad_norm: 7.0180 2020-08-02 15:54:36,454 - mmaction - INFO - Epoch [52][2780/3757] lr: 1.000e-03, eta: 4 days, 2:02:37, time: 1.970, data_time: 1.240, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8414, loss_cls: 1.4980, loss: 1.4980, grad_norm: 7.0891 2020-08-02 15:55:11,592 - mmaction - INFO - Epoch [52][2800/3757] lr: 1.000e-03, eta: 4 days, 2:01:37, time: 1.758, data_time: 0.566, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8562, loss_cls: 1.4190, loss: 1.4190, grad_norm: 6.7367 2020-08-02 15:55:51,097 - mmaction - INFO - Epoch [52][2820/3757] lr: 1.000e-03, eta: 4 days, 2:01:01, time: 1.972, data_time: 0.503, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.3978, loss: 1.3978, grad_norm: 6.7800 2020-08-02 15:56:35,895 - mmaction - INFO - Epoch [52][2840/3757] lr: 1.000e-03, eta: 4 days, 2:00:54, time: 2.240, data_time: 0.507, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.4104, loss: 1.4104, grad_norm: 6.6491 2020-08-02 15:57:10,867 - mmaction - INFO - Epoch [52][2860/3757] lr: 1.000e-03, eta: 4 days, 1:59:53, time: 1.747, data_time: 0.011, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8430, loss_cls: 1.4567, loss: 1.4567, grad_norm: 6.8780 2020-08-02 15:57:47,550 - mmaction - INFO - Epoch [52][2880/3757] lr: 1.000e-03, eta: 4 days, 1:59:03, time: 1.840, data_time: 0.015, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8523, loss_cls: 1.4135, loss: 1.4135, grad_norm: 6.8102 2020-08-02 15:58:27,837 - mmaction - INFO - Epoch [52][2900/3757] lr: 1.000e-03, eta: 4 days, 1:58:30, time: 2.009, data_time: 0.028, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.3756, loss: 1.3756, grad_norm: 6.6279 2020-08-02 15:59:08,420 - mmaction - INFO - Epoch [52][2920/3757] lr: 1.000e-03, eta: 4 days, 1:58:01, time: 2.033, data_time: 0.036, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8453, loss_cls: 1.4374, loss: 1.4374, grad_norm: 6.5776 2020-08-02 15:59:42,576 - mmaction - INFO - Epoch [52][2940/3757] lr: 1.000e-03, eta: 4 days, 1:56:55, time: 1.703, data_time: 0.542, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8375, loss_cls: 1.4595, loss: 1.4595, grad_norm: 6.9362 2020-08-02 16:00:21,138 - mmaction - INFO - Epoch [52][2960/3757] lr: 1.000e-03, eta: 4 days, 1:56:13, time: 1.917, data_time: 0.265, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8422, loss_cls: 1.4583, loss: 1.4583, grad_norm: 6.9784 2020-08-02 16:01:03,859 - mmaction - INFO - Epoch [52][2980/3757] lr: 1.000e-03, eta: 4 days, 1:55:57, time: 2.153, data_time: 0.038, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4640, loss: 1.4640, grad_norm: 6.7477 2020-08-02 16:01:41,222 - mmaction - INFO - Epoch [52][3000/3757] lr: 1.000e-03, eta: 4 days, 1:55:09, time: 1.865, data_time: 0.008, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8414, loss_cls: 1.5150, loss: 1.5150, grad_norm: 7.2880 2020-08-02 16:02:19,880 - mmaction - INFO - Epoch [52][3020/3757] lr: 1.000e-03, eta: 4 days, 1:54:28, time: 1.927, data_time: 0.010, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8344, loss_cls: 1.4924, loss: 1.4924, grad_norm: 6.9109 2020-08-02 16:03:00,410 - mmaction - INFO - Epoch [52][3040/3757] lr: 1.000e-03, eta: 4 days, 1:53:59, time: 2.036, data_time: 0.012, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8625, loss_cls: 1.4162, loss: 1.4162, grad_norm: 6.8555 2020-08-02 16:03:40,435 - mmaction - INFO - Epoch [52][3060/3757] lr: 1.000e-03, eta: 4 days, 1:53:25, time: 1.995, data_time: 0.007, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4607, loss: 1.4607, grad_norm: 6.6420 2020-08-02 16:04:19,534 - mmaction - INFO - Epoch [52][3080/3757] lr: 1.000e-03, eta: 4 days, 1:52:48, time: 1.960, data_time: 0.009, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8508, loss_cls: 1.4283, loss: 1.4283, grad_norm: 6.7056 2020-08-02 16:04:56,666 - mmaction - INFO - Epoch [52][3100/3757] lr: 1.000e-03, eta: 4 days, 1:51:59, time: 1.857, data_time: 0.085, memory: 5166, top1_acc: 0.6180, top5_acc: 0.8383, loss_cls: 1.5698, loss: 1.5698, grad_norm: 6.9881 2020-08-02 16:05:33,629 - mmaction - INFO - Epoch [52][3120/3757] lr: 1.000e-03, eta: 4 days, 1:51:09, time: 1.848, data_time: 0.003, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4255, loss: 1.4255, grad_norm: 6.7291 2020-08-02 16:06:13,942 - mmaction - INFO - Epoch [52][3140/3757] lr: 1.000e-03, eta: 4 days, 1:50:38, time: 2.013, data_time: 0.041, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8609, loss_cls: 1.4022, loss: 1.4022, grad_norm: 6.7468 2020-08-02 16:06:54,503 - mmaction - INFO - Epoch [52][3160/3757] lr: 1.000e-03, eta: 4 days, 1:50:08, time: 2.031, data_time: 0.016, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4839, loss: 1.4839, grad_norm: 6.8460 2020-08-02 16:07:33,497 - mmaction - INFO - Epoch [52][3180/3757] lr: 1.000e-03, eta: 4 days, 1:49:29, time: 1.948, data_time: 0.006, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8344, loss_cls: 1.4279, loss: 1.4279, grad_norm: 6.6854 2020-08-02 16:08:10,818 - mmaction - INFO - Epoch [52][3200/3757] lr: 1.000e-03, eta: 4 days, 1:48:42, time: 1.867, data_time: 0.004, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8555, loss_cls: 1.4143, loss: 1.4143, grad_norm: 6.6596 2020-08-02 16:08:48,296 - mmaction - INFO - Epoch [52][3220/3757] lr: 1.000e-03, eta: 4 days, 1:47:54, time: 1.865, data_time: 0.007, memory: 5166, top1_acc: 0.6180, top5_acc: 0.8414, loss_cls: 1.5390, loss: 1.5390, grad_norm: 7.0417 2020-08-02 16:09:27,830 - mmaction - INFO - Epoch [52][3240/3757] lr: 1.000e-03, eta: 4 days, 1:47:19, time: 1.985, data_time: 0.012, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8398, loss_cls: 1.4767, loss: 1.4767, grad_norm: 6.8416 2020-08-02 16:10:03,102 - mmaction - INFO - Epoch [52][3260/3757] lr: 1.000e-03, eta: 4 days, 1:46:20, time: 1.761, data_time: 0.008, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.3875, loss: 1.3875, grad_norm: 6.4656 2020-08-02 16:10:41,828 - mmaction - INFO - Epoch [52][3280/3757] lr: 1.000e-03, eta: 4 days, 1:45:40, time: 1.938, data_time: 0.027, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8516, loss_cls: 1.4283, loss: 1.4283, grad_norm: 6.6312 2020-08-02 16:11:21,285 - mmaction - INFO - Epoch [52][3300/3757] lr: 1.000e-03, eta: 4 days, 1:45:04, time: 1.967, data_time: 0.031, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8367, loss_cls: 1.4497, loss: 1.4497, grad_norm: 6.9002 2020-08-02 16:12:00,762 - mmaction - INFO - Epoch [52][3320/3757] lr: 1.000e-03, eta: 4 days, 1:44:28, time: 1.973, data_time: 0.226, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8516, loss_cls: 1.4234, loss: 1.4234, grad_norm: 6.6709 2020-08-02 16:12:39,050 - mmaction - INFO - Epoch [52][3340/3757] lr: 1.000e-03, eta: 4 days, 1:43:45, time: 1.918, data_time: 0.010, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.4363, loss: 1.4363, grad_norm: 6.6711 2020-08-02 16:13:17,720 - mmaction - INFO - Epoch [52][3360/3757] lr: 1.000e-03, eta: 4 days, 1:43:05, time: 1.935, data_time: 0.009, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4232, loss: 1.4232, grad_norm: 6.5938 2020-08-02 16:13:58,897 - mmaction - INFO - Epoch [52][3380/3757] lr: 1.000e-03, eta: 4 days, 1:42:39, time: 2.060, data_time: 0.072, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4203, loss: 1.4203, grad_norm: 6.6956 2020-08-02 16:14:34,789 - mmaction - INFO - Epoch [52][3400/3757] lr: 1.000e-03, eta: 4 days, 1:41:43, time: 1.794, data_time: 0.003, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8594, loss_cls: 1.4314, loss: 1.4314, grad_norm: 6.9587 2020-08-02 16:15:15,726 - mmaction - INFO - Epoch [52][3420/3757] lr: 1.000e-03, eta: 4 days, 1:41:14, time: 2.037, data_time: 0.008, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8461, loss_cls: 1.4770, loss: 1.4770, grad_norm: 7.0797 2020-08-02 16:15:58,714 - mmaction - INFO - Epoch [52][3440/3757] lr: 1.000e-03, eta: 4 days, 1:40:58, time: 2.159, data_time: 0.012, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8492, loss_cls: 1.5192, loss: 1.5192, grad_norm: 6.9720 2020-08-02 16:16:34,082 - mmaction - INFO - Epoch [52][3460/3757] lr: 1.000e-03, eta: 4 days, 1:40:00, time: 1.767, data_time: 0.008, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8430, loss_cls: 1.3825, loss: 1.3825, grad_norm: 6.5350 2020-08-02 16:17:13,901 - mmaction - INFO - Epoch [52][3480/3757] lr: 1.000e-03, eta: 4 days, 1:39:26, time: 1.990, data_time: 0.311, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8352, loss_cls: 1.5289, loss: 1.5289, grad_norm: 6.7960 2020-08-02 16:17:53,693 - mmaction - INFO - Epoch [52][3500/3757] lr: 1.000e-03, eta: 4 days, 1:38:52, time: 1.990, data_time: 0.020, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8281, loss_cls: 1.4751, loss: 1.4751, grad_norm: 6.7728 2020-08-02 16:18:32,478 - mmaction - INFO - Epoch [52][3520/3757] lr: 1.000e-03, eta: 4 days, 1:38:12, time: 1.939, data_time: 0.010, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.4115, loss: 1.4115, grad_norm: 6.5490 2020-08-02 16:19:09,763 - mmaction - INFO - Epoch [52][3540/3757] lr: 1.000e-03, eta: 4 days, 1:37:24, time: 1.866, data_time: 0.008, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8375, loss_cls: 1.4699, loss: 1.4699, grad_norm: 6.8758 2020-08-02 16:19:47,918 - mmaction - INFO - Epoch [52][3560/3757] lr: 1.000e-03, eta: 4 days, 1:36:41, time: 1.907, data_time: 0.354, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.4429, loss: 1.4429, grad_norm: 6.6981 2020-08-02 16:20:28,907 - mmaction - INFO - Epoch [52][3580/3757] lr: 1.000e-03, eta: 4 days, 1:36:13, time: 2.048, data_time: 0.015, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.5204, loss: 1.5204, grad_norm: 6.7619 2020-08-02 16:21:07,466 - mmaction - INFO - Epoch [52][3600/3757] lr: 1.000e-03, eta: 4 days, 1:35:32, time: 1.929, data_time: 0.004, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8352, loss_cls: 1.5282, loss: 1.5282, grad_norm: 6.8744 2020-08-02 16:21:44,962 - mmaction - INFO - Epoch [52][3620/3757] lr: 1.000e-03, eta: 4 days, 1:34:46, time: 1.875, data_time: 0.012, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8406, loss_cls: 1.5101, loss: 1.5101, grad_norm: 6.9075 2020-08-02 16:22:24,372 - mmaction - INFO - Epoch [52][3640/3757] lr: 1.000e-03, eta: 4 days, 1:34:09, time: 1.970, data_time: 0.003, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8453, loss_cls: 1.4957, loss: 1.4957, grad_norm: 6.6719 2020-08-02 16:23:02,953 - mmaction - INFO - Epoch [52][3660/3757] lr: 1.000e-03, eta: 4 days, 1:33:28, time: 1.926, data_time: 0.009, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8477, loss_cls: 1.4206, loss: 1.4206, grad_norm: 6.5413 2020-08-02 16:23:43,489 - mmaction - INFO - Epoch [52][3680/3757] lr: 1.000e-03, eta: 4 days, 1:32:57, time: 2.024, data_time: 0.011, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8453, loss_cls: 1.4148, loss: 1.4148, grad_norm: 6.5410 2020-08-02 16:24:20,900 - mmaction - INFO - Epoch [52][3700/3757] lr: 1.000e-03, eta: 4 days, 1:32:11, time: 1.877, data_time: 0.009, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.4444, loss: 1.4444, grad_norm: 6.7108 2020-08-02 16:25:02,089 - mmaction - INFO - Epoch [52][3720/3757] lr: 1.000e-03, eta: 4 days, 1:31:44, time: 2.058, data_time: 0.017, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8484, loss_cls: 1.3830, loss: 1.3830, grad_norm: 6.6738 2020-08-02 16:25:44,771 - mmaction - INFO - Epoch [52][3740/3757] lr: 1.000e-03, eta: 4 days, 1:31:22, time: 2.102, data_time: 0.008, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8383, loss_cls: 1.4115, loss: 1.4115, grad_norm: 6.6099 2020-08-02 16:26:09,200 - mmaction - INFO - Saving checkpoint at 52 epochs 2020-08-02 16:27:07,205 - mmaction - INFO - Epoch [53][20/3757] lr: 1.000e-03, eta: 4 days, 1:28:51, time: 2.860, data_time: 0.990, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3482, loss: 1.3482, grad_norm: 6.5062 2020-08-02 16:27:46,569 - mmaction - INFO - Epoch [53][40/3757] lr: 1.000e-03, eta: 4 days, 1:28:15, time: 1.976, data_time: 0.014, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8500, loss_cls: 1.4543, loss: 1.4543, grad_norm: 6.9287 2020-08-02 16:28:24,837 - mmaction - INFO - Epoch [53][60/3757] lr: 1.000e-03, eta: 4 days, 1:27:32, time: 1.910, data_time: 0.008, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.4490, loss: 1.4490, grad_norm: 6.8417 2020-08-02 16:29:03,845 - mmaction - INFO - Epoch [53][80/3757] lr: 1.000e-03, eta: 4 days, 1:26:54, time: 1.955, data_time: 0.008, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8453, loss_cls: 1.3967, loss: 1.3967, grad_norm: 6.7247 2020-08-02 16:29:43,705 - mmaction - INFO - Epoch [53][100/3757] lr: 1.000e-03, eta: 4 days, 1:26:19, time: 1.983, data_time: 0.007, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8492, loss_cls: 1.4070, loss: 1.4070, grad_norm: 6.7830 2020-08-02 16:30:23,127 - mmaction - INFO - Epoch [53][120/3757] lr: 1.000e-03, eta: 4 days, 1:25:43, time: 1.973, data_time: 0.012, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8523, loss_cls: 1.3763, loss: 1.3763, grad_norm: 6.6592 2020-08-02 16:31:03,032 - mmaction - INFO - Epoch [53][140/3757] lr: 1.000e-03, eta: 4 days, 1:25:10, time: 1.998, data_time: 0.011, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8492, loss_cls: 1.4419, loss: 1.4419, grad_norm: 6.7902 2020-08-02 16:31:44,518 - mmaction - INFO - Epoch [53][160/3757] lr: 1.000e-03, eta: 4 days, 1:24:44, time: 2.071, data_time: 0.017, memory: 5166, top1_acc: 0.6203, top5_acc: 0.8187, loss_cls: 1.5614, loss: 1.5614, grad_norm: 6.9654 2020-08-02 16:32:19,348 - mmaction - INFO - Epoch [53][180/3757] lr: 1.000e-03, eta: 4 days, 1:23:44, time: 1.748, data_time: 0.010, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8547, loss_cls: 1.4286, loss: 1.4286, grad_norm: 6.7034 2020-08-02 16:33:00,315 - mmaction - INFO - Epoch [53][200/3757] lr: 1.000e-03, eta: 4 days, 1:23:16, time: 2.048, data_time: 0.002, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.4153, loss: 1.4153, grad_norm: 6.5277 2020-08-02 16:33:39,003 - mmaction - INFO - Epoch [53][220/3757] lr: 1.000e-03, eta: 4 days, 1:22:35, time: 1.924, data_time: 0.008, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4160, loss: 1.4160, grad_norm: 6.4583 2020-08-02 16:34:16,255 - mmaction - INFO - Epoch [53][240/3757] lr: 1.000e-03, eta: 4 days, 1:21:48, time: 1.872, data_time: 0.013, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8445, loss_cls: 1.4937, loss: 1.4937, grad_norm: 6.8423 2020-08-02 16:34:58,089 - mmaction - INFO - Epoch [53][260/3757] lr: 1.000e-03, eta: 4 days, 1:21:24, time: 2.086, data_time: 0.007, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8641, loss_cls: 1.3813, loss: 1.3813, grad_norm: 7.0065 2020-08-02 16:35:39,127 - mmaction - INFO - Epoch [53][280/3757] lr: 1.000e-03, eta: 4 days, 1:20:57, time: 2.056, data_time: 0.009, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8469, loss_cls: 1.3927, loss: 1.3927, grad_norm: 6.7550 2020-08-02 16:36:17,363 - mmaction - INFO - Epoch [53][300/3757] lr: 1.000e-03, eta: 4 days, 1:20:13, time: 1.905, data_time: 0.110, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4236, loss: 1.4236, grad_norm: 6.9572 2020-08-02 16:36:59,090 - mmaction - INFO - Epoch [53][320/3757] lr: 1.000e-03, eta: 4 days, 1:19:50, time: 2.094, data_time: 0.012, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8570, loss_cls: 1.4484, loss: 1.4484, grad_norm: 7.0859 2020-08-02 16:37:34,048 - mmaction - INFO - Epoch [53][340/3757] lr: 1.000e-03, eta: 4 days, 1:18:49, time: 1.739, data_time: 0.009, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.4082, loss: 1.4082, grad_norm: 6.7738 2020-08-02 16:38:11,706 - mmaction - INFO - Epoch [53][360/3757] lr: 1.000e-03, eta: 4 days, 1:18:04, time: 1.892, data_time: 0.013, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8664, loss_cls: 1.3961, loss: 1.3961, grad_norm: 7.0555 2020-08-02 16:38:56,322 - mmaction - INFO - Epoch [53][380/3757] lr: 1.000e-03, eta: 4 days, 1:17:55, time: 2.225, data_time: 0.010, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8703, loss_cls: 1.3112, loss: 1.3112, grad_norm: 6.6122 2020-08-02 16:39:30,759 - mmaction - INFO - Epoch [53][400/3757] lr: 1.000e-03, eta: 4 days, 1:16:53, time: 1.730, data_time: 0.011, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8570, loss_cls: 1.4478, loss: 1.4478, grad_norm: 6.9916 2020-08-02 16:40:09,991 - mmaction - INFO - Epoch [53][420/3757] lr: 1.000e-03, eta: 4 days, 1:16:15, time: 1.954, data_time: 0.007, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8445, loss_cls: 1.5026, loss: 1.5026, grad_norm: 6.9443 2020-08-02 16:40:50,107 - mmaction - INFO - Epoch [53][440/3757] lr: 1.000e-03, eta: 4 days, 1:15:43, time: 2.014, data_time: 0.033, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.4384, loss: 1.4384, grad_norm: 6.7111 2020-08-02 16:41:27,191 - mmaction - INFO - Epoch [53][460/3757] lr: 1.000e-03, eta: 4 days, 1:14:53, time: 1.844, data_time: 0.504, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3894, loss: 1.3894, grad_norm: 6.7791 2020-08-02 16:42:06,835 - mmaction - INFO - Epoch [53][480/3757] lr: 1.000e-03, eta: 4 days, 1:14:19, time: 1.992, data_time: 0.656, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4508, loss: 1.4508, grad_norm: 6.9472 2020-08-02 16:42:47,046 - mmaction - INFO - Epoch [53][500/3757] lr: 1.000e-03, eta: 4 days, 1:13:47, time: 2.006, data_time: 0.181, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8484, loss_cls: 1.4233, loss: 1.4233, grad_norm: 6.8580 2020-08-02 16:43:22,787 - mmaction - INFO - Epoch [53][520/3757] lr: 1.000e-03, eta: 4 days, 1:12:51, time: 1.792, data_time: 0.518, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8523, loss_cls: 1.4142, loss: 1.4142, grad_norm: 6.8597 2020-08-02 16:44:00,116 - mmaction - INFO - Epoch [53][540/3757] lr: 1.000e-03, eta: 4 days, 1:12:04, time: 1.866, data_time: 0.198, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3689, loss: 1.3689, grad_norm: 6.6401 2020-08-02 16:44:41,150 - mmaction - INFO - Epoch [53][560/3757] lr: 1.000e-03, eta: 4 days, 1:11:36, time: 2.051, data_time: 0.011, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8445, loss_cls: 1.4855, loss: 1.4855, grad_norm: 6.8299 2020-08-02 16:45:19,937 - mmaction - INFO - Epoch [53][580/3757] lr: 1.000e-03, eta: 4 days, 1:10:56, time: 1.936, data_time: 0.138, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.4291, loss: 1.4291, grad_norm: 6.7414 2020-08-02 16:46:00,029 - mmaction - INFO - Epoch [53][600/3757] lr: 1.000e-03, eta: 4 days, 1:10:24, time: 2.009, data_time: 0.791, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8422, loss_cls: 1.4688, loss: 1.4688, grad_norm: 7.0844 2020-08-02 16:46:37,934 - mmaction - INFO - Epoch [53][620/3757] lr: 1.000e-03, eta: 4 days, 1:09:39, time: 1.894, data_time: 1.308, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.3903, loss: 1.3903, grad_norm: 6.5732 2020-08-02 16:47:15,998 - mmaction - INFO - Epoch [53][640/3757] lr: 1.000e-03, eta: 4 days, 1:08:56, time: 1.903, data_time: 1.329, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8500, loss_cls: 1.4227, loss: 1.4227, grad_norm: 6.8799 2020-08-02 16:47:55,159 - mmaction - INFO - Epoch [53][660/3757] lr: 1.000e-03, eta: 4 days, 1:08:18, time: 1.959, data_time: 1.366, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.4601, loss: 1.4601, grad_norm: 6.6556 2020-08-02 16:48:31,951 - mmaction - INFO - Epoch [53][680/3757] lr: 1.000e-03, eta: 4 days, 1:07:27, time: 1.828, data_time: 0.977, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8438, loss_cls: 1.4277, loss: 1.4277, grad_norm: 6.6192 2020-08-02 16:49:10,352 - mmaction - INFO - Epoch [53][700/3757] lr: 1.000e-03, eta: 4 days, 1:06:47, time: 1.932, data_time: 0.859, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8492, loss_cls: 1.4553, loss: 1.4553, grad_norm: 6.7177 2020-08-02 16:49:50,826 - mmaction - INFO - Epoch [53][720/3757] lr: 1.000e-03, eta: 4 days, 1:06:16, time: 2.022, data_time: 0.794, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8539, loss_cls: 1.4245, loss: 1.4245, grad_norm: 6.8032 2020-08-02 16:50:30,245 - mmaction - INFO - Epoch [53][740/3757] lr: 1.000e-03, eta: 4 days, 1:05:39, time: 1.970, data_time: 0.101, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8453, loss_cls: 1.4083, loss: 1.4083, grad_norm: 6.7730 2020-08-02 16:51:06,830 - mmaction - INFO - Epoch [53][760/3757] lr: 1.000e-03, eta: 4 days, 1:04:48, time: 1.831, data_time: 0.006, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8562, loss_cls: 1.4230, loss: 1.4230, grad_norm: 6.7973 2020-08-02 16:51:48,671 - mmaction - INFO - Epoch [53][780/3757] lr: 1.000e-03, eta: 4 days, 1:04:25, time: 2.093, data_time: 0.717, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8281, loss_cls: 1.5048, loss: 1.5048, grad_norm: 6.9275 2020-08-02 16:52:30,239 - mmaction - INFO - Epoch [53][800/3757] lr: 1.000e-03, eta: 4 days, 1:03:59, time: 2.078, data_time: 0.727, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4298, loss: 1.4298, grad_norm: 6.8999 2020-08-02 16:53:07,363 - mmaction - INFO - Epoch [53][820/3757] lr: 1.000e-03, eta: 4 days, 1:03:10, time: 1.849, data_time: 0.269, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8500, loss_cls: 1.5142, loss: 1.5142, grad_norm: 7.0799 2020-08-02 16:53:45,735 - mmaction - INFO - Epoch [53][840/3757] lr: 1.000e-03, eta: 4 days, 1:02:29, time: 1.920, data_time: 1.054, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8609, loss_cls: 1.4034, loss: 1.4034, grad_norm: 6.7778 2020-08-02 16:54:25,929 - mmaction - INFO - Epoch [53][860/3757] lr: 1.000e-03, eta: 4 days, 1:01:57, time: 2.014, data_time: 0.499, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8344, loss_cls: 1.5009, loss: 1.5009, grad_norm: 7.0526 2020-08-02 16:55:05,254 - mmaction - INFO - Epoch [53][880/3757] lr: 1.000e-03, eta: 4 days, 1:01:20, time: 1.964, data_time: 0.071, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8586, loss_cls: 1.3787, loss: 1.3787, grad_norm: 6.6436 2020-08-02 16:55:46,161 - mmaction - INFO - Epoch [53][900/3757] lr: 1.000e-03, eta: 4 days, 1:00:51, time: 2.048, data_time: 0.007, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8625, loss_cls: 1.3863, loss: 1.3863, grad_norm: 6.6874 2020-08-02 16:56:23,905 - mmaction - INFO - Epoch [53][920/3757] lr: 1.000e-03, eta: 4 days, 1:00:06, time: 1.883, data_time: 0.009, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8562, loss_cls: 1.4726, loss: 1.4726, grad_norm: 6.7666 2020-08-02 16:57:00,649 - mmaction - INFO - Epoch [53][940/3757] lr: 1.000e-03, eta: 4 days, 0:59:16, time: 1.843, data_time: 0.375, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.4387, loss: 1.4387, grad_norm: 6.7125 2020-08-02 16:57:37,614 - mmaction - INFO - Epoch [53][960/3757] lr: 1.000e-03, eta: 4 days, 0:58:27, time: 1.845, data_time: 0.628, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8469, loss_cls: 1.3992, loss: 1.3992, grad_norm: 6.6741 2020-08-02 16:58:19,061 - mmaction - INFO - Epoch [53][980/3757] lr: 1.000e-03, eta: 4 days, 0:58:01, time: 2.071, data_time: 0.713, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8438, loss_cls: 1.4666, loss: 1.4666, grad_norm: 7.1384 2020-08-02 16:58:59,492 - mmaction - INFO - Epoch [53][1000/3757] lr: 1.000e-03, eta: 4 days, 0:57:30, time: 2.027, data_time: 0.439, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3502, loss: 1.3502, grad_norm: 6.6904 2020-08-02 16:59:41,504 - mmaction - INFO - Epoch [53][1020/3757] lr: 1.000e-03, eta: 4 days, 0:57:06, time: 2.096, data_time: 0.056, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8602, loss_cls: 1.4119, loss: 1.4119, grad_norm: 6.8053 2020-08-02 17:00:17,826 - mmaction - INFO - Epoch [53][1040/3757] lr: 1.000e-03, eta: 4 days, 0:56:13, time: 1.809, data_time: 0.008, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3384, loss: 1.3384, grad_norm: 6.5177 2020-08-02 17:00:58,468 - mmaction - INFO - Epoch [53][1060/3757] lr: 1.000e-03, eta: 4 days, 0:55:44, time: 2.037, data_time: 0.082, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8578, loss_cls: 1.3809, loss: 1.3809, grad_norm: 6.8130 2020-08-02 17:01:33,416 - mmaction - INFO - Epoch [53][1080/3757] lr: 1.000e-03, eta: 4 days, 0:54:45, time: 1.754, data_time: 0.010, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.3773, loss: 1.3773, grad_norm: 6.5827 2020-08-02 17:02:10,873 - mmaction - INFO - Epoch [53][1100/3757] lr: 1.000e-03, eta: 4 days, 0:53:58, time: 1.870, data_time: 0.007, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3775, loss: 1.3775, grad_norm: 6.6888 2020-08-02 17:02:52,757 - mmaction - INFO - Epoch [53][1120/3757] lr: 1.000e-03, eta: 4 days, 0:53:35, time: 2.094, data_time: 0.008, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8430, loss_cls: 1.4552, loss: 1.4552, grad_norm: 7.0008 2020-08-02 17:03:32,836 - mmaction - INFO - Epoch [53][1140/3757] lr: 1.000e-03, eta: 4 days, 0:53:02, time: 2.008, data_time: 0.008, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8477, loss_cls: 1.4379, loss: 1.4379, grad_norm: 6.6476 2020-08-02 17:04:12,330 - mmaction - INFO - Epoch [53][1160/3757] lr: 1.000e-03, eta: 4 days, 0:52:25, time: 1.970, data_time: 0.002, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8359, loss_cls: 1.4982, loss: 1.4982, grad_norm: 7.0719 2020-08-02 17:04:51,648 - mmaction - INFO - Epoch [53][1180/3757] lr: 1.000e-03, eta: 4 days, 0:51:49, time: 1.969, data_time: 0.012, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8383, loss_cls: 1.4227, loss: 1.4227, grad_norm: 6.6739 2020-08-02 17:05:28,451 - mmaction - INFO - Epoch [53][1200/3757] lr: 1.000e-03, eta: 4 days, 0:50:58, time: 1.831, data_time: 0.012, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8398, loss_cls: 1.4736, loss: 1.4736, grad_norm: 6.7983 2020-08-02 17:06:06,693 - mmaction - INFO - Epoch [53][1220/3757] lr: 1.000e-03, eta: 4 days, 0:50:17, time: 1.921, data_time: 0.013, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.4167, loss: 1.4167, grad_norm: 6.7940 2020-08-02 17:06:46,274 - mmaction - INFO - Epoch [53][1240/3757] lr: 1.000e-03, eta: 4 days, 0:49:41, time: 1.977, data_time: 0.010, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8656, loss_cls: 1.3502, loss: 1.3502, grad_norm: 6.7380 2020-08-02 17:07:27,346 - mmaction - INFO - Epoch [53][1260/3757] lr: 1.000e-03, eta: 4 days, 0:49:13, time: 2.058, data_time: 0.009, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4318, loss: 1.4318, grad_norm: 6.6621 2020-08-02 17:08:04,660 - mmaction - INFO - Epoch [53][1280/3757] lr: 1.000e-03, eta: 4 days, 0:48:25, time: 1.856, data_time: 0.033, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8664, loss_cls: 1.4741, loss: 1.4741, grad_norm: 7.0413 2020-08-02 17:08:43,485 - mmaction - INFO - Epoch [53][1300/3757] lr: 1.000e-03, eta: 4 days, 0:47:46, time: 1.949, data_time: 0.012, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8648, loss_cls: 1.3154, loss: 1.3154, grad_norm: 6.6060 2020-08-02 17:09:22,185 - mmaction - INFO - Epoch [53][1320/3757] lr: 1.000e-03, eta: 4 days, 0:47:06, time: 1.930, data_time: 0.752, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8578, loss_cls: 1.4331, loss: 1.4331, grad_norm: 7.0281 2020-08-02 17:10:02,694 - mmaction - INFO - Epoch [53][1340/3757] lr: 1.000e-03, eta: 4 days, 0:46:35, time: 2.031, data_time: 1.438, memory: 5166, top1_acc: 0.6211, top5_acc: 0.8422, loss_cls: 1.4991, loss: 1.4991, grad_norm: 7.0467 2020-08-02 17:10:42,207 - mmaction - INFO - Epoch [53][1360/3757] lr: 1.000e-03, eta: 4 days, 0:46:00, time: 1.977, data_time: 0.968, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4766, loss: 1.4766, grad_norm: 6.9889 2020-08-02 17:11:23,527 - mmaction - INFO - Epoch [53][1380/3757] lr: 1.000e-03, eta: 4 days, 0:45:33, time: 2.063, data_time: 1.485, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.4038, loss: 1.4038, grad_norm: 6.7588 2020-08-02 17:12:01,876 - mmaction - INFO - Epoch [53][1400/3757] lr: 1.000e-03, eta: 4 days, 0:44:51, time: 1.918, data_time: 1.273, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8500, loss_cls: 1.4543, loss: 1.4543, grad_norm: 6.9271 2020-08-02 17:12:40,219 - mmaction - INFO - Epoch [53][1420/3757] lr: 1.000e-03, eta: 4 days, 0:44:09, time: 1.918, data_time: 1.358, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8648, loss_cls: 1.3464, loss: 1.3464, grad_norm: 6.7260 2020-08-02 17:13:19,687 - mmaction - INFO - Epoch [53][1440/3757] lr: 1.000e-03, eta: 4 days, 0:43:33, time: 1.971, data_time: 1.420, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.4211, loss: 1.4211, grad_norm: 6.6498 2020-08-02 17:13:55,737 - mmaction - INFO - Epoch [53][1460/3757] lr: 1.000e-03, eta: 4 days, 0:42:38, time: 1.795, data_time: 0.688, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4687, loss: 1.4687, grad_norm: 6.9783 2020-08-02 17:14:34,675 - mmaction - INFO - Epoch [53][1480/3757] lr: 1.000e-03, eta: 4 days, 0:42:00, time: 1.957, data_time: 0.884, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8398, loss_cls: 1.4373, loss: 1.4373, grad_norm: 6.8349 2020-08-02 17:15:14,075 - mmaction - INFO - Epoch [53][1500/3757] lr: 1.000e-03, eta: 4 days, 0:41:23, time: 1.966, data_time: 0.757, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8359, loss_cls: 1.4733, loss: 1.4733, grad_norm: 6.8705 2020-08-02 17:15:54,118 - mmaction - INFO - Epoch [53][1520/3757] lr: 1.000e-03, eta: 4 days, 0:40:51, time: 2.007, data_time: 0.030, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.4579, loss: 1.4579, grad_norm: 6.6761 2020-08-02 17:16:34,391 - mmaction - INFO - Epoch [53][1540/3757] lr: 1.000e-03, eta: 4 days, 0:40:18, time: 2.010, data_time: 0.693, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8523, loss_cls: 1.3533, loss: 1.3533, grad_norm: 6.4370 2020-08-02 17:17:11,104 - mmaction - INFO - Epoch [53][1560/3757] lr: 1.000e-03, eta: 4 days, 0:39:28, time: 1.839, data_time: 0.883, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4211, loss: 1.4211, grad_norm: 6.6633 2020-08-02 17:17:48,642 - mmaction - INFO - Epoch [53][1580/3757] lr: 1.000e-03, eta: 4 days, 0:38:42, time: 1.869, data_time: 0.628, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8609, loss_cls: 1.4037, loss: 1.4037, grad_norm: 6.8044 2020-08-02 17:18:28,813 - mmaction - INFO - Epoch [53][1600/3757] lr: 1.000e-03, eta: 4 days, 0:38:10, time: 2.017, data_time: 0.124, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.4683, loss: 1.4683, grad_norm: 7.0120 2020-08-02 17:19:06,004 - mmaction - INFO - Epoch [53][1620/3757] lr: 1.000e-03, eta: 4 days, 0:37:21, time: 1.852, data_time: 0.007, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8414, loss_cls: 1.3973, loss: 1.3973, grad_norm: 6.8487 2020-08-02 17:19:45,703 - mmaction - INFO - Epoch [53][1640/3757] lr: 1.000e-03, eta: 4 days, 0:36:47, time: 1.991, data_time: 0.011, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8461, loss_cls: 1.4981, loss: 1.4981, grad_norm: 6.9589 2020-08-02 17:20:27,994 - mmaction - INFO - Epoch [53][1660/3757] lr: 1.000e-03, eta: 4 days, 0:36:25, time: 2.112, data_time: 0.010, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8398, loss_cls: 1.4992, loss: 1.4992, grad_norm: 7.0679 2020-08-02 17:21:04,522 - mmaction - INFO - Epoch [53][1680/3757] lr: 1.000e-03, eta: 4 days, 0:35:34, time: 1.830, data_time: 0.008, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8711, loss_cls: 1.3376, loss: 1.3376, grad_norm: 6.7485 2020-08-02 17:21:44,791 - mmaction - INFO - Epoch [53][1700/3757] lr: 1.000e-03, eta: 4 days, 0:35:02, time: 2.014, data_time: 0.009, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8602, loss_cls: 1.3501, loss: 1.3501, grad_norm: 6.7131 2020-08-02 17:22:25,465 - mmaction - INFO - Epoch [53][1720/3757] lr: 1.000e-03, eta: 4 days, 0:34:31, time: 2.031, data_time: 0.003, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8531, loss_cls: 1.4286, loss: 1.4286, grad_norm: 6.9833 2020-08-02 17:23:02,922 - mmaction - INFO - Epoch [53][1740/3757] lr: 1.000e-03, eta: 4 days, 0:33:45, time: 1.875, data_time: 0.015, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8344, loss_cls: 1.4582, loss: 1.4582, grad_norm: 6.7992 2020-08-02 17:23:41,553 - mmaction - INFO - Epoch [53][1760/3757] lr: 1.000e-03, eta: 4 days, 0:33:05, time: 1.932, data_time: 0.640, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8461, loss_cls: 1.4944, loss: 1.4944, grad_norm: 6.9296 2020-08-02 17:24:19,583 - mmaction - INFO - Epoch [53][1780/3757] lr: 1.000e-03, eta: 4 days, 0:32:21, time: 1.898, data_time: 0.590, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8492, loss_cls: 1.4425, loss: 1.4425, grad_norm: 6.7293 2020-08-02 17:24:57,226 - mmaction - INFO - Epoch [53][1800/3757] lr: 1.000e-03, eta: 4 days, 0:31:36, time: 1.885, data_time: 0.526, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8305, loss_cls: 1.5149, loss: 1.5149, grad_norm: 7.0659 2020-08-02 17:25:33,687 - mmaction - INFO - Epoch [53][1820/3757] lr: 1.000e-03, eta: 4 days, 0:30:45, time: 1.822, data_time: 0.923, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8414, loss_cls: 1.3739, loss: 1.3739, grad_norm: 6.6808 2020-08-02 17:26:13,649 - mmaction - INFO - Epoch [53][1840/3757] lr: 1.000e-03, eta: 4 days, 0:30:10, time: 1.991, data_time: 0.977, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8594, loss_cls: 1.3928, loss: 1.3928, grad_norm: 6.7698 2020-08-02 17:26:53,416 - mmaction - INFO - Epoch [53][1860/3757] lr: 1.000e-03, eta: 4 days, 0:29:36, time: 1.996, data_time: 0.973, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8266, loss_cls: 1.5524, loss: 1.5524, grad_norm: 6.9604 2020-08-02 17:27:33,641 - mmaction - INFO - Epoch [53][1880/3757] lr: 1.000e-03, eta: 4 days, 0:29:03, time: 2.003, data_time: 0.451, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8492, loss_cls: 1.4472, loss: 1.4472, grad_norm: 6.8105 2020-08-02 17:28:11,782 - mmaction - INFO - Epoch [53][1900/3757] lr: 1.000e-03, eta: 4 days, 0:28:21, time: 1.915, data_time: 0.592, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4766, loss: 1.4766, grad_norm: 6.9437 2020-08-02 17:28:53,237 - mmaction - INFO - Epoch [53][1920/3757] lr: 1.000e-03, eta: 4 days, 0:27:55, time: 2.073, data_time: 0.730, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8555, loss_cls: 1.3715, loss: 1.3715, grad_norm: 6.6422 2020-08-02 17:29:31,264 - mmaction - INFO - Epoch [53][1940/3757] lr: 1.000e-03, eta: 4 days, 0:27:11, time: 1.900, data_time: 1.116, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8359, loss_cls: 1.4867, loss: 1.4867, grad_norm: 7.1200 2020-08-02 17:30:13,608 - mmaction - INFO - Epoch [53][1960/3757] lr: 1.000e-03, eta: 4 days, 0:26:49, time: 2.120, data_time: 0.907, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8461, loss_cls: 1.3808, loss: 1.3808, grad_norm: 6.5898 2020-08-02 17:30:51,104 - mmaction - INFO - Epoch [53][1980/3757] lr: 1.000e-03, eta: 4 days, 0:26:03, time: 1.874, data_time: 0.091, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4582, loss: 1.4582, grad_norm: 6.9735 2020-08-02 17:31:26,926 - mmaction - INFO - Epoch [53][2000/3757] lr: 1.000e-03, eta: 4 days, 0:25:08, time: 1.785, data_time: 0.617, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8438, loss_cls: 1.4155, loss: 1.4155, grad_norm: 6.7310 2020-08-02 17:32:04,671 - mmaction - INFO - Epoch [53][2020/3757] lr: 1.000e-03, eta: 4 days, 0:24:23, time: 1.885, data_time: 0.143, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8531, loss_cls: 1.3836, loss: 1.3836, grad_norm: 6.6156 2020-08-02 17:32:45,649 - mmaction - INFO - Epoch [53][2040/3757] lr: 1.000e-03, eta: 4 days, 0:23:55, time: 2.058, data_time: 0.584, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8445, loss_cls: 1.4569, loss: 1.4569, grad_norm: 6.9828 2020-08-02 17:33:25,191 - mmaction - INFO - Epoch [53][2060/3757] lr: 1.000e-03, eta: 4 days, 0:23:20, time: 1.977, data_time: 0.872, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.4237, loss: 1.4237, grad_norm: 6.7993 2020-08-02 17:34:01,968 - mmaction - INFO - Epoch [53][2080/3757] lr: 1.000e-03, eta: 4 days, 0:22:30, time: 1.839, data_time: 1.089, memory: 5166, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5569, loss: 1.5569, grad_norm: 7.1063 2020-08-02 17:34:45,448 - mmaction - INFO - Epoch [53][2100/3757] lr: 1.000e-03, eta: 4 days, 0:22:13, time: 2.168, data_time: 0.283, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8398, loss_cls: 1.5116, loss: 1.5116, grad_norm: 6.9862 2020-08-02 17:35:21,989 - mmaction - INFO - Epoch [53][2120/3757] lr: 1.000e-03, eta: 4 days, 0:21:22, time: 1.829, data_time: 0.009, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8398, loss_cls: 1.4741, loss: 1.4741, grad_norm: 6.8656 2020-08-02 17:36:02,583 - mmaction - INFO - Epoch [53][2140/3757] lr: 1.000e-03, eta: 4 days, 0:20:52, time: 2.033, data_time: 0.009, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8703, loss_cls: 1.3265, loss: 1.3265, grad_norm: 6.7200 2020-08-02 17:36:41,687 - mmaction - INFO - Epoch [53][2160/3757] lr: 1.000e-03, eta: 4 days, 0:20:14, time: 1.952, data_time: 0.009, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.5132, loss: 1.5132, grad_norm: 7.0390 2020-08-02 17:37:19,864 - mmaction - INFO - Epoch [53][2180/3757] lr: 1.000e-03, eta: 4 days, 0:19:31, time: 1.909, data_time: 0.008, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8578, loss_cls: 1.4118, loss: 1.4118, grad_norm: 6.8285 2020-08-02 17:37:57,788 - mmaction - INFO - Epoch [53][2200/3757] lr: 1.000e-03, eta: 4 days, 0:18:47, time: 1.891, data_time: 0.011, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4796, loss: 1.4796, grad_norm: 7.0460 2020-08-02 17:38:33,355 - mmaction - INFO - Epoch [53][2220/3757] lr: 1.000e-03, eta: 4 days, 0:17:52, time: 1.786, data_time: 0.014, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.3391, loss: 1.3391, grad_norm: 6.8359 2020-08-02 17:39:14,166 - mmaction - INFO - Epoch [53][2240/3757] lr: 1.000e-03, eta: 4 days, 0:17:22, time: 2.038, data_time: 0.367, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8398, loss_cls: 1.4795, loss: 1.4795, grad_norm: 6.7234 2020-08-02 17:39:51,577 - mmaction - INFO - Epoch [53][2260/3757] lr: 1.000e-03, eta: 4 days, 0:16:36, time: 1.873, data_time: 0.795, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8359, loss_cls: 1.4926, loss: 1.4926, grad_norm: 6.9704 2020-08-02 17:40:31,182 - mmaction - INFO - Epoch [53][2280/3757] lr: 1.000e-03, eta: 4 days, 0:16:00, time: 1.975, data_time: 0.817, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8586, loss_cls: 1.3689, loss: 1.3689, grad_norm: 6.6306 2020-08-02 17:41:09,150 - mmaction - INFO - Epoch [53][2300/3757] lr: 1.000e-03, eta: 4 days, 0:15:17, time: 1.905, data_time: 0.869, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8586, loss_cls: 1.4050, loss: 1.4050, grad_norm: 6.9644 2020-08-02 17:41:49,943 - mmaction - INFO - Epoch [53][2320/3757] lr: 1.000e-03, eta: 4 days, 0:14:46, time: 2.033, data_time: 1.278, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3984, loss: 1.3984, grad_norm: 6.7326 2020-08-02 17:42:28,114 - mmaction - INFO - Epoch [53][2340/3757] lr: 1.000e-03, eta: 4 days, 0:14:04, time: 1.915, data_time: 0.428, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.4698, loss: 1.4698, grad_norm: 6.7640 2020-08-02 17:43:06,478 - mmaction - INFO - Epoch [53][2360/3757] lr: 1.000e-03, eta: 4 days, 0:13:22, time: 1.912, data_time: 0.275, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8516, loss_cls: 1.4388, loss: 1.4388, grad_norm: 6.7667 2020-08-02 17:43:44,581 - mmaction - INFO - Epoch [53][2380/3757] lr: 1.000e-03, eta: 4 days, 0:12:39, time: 1.908, data_time: 0.203, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8383, loss_cls: 1.4428, loss: 1.4428, grad_norm: 6.7965 2020-08-02 17:44:26,911 - mmaction - INFO - Epoch [53][2400/3757] lr: 1.000e-03, eta: 4 days, 0:12:17, time: 2.120, data_time: 0.414, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8383, loss_cls: 1.4291, loss: 1.4291, grad_norm: 6.7468 2020-08-02 17:45:02,685 - mmaction - INFO - Epoch [53][2420/3757] lr: 1.000e-03, eta: 4 days, 0:11:23, time: 1.787, data_time: 0.422, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8469, loss_cls: 1.4179, loss: 1.4179, grad_norm: 6.7151 2020-08-02 17:45:41,851 - mmaction - INFO - Epoch [53][2440/3757] lr: 1.000e-03, eta: 4 days, 0:10:45, time: 1.960, data_time: 0.742, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.4918, loss: 1.4918, grad_norm: 6.9467 2020-08-02 17:46:23,704 - mmaction - INFO - Epoch [53][2460/3757] lr: 1.000e-03, eta: 4 days, 0:10:20, time: 2.087, data_time: 0.126, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8648, loss_cls: 1.3374, loss: 1.3374, grad_norm: 6.8335 2020-08-02 17:46:58,844 - mmaction - INFO - Epoch [53][2480/3757] lr: 1.000e-03, eta: 4 days, 0:09:23, time: 1.762, data_time: 0.009, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8562, loss_cls: 1.4118, loss: 1.4118, grad_norm: 6.7998 2020-08-02 17:47:33,545 - mmaction - INFO - Epoch [53][2500/3757] lr: 1.000e-03, eta: 4 days, 0:08:23, time: 1.729, data_time: 0.009, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8586, loss_cls: 1.4181, loss: 1.4181, grad_norm: 6.9190 2020-08-02 17:48:15,268 - mmaction - INFO - Epoch [53][2520/3757] lr: 1.000e-03, eta: 4 days, 0:07:58, time: 2.092, data_time: 0.026, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8477, loss_cls: 1.4203, loss: 1.4203, grad_norm: 6.8042 2020-08-02 17:48:55,269 - mmaction - INFO - Epoch [53][2540/3757] lr: 1.000e-03, eta: 4 days, 0:07:25, time: 2.000, data_time: 0.008, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8359, loss_cls: 1.4707, loss: 1.4707, grad_norm: 7.0138 2020-08-02 17:49:35,640 - mmaction - INFO - Epoch [53][2560/3757] lr: 1.000e-03, eta: 4 days, 0:06:53, time: 2.017, data_time: 0.004, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8594, loss_cls: 1.3897, loss: 1.3897, grad_norm: 6.8980 2020-08-02 17:50:14,346 - mmaction - INFO - Epoch [53][2580/3757] lr: 1.000e-03, eta: 4 days, 0:06:13, time: 1.935, data_time: 0.009, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8539, loss_cls: 1.3473, loss: 1.3473, grad_norm: 6.5787 2020-08-02 17:50:54,010 - mmaction - INFO - Epoch [53][2600/3757] lr: 1.000e-03, eta: 4 days, 0:05:37, time: 1.983, data_time: 0.155, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8375, loss_cls: 1.4251, loss: 1.4251, grad_norm: 6.6621 2020-08-02 17:51:30,297 - mmaction - INFO - Epoch [53][2620/3757] lr: 1.000e-03, eta: 4 days, 0:04:45, time: 1.811, data_time: 0.388, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8586, loss_cls: 1.3630, loss: 1.3630, grad_norm: 6.6814 2020-08-02 17:52:08,164 - mmaction - INFO - Epoch [53][2640/3757] lr: 1.000e-03, eta: 4 days, 0:04:02, time: 1.900, data_time: 0.105, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8328, loss_cls: 1.4929, loss: 1.4929, grad_norm: 6.9808 2020-08-02 17:52:49,146 - mmaction - INFO - Epoch [53][2660/3757] lr: 1.000e-03, eta: 4 days, 0:03:32, time: 2.046, data_time: 0.009, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4440, loss: 1.4440, grad_norm: 6.8482 2020-08-02 17:53:30,727 - mmaction - INFO - Epoch [53][2680/3757] lr: 1.000e-03, eta: 4 days, 0:03:07, time: 2.082, data_time: 0.008, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.4013, loss: 1.4013, grad_norm: 6.8703 2020-08-02 17:54:05,961 - mmaction - INFO - Epoch [53][2700/3757] lr: 1.000e-03, eta: 4 days, 0:02:10, time: 1.762, data_time: 0.003, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8352, loss_cls: 1.4470, loss: 1.4470, grad_norm: 6.8895 2020-08-02 17:54:46,690 - mmaction - INFO - Epoch [53][2720/3757] lr: 1.000e-03, eta: 4 days, 0:01:39, time: 2.029, data_time: 0.008, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.4212, loss: 1.4212, grad_norm: 6.9383 2020-08-02 17:55:26,242 - mmaction - INFO - Epoch [53][2740/3757] lr: 1.000e-03, eta: 4 days, 0:01:03, time: 1.980, data_time: 0.430, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8445, loss_cls: 1.4367, loss: 1.4367, grad_norm: 6.7590 2020-08-02 17:56:06,347 - mmaction - INFO - Epoch [53][2760/3757] lr: 1.000e-03, eta: 4 days, 0:00:30, time: 2.002, data_time: 0.010, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8531, loss_cls: 1.3523, loss: 1.3523, grad_norm: 6.6849 2020-08-02 17:56:44,118 - mmaction - INFO - Epoch [53][2780/3757] lr: 1.000e-03, eta: 3 days, 23:59:46, time: 1.897, data_time: 0.011, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.3755, loss: 1.3755, grad_norm: 6.8455 2020-08-02 17:57:23,965 - mmaction - INFO - Epoch [53][2800/3757] lr: 1.000e-03, eta: 3 days, 23:59:11, time: 1.988, data_time: 0.007, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.4517, loss: 1.4517, grad_norm: 6.8735 2020-08-02 17:58:04,245 - mmaction - INFO - Epoch [53][2820/3757] lr: 1.000e-03, eta: 3 days, 23:58:39, time: 2.016, data_time: 0.009, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8773, loss_cls: 1.3152, loss: 1.3152, grad_norm: 6.6982 2020-08-02 17:58:42,226 - mmaction - INFO - Epoch [53][2840/3757] lr: 1.000e-03, eta: 3 days, 23:57:55, time: 1.893, data_time: 0.011, memory: 5166, top1_acc: 0.6234, top5_acc: 0.8297, loss_cls: 1.5714, loss: 1.5714, grad_norm: 7.3822 2020-08-02 17:59:17,925 - mmaction - INFO - Epoch [53][2860/3757] lr: 1.000e-03, eta: 3 days, 23:57:01, time: 1.793, data_time: 0.011, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8422, loss_cls: 1.4902, loss: 1.4902, grad_norm: 7.1371 2020-08-02 17:59:55,145 - mmaction - INFO - Epoch [53][2880/3757] lr: 1.000e-03, eta: 3 days, 23:56:13, time: 1.854, data_time: 0.008, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8508, loss_cls: 1.4383, loss: 1.4383, grad_norm: 6.9319 2020-08-02 18:00:39,909 - mmaction - INFO - Epoch [53][2900/3757] lr: 1.000e-03, eta: 3 days, 23:56:02, time: 2.228, data_time: 0.009, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8453, loss_cls: 1.4609, loss: 1.4609, grad_norm: 7.0218 2020-08-02 18:01:14,647 - mmaction - INFO - Epoch [53][2920/3757] lr: 1.000e-03, eta: 3 days, 23:55:04, time: 1.754, data_time: 0.099, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8477, loss_cls: 1.4101, loss: 1.4101, grad_norm: 6.7379 2020-08-02 18:01:52,272 - mmaction - INFO - Epoch [53][2940/3757] lr: 1.000e-03, eta: 3 days, 23:54:19, time: 1.879, data_time: 0.232, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8539, loss_cls: 1.4288, loss: 1.4288, grad_norm: 6.8072 2020-08-02 18:02:29,728 - mmaction - INFO - Epoch [53][2960/3757] lr: 1.000e-03, eta: 3 days, 23:53:33, time: 1.873, data_time: 0.151, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.3787, loss: 1.3787, grad_norm: 6.8526 2020-08-02 18:03:12,652 - mmaction - INFO - Epoch [53][2980/3757] lr: 1.000e-03, eta: 3 days, 23:53:13, time: 2.148, data_time: 0.004, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8477, loss_cls: 1.4757, loss: 1.4757, grad_norm: 6.9672 2020-08-02 18:03:53,634 - mmaction - INFO - Epoch [53][3000/3757] lr: 1.000e-03, eta: 3 days, 23:52:44, time: 2.049, data_time: 0.007, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8578, loss_cls: 1.4227, loss: 1.4227, grad_norm: 6.8091 2020-08-02 18:04:34,031 - mmaction - INFO - Epoch [53][3020/3757] lr: 1.000e-03, eta: 3 days, 23:52:12, time: 2.017, data_time: 0.002, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8617, loss_cls: 1.4135, loss: 1.4135, grad_norm: 6.7849 2020-08-02 18:05:11,445 - mmaction - INFO - Epoch [53][3040/3757] lr: 1.000e-03, eta: 3 days, 23:51:26, time: 1.873, data_time: 0.010, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8383, loss_cls: 1.4558, loss: 1.4558, grad_norm: 6.8768 2020-08-02 18:05:51,124 - mmaction - INFO - Epoch [53][3060/3757] lr: 1.000e-03, eta: 3 days, 23:50:51, time: 1.982, data_time: 0.042, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8547, loss_cls: 1.4276, loss: 1.4276, grad_norm: 6.9573 2020-08-02 18:06:30,319 - mmaction - INFO - Epoch [53][3080/3757] lr: 1.000e-03, eta: 3 days, 23:50:13, time: 1.960, data_time: 0.428, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8391, loss_cls: 1.4608, loss: 1.4608, grad_norm: 6.8818 2020-08-02 18:07:10,859 - mmaction - INFO - Epoch [53][3100/3757] lr: 1.000e-03, eta: 3 days, 23:49:42, time: 2.029, data_time: 0.682, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8648, loss_cls: 1.3567, loss: 1.3567, grad_norm: 6.7481 2020-08-02 18:07:49,561 - mmaction - INFO - Epoch [53][3120/3757] lr: 1.000e-03, eta: 3 days, 23:49:01, time: 1.929, data_time: 0.155, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8516, loss_cls: 1.4033, loss: 1.4033, grad_norm: 6.7727 2020-08-02 18:08:29,308 - mmaction - INFO - Epoch [53][3140/3757] lr: 1.000e-03, eta: 3 days, 23:48:26, time: 1.988, data_time: 0.013, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8648, loss_cls: 1.4006, loss: 1.4006, grad_norm: 6.9455 2020-08-02 18:09:08,146 - mmaction - INFO - Epoch [53][3160/3757] lr: 1.000e-03, eta: 3 days, 23:47:47, time: 1.946, data_time: 0.009, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8375, loss_cls: 1.4430, loss: 1.4430, grad_norm: 6.8463 2020-08-02 18:09:42,159 - mmaction - INFO - Epoch [53][3180/3757] lr: 1.000e-03, eta: 3 days, 23:46:44, time: 1.694, data_time: 0.084, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8656, loss_cls: 1.3586, loss: 1.3586, grad_norm: 6.8398 2020-08-02 18:10:20,733 - mmaction - INFO - Epoch [53][3200/3757] lr: 1.000e-03, eta: 3 days, 23:46:04, time: 1.928, data_time: 0.055, memory: 5166, top1_acc: 0.6203, top5_acc: 0.8273, loss_cls: 1.5479, loss: 1.5479, grad_norm: 7.0932 2020-08-02 18:10:59,762 - mmaction - INFO - Epoch [53][3220/3757] lr: 1.000e-03, eta: 3 days, 23:45:26, time: 1.957, data_time: 0.009, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8383, loss_cls: 1.4628, loss: 1.4628, grad_norm: 6.8402 2020-08-02 18:11:39,563 - mmaction - INFO - Epoch [53][3240/3757] lr: 1.000e-03, eta: 3 days, 23:44:51, time: 1.991, data_time: 0.009, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3198, loss: 1.3198, grad_norm: 6.6012 2020-08-02 18:12:21,727 - mmaction - INFO - Epoch [53][3260/3757] lr: 1.000e-03, eta: 3 days, 23:44:27, time: 2.105, data_time: 0.003, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8438, loss_cls: 1.4378, loss: 1.4378, grad_norm: 6.7473 2020-08-02 18:13:01,261 - mmaction - INFO - Epoch [53][3280/3757] lr: 1.000e-03, eta: 3 days, 23:43:52, time: 1.980, data_time: 0.006, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8562, loss_cls: 1.4039, loss: 1.4039, grad_norm: 6.9547 2020-08-02 18:13:37,772 - mmaction - INFO - Epoch [53][3300/3757] lr: 1.000e-03, eta: 3 days, 23:43:01, time: 1.821, data_time: 0.008, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8281, loss_cls: 1.4911, loss: 1.4911, grad_norm: 6.9634 2020-08-02 18:14:16,705 - mmaction - INFO - Epoch [53][3320/3757] lr: 1.000e-03, eta: 3 days, 23:42:22, time: 1.951, data_time: 0.009, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8422, loss_cls: 1.4060, loss: 1.4060, grad_norm: 6.8762 2020-08-02 18:14:57,176 - mmaction - INFO - Epoch [53][3340/3757] lr: 1.000e-03, eta: 3 days, 23:41:50, time: 2.016, data_time: 0.008, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8375, loss_cls: 1.4947, loss: 1.4947, grad_norm: 7.0216 2020-08-02 18:15:32,828 - mmaction - INFO - Epoch [53][3360/3757] lr: 1.000e-03, eta: 3 days, 23:40:56, time: 1.789, data_time: 0.018, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8539, loss_cls: 1.3836, loss: 1.3836, grad_norm: 6.7017 2020-08-02 18:16:14,981 - mmaction - INFO - Epoch [53][3380/3757] lr: 1.000e-03, eta: 3 days, 23:40:32, time: 2.102, data_time: 0.017, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8273, loss_cls: 1.5046, loss: 1.5046, grad_norm: 6.9706 2020-08-02 18:16:52,136 - mmaction - INFO - Epoch [53][3400/3757] lr: 1.000e-03, eta: 3 days, 23:39:45, time: 1.862, data_time: 0.009, memory: 5166, top1_acc: 0.6258, top5_acc: 0.8320, loss_cls: 1.5865, loss: 1.5865, grad_norm: 7.0067 2020-08-02 18:17:31,281 - mmaction - INFO - Epoch [53][3420/3757] lr: 1.000e-03, eta: 3 days, 23:39:07, time: 1.953, data_time: 0.029, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8484, loss_cls: 1.4839, loss: 1.4839, grad_norm: 6.8521 2020-08-02 18:18:07,770 - mmaction - INFO - Epoch [53][3440/3757] lr: 1.000e-03, eta: 3 days, 23:38:17, time: 1.830, data_time: 0.011, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4597, loss: 1.4597, grad_norm: 6.8398 2020-08-02 18:18:47,031 - mmaction - INFO - Epoch [53][3460/3757] lr: 1.000e-03, eta: 3 days, 23:37:39, time: 1.959, data_time: 0.012, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8531, loss_cls: 1.3498, loss: 1.3498, grad_norm: 6.7654 2020-08-02 18:19:27,443 - mmaction - INFO - Epoch [53][3480/3757] lr: 1.000e-03, eta: 3 days, 23:37:08, time: 2.024, data_time: 0.007, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.4065, loss: 1.4065, grad_norm: 6.8288 2020-08-02 18:20:07,609 - mmaction - INFO - Epoch [53][3500/3757] lr: 1.000e-03, eta: 3 days, 23:36:35, time: 2.009, data_time: 0.009, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8484, loss_cls: 1.4726, loss: 1.4726, grad_norm: 7.1613 2020-08-02 18:20:44,156 - mmaction - INFO - Epoch [53][3520/3757] lr: 1.000e-03, eta: 3 days, 23:35:44, time: 1.827, data_time: 0.004, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8500, loss_cls: 1.4112, loss: 1.4112, grad_norm: 6.7681 2020-08-02 18:21:23,813 - mmaction - INFO - Epoch [53][3540/3757] lr: 1.000e-03, eta: 3 days, 23:35:08, time: 1.973, data_time: 0.071, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8523, loss_cls: 1.4733, loss: 1.4733, grad_norm: 6.9572 2020-08-02 18:22:06,920 - mmaction - INFO - Epoch [53][3560/3757] lr: 1.000e-03, eta: 3 days, 23:34:49, time: 2.162, data_time: 0.052, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8375, loss_cls: 1.4805, loss: 1.4805, grad_norm: 6.9723 2020-08-02 18:22:46,159 - mmaction - INFO - Epoch [53][3580/3757] lr: 1.000e-03, eta: 3 days, 23:34:12, time: 1.957, data_time: 0.377, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8438, loss_cls: 1.4788, loss: 1.4788, grad_norm: 7.0134 2020-08-02 18:23:26,222 - mmaction - INFO - Epoch [53][3600/3757] lr: 1.000e-03, eta: 3 days, 23:33:39, time: 2.010, data_time: 0.304, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.4795, loss: 1.4795, grad_norm: 7.0737 2020-08-02 18:24:02,431 - mmaction - INFO - Epoch [53][3620/3757] lr: 1.000e-03, eta: 3 days, 23:32:47, time: 1.811, data_time: 0.004, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8703, loss_cls: 1.3499, loss: 1.3499, grad_norm: 6.8305 2020-08-02 18:24:42,241 - mmaction - INFO - Epoch [53][3640/3757] lr: 1.000e-03, eta: 3 days, 23:32:12, time: 1.985, data_time: 0.009, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8500, loss_cls: 1.4374, loss: 1.4374, grad_norm: 6.8126 2020-08-02 18:25:18,982 - mmaction - INFO - Epoch [53][3660/3757] lr: 1.000e-03, eta: 3 days, 23:31:22, time: 1.834, data_time: 0.009, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8523, loss_cls: 1.4896, loss: 1.4896, grad_norm: 7.0904 2020-08-02 18:26:02,090 - mmaction - INFO - Epoch [53][3680/3757] lr: 1.000e-03, eta: 3 days, 23:31:04, time: 2.163, data_time: 0.011, memory: 5166, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.6158, loss: 1.6158, grad_norm: 7.2882 2020-08-02 18:26:38,927 - mmaction - INFO - Epoch [53][3700/3757] lr: 1.000e-03, eta: 3 days, 23:30:15, time: 1.842, data_time: 0.008, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4562, loss: 1.4562, grad_norm: 6.8712 2020-08-02 18:27:17,608 - mmaction - INFO - Epoch [53][3720/3757] lr: 1.000e-03, eta: 3 days, 23:29:34, time: 1.929, data_time: 0.009, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8406, loss_cls: 1.4138, loss: 1.4138, grad_norm: 6.7548 2020-08-02 18:27:54,694 - mmaction - INFO - Epoch [53][3740/3757] lr: 1.000e-03, eta: 3 days, 23:28:47, time: 1.861, data_time: 0.022, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8445, loss_cls: 1.5079, loss: 1.5079, grad_norm: 6.9994 2020-08-02 18:28:23,510 - mmaction - INFO - Saving checkpoint at 53 epochs 2020-08-02 18:29:19,479 - mmaction - INFO - Epoch [54][20/3757] lr: 1.000e-03, eta: 3 days, 23:26:10, time: 2.693, data_time: 1.188, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.5006, loss: 1.5006, grad_norm: 6.9730 2020-08-02 18:30:00,690 - mmaction - INFO - Epoch [54][40/3757] lr: 1.000e-03, eta: 3 days, 23:25:42, time: 2.061, data_time: 0.756, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8313, loss_cls: 1.5332, loss: 1.5332, grad_norm: 7.0497 2020-08-02 18:30:40,043 - mmaction - INFO - Epoch [54][60/3757] lr: 1.000e-03, eta: 3 days, 23:25:05, time: 1.966, data_time: 0.076, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4324, loss: 1.4324, grad_norm: 6.8251 2020-08-02 18:31:20,595 - mmaction - INFO - Epoch [54][80/3757] lr: 1.000e-03, eta: 3 days, 23:24:34, time: 2.036, data_time: 0.045, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8617, loss_cls: 1.3887, loss: 1.3887, grad_norm: 6.7661 2020-08-02 18:31:59,516 - mmaction - INFO - Epoch [54][100/3757] lr: 1.000e-03, eta: 3 days, 23:23:55, time: 1.940, data_time: 0.008, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8766, loss_cls: 1.3103, loss: 1.3103, grad_norm: 6.7076 2020-08-02 18:32:38,759 - mmaction - INFO - Epoch [54][120/3757] lr: 1.000e-03, eta: 3 days, 23:23:18, time: 1.966, data_time: 0.241, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8445, loss_cls: 1.4511, loss: 1.4511, grad_norm: 7.0948 2020-08-02 18:33:18,253 - mmaction - INFO - Epoch [54][140/3757] lr: 1.000e-03, eta: 3 days, 23:22:41, time: 1.973, data_time: 0.439, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8414, loss_cls: 1.4612, loss: 1.4612, grad_norm: 7.0652 2020-08-02 18:33:56,641 - mmaction - INFO - Epoch [54][160/3757] lr: 1.000e-03, eta: 3 days, 23:21:59, time: 1.914, data_time: 0.010, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8406, loss_cls: 1.4745, loss: 1.4745, grad_norm: 6.9220 2020-08-02 18:34:34,490 - mmaction - INFO - Epoch [54][180/3757] lr: 1.000e-03, eta: 3 days, 23:21:16, time: 1.901, data_time: 0.026, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8555, loss_cls: 1.4012, loss: 1.4012, grad_norm: 7.0189 2020-08-02 18:35:16,563 - mmaction - INFO - Epoch [54][200/3757] lr: 1.000e-03, eta: 3 days, 23:20:52, time: 2.098, data_time: 0.922, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8375, loss_cls: 1.4305, loss: 1.4305, grad_norm: 6.9337 2020-08-02 18:35:55,322 - mmaction - INFO - Epoch [54][220/3757] lr: 1.000e-03, eta: 3 days, 23:20:12, time: 1.939, data_time: 0.819, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8391, loss_cls: 1.4771, loss: 1.4771, grad_norm: 7.1781 2020-08-02 18:36:35,277 - mmaction - INFO - Epoch [54][240/3757] lr: 1.000e-03, eta: 3 days, 23:19:38, time: 2.000, data_time: 1.017, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8688, loss_cls: 1.2999, loss: 1.2999, grad_norm: 6.5120 2020-08-02 18:37:10,290 - mmaction - INFO - Epoch [54][260/3757] lr: 1.000e-03, eta: 3 days, 23:18:41, time: 1.753, data_time: 0.264, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8430, loss_cls: 1.3966, loss: 1.3966, grad_norm: 6.5215 2020-08-02 18:37:47,661 - mmaction - INFO - Epoch [54][280/3757] lr: 1.000e-03, eta: 3 days, 23:17:55, time: 1.868, data_time: 0.100, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3877, loss: 1.3877, grad_norm: 6.9868 2020-08-02 18:38:27,132 - mmaction - INFO - Epoch [54][300/3757] lr: 1.000e-03, eta: 3 days, 23:17:19, time: 1.974, data_time: 0.005, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.4233, loss: 1.4233, grad_norm: 6.6843 2020-08-02 18:39:09,405 - mmaction - INFO - Epoch [54][320/3757] lr: 1.000e-03, eta: 3 days, 23:16:55, time: 2.109, data_time: 0.010, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8438, loss_cls: 1.4829, loss: 1.4829, grad_norm: 7.3858 2020-08-02 18:39:49,841 - mmaction - INFO - Epoch [54][340/3757] lr: 1.000e-03, eta: 3 days, 23:16:23, time: 2.028, data_time: 0.010, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8461, loss_cls: 1.4356, loss: 1.4356, grad_norm: 6.9125 2020-08-02 18:40:28,386 - mmaction - INFO - Epoch [54][360/3757] lr: 1.000e-03, eta: 3 days, 23:15:42, time: 1.918, data_time: 0.008, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.4160, loss: 1.4160, grad_norm: 6.7431 2020-08-02 18:41:10,264 - mmaction - INFO - Epoch [54][380/3757] lr: 1.000e-03, eta: 3 days, 23:15:18, time: 2.103, data_time: 0.012, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8438, loss_cls: 1.4405, loss: 1.4405, grad_norm: 6.9190 2020-08-02 18:41:45,400 - mmaction - INFO - Epoch [54][400/3757] lr: 1.000e-03, eta: 3 days, 23:14:21, time: 1.757, data_time: 0.093, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8555, loss_cls: 1.3994, loss: 1.3994, grad_norm: 6.9504 2020-08-02 18:42:24,635 - mmaction - INFO - Epoch [54][420/3757] lr: 1.000e-03, eta: 3 days, 23:13:43, time: 1.959, data_time: 0.022, memory: 5166, top1_acc: 0.6273, top5_acc: 0.8227, loss_cls: 1.5738, loss: 1.5738, grad_norm: 7.1713 2020-08-02 18:43:04,247 - mmaction - INFO - Epoch [54][440/3757] lr: 1.000e-03, eta: 3 days, 23:13:08, time: 1.982, data_time: 0.655, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8555, loss_cls: 1.4352, loss: 1.4352, grad_norm: 6.8806 2020-08-02 18:43:43,165 - mmaction - INFO - Epoch [54][460/3757] lr: 1.000e-03, eta: 3 days, 23:12:28, time: 1.942, data_time: 0.082, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8453, loss_cls: 1.4050, loss: 1.4050, grad_norm: 7.0570 2020-08-02 18:44:25,686 - mmaction - INFO - Epoch [54][480/3757] lr: 1.000e-03, eta: 3 days, 23:12:07, time: 2.131, data_time: 0.011, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8492, loss_cls: 1.4565, loss: 1.4565, grad_norm: 6.8948 2020-08-02 18:45:03,177 - mmaction - INFO - Epoch [54][500/3757] lr: 1.000e-03, eta: 3 days, 23:11:21, time: 1.875, data_time: 0.063, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.4130, loss: 1.4130, grad_norm: 6.9950 2020-08-02 18:45:43,635 - mmaction - INFO - Epoch [54][520/3757] lr: 1.000e-03, eta: 3 days, 23:10:49, time: 2.024, data_time: 0.004, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8531, loss_cls: 1.4023, loss: 1.4023, grad_norm: 6.8201 2020-08-02 18:46:20,077 - mmaction - INFO - Epoch [54][540/3757] lr: 1.000e-03, eta: 3 days, 23:09:58, time: 1.815, data_time: 0.300, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.3673, loss: 1.3673, grad_norm: 7.0882 2020-08-02 18:47:00,109 - mmaction - INFO - Epoch [54][560/3757] lr: 1.000e-03, eta: 3 days, 23:09:25, time: 2.005, data_time: 0.111, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8492, loss_cls: 1.4017, loss: 1.4017, grad_norm: 6.6949 2020-08-02 18:47:39,028 - mmaction - INFO - Epoch [54][580/3757] lr: 1.000e-03, eta: 3 days, 23:08:46, time: 1.949, data_time: 0.018, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8461, loss_cls: 1.4445, loss: 1.4445, grad_norm: 7.0886 2020-08-02 18:48:16,094 - mmaction - INFO - Epoch [54][600/3757] lr: 1.000e-03, eta: 3 days, 23:07:58, time: 1.850, data_time: 0.009, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4155, loss: 1.4155, grad_norm: 7.0890 2020-08-02 18:48:53,927 - mmaction - INFO - Epoch [54][620/3757] lr: 1.000e-03, eta: 3 days, 23:07:14, time: 1.891, data_time: 0.012, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8227, loss_cls: 1.5209, loss: 1.5209, grad_norm: 6.9571 2020-08-02 18:49:33,372 - mmaction - INFO - Epoch [54][640/3757] lr: 1.000e-03, eta: 3 days, 23:06:38, time: 1.974, data_time: 0.011, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8383, loss_cls: 1.4838, loss: 1.4838, grad_norm: 6.9788 2020-08-02 18:50:13,120 - mmaction - INFO - Epoch [54][660/3757] lr: 1.000e-03, eta: 3 days, 23:06:02, time: 1.978, data_time: 0.010, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8328, loss_cls: 1.4804, loss: 1.4804, grad_norm: 7.0976 2020-08-02 18:50:55,531 - mmaction - INFO - Epoch [54][680/3757] lr: 1.000e-03, eta: 3 days, 23:05:40, time: 2.131, data_time: 0.014, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4457, loss: 1.4457, grad_norm: 6.8283 2020-08-02 18:51:32,544 - mmaction - INFO - Epoch [54][700/3757] lr: 1.000e-03, eta: 3 days, 23:04:52, time: 1.844, data_time: 0.007, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.3855, loss: 1.3855, grad_norm: 6.6204 2020-08-02 18:52:11,975 - mmaction - INFO - Epoch [54][720/3757] lr: 1.000e-03, eta: 3 days, 23:04:16, time: 1.978, data_time: 0.009, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8320, loss_cls: 1.5237, loss: 1.5237, grad_norm: 7.1367 2020-08-02 18:52:53,371 - mmaction - INFO - Epoch [54][740/3757] lr: 1.000e-03, eta: 3 days, 23:03:48, time: 2.068, data_time: 0.003, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8469, loss_cls: 1.4375, loss: 1.4375, grad_norm: 7.0665 2020-08-02 18:53:31,367 - mmaction - INFO - Epoch [54][760/3757] lr: 1.000e-03, eta: 3 days, 23:03:05, time: 1.901, data_time: 0.005, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8484, loss_cls: 1.4736, loss: 1.4736, grad_norm: 7.0470 2020-08-02 18:54:11,354 - mmaction - INFO - Epoch [54][780/3757] lr: 1.000e-03, eta: 3 days, 23:02:31, time: 1.999, data_time: 0.003, memory: 5166, top1_acc: 0.6250, top5_acc: 0.8289, loss_cls: 1.4922, loss: 1.4922, grad_norm: 7.0423 2020-08-02 18:54:50,865 - mmaction - INFO - Epoch [54][800/3757] lr: 1.000e-03, eta: 3 days, 23:01:54, time: 1.972, data_time: 0.009, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8656, loss_cls: 1.3485, loss: 1.3485, grad_norm: 6.7522 2020-08-02 18:55:27,466 - mmaction - INFO - Epoch [54][820/3757] lr: 1.000e-03, eta: 3 days, 23:01:05, time: 1.828, data_time: 0.009, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8438, loss_cls: 1.3708, loss: 1.3708, grad_norm: 6.6624 2020-08-02 18:56:07,635 - mmaction - INFO - Epoch [54][840/3757] lr: 1.000e-03, eta: 3 days, 23:00:32, time: 2.014, data_time: 0.009, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.3789, loss: 1.3789, grad_norm: 6.7168 2020-08-02 18:56:46,460 - mmaction - INFO - Epoch [54][860/3757] lr: 1.000e-03, eta: 3 days, 22:59:52, time: 1.938, data_time: 0.007, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3691, loss: 1.3691, grad_norm: 6.7455 2020-08-02 18:57:24,456 - mmaction - INFO - Epoch [54][880/3757] lr: 1.000e-03, eta: 3 days, 22:59:09, time: 1.902, data_time: 0.023, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8305, loss_cls: 1.4711, loss: 1.4711, grad_norm: 6.9111 2020-08-02 18:58:04,091 - mmaction - INFO - Epoch [54][900/3757] lr: 1.000e-03, eta: 3 days, 22:58:34, time: 1.982, data_time: 0.007, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.5110, loss: 1.5110, grad_norm: 6.9921 2020-08-02 18:58:43,821 - mmaction - INFO - Epoch [54][920/3757] lr: 1.000e-03, eta: 3 days, 22:57:58, time: 1.986, data_time: 0.004, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8656, loss_cls: 1.4075, loss: 1.4075, grad_norm: 6.8972 2020-08-02 18:59:23,108 - mmaction - INFO - Epoch [54][940/3757] lr: 1.000e-03, eta: 3 days, 22:57:21, time: 1.959, data_time: 0.009, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8531, loss_cls: 1.4599, loss: 1.4599, grad_norm: 6.7090 2020-08-02 19:00:01,066 - mmaction - INFO - Epoch [54][960/3757] lr: 1.000e-03, eta: 3 days, 22:56:38, time: 1.903, data_time: 0.035, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8516, loss_cls: 1.4185, loss: 1.4185, grad_norm: 7.0293 2020-08-02 19:00:41,861 - mmaction - INFO - Epoch [54][980/3757] lr: 1.000e-03, eta: 3 days, 22:56:06, time: 2.030, data_time: 0.085, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8625, loss_cls: 1.4174, loss: 1.4174, grad_norm: 7.1222 2020-08-02 19:01:22,267 - mmaction - INFO - Epoch [54][1000/3757] lr: 1.000e-03, eta: 3 days, 22:55:35, time: 2.032, data_time: 0.022, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8453, loss_cls: 1.4096, loss: 1.4096, grad_norm: 6.8566 2020-08-02 19:02:00,209 - mmaction - INFO - Epoch [54][1020/3757] lr: 1.000e-03, eta: 3 days, 22:54:52, time: 1.897, data_time: 0.049, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8633, loss_cls: 1.3410, loss: 1.3410, grad_norm: 6.9353 2020-08-02 19:02:43,129 - mmaction - INFO - Epoch [54][1040/3757] lr: 1.000e-03, eta: 3 days, 22:54:31, time: 2.140, data_time: 0.038, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4233, loss: 1.4233, grad_norm: 6.8617 2020-08-02 19:03:18,975 - mmaction - INFO - Epoch [54][1060/3757] lr: 1.000e-03, eta: 3 days, 22:53:38, time: 1.799, data_time: 0.009, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3776, loss: 1.3776, grad_norm: 6.7909 2020-08-02 19:04:00,662 - mmaction - INFO - Epoch [54][1080/3757] lr: 1.000e-03, eta: 3 days, 22:53:11, time: 2.079, data_time: 0.007, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8430, loss_cls: 1.4429, loss: 1.4429, grad_norm: 7.1174 2020-08-02 19:04:39,411 - mmaction - INFO - Epoch [54][1100/3757] lr: 1.000e-03, eta: 3 days, 22:52:32, time: 1.940, data_time: 0.009, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4470, loss: 1.4470, grad_norm: 7.1021 2020-08-02 19:05:15,536 - mmaction - INFO - Epoch [54][1120/3757] lr: 1.000e-03, eta: 3 days, 22:51:40, time: 1.804, data_time: 0.011, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8398, loss_cls: 1.4219, loss: 1.4219, grad_norm: 6.9532 2020-08-02 19:05:57,269 - mmaction - INFO - Epoch [54][1140/3757] lr: 1.000e-03, eta: 3 days, 22:51:14, time: 2.091, data_time: 0.011, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8594, loss_cls: 1.4096, loss: 1.4096, grad_norm: 6.8969 2020-08-02 19:06:31,006 - mmaction - INFO - Epoch [54][1160/3757] lr: 1.000e-03, eta: 3 days, 22:50:12, time: 1.688, data_time: 0.013, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8648, loss_cls: 1.3394, loss: 1.3394, grad_norm: 6.7517 2020-08-02 19:07:09,783 - mmaction - INFO - Epoch [54][1180/3757] lr: 1.000e-03, eta: 3 days, 22:49:31, time: 1.929, data_time: 0.122, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8352, loss_cls: 1.4135, loss: 1.4135, grad_norm: 6.7985 2020-08-02 19:07:50,278 - mmaction - INFO - Epoch [54][1200/3757] lr: 1.000e-03, eta: 3 days, 22:49:00, time: 2.032, data_time: 0.332, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8500, loss_cls: 1.4227, loss: 1.4227, grad_norm: 6.7186 2020-08-02 19:08:28,711 - mmaction - INFO - Epoch [54][1220/3757] lr: 1.000e-03, eta: 3 days, 22:48:19, time: 1.917, data_time: 0.830, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8516, loss_cls: 1.4107, loss: 1.4107, grad_norm: 6.7180 2020-08-02 19:09:08,991 - mmaction - INFO - Epoch [54][1240/3757] lr: 1.000e-03, eta: 3 days, 22:47:46, time: 2.021, data_time: 0.230, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3990, loss: 1.3990, grad_norm: 6.8587 2020-08-02 19:09:43,944 - mmaction - INFO - Epoch [54][1260/3757] lr: 1.000e-03, eta: 3 days, 22:46:49, time: 1.739, data_time: 0.513, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8414, loss_cls: 1.3819, loss: 1.3819, grad_norm: 6.8507 2020-08-02 19:10:25,249 - mmaction - INFO - Epoch [54][1280/3757] lr: 1.000e-03, eta: 3 days, 22:46:21, time: 2.067, data_time: 0.288, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8445, loss_cls: 1.4260, loss: 1.4260, grad_norm: 6.9386 2020-08-02 19:11:03,415 - mmaction - INFO - Epoch [54][1300/3757] lr: 1.000e-03, eta: 3 days, 22:45:39, time: 1.916, data_time: 0.010, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8586, loss_cls: 1.3926, loss: 1.3926, grad_norm: 6.7420 2020-08-02 19:11:41,214 - mmaction - INFO - Epoch [54][1320/3757] lr: 1.000e-03, eta: 3 days, 22:44:54, time: 1.882, data_time: 0.007, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2907, loss: 1.2907, grad_norm: 6.8061 2020-08-02 19:12:24,124 - mmaction - INFO - Epoch [54][1340/3757] lr: 1.000e-03, eta: 3 days, 22:44:33, time: 2.144, data_time: 0.072, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8508, loss_cls: 1.4270, loss: 1.4270, grad_norm: 6.8726 2020-08-02 19:13:01,580 - mmaction - INFO - Epoch [54][1360/3757] lr: 1.000e-03, eta: 3 days, 22:43:48, time: 1.877, data_time: 0.444, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8469, loss_cls: 1.4158, loss: 1.4158, grad_norm: 6.8553 2020-08-02 19:13:41,924 - mmaction - INFO - Epoch [54][1380/3757] lr: 1.000e-03, eta: 3 days, 22:43:15, time: 2.014, data_time: 0.850, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.4413, loss: 1.4413, grad_norm: 7.0424 2020-08-02 19:14:22,452 - mmaction - INFO - Epoch [54][1400/3757] lr: 1.000e-03, eta: 3 days, 22:42:44, time: 2.032, data_time: 0.564, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8688, loss_cls: 1.3498, loss: 1.3498, grad_norm: 6.7711 2020-08-02 19:14:59,880 - mmaction - INFO - Epoch [54][1420/3757] lr: 1.000e-03, eta: 3 days, 22:41:58, time: 1.872, data_time: 0.056, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8383, loss_cls: 1.4177, loss: 1.4177, grad_norm: 6.8349 2020-08-02 19:15:41,438 - mmaction - INFO - Epoch [54][1440/3757] lr: 1.000e-03, eta: 3 days, 22:41:31, time: 2.077, data_time: 0.004, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5236, loss: 1.5236, grad_norm: 7.0922 2020-08-02 19:16:17,317 - mmaction - INFO - Epoch [54][1460/3757] lr: 1.000e-03, eta: 3 days, 22:40:38, time: 1.788, data_time: 0.009, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.3968, loss: 1.3968, grad_norm: 6.9882 2020-08-02 19:16:56,975 - mmaction - INFO - Epoch [54][1480/3757] lr: 1.000e-03, eta: 3 days, 22:40:03, time: 1.990, data_time: 0.010, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4016, loss: 1.4016, grad_norm: 6.7731 2020-08-02 19:17:37,067 - mmaction - INFO - Epoch [54][1500/3757] lr: 1.000e-03, eta: 3 days, 22:39:29, time: 1.997, data_time: 0.008, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8375, loss_cls: 1.4976, loss: 1.4976, grad_norm: 7.1258 2020-08-02 19:18:14,280 - mmaction - INFO - Epoch [54][1520/3757] lr: 1.000e-03, eta: 3 days, 22:38:43, time: 1.868, data_time: 0.186, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8352, loss_cls: 1.5325, loss: 1.5325, grad_norm: 7.1429 2020-08-02 19:18:52,787 - mmaction - INFO - Epoch [54][1540/3757] lr: 1.000e-03, eta: 3 days, 22:38:02, time: 1.923, data_time: 0.007, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8750, loss_cls: 1.2947, loss: 1.2947, grad_norm: 6.9875 2020-08-02 19:19:33,419 - mmaction - INFO - Epoch [54][1560/3757] lr: 1.000e-03, eta: 3 days, 22:37:31, time: 2.033, data_time: 0.005, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8555, loss_cls: 1.4027, loss: 1.4027, grad_norm: 6.7889 2020-08-02 19:20:12,103 - mmaction - INFO - Epoch [54][1580/3757] lr: 1.000e-03, eta: 3 days, 22:36:51, time: 1.934, data_time: 0.077, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8422, loss_cls: 1.4557, loss: 1.4557, grad_norm: 6.7669 2020-08-02 19:20:49,899 - mmaction - INFO - Epoch [54][1600/3757] lr: 1.000e-03, eta: 3 days, 22:36:07, time: 1.891, data_time: 0.081, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.4494, loss: 1.4494, grad_norm: 6.9329 2020-08-02 19:21:30,996 - mmaction - INFO - Epoch [54][1620/3757] lr: 1.000e-03, eta: 3 days, 22:35:38, time: 2.055, data_time: 0.079, memory: 5166, top1_acc: 0.6219, top5_acc: 0.8344, loss_cls: 1.5176, loss: 1.5176, grad_norm: 7.0544 2020-08-02 19:22:09,113 - mmaction - INFO - Epoch [54][1640/3757] lr: 1.000e-03, eta: 3 days, 22:34:55, time: 1.904, data_time: 0.066, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8336, loss_cls: 1.4849, loss: 1.4849, grad_norm: 6.8597 2020-08-02 19:22:44,399 - mmaction - INFO - Epoch [54][1660/3757] lr: 1.000e-03, eta: 3 days, 22:34:00, time: 1.765, data_time: 0.004, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8531, loss_cls: 1.4231, loss: 1.4231, grad_norm: 7.0282 2020-08-02 19:23:26,558 - mmaction - INFO - Epoch [54][1680/3757] lr: 1.000e-03, eta: 3 days, 22:33:35, time: 2.104, data_time: 0.003, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8578, loss_cls: 1.4096, loss: 1.4096, grad_norm: 6.7366 2020-08-02 19:24:03,368 - mmaction - INFO - Epoch [54][1700/3757] lr: 1.000e-03, eta: 3 days, 22:32:47, time: 1.843, data_time: 0.015, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.4990, loss: 1.4990, grad_norm: 6.8628 2020-08-02 19:24:41,893 - mmaction - INFO - Epoch [54][1720/3757] lr: 1.000e-03, eta: 3 days, 22:32:06, time: 1.924, data_time: 0.020, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8617, loss_cls: 1.3533, loss: 1.3533, grad_norm: 6.7995 2020-08-02 19:25:20,853 - mmaction - INFO - Epoch [54][1740/3757] lr: 1.000e-03, eta: 3 days, 22:31:27, time: 1.944, data_time: 0.266, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8359, loss_cls: 1.5532, loss: 1.5532, grad_norm: 7.1621 2020-08-02 19:26:02,031 - mmaction - INFO - Epoch [54][1760/3757] lr: 1.000e-03, eta: 3 days, 22:30:59, time: 2.068, data_time: 0.167, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8289, loss_cls: 1.4711, loss: 1.4711, grad_norm: 6.8836 2020-08-02 19:26:42,434 - mmaction - INFO - Epoch [54][1780/3757] lr: 1.000e-03, eta: 3 days, 22:30:25, time: 2.010, data_time: 0.112, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8359, loss_cls: 1.4436, loss: 1.4436, grad_norm: 6.6152 2020-08-02 19:27:21,198 - mmaction - INFO - Epoch [54][1800/3757] lr: 1.000e-03, eta: 3 days, 22:29:47, time: 1.948, data_time: 0.077, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8562, loss_cls: 1.4231, loss: 1.4231, grad_norm: 6.8205 2020-08-02 19:27:56,500 - mmaction - INFO - Epoch [54][1820/3757] lr: 1.000e-03, eta: 3 days, 22:28:51, time: 1.757, data_time: 0.061, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.4917, loss: 1.4917, grad_norm: 7.0262 2020-08-02 19:28:37,951 - mmaction - INFO - Epoch [54][1840/3757] lr: 1.000e-03, eta: 3 days, 22:28:24, time: 2.079, data_time: 0.011, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.5088, loss: 1.5088, grad_norm: 7.0592 2020-08-02 19:29:17,529 - mmaction - INFO - Epoch [54][1860/3757] lr: 1.000e-03, eta: 3 days, 22:27:47, time: 1.972, data_time: 0.009, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8383, loss_cls: 1.4842, loss: 1.4842, grad_norm: 7.0192 2020-08-02 19:29:59,509 - mmaction - INFO - Epoch [54][1880/3757] lr: 1.000e-03, eta: 3 days, 22:27:22, time: 2.107, data_time: 0.011, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8500, loss_cls: 1.4323, loss: 1.4323, grad_norm: 6.9243 2020-08-02 19:30:38,636 - mmaction - INFO - Epoch [54][1900/3757] lr: 1.000e-03, eta: 3 days, 22:26:44, time: 1.950, data_time: 0.007, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8289, loss_cls: 1.5289, loss: 1.5289, grad_norm: 7.0900 2020-08-02 19:31:18,127 - mmaction - INFO - Epoch [54][1920/3757] lr: 1.000e-03, eta: 3 days, 22:26:08, time: 1.980, data_time: 0.813, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8508, loss_cls: 1.4274, loss: 1.4274, grad_norm: 6.9913 2020-08-02 19:31:54,436 - mmaction - INFO - Epoch [54][1940/3757] lr: 1.000e-03, eta: 3 days, 22:25:17, time: 1.811, data_time: 0.525, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8320, loss_cls: 1.4649, loss: 1.4649, grad_norm: 7.0290 2020-08-02 19:32:35,582 - mmaction - INFO - Epoch [54][1960/3757] lr: 1.000e-03, eta: 3 days, 22:24:48, time: 2.061, data_time: 0.326, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8523, loss_cls: 1.3586, loss: 1.3586, grad_norm: 6.6883 2020-08-02 19:33:16,607 - mmaction - INFO - Epoch [54][1980/3757] lr: 1.000e-03, eta: 3 days, 22:24:18, time: 2.051, data_time: 0.020, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8531, loss_cls: 1.4459, loss: 1.4459, grad_norm: 6.8595 2020-08-02 19:33:55,472 - mmaction - INFO - Epoch [54][2000/3757] lr: 1.000e-03, eta: 3 days, 22:23:39, time: 1.942, data_time: 0.011, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3639, loss: 1.3639, grad_norm: 6.6786 2020-08-02 19:34:33,993 - mmaction - INFO - Epoch [54][2020/3757] lr: 1.000e-03, eta: 3 days, 22:22:58, time: 1.929, data_time: 0.010, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8398, loss_cls: 1.4702, loss: 1.4702, grad_norm: 6.9943 2020-08-02 19:35:11,537 - mmaction - INFO - Epoch [54][2040/3757] lr: 1.000e-03, eta: 3 days, 22:22:13, time: 1.873, data_time: 0.012, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.4094, loss: 1.4094, grad_norm: 6.7631 2020-08-02 19:35:47,771 - mmaction - INFO - Epoch [54][2060/3757] lr: 1.000e-03, eta: 3 days, 22:21:22, time: 1.814, data_time: 0.014, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8328, loss_cls: 1.4924, loss: 1.4924, grad_norm: 6.9325 2020-08-02 19:36:27,616 - mmaction - INFO - Epoch [54][2080/3757] lr: 1.000e-03, eta: 3 days, 22:20:47, time: 1.987, data_time: 0.159, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8430, loss_cls: 1.4470, loss: 1.4470, grad_norm: 7.1323 2020-08-02 19:37:09,202 - mmaction - INFO - Epoch [54][2100/3757] lr: 1.000e-03, eta: 3 days, 22:20:21, time: 2.087, data_time: 0.060, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8578, loss_cls: 1.3612, loss: 1.3612, grad_norm: 6.7465 2020-08-02 19:37:48,108 - mmaction - INFO - Epoch [54][2120/3757] lr: 1.000e-03, eta: 3 days, 22:19:41, time: 1.941, data_time: 0.006, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.3207, loss: 1.3207, grad_norm: 6.7472 2020-08-02 19:38:25,628 - mmaction - INFO - Epoch [54][2140/3757] lr: 1.000e-03, eta: 3 days, 22:18:56, time: 1.878, data_time: 0.009, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8609, loss_cls: 1.4073, loss: 1.4073, grad_norm: 6.8913 2020-08-02 19:39:04,021 - mmaction - INFO - Epoch [54][2160/3757] lr: 1.000e-03, eta: 3 days, 22:18:14, time: 1.915, data_time: 0.009, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4634, loss: 1.4634, grad_norm: 7.1547 2020-08-02 19:39:45,342 - mmaction - INFO - Epoch [54][2180/3757] lr: 1.000e-03, eta: 3 days, 22:17:46, time: 2.068, data_time: 0.010, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.5767, loss: 1.5767, grad_norm: 7.0888 2020-08-02 19:40:20,208 - mmaction - INFO - Epoch [54][2200/3757] lr: 1.000e-03, eta: 3 days, 22:16:50, time: 1.746, data_time: 0.090, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8406, loss_cls: 1.5089, loss: 1.5089, grad_norm: 7.0237 2020-08-02 19:40:57,158 - mmaction - INFO - Epoch [54][2220/3757] lr: 1.000e-03, eta: 3 days, 22:16:02, time: 1.850, data_time: 0.007, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.3377, loss: 1.3377, grad_norm: 6.7828 2020-08-02 19:41:37,208 - mmaction - INFO - Epoch [54][2240/3757] lr: 1.000e-03, eta: 3 days, 22:15:28, time: 1.996, data_time: 0.079, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8578, loss_cls: 1.4283, loss: 1.4283, grad_norm: 6.9624 2020-08-02 19:42:17,547 - mmaction - INFO - Epoch [54][2260/3757] lr: 1.000e-03, eta: 3 days, 22:14:55, time: 2.016, data_time: 0.110, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8492, loss_cls: 1.3731, loss: 1.3731, grad_norm: 6.8188 2020-08-02 19:42:57,924 - mmaction - INFO - Epoch [54][2280/3757] lr: 1.000e-03, eta: 3 days, 22:14:23, time: 2.023, data_time: 0.191, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8664, loss_cls: 1.3469, loss: 1.3469, grad_norm: 6.9306 2020-08-02 19:43:33,400 - mmaction - INFO - Epoch [54][2300/3757] lr: 1.000e-03, eta: 3 days, 22:13:29, time: 1.777, data_time: 0.347, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8516, loss_cls: 1.4052, loss: 1.4052, grad_norm: 6.8810 2020-08-02 19:44:13,310 - mmaction - INFO - Epoch [54][2320/3757] lr: 1.000e-03, eta: 3 days, 22:12:54, time: 1.996, data_time: 0.210, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8617, loss_cls: 1.4055, loss: 1.4055, grad_norm: 6.8385 2020-08-02 19:44:52,923 - mmaction - INFO - Epoch [54][2340/3757] lr: 1.000e-03, eta: 3 days, 22:12:18, time: 1.981, data_time: 0.008, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.4991, loss: 1.4991, grad_norm: 7.0337 2020-08-02 19:45:29,519 - mmaction - INFO - Epoch [54][2360/3757] lr: 1.000e-03, eta: 3 days, 22:11:29, time: 1.827, data_time: 0.002, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8336, loss_cls: 1.5212, loss: 1.5212, grad_norm: 6.8636 2020-08-02 19:46:12,921 - mmaction - INFO - Epoch [54][2380/3757] lr: 1.000e-03, eta: 3 days, 22:11:10, time: 2.171, data_time: 0.010, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8727, loss_cls: 1.3454, loss: 1.3454, grad_norm: 6.6908 2020-08-02 19:46:50,314 - mmaction - INFO - Epoch [54][2400/3757] lr: 1.000e-03, eta: 3 days, 22:10:24, time: 1.869, data_time: 0.004, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8672, loss_cls: 1.3550, loss: 1.3550, grad_norm: 6.7226 2020-08-02 19:47:23,953 - mmaction - INFO - Epoch [54][2420/3757] lr: 1.000e-03, eta: 3 days, 22:09:22, time: 1.676, data_time: 0.011, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8656, loss_cls: 1.3364, loss: 1.3364, grad_norm: 6.7002 2020-08-02 19:48:02,183 - mmaction - INFO - Epoch [54][2440/3757] lr: 1.000e-03, eta: 3 days, 22:08:40, time: 1.919, data_time: 0.165, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8477, loss_cls: 1.4133, loss: 1.4133, grad_norm: 6.9391 2020-08-02 19:48:44,220 - mmaction - INFO - Epoch [54][2460/3757] lr: 1.000e-03, eta: 3 days, 22:08:14, time: 2.097, data_time: 0.177, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8492, loss_cls: 1.4846, loss: 1.4846, grad_norm: 6.9754 2020-08-02 19:49:24,136 - mmaction - INFO - Epoch [54][2480/3757] lr: 1.000e-03, eta: 3 days, 22:07:40, time: 1.996, data_time: 1.018, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8625, loss_cls: 1.3420, loss: 1.3420, grad_norm: 6.7516 2020-08-02 19:50:01,266 - mmaction - INFO - Epoch [54][2500/3757] lr: 1.000e-03, eta: 3 days, 22:06:53, time: 1.859, data_time: 0.372, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8578, loss_cls: 1.3868, loss: 1.3868, grad_norm: 6.9629 2020-08-02 19:50:40,929 - mmaction - INFO - Epoch [54][2520/3757] lr: 1.000e-03, eta: 3 days, 22:06:17, time: 1.981, data_time: 0.009, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8430, loss_cls: 1.4005, loss: 1.4005, grad_norm: 6.9228 2020-08-02 19:51:18,994 - mmaction - INFO - Epoch [54][2540/3757] lr: 1.000e-03, eta: 3 days, 22:05:35, time: 1.904, data_time: 0.006, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8492, loss_cls: 1.4353, loss: 1.4353, grad_norm: 6.9297 2020-08-02 19:51:57,956 - mmaction - INFO - Epoch [54][2560/3757] lr: 1.000e-03, eta: 3 days, 22:04:56, time: 1.949, data_time: 0.023, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.3946, loss: 1.3946, grad_norm: 7.1358 2020-08-02 19:52:34,026 - mmaction - INFO - Epoch [54][2580/3757] lr: 1.000e-03, eta: 3 days, 22:04:05, time: 1.801, data_time: 0.017, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8469, loss_cls: 1.5027, loss: 1.5027, grad_norm: 7.2469 2020-08-02 19:53:17,811 - mmaction - INFO - Epoch [54][2600/3757] lr: 1.000e-03, eta: 3 days, 22:03:47, time: 2.194, data_time: 0.020, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.4044, loss: 1.4044, grad_norm: 6.9992 2020-08-02 19:53:55,276 - mmaction - INFO - Epoch [54][2620/3757] lr: 1.000e-03, eta: 3 days, 22:03:02, time: 1.873, data_time: 0.016, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8500, loss_cls: 1.4703, loss: 1.4703, grad_norm: 6.9100 2020-08-02 19:54:33,841 - mmaction - INFO - Epoch [54][2640/3757] lr: 1.000e-03, eta: 3 days, 22:02:21, time: 1.926, data_time: 0.471, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8570, loss_cls: 1.4497, loss: 1.4497, grad_norm: 7.1418 2020-08-02 19:55:12,537 - mmaction - INFO - Epoch [54][2660/3757] lr: 1.000e-03, eta: 3 days, 22:01:41, time: 1.932, data_time: 0.802, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3606, loss: 1.3606, grad_norm: 6.7257 2020-08-02 19:55:53,427 - mmaction - INFO - Epoch [54][2680/3757] lr: 1.000e-03, eta: 3 days, 22:01:11, time: 2.049, data_time: 0.614, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8508, loss_cls: 1.4825, loss: 1.4825, grad_norm: 7.2538 2020-08-02 19:56:31,537 - mmaction - INFO - Epoch [54][2700/3757] lr: 1.000e-03, eta: 3 days, 22:00:28, time: 1.899, data_time: 0.008, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8422, loss_cls: 1.4535, loss: 1.4535, grad_norm: 7.0956 2020-08-02 19:57:12,938 - mmaction - INFO - Epoch [54][2720/3757] lr: 1.000e-03, eta: 3 days, 22:00:00, time: 2.077, data_time: 0.010, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8609, loss_cls: 1.4212, loss: 1.4212, grad_norm: 7.0382 2020-08-02 19:57:49,344 - mmaction - INFO - Epoch [54][2740/3757] lr: 1.000e-03, eta: 3 days, 21:59:10, time: 1.812, data_time: 0.008, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8492, loss_cls: 1.4488, loss: 1.4488, grad_norm: 7.1649 2020-08-02 19:58:27,151 - mmaction - INFO - Epoch [54][2760/3757] lr: 1.000e-03, eta: 3 days, 21:58:27, time: 1.897, data_time: 0.012, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8359, loss_cls: 1.4711, loss: 1.4711, grad_norm: 7.1105 2020-08-02 19:59:08,419 - mmaction - INFO - Epoch [54][2780/3757] lr: 1.000e-03, eta: 3 days, 21:57:57, time: 2.058, data_time: 0.009, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4284, loss: 1.4284, grad_norm: 6.8963 2020-08-02 19:59:48,976 - mmaction - INFO - Epoch [54][2800/3757] lr: 1.000e-03, eta: 3 days, 21:57:26, time: 2.035, data_time: 0.023, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3713, loss: 1.3713, grad_norm: 6.9944 2020-08-02 20:00:26,546 - mmaction - INFO - Epoch [54][2820/3757] lr: 1.000e-03, eta: 3 days, 21:56:40, time: 1.864, data_time: 0.008, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8656, loss_cls: 1.3910, loss: 1.3910, grad_norm: 6.9100 2020-08-02 20:01:08,681 - mmaction - INFO - Epoch [54][2840/3757] lr: 1.000e-03, eta: 3 days, 21:56:16, time: 2.121, data_time: 0.486, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4444, loss: 1.4444, grad_norm: 6.8472 2020-08-02 20:01:49,009 - mmaction - INFO - Epoch [54][2860/3757] lr: 1.000e-03, eta: 3 days, 21:55:43, time: 2.010, data_time: 0.321, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8438, loss_cls: 1.4457, loss: 1.4457, grad_norm: 7.0432 2020-08-02 20:02:25,811 - mmaction - INFO - Epoch [54][2880/3757] lr: 1.000e-03, eta: 3 days, 21:54:55, time: 1.845, data_time: 0.333, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8453, loss_cls: 1.4874, loss: 1.4874, grad_norm: 7.1480 2020-08-02 20:03:07,645 - mmaction - INFO - Epoch [54][2900/3757] lr: 1.000e-03, eta: 3 days, 21:54:28, time: 2.085, data_time: 0.112, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4759, loss: 1.4759, grad_norm: 7.0875 2020-08-02 20:03:49,734 - mmaction - INFO - Epoch [54][2920/3757] lr: 1.000e-03, eta: 3 days, 21:54:03, time: 2.109, data_time: 1.033, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8438, loss_cls: 1.4621, loss: 1.4621, grad_norm: 7.1920 2020-08-02 20:04:26,581 - mmaction - INFO - Epoch [54][2940/3757] lr: 1.000e-03, eta: 3 days, 21:53:15, time: 1.846, data_time: 1.266, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8609, loss_cls: 1.3877, loss: 1.3877, grad_norm: 7.1420 2020-08-02 20:05:01,083 - mmaction - INFO - Epoch [54][2960/3757] lr: 1.000e-03, eta: 3 days, 21:52:17, time: 1.721, data_time: 0.915, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8477, loss_cls: 1.4288, loss: 1.4288, grad_norm: 7.0521 2020-08-02 20:05:40,856 - mmaction - INFO - Epoch [54][2980/3757] lr: 1.000e-03, eta: 3 days, 21:51:42, time: 1.993, data_time: 0.309, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8336, loss_cls: 1.5259, loss: 1.5259, grad_norm: 7.0883 2020-08-02 20:06:18,518 - mmaction - INFO - Epoch [54][3000/3757] lr: 1.000e-03, eta: 3 days, 21:50:57, time: 1.879, data_time: 0.010, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3625, loss: 1.3625, grad_norm: 6.7616 2020-08-02 20:06:56,576 - mmaction - INFO - Epoch [54][3020/3757] lr: 1.000e-03, eta: 3 days, 21:50:15, time: 1.908, data_time: 0.011, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.3987, loss: 1.3987, grad_norm: 6.7884 2020-08-02 20:07:35,669 - mmaction - INFO - Epoch [54][3040/3757] lr: 1.000e-03, eta: 3 days, 21:49:36, time: 1.948, data_time: 0.011, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8414, loss_cls: 1.4215, loss: 1.4215, grad_norm: 6.8956 2020-08-02 20:08:14,928 - mmaction - INFO - Epoch [54][3060/3757] lr: 1.000e-03, eta: 3 days, 21:48:59, time: 1.970, data_time: 0.017, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8508, loss_cls: 1.4365, loss: 1.4365, grad_norm: 6.9747 2020-08-02 20:08:54,845 - mmaction - INFO - Epoch [54][3080/3757] lr: 1.000e-03, eta: 3 days, 21:48:24, time: 1.991, data_time: 0.008, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4078, loss: 1.4078, grad_norm: 6.7776 2020-08-02 20:09:30,879 - mmaction - INFO - Epoch [54][3100/3757] lr: 1.000e-03, eta: 3 days, 21:47:33, time: 1.807, data_time: 0.007, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8625, loss_cls: 1.4243, loss: 1.4243, grad_norm: 6.9263 2020-08-02 20:10:13,190 - mmaction - INFO - Epoch [54][3120/3757] lr: 1.000e-03, eta: 3 days, 21:47:09, time: 2.113, data_time: 0.006, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8453, loss_cls: 1.4189, loss: 1.4189, grad_norm: 6.8508 2020-08-02 20:10:52,415 - mmaction - INFO - Epoch [54][3140/3757] lr: 1.000e-03, eta: 3 days, 21:46:31, time: 1.964, data_time: 0.007, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.4157, loss: 1.4157, grad_norm: 6.9129 2020-08-02 20:11:28,393 - mmaction - INFO - Epoch [54][3160/3757] lr: 1.000e-03, eta: 3 days, 21:45:39, time: 1.789, data_time: 0.008, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8500, loss_cls: 1.4761, loss: 1.4761, grad_norm: 7.2743 2020-08-02 20:12:06,389 - mmaction - INFO - Epoch [54][3180/3757] lr: 1.000e-03, eta: 3 days, 21:44:57, time: 1.908, data_time: 0.013, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3489, loss: 1.3489, grad_norm: 6.7568 2020-08-02 20:12:48,461 - mmaction - INFO - Epoch [54][3200/3757] lr: 1.000e-03, eta: 3 days, 21:44:31, time: 2.106, data_time: 0.009, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8727, loss_cls: 1.2706, loss: 1.2706, grad_norm: 6.5905 2020-08-02 20:13:25,069 - mmaction - INFO - Epoch [54][3220/3757] lr: 1.000e-03, eta: 3 days, 21:43:43, time: 1.830, data_time: 0.093, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8695, loss_cls: 1.3323, loss: 1.3323, grad_norm: 6.7675 2020-08-02 20:14:07,724 - mmaction - INFO - Epoch [54][3240/3757] lr: 1.000e-03, eta: 3 days, 21:43:19, time: 2.132, data_time: 0.201, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8438, loss_cls: 1.4448, loss: 1.4448, grad_norm: 6.8554 2020-08-02 20:14:43,920 - mmaction - INFO - Epoch [54][3260/3757] lr: 1.000e-03, eta: 3 days, 21:42:29, time: 1.810, data_time: 0.395, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8664, loss_cls: 1.3513, loss: 1.3513, grad_norm: 7.0099 2020-08-02 20:15:19,966 - mmaction - INFO - Epoch [54][3280/3757] lr: 1.000e-03, eta: 3 days, 21:41:37, time: 1.798, data_time: 0.059, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4510, loss: 1.4510, grad_norm: 7.0090 2020-08-02 20:16:01,393 - mmaction - INFO - Epoch [54][3300/3757] lr: 1.000e-03, eta: 3 days, 21:41:09, time: 2.075, data_time: 1.243, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8430, loss_cls: 1.4033, loss: 1.4033, grad_norm: 6.8001 2020-08-02 20:16:38,884 - mmaction - INFO - Epoch [54][3320/3757] lr: 1.000e-03, eta: 3 days, 21:40:24, time: 1.869, data_time: 1.287, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8383, loss_cls: 1.4978, loss: 1.4978, grad_norm: 7.1071 2020-08-02 20:17:17,865 - mmaction - INFO - Epoch [54][3340/3757] lr: 1.000e-03, eta: 3 days, 21:39:46, time: 1.955, data_time: 1.253, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.3231, loss: 1.3231, grad_norm: 6.7696 2020-08-02 20:17:58,172 - mmaction - INFO - Epoch [54][3360/3757] lr: 1.000e-03, eta: 3 days, 21:39:12, time: 2.015, data_time: 1.437, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8492, loss_cls: 1.4612, loss: 1.4612, grad_norm: 6.9689 2020-08-02 20:18:37,483 - mmaction - INFO - Epoch [54][3380/3757] lr: 1.000e-03, eta: 3 days, 21:38:35, time: 1.967, data_time: 1.386, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3793, loss: 1.3793, grad_norm: 6.7259 2020-08-02 20:19:17,291 - mmaction - INFO - Epoch [54][3400/3757] lr: 1.000e-03, eta: 3 days, 21:38:00, time: 1.985, data_time: 1.120, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8383, loss_cls: 1.4916, loss: 1.4916, grad_norm: 6.8964 2020-08-02 20:19:55,467 - mmaction - INFO - Epoch [54][3420/3757] lr: 1.000e-03, eta: 3 days, 21:37:18, time: 1.913, data_time: 0.745, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8344, loss_cls: 1.5263, loss: 1.5263, grad_norm: 7.1285 2020-08-02 20:20:35,016 - mmaction - INFO - Epoch [54][3440/3757] lr: 1.000e-03, eta: 3 days, 21:36:42, time: 1.977, data_time: 1.288, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8328, loss_cls: 1.4889, loss: 1.4889, grad_norm: 7.1409 2020-08-02 20:21:13,691 - mmaction - INFO - Epoch [54][3460/3757] lr: 1.000e-03, eta: 3 days, 21:36:01, time: 1.929, data_time: 0.995, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4324, loss: 1.4324, grad_norm: 6.8372 2020-08-02 20:21:49,783 - mmaction - INFO - Epoch [54][3480/3757] lr: 1.000e-03, eta: 3 days, 21:35:10, time: 1.806, data_time: 0.748, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8461, loss_cls: 1.4129, loss: 1.4129, grad_norm: 6.9206 2020-08-02 20:22:31,141 - mmaction - INFO - Epoch [54][3500/3757] lr: 1.000e-03, eta: 3 days, 21:34:41, time: 2.063, data_time: 0.190, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8469, loss_cls: 1.4935, loss: 1.4935, grad_norm: 7.0483 2020-08-02 20:23:09,461 - mmaction - INFO - Epoch [54][3520/3757] lr: 1.000e-03, eta: 3 days, 21:34:00, time: 1.923, data_time: 0.112, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8648, loss_cls: 1.3706, loss: 1.3706, grad_norm: 6.9084 2020-08-02 20:23:49,176 - mmaction - INFO - Epoch [54][3540/3757] lr: 1.000e-03, eta: 3 days, 21:33:25, time: 1.987, data_time: 0.008, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8609, loss_cls: 1.3879, loss: 1.3879, grad_norm: 6.8997 2020-08-02 20:24:26,721 - mmaction - INFO - Epoch [54][3560/3757] lr: 1.000e-03, eta: 3 days, 21:32:40, time: 1.874, data_time: 0.002, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8492, loss_cls: 1.4524, loss: 1.4524, grad_norm: 7.0337 2020-08-02 20:25:06,802 - mmaction - INFO - Epoch [54][3580/3757] lr: 1.000e-03, eta: 3 days, 21:32:06, time: 2.006, data_time: 0.533, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8633, loss_cls: 1.4019, loss: 1.4019, grad_norm: 6.8624 2020-08-02 20:25:44,630 - mmaction - INFO - Epoch [54][3600/3757] lr: 1.000e-03, eta: 3 days, 21:31:22, time: 1.890, data_time: 0.892, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8477, loss_cls: 1.3996, loss: 1.3996, grad_norm: 6.9270 2020-08-02 20:26:25,060 - mmaction - INFO - Epoch [54][3620/3757] lr: 1.000e-03, eta: 3 days, 21:30:49, time: 2.016, data_time: 1.150, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8406, loss_cls: 1.4649, loss: 1.4649, grad_norm: 6.9451 2020-08-02 20:27:01,516 - mmaction - INFO - Epoch [54][3640/3757] lr: 1.000e-03, eta: 3 days, 21:30:00, time: 1.826, data_time: 0.609, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8453, loss_cls: 1.4376, loss: 1.4376, grad_norm: 6.9654 2020-08-02 20:27:39,036 - mmaction - INFO - Epoch [54][3660/3757] lr: 1.000e-03, eta: 3 days, 21:29:16, time: 1.879, data_time: 0.575, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8594, loss_cls: 1.4124, loss: 1.4124, grad_norm: 6.9507 2020-08-02 20:28:22,683 - mmaction - INFO - Epoch [54][3680/3757] lr: 1.000e-03, eta: 3 days, 21:28:57, time: 2.182, data_time: 0.056, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8383, loss_cls: 1.5144, loss: 1.5144, grad_norm: 7.1582 2020-08-02 20:28:59,260 - mmaction - INFO - Epoch [54][3700/3757] lr: 1.000e-03, eta: 3 days, 21:28:08, time: 1.827, data_time: 0.010, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8531, loss_cls: 1.4002, loss: 1.4002, grad_norm: 6.7709 2020-08-02 20:29:38,799 - mmaction - INFO - Epoch [54][3720/3757] lr: 1.000e-03, eta: 3 days, 21:27:31, time: 1.976, data_time: 0.009, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8562, loss_cls: 1.4640, loss: 1.4640, grad_norm: 7.1679 2020-08-02 20:30:18,883 - mmaction - INFO - Epoch [54][3740/3757] lr: 1.000e-03, eta: 3 days, 21:26:57, time: 2.000, data_time: 0.006, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8586, loss_cls: 1.4079, loss: 1.4079, grad_norm: 6.7641 2020-08-02 20:30:43,561 - mmaction - INFO - Saving checkpoint at 54 epochs 2020-08-02 20:31:39,066 - mmaction - INFO - Epoch [55][20/3757] lr: 1.000e-03, eta: 3 days, 21:24:27, time: 2.671, data_time: 0.878, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8492, loss_cls: 1.4862, loss: 1.4862, grad_norm: 7.1852 2020-08-02 20:32:18,156 - mmaction - INFO - Epoch [55][40/3757] lr: 1.000e-03, eta: 3 days, 21:23:48, time: 1.950, data_time: 0.011, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3675, loss: 1.3675, grad_norm: 6.7893 2020-08-02 20:32:59,372 - mmaction - INFO - Epoch [55][60/3757] lr: 1.000e-03, eta: 3 days, 21:23:20, time: 2.068, data_time: 0.018, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.3928, loss: 1.3928, grad_norm: 6.8382 2020-08-02 20:33:39,546 - mmaction - INFO - Epoch [55][80/3757] lr: 1.000e-03, eta: 3 days, 21:22:46, time: 2.006, data_time: 0.012, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8672, loss_cls: 1.3673, loss: 1.3673, grad_norm: 6.7480 2020-08-02 20:34:17,366 - mmaction - INFO - Epoch [55][100/3757] lr: 1.000e-03, eta: 3 days, 21:22:03, time: 1.897, data_time: 0.012, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8570, loss_cls: 1.4480, loss: 1.4480, grad_norm: 6.9862 2020-08-02 20:34:55,771 - mmaction - INFO - Epoch [55][120/3757] lr: 1.000e-03, eta: 3 days, 21:21:22, time: 1.919, data_time: 0.002, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.5127, loss: 1.5127, grad_norm: 7.2490 2020-08-02 20:35:34,606 - mmaction - INFO - Epoch [55][140/3757] lr: 1.000e-03, eta: 3 days, 21:20:42, time: 1.942, data_time: 0.009, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8672, loss_cls: 1.4012, loss: 1.4012, grad_norm: 6.9030 2020-08-02 20:36:12,907 - mmaction - INFO - Epoch [55][160/3757] lr: 1.000e-03, eta: 3 days, 21:20:00, time: 1.909, data_time: 0.010, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.4205, loss: 1.4205, grad_norm: 6.9794 2020-08-02 20:36:53,612 - mmaction - INFO - Epoch [55][180/3757] lr: 1.000e-03, eta: 3 days, 21:19:29, time: 2.042, data_time: 0.010, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8523, loss_cls: 1.4414, loss: 1.4414, grad_norm: 7.0134 2020-08-02 20:37:30,769 - mmaction - INFO - Epoch [55][200/3757] lr: 1.000e-03, eta: 3 days, 21:18:42, time: 1.849, data_time: 0.007, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8656, loss_cls: 1.3471, loss: 1.3471, grad_norm: 6.9410 2020-08-02 20:38:15,416 - mmaction - INFO - Epoch [55][220/3757] lr: 1.000e-03, eta: 3 days, 21:18:28, time: 2.241, data_time: 0.019, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8531, loss_cls: 1.4279, loss: 1.4279, grad_norm: 6.9919 2020-08-02 20:38:51,912 - mmaction - INFO - Epoch [55][240/3757] lr: 1.000e-03, eta: 3 days, 21:17:39, time: 1.824, data_time: 0.010, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.4447, loss: 1.4447, grad_norm: 7.0044 2020-08-02 20:39:33,141 - mmaction - INFO - Epoch [55][260/3757] lr: 1.000e-03, eta: 3 days, 21:17:10, time: 2.062, data_time: 0.021, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8594, loss_cls: 1.3656, loss: 1.3656, grad_norm: 6.9483 2020-08-02 20:40:07,637 - mmaction - INFO - Epoch [55][280/3757] lr: 1.000e-03, eta: 3 days, 21:16:12, time: 1.724, data_time: 0.107, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8516, loss_cls: 1.4386, loss: 1.4386, grad_norm: 7.0503 2020-08-02 20:40:49,617 - mmaction - INFO - Epoch [55][300/3757] lr: 1.000e-03, eta: 3 days, 21:15:45, time: 2.092, data_time: 0.003, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.4132, loss: 1.4132, grad_norm: 6.9582 2020-08-02 20:41:27,470 - mmaction - INFO - Epoch [55][320/3757] lr: 1.000e-03, eta: 3 days, 21:15:03, time: 1.901, data_time: 0.011, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8367, loss_cls: 1.4979, loss: 1.4979, grad_norm: 7.1924 2020-08-02 20:42:08,103 - mmaction - INFO - Epoch [55][340/3757] lr: 1.000e-03, eta: 3 days, 21:14:31, time: 2.031, data_time: 0.007, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8438, loss_cls: 1.4718, loss: 1.4718, grad_norm: 7.0534 2020-08-02 20:42:48,887 - mmaction - INFO - Epoch [55][360/3757] lr: 1.000e-03, eta: 3 days, 21:14:00, time: 2.040, data_time: 0.003, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.3621, loss: 1.3621, grad_norm: 6.8216 2020-08-02 20:43:25,958 - mmaction - INFO - Epoch [55][380/3757] lr: 1.000e-03, eta: 3 days, 21:13:13, time: 1.854, data_time: 0.003, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8625, loss_cls: 1.3557, loss: 1.3557, grad_norm: 7.0777 2020-08-02 20:44:01,947 - mmaction - INFO - Epoch [55][400/3757] lr: 1.000e-03, eta: 3 days, 21:12:22, time: 1.799, data_time: 0.007, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8578, loss_cls: 1.3772, loss: 1.3772, grad_norm: 6.7301 2020-08-02 20:44:45,693 - mmaction - INFO - Epoch [55][420/3757] lr: 1.000e-03, eta: 3 days, 21:12:02, time: 2.180, data_time: 0.120, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3884, loss: 1.3884, grad_norm: 6.8612 2020-08-02 20:45:21,363 - mmaction - INFO - Epoch [55][440/3757] lr: 1.000e-03, eta: 3 days, 21:11:10, time: 1.787, data_time: 0.011, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.3131, loss: 1.3131, grad_norm: 6.7388 2020-08-02 20:45:59,736 - mmaction - INFO - Epoch [55][460/3757] lr: 1.000e-03, eta: 3 days, 21:10:30, time: 1.924, data_time: 0.022, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4282, loss: 1.4282, grad_norm: 6.8781 2020-08-02 20:46:40,057 - mmaction - INFO - Epoch [55][480/3757] lr: 1.000e-03, eta: 3 days, 21:09:56, time: 2.007, data_time: 0.006, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.4753, loss: 1.4753, grad_norm: 7.2590 2020-08-02 20:47:19,342 - mmaction - INFO - Epoch [55][500/3757] lr: 1.000e-03, eta: 3 days, 21:09:19, time: 1.973, data_time: 0.011, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8398, loss_cls: 1.4669, loss: 1.4669, grad_norm: 7.1635 2020-08-02 20:47:56,902 - mmaction - INFO - Epoch [55][520/3757] lr: 1.000e-03, eta: 3 days, 21:08:34, time: 1.867, data_time: 0.011, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.3815, loss: 1.3815, grad_norm: 7.0154 2020-08-02 20:48:37,265 - mmaction - INFO - Epoch [55][540/3757] lr: 1.000e-03, eta: 3 days, 21:08:01, time: 2.029, data_time: 0.013, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8695, loss_cls: 1.3247, loss: 1.3247, grad_norm: 6.8533 2020-08-02 20:49:17,531 - mmaction - INFO - Epoch [55][560/3757] lr: 1.000e-03, eta: 3 days, 21:07:28, time: 2.012, data_time: 0.008, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8602, loss_cls: 1.3943, loss: 1.3943, grad_norm: 7.0143 2020-08-02 20:49:52,711 - mmaction - INFO - Epoch [55][580/3757] lr: 1.000e-03, eta: 3 days, 21:06:34, time: 1.760, data_time: 0.003, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8633, loss_cls: 1.3296, loss: 1.3296, grad_norm: 6.7156 2020-08-02 20:50:30,713 - mmaction - INFO - Epoch [55][600/3757] lr: 1.000e-03, eta: 3 days, 21:05:50, time: 1.893, data_time: 0.002, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8539, loss_cls: 1.4275, loss: 1.4275, grad_norm: 7.0065 2020-08-02 20:51:08,643 - mmaction - INFO - Epoch [55][620/3757] lr: 1.000e-03, eta: 3 days, 21:05:08, time: 1.902, data_time: 0.265, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8633, loss_cls: 1.3488, loss: 1.3488, grad_norm: 6.8413 2020-08-02 20:51:49,169 - mmaction - INFO - Epoch [55][640/3757] lr: 1.000e-03, eta: 3 days, 21:04:35, time: 2.021, data_time: 0.040, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.4056, loss: 1.4056, grad_norm: 6.9715 2020-08-02 20:52:26,319 - mmaction - INFO - Epoch [55][660/3757] lr: 1.000e-03, eta: 3 days, 21:03:49, time: 1.864, data_time: 0.010, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8516, loss_cls: 1.4267, loss: 1.4267, grad_norm: 6.9142 2020-08-02 20:53:09,490 - mmaction - INFO - Epoch [55][680/3757] lr: 1.000e-03, eta: 3 days, 21:03:28, time: 2.155, data_time: 0.008, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8633, loss_cls: 1.4037, loss: 1.4037, grad_norm: 6.9710 2020-08-02 20:53:46,456 - mmaction - INFO - Epoch [55][700/3757] lr: 1.000e-03, eta: 3 days, 21:02:41, time: 1.847, data_time: 0.009, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8469, loss_cls: 1.4270, loss: 1.4270, grad_norm: 7.0208 2020-08-02 20:54:25,863 - mmaction - INFO - Epoch [55][720/3757] lr: 1.000e-03, eta: 3 days, 21:02:04, time: 1.974, data_time: 0.009, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3803, loss: 1.3803, grad_norm: 6.7191 2020-08-02 20:55:06,378 - mmaction - INFO - Epoch [55][740/3757] lr: 1.000e-03, eta: 3 days, 21:01:32, time: 2.026, data_time: 0.009, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8367, loss_cls: 1.5070, loss: 1.5070, grad_norm: 7.3002 2020-08-02 20:55:43,685 - mmaction - INFO - Epoch [55][760/3757] lr: 1.000e-03, eta: 3 days, 21:00:46, time: 1.867, data_time: 0.148, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8367, loss_cls: 1.4533, loss: 1.4533, grad_norm: 7.1007 2020-08-02 20:56:22,969 - mmaction - INFO - Epoch [55][780/3757] lr: 1.000e-03, eta: 3 days, 21:00:09, time: 1.963, data_time: 0.516, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8336, loss_cls: 1.5330, loss: 1.5330, grad_norm: 7.2044 2020-08-02 20:57:01,098 - mmaction - INFO - Epoch [55][800/3757] lr: 1.000e-03, eta: 3 days, 20:59:27, time: 1.907, data_time: 0.008, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8469, loss_cls: 1.4448, loss: 1.4448, grad_norm: 7.0009 2020-08-02 20:57:40,606 - mmaction - INFO - Epoch [55][820/3757] lr: 1.000e-03, eta: 3 days, 20:58:50, time: 1.974, data_time: 0.007, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.3867, loss: 1.3867, grad_norm: 7.0121 2020-08-02 20:58:21,197 - mmaction - INFO - Epoch [55][840/3757] lr: 1.000e-03, eta: 3 days, 20:58:18, time: 2.031, data_time: 0.004, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8570, loss_cls: 1.4248, loss: 1.4248, grad_norm: 7.0839 2020-08-02 20:59:01,520 - mmaction - INFO - Epoch [55][860/3757] lr: 1.000e-03, eta: 3 days, 20:57:44, time: 2.013, data_time: 0.543, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4296, loss: 1.4296, grad_norm: 6.8143 2020-08-02 20:59:39,617 - mmaction - INFO - Epoch [55][880/3757] lr: 1.000e-03, eta: 3 days, 20:57:02, time: 1.908, data_time: 0.794, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8641, loss_cls: 1.4011, loss: 1.4011, grad_norm: 7.0061 2020-08-02 21:00:18,854 - mmaction - INFO - Epoch [55][900/3757] lr: 1.000e-03, eta: 3 days, 20:56:24, time: 1.949, data_time: 0.466, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8633, loss_cls: 1.3389, loss: 1.3389, grad_norm: 6.7585 2020-08-02 21:00:57,624 - mmaction - INFO - Epoch [55][920/3757] lr: 1.000e-03, eta: 3 days, 20:55:45, time: 1.949, data_time: 1.036, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8641, loss_cls: 1.3885, loss: 1.3885, grad_norm: 6.9405 2020-08-02 21:01:36,992 - mmaction - INFO - Epoch [55][940/3757] lr: 1.000e-03, eta: 3 days, 20:55:08, time: 1.969, data_time: 1.075, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8461, loss_cls: 1.4726, loss: 1.4726, grad_norm: 7.1469 2020-08-02 21:02:18,291 - mmaction - INFO - Epoch [55][960/3757] lr: 1.000e-03, eta: 3 days, 20:54:38, time: 2.059, data_time: 1.356, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8664, loss_cls: 1.3653, loss: 1.3653, grad_norm: 6.7778 2020-08-02 21:02:56,438 - mmaction - INFO - Epoch [55][980/3757] lr: 1.000e-03, eta: 3 days, 20:53:57, time: 1.913, data_time: 0.441, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.4476, loss: 1.4476, grad_norm: 6.8990 2020-08-02 21:03:36,098 - mmaction - INFO - Epoch [55][1000/3757] lr: 1.000e-03, eta: 3 days, 20:53:20, time: 1.977, data_time: 0.044, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8383, loss_cls: 1.5029, loss: 1.5029, grad_norm: 7.0946 2020-08-02 21:04:10,063 - mmaction - INFO - Epoch [55][1020/3757] lr: 1.000e-03, eta: 3 days, 20:52:22, time: 1.705, data_time: 0.021, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8539, loss_cls: 1.4177, loss: 1.4177, grad_norm: 6.9499 2020-08-02 21:04:51,765 - mmaction - INFO - Epoch [55][1040/3757] lr: 1.000e-03, eta: 3 days, 20:51:53, time: 2.078, data_time: 0.010, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8445, loss_cls: 1.4544, loss: 1.4544, grad_norm: 7.1950 2020-08-02 21:05:31,471 - mmaction - INFO - Epoch [55][1060/3757] lr: 1.000e-03, eta: 3 days, 20:51:18, time: 1.994, data_time: 0.011, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8313, loss_cls: 1.5242, loss: 1.5242, grad_norm: 7.1559 2020-08-02 21:06:05,825 - mmaction - INFO - Epoch [55][1080/3757] lr: 1.000e-03, eta: 3 days, 20:50:21, time: 1.717, data_time: 0.007, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3886, loss: 1.3886, grad_norm: 7.1157 2020-08-02 21:06:47,981 - mmaction - INFO - Epoch [55][1100/3757] lr: 1.000e-03, eta: 3 days, 20:49:55, time: 2.106, data_time: 0.009, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.3944, loss: 1.3944, grad_norm: 6.9536 2020-08-02 21:07:29,751 - mmaction - INFO - Epoch [55][1120/3757] lr: 1.000e-03, eta: 3 days, 20:49:28, time: 2.090, data_time: 0.005, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8648, loss_cls: 1.3414, loss: 1.3414, grad_norm: 6.5143 2020-08-02 21:08:09,763 - mmaction - INFO - Epoch [55][1140/3757] lr: 1.000e-03, eta: 3 days, 20:48:53, time: 1.997, data_time: 0.009, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8430, loss_cls: 1.4338, loss: 1.4338, grad_norm: 6.9681 2020-08-02 21:08:51,306 - mmaction - INFO - Epoch [55][1160/3757] lr: 1.000e-03, eta: 3 days, 20:48:25, time: 2.082, data_time: 0.229, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4741, loss: 1.4741, grad_norm: 7.1249 2020-08-02 21:09:31,172 - mmaction - INFO - Epoch [55][1180/3757] lr: 1.000e-03, eta: 3 days, 20:47:49, time: 1.986, data_time: 0.008, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.4034, loss: 1.4034, grad_norm: 6.9970 2020-08-02 21:10:13,029 - mmaction - INFO - Epoch [55][1200/3757] lr: 1.000e-03, eta: 3 days, 20:47:22, time: 2.095, data_time: 0.009, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8516, loss_cls: 1.4801, loss: 1.4801, grad_norm: 7.2720 2020-08-02 21:10:49,546 - mmaction - INFO - Epoch [55][1220/3757] lr: 1.000e-03, eta: 3 days, 20:46:34, time: 1.828, data_time: 0.010, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.5020, loss: 1.5020, grad_norm: 7.1672 2020-08-02 21:11:29,561 - mmaction - INFO - Epoch [55][1240/3757] lr: 1.000e-03, eta: 3 days, 20:45:59, time: 2.001, data_time: 0.005, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8211, loss_cls: 1.5001, loss: 1.5001, grad_norm: 6.9157 2020-08-02 21:12:06,462 - mmaction - INFO - Epoch [55][1260/3757] lr: 1.000e-03, eta: 3 days, 20:45:12, time: 1.844, data_time: 0.011, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8383, loss_cls: 1.4710, loss: 1.4710, grad_norm: 7.1140 2020-08-02 21:12:43,543 - mmaction - INFO - Epoch [55][1280/3757] lr: 1.000e-03, eta: 3 days, 20:44:26, time: 1.855, data_time: 0.006, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8500, loss_cls: 1.4198, loss: 1.4198, grad_norm: 6.8560 2020-08-02 21:13:25,204 - mmaction - INFO - Epoch [55][1300/3757] lr: 1.000e-03, eta: 3 days, 20:43:58, time: 2.084, data_time: 0.008, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8484, loss_cls: 1.3968, loss: 1.3968, grad_norm: 6.8133 2020-08-02 21:14:06,132 - mmaction - INFO - Epoch [55][1320/3757] lr: 1.000e-03, eta: 3 days, 20:43:27, time: 2.047, data_time: 0.005, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.3522, loss: 1.3522, grad_norm: 6.8467 2020-08-02 21:14:42,970 - mmaction - INFO - Epoch [55][1340/3757] lr: 1.000e-03, eta: 3 days, 20:42:40, time: 1.843, data_time: 0.009, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8602, loss_cls: 1.4367, loss: 1.4367, grad_norm: 7.0994 2020-08-02 21:15:26,852 - mmaction - INFO - Epoch [55][1360/3757] lr: 1.000e-03, eta: 3 days, 20:42:20, time: 2.190, data_time: 0.007, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8641, loss_cls: 1.3987, loss: 1.3987, grad_norm: 7.0900 2020-08-02 21:16:04,372 - mmaction - INFO - Epoch [55][1380/3757] lr: 1.000e-03, eta: 3 days, 20:41:36, time: 1.878, data_time: 0.009, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8586, loss_cls: 1.3943, loss: 1.3943, grad_norm: 7.0070 2020-08-02 21:16:44,098 - mmaction - INFO - Epoch [55][1400/3757] lr: 1.000e-03, eta: 3 days, 20:41:00, time: 1.981, data_time: 0.156, memory: 5166, top1_acc: 0.6227, top5_acc: 0.8328, loss_cls: 1.5352, loss: 1.5352, grad_norm: 7.1505 2020-08-02 21:17:23,193 - mmaction - INFO - Epoch [55][1420/3757] lr: 1.000e-03, eta: 3 days, 20:40:22, time: 1.960, data_time: 0.094, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.4077, loss: 1.4077, grad_norm: 6.9527 2020-08-02 21:18:00,285 - mmaction - INFO - Epoch [55][1440/3757] lr: 1.000e-03, eta: 3 days, 20:39:36, time: 1.852, data_time: 0.008, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.3626, loss: 1.3626, grad_norm: 6.8758 2020-08-02 21:18:40,116 - mmaction - INFO - Epoch [55][1460/3757] lr: 1.000e-03, eta: 3 days, 20:39:00, time: 1.992, data_time: 0.008, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4290, loss: 1.4290, grad_norm: 7.3028 2020-08-02 21:19:16,372 - mmaction - INFO - Epoch [55][1480/3757] lr: 1.000e-03, eta: 3 days, 20:38:11, time: 1.814, data_time: 0.008, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8633, loss_cls: 1.3756, loss: 1.3756, grad_norm: 7.0218 2020-08-02 21:20:00,897 - mmaction - INFO - Epoch [55][1500/3757] lr: 1.000e-03, eta: 3 days, 20:37:54, time: 2.222, data_time: 0.009, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8680, loss_cls: 1.3702, loss: 1.3702, grad_norm: 7.0406 2020-08-02 21:20:40,182 - mmaction - INFO - Epoch [55][1520/3757] lr: 1.000e-03, eta: 3 days, 20:37:17, time: 1.966, data_time: 0.008, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8398, loss_cls: 1.4077, loss: 1.4077, grad_norm: 6.7774 2020-08-02 21:21:15,519 - mmaction - INFO - Epoch [55][1540/3757] lr: 1.000e-03, eta: 3 days, 20:36:23, time: 1.763, data_time: 0.019, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.4043, loss: 1.4043, grad_norm: 7.0345 2020-08-02 21:21:57,104 - mmaction - INFO - Epoch [55][1560/3757] lr: 1.000e-03, eta: 3 days, 20:35:55, time: 2.088, data_time: 0.401, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4495, loss: 1.4495, grad_norm: 7.1062 2020-08-02 21:22:31,939 - mmaction - INFO - Epoch [55][1580/3757] lr: 1.000e-03, eta: 3 days, 20:35:00, time: 1.741, data_time: 0.007, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8523, loss_cls: 1.4104, loss: 1.4104, grad_norm: 7.1337 2020-08-02 21:23:09,753 - mmaction - INFO - Epoch [55][1600/3757] lr: 1.000e-03, eta: 3 days, 20:34:17, time: 1.890, data_time: 0.003, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8383, loss_cls: 1.4603, loss: 1.4603, grad_norm: 6.8136 2020-08-02 21:23:49,862 - mmaction - INFO - Epoch [55][1620/3757] lr: 1.000e-03, eta: 3 days, 20:33:42, time: 2.000, data_time: 0.004, memory: 5166, top1_acc: 0.6289, top5_acc: 0.8250, loss_cls: 1.4918, loss: 1.4918, grad_norm: 7.1710 2020-08-02 21:24:29,020 - mmaction - INFO - Epoch [55][1640/3757] lr: 1.000e-03, eta: 3 days, 20:33:05, time: 1.965, data_time: 0.028, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8492, loss_cls: 1.4300, loss: 1.4300, grad_norm: 6.9659 2020-08-02 21:25:07,626 - mmaction - INFO - Epoch [55][1660/3757] lr: 1.000e-03, eta: 3 days, 20:32:24, time: 1.929, data_time: 0.007, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8430, loss_cls: 1.4318, loss: 1.4318, grad_norm: 6.9827 2020-08-02 21:25:48,432 - mmaction - INFO - Epoch [55][1680/3757] lr: 1.000e-03, eta: 3 days, 20:31:53, time: 2.038, data_time: 0.215, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8477, loss_cls: 1.4903, loss: 1.4903, grad_norm: 7.3402 2020-08-02 21:26:27,286 - mmaction - INFO - Epoch [55][1700/3757] lr: 1.000e-03, eta: 3 days, 20:31:13, time: 1.942, data_time: 0.345, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8461, loss_cls: 1.4707, loss: 1.4707, grad_norm: 7.0944 2020-08-02 21:27:05,611 - mmaction - INFO - Epoch [55][1720/3757] lr: 1.000e-03, eta: 3 days, 20:30:32, time: 1.917, data_time: 0.076, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8453, loss_cls: 1.4394, loss: 1.4394, grad_norm: 7.0279 2020-08-02 21:27:42,378 - mmaction - INFO - Epoch [55][1740/3757] lr: 1.000e-03, eta: 3 days, 20:29:45, time: 1.839, data_time: 0.239, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.3962, loss: 1.3962, grad_norm: 7.0004 2020-08-02 21:28:20,199 - mmaction - INFO - Epoch [55][1760/3757] lr: 1.000e-03, eta: 3 days, 20:29:01, time: 1.893, data_time: 0.299, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8398, loss_cls: 1.4323, loss: 1.4323, grad_norm: 7.0425 2020-08-02 21:28:59,906 - mmaction - INFO - Epoch [55][1780/3757] lr: 1.000e-03, eta: 3 days, 20:28:25, time: 1.983, data_time: 0.222, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3903, loss: 1.3903, grad_norm: 6.7326 2020-08-02 21:29:36,995 - mmaction - INFO - Epoch [55][1800/3757] lr: 1.000e-03, eta: 3 days, 20:27:39, time: 1.857, data_time: 0.045, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4891, loss: 1.4891, grad_norm: 7.1839 2020-08-02 21:30:16,402 - mmaction - INFO - Epoch [55][1820/3757] lr: 1.000e-03, eta: 3 days, 20:27:02, time: 1.968, data_time: 0.007, memory: 5166, top1_acc: 0.6297, top5_acc: 0.8523, loss_cls: 1.4378, loss: 1.4378, grad_norm: 7.3490 2020-08-02 21:30:56,514 - mmaction - INFO - Epoch [55][1840/3757] lr: 1.000e-03, eta: 3 days, 20:26:28, time: 2.009, data_time: 0.008, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8477, loss_cls: 1.4569, loss: 1.4569, grad_norm: 7.1617 2020-08-02 21:31:34,828 - mmaction - INFO - Epoch [55][1860/3757] lr: 1.000e-03, eta: 3 days, 20:25:46, time: 1.909, data_time: 0.082, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8570, loss_cls: 1.3926, loss: 1.3926, grad_norm: 7.0509 2020-08-02 21:32:11,248 - mmaction - INFO - Epoch [55][1880/3757] lr: 1.000e-03, eta: 3 days, 20:24:58, time: 1.828, data_time: 0.207, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3194, loss: 1.3194, grad_norm: 6.8692 2020-08-02 21:32:53,896 - mmaction - INFO - Epoch [55][1900/3757] lr: 1.000e-03, eta: 3 days, 20:24:34, time: 2.130, data_time: 0.035, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8633, loss_cls: 1.3889, loss: 1.3889, grad_norm: 7.2890 2020-08-02 21:33:31,918 - mmaction - INFO - Epoch [55][1920/3757] lr: 1.000e-03, eta: 3 days, 20:23:51, time: 1.901, data_time: 0.007, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8617, loss_cls: 1.3939, loss: 1.3939, grad_norm: 7.2399 2020-08-02 21:34:09,348 - mmaction - INFO - Epoch [55][1940/3757] lr: 1.000e-03, eta: 3 days, 20:23:06, time: 1.873, data_time: 0.005, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8289, loss_cls: 1.5434, loss: 1.5434, grad_norm: 7.3821 2020-08-02 21:34:49,692 - mmaction - INFO - Epoch [55][1960/3757] lr: 1.000e-03, eta: 3 days, 20:22:32, time: 2.010, data_time: 0.784, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8523, loss_cls: 1.3332, loss: 1.3332, grad_norm: 6.7904 2020-08-02 21:35:26,736 - mmaction - INFO - Epoch [55][1980/3757] lr: 1.000e-03, eta: 3 days, 20:21:46, time: 1.853, data_time: 0.617, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.3225, loss: 1.3225, grad_norm: 6.8386 2020-08-02 21:36:07,231 - mmaction - INFO - Epoch [55][2000/3757] lr: 1.000e-03, eta: 3 days, 20:21:14, time: 2.032, data_time: 0.036, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4634, loss: 1.4634, grad_norm: 7.1340 2020-08-02 21:36:46,246 - mmaction - INFO - Epoch [55][2020/3757] lr: 1.000e-03, eta: 3 days, 20:20:35, time: 1.944, data_time: 0.747, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8555, loss_cls: 1.3224, loss: 1.3224, grad_norm: 6.6206 2020-08-02 21:37:27,235 - mmaction - INFO - Epoch [55][2040/3757] lr: 1.000e-03, eta: 3 days, 20:20:04, time: 2.053, data_time: 1.307, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8406, loss_cls: 1.4307, loss: 1.4307, grad_norm: 7.1613 2020-08-02 21:38:07,217 - mmaction - INFO - Epoch [55][2060/3757] lr: 1.000e-03, eta: 3 days, 20:19:29, time: 1.996, data_time: 0.951, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8461, loss_cls: 1.4821, loss: 1.4821, grad_norm: 7.3737 2020-08-02 21:38:45,314 - mmaction - INFO - Epoch [55][2080/3757] lr: 1.000e-03, eta: 3 days, 20:18:47, time: 1.906, data_time: 0.011, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.3683, loss: 1.3683, grad_norm: 7.0608 2020-08-02 21:39:24,824 - mmaction - INFO - Epoch [55][2100/3757] lr: 1.000e-03, eta: 3 days, 20:18:11, time: 1.978, data_time: 0.012, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4496, loss: 1.4496, grad_norm: 7.0448 2020-08-02 21:40:05,050 - mmaction - INFO - Epoch [55][2120/3757] lr: 1.000e-03, eta: 3 days, 20:17:37, time: 2.010, data_time: 0.004, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8531, loss_cls: 1.3586, loss: 1.3586, grad_norm: 6.8135 2020-08-02 21:40:43,810 - mmaction - INFO - Epoch [55][2140/3757] lr: 1.000e-03, eta: 3 days, 20:16:57, time: 1.940, data_time: 0.005, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8633, loss_cls: 1.3393, loss: 1.3393, grad_norm: 6.8453 2020-08-02 21:41:22,522 - mmaction - INFO - Epoch [55][2160/3757] lr: 1.000e-03, eta: 3 days, 20:16:17, time: 1.931, data_time: 0.004, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8414, loss_cls: 1.4712, loss: 1.4712, grad_norm: 7.0759 2020-08-02 21:42:02,157 - mmaction - INFO - Epoch [55][2180/3757] lr: 1.000e-03, eta: 3 days, 20:15:42, time: 1.988, data_time: 0.009, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.4215, loss: 1.4215, grad_norm: 6.8768 2020-08-02 21:42:35,646 - mmaction - INFO - Epoch [55][2200/3757] lr: 1.000e-03, eta: 3 days, 20:14:41, time: 1.671, data_time: 0.167, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8461, loss_cls: 1.4291, loss: 1.4291, grad_norm: 7.1210 2020-08-02 21:43:15,007 - mmaction - INFO - Epoch [55][2220/3757] lr: 1.000e-03, eta: 3 days, 20:14:04, time: 1.966, data_time: 0.130, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8570, loss_cls: 1.3399, loss: 1.3399, grad_norm: 6.8056 2020-08-02 21:43:56,879 - mmaction - INFO - Epoch [55][2240/3757] lr: 1.000e-03, eta: 3 days, 20:13:37, time: 2.096, data_time: 0.217, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8617, loss_cls: 1.3801, loss: 1.3801, grad_norm: 6.7680 2020-08-02 21:44:34,746 - mmaction - INFO - Epoch [55][2260/3757] lr: 1.000e-03, eta: 3 days, 20:12:53, time: 1.888, data_time: 0.009, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.2886, loss: 1.2886, grad_norm: 6.7835 2020-08-02 21:45:12,849 - mmaction - INFO - Epoch [55][2280/3757] lr: 1.000e-03, eta: 3 days, 20:12:11, time: 1.908, data_time: 0.009, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.3682, loss: 1.3682, grad_norm: 6.9350 2020-08-02 21:45:51,485 - mmaction - INFO - Epoch [55][2300/3757] lr: 1.000e-03, eta: 3 days, 20:11:31, time: 1.934, data_time: 0.026, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8672, loss_cls: 1.3352, loss: 1.3352, grad_norm: 6.5894 2020-08-02 21:46:29,757 - mmaction - INFO - Epoch [55][2320/3757] lr: 1.000e-03, eta: 3 days, 20:10:49, time: 1.904, data_time: 0.008, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8484, loss_cls: 1.3795, loss: 1.3795, grad_norm: 6.6207 2020-08-02 21:47:07,959 - mmaction - INFO - Epoch [55][2340/3757] lr: 1.000e-03, eta: 3 days, 20:10:08, time: 1.920, data_time: 0.013, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8523, loss_cls: 1.4817, loss: 1.4817, grad_norm: 7.3262 2020-08-02 21:47:47,316 - mmaction - INFO - Epoch [55][2360/3757] lr: 1.000e-03, eta: 3 days, 20:09:30, time: 1.962, data_time: 0.013, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8570, loss_cls: 1.3738, loss: 1.3738, grad_norm: 7.0283 2020-08-02 21:48:31,143 - mmaction - INFO - Epoch [55][2380/3757] lr: 1.000e-03, eta: 3 days, 20:09:11, time: 2.198, data_time: 0.019, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8680, loss_cls: 1.3093, loss: 1.3093, grad_norm: 6.8157 2020-08-02 21:49:04,748 - mmaction - INFO - Epoch [55][2400/3757] lr: 1.000e-03, eta: 3 days, 20:08:11, time: 1.674, data_time: 0.141, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.3975, loss: 1.3975, grad_norm: 6.9167 2020-08-02 21:49:43,440 - mmaction - INFO - Epoch [55][2420/3757] lr: 1.000e-03, eta: 3 days, 20:07:31, time: 1.933, data_time: 0.905, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8398, loss_cls: 1.4331, loss: 1.4331, grad_norm: 6.9487 2020-08-02 21:50:22,577 - mmaction - INFO - Epoch [55][2440/3757] lr: 1.000e-03, eta: 3 days, 20:06:53, time: 1.959, data_time: 1.317, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3732, loss: 1.3732, grad_norm: 7.0306 2020-08-02 21:51:00,940 - mmaction - INFO - Epoch [55][2460/3757] lr: 1.000e-03, eta: 3 days, 20:06:12, time: 1.923, data_time: 1.348, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8320, loss_cls: 1.4836, loss: 1.4836, grad_norm: 7.0275 2020-08-02 21:51:38,904 - mmaction - INFO - Epoch [55][2480/3757] lr: 1.000e-03, eta: 3 days, 20:05:30, time: 1.898, data_time: 1.270, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8516, loss_cls: 1.4551, loss: 1.4551, grad_norm: 7.3542 2020-08-02 21:52:17,609 - mmaction - INFO - Epoch [55][2500/3757] lr: 1.000e-03, eta: 3 days, 20:04:49, time: 1.926, data_time: 1.058, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8508, loss_cls: 1.3515, loss: 1.3515, grad_norm: 7.0610 2020-08-02 21:52:54,872 - mmaction - INFO - Epoch [55][2520/3757] lr: 1.000e-03, eta: 3 days, 20:04:04, time: 1.871, data_time: 0.275, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8398, loss_cls: 1.5044, loss: 1.5044, grad_norm: 7.3959 2020-08-02 21:53:40,016 - mmaction - INFO - Epoch [55][2540/3757] lr: 1.000e-03, eta: 3 days, 20:03:50, time: 2.256, data_time: 0.037, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8594, loss_cls: 1.4151, loss: 1.4151, grad_norm: 7.1053 2020-08-02 21:54:19,135 - mmaction - INFO - Epoch [55][2560/3757] lr: 1.000e-03, eta: 3 days, 20:03:11, time: 1.956, data_time: 0.006, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8484, loss_cls: 1.4283, loss: 1.4283, grad_norm: 6.7606 2020-08-02 21:54:56,702 - mmaction - INFO - Epoch [55][2580/3757] lr: 1.000e-03, eta: 3 days, 20:02:27, time: 1.877, data_time: 0.008, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8383, loss_cls: 1.4980, loss: 1.4980, grad_norm: 7.0462 2020-08-02 21:55:36,379 - mmaction - INFO - Epoch [55][2600/3757] lr: 1.000e-03, eta: 3 days, 20:01:51, time: 1.986, data_time: 0.028, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8562, loss_cls: 1.3996, loss: 1.3996, grad_norm: 7.0777 2020-08-02 21:56:13,791 - mmaction - INFO - Epoch [55][2620/3757] lr: 1.000e-03, eta: 3 days, 20:01:06, time: 1.870, data_time: 0.009, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8352, loss_cls: 1.4253, loss: 1.4253, grad_norm: 6.9644 2020-08-02 21:56:52,591 - mmaction - INFO - Epoch [55][2640/3757] lr: 1.000e-03, eta: 3 days, 20:00:27, time: 1.939, data_time: 0.003, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8477, loss_cls: 1.3928, loss: 1.3928, grad_norm: 6.9206 2020-08-02 21:57:33,266 - mmaction - INFO - Epoch [55][2660/3757] lr: 1.000e-03, eta: 3 days, 19:59:54, time: 2.026, data_time: 0.010, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8633, loss_cls: 1.4000, loss: 1.4000, grad_norm: 7.1928 2020-08-02 21:58:14,843 - mmaction - INFO - Epoch [55][2680/3757] lr: 1.000e-03, eta: 3 days, 19:59:26, time: 2.087, data_time: 0.013, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.4038, loss: 1.4038, grad_norm: 7.2373 2020-08-02 21:58:52,459 - mmaction - INFO - Epoch [55][2700/3757] lr: 1.000e-03, eta: 3 days, 19:58:42, time: 1.883, data_time: 0.009, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8453, loss_cls: 1.4111, loss: 1.4111, grad_norm: 7.1047 2020-08-02 21:59:31,146 - mmaction - INFO - Epoch [55][2720/3757] lr: 1.000e-03, eta: 3 days, 19:58:02, time: 1.925, data_time: 0.008, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8422, loss_cls: 1.4488, loss: 1.4488, grad_norm: 7.2215 2020-08-02 22:00:11,122 - mmaction - INFO - Epoch [55][2740/3757] lr: 1.000e-03, eta: 3 days, 19:57:27, time: 2.001, data_time: 0.012, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8492, loss_cls: 1.4241, loss: 1.4241, grad_norm: 7.2155 2020-08-02 22:00:43,541 - mmaction - INFO - Epoch [55][2760/3757] lr: 1.000e-03, eta: 3 days, 19:56:23, time: 1.627, data_time: 0.016, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8430, loss_cls: 1.4124, loss: 1.4124, grad_norm: 6.9446 2020-08-02 22:01:23,457 - mmaction - INFO - Epoch [55][2780/3757] lr: 1.000e-03, eta: 3 days, 19:55:48, time: 1.997, data_time: 0.095, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8344, loss_cls: 1.5058, loss: 1.5058, grad_norm: 7.2461 2020-08-02 22:02:05,031 - mmaction - INFO - Epoch [55][2800/3757] lr: 1.000e-03, eta: 3 days, 19:55:19, time: 2.075, data_time: 0.007, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8578, loss_cls: 1.4209, loss: 1.4209, grad_norm: 6.9937 2020-08-02 22:02:43,479 - mmaction - INFO - Epoch [55][2820/3757] lr: 1.000e-03, eta: 3 days, 19:54:39, time: 1.924, data_time: 0.021, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8438, loss_cls: 1.4286, loss: 1.4286, grad_norm: 7.1120 2020-08-02 22:03:23,331 - mmaction - INFO - Epoch [55][2840/3757] lr: 1.000e-03, eta: 3 days, 19:54:03, time: 1.990, data_time: 0.023, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8617, loss_cls: 1.3794, loss: 1.3794, grad_norm: 7.0068 2020-08-02 22:04:01,671 - mmaction - INFO - Epoch [55][2860/3757] lr: 1.000e-03, eta: 3 days, 19:53:22, time: 1.922, data_time: 0.015, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8398, loss_cls: 1.5088, loss: 1.5088, grad_norm: 7.1824 2020-08-02 22:04:40,412 - mmaction - INFO - Epoch [55][2880/3757] lr: 1.000e-03, eta: 3 days, 19:52:42, time: 1.930, data_time: 0.013, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8531, loss_cls: 1.4605, loss: 1.4605, grad_norm: 7.2136 2020-08-02 22:05:20,862 - mmaction - INFO - Epoch [55][2900/3757] lr: 1.000e-03, eta: 3 days, 19:52:09, time: 2.025, data_time: 0.010, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8711, loss_cls: 1.3516, loss: 1.3516, grad_norm: 6.9424 2020-08-02 22:06:01,362 - mmaction - INFO - Epoch [55][2920/3757] lr: 1.000e-03, eta: 3 days, 19:51:37, time: 2.030, data_time: 0.010, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.4736, loss: 1.4736, grad_norm: 7.1974 2020-08-02 22:06:40,594 - mmaction - INFO - Epoch [55][2940/3757] lr: 1.000e-03, eta: 3 days, 19:50:58, time: 1.955, data_time: 0.012, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8484, loss_cls: 1.4642, loss: 1.4642, grad_norm: 7.1554 2020-08-02 22:07:19,571 - mmaction - INFO - Epoch [55][2960/3757] lr: 1.000e-03, eta: 3 days, 19:50:20, time: 1.956, data_time: 0.010, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.4205, loss: 1.4205, grad_norm: 7.0631 2020-08-02 22:08:00,318 - mmaction - INFO - Epoch [55][2980/3757] lr: 1.000e-03, eta: 3 days, 19:49:48, time: 2.032, data_time: 0.007, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8586, loss_cls: 1.3904, loss: 1.3904, grad_norm: 7.0615 2020-08-02 22:08:40,477 - mmaction - INFO - Epoch [55][3000/3757] lr: 1.000e-03, eta: 3 days, 19:49:14, time: 2.011, data_time: 0.008, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8422, loss_cls: 1.4871, loss: 1.4871, grad_norm: 7.1274 2020-08-02 22:09:17,542 - mmaction - INFO - Epoch [55][3020/3757] lr: 1.000e-03, eta: 3 days, 19:48:28, time: 1.852, data_time: 0.020, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.4004, loss: 1.4004, grad_norm: 6.8925 2020-08-02 22:09:55,725 - mmaction - INFO - Epoch [55][3040/3757] lr: 1.000e-03, eta: 3 days, 19:47:46, time: 1.910, data_time: 0.014, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8484, loss_cls: 1.3864, loss: 1.3864, grad_norm: 6.6464 2020-08-02 22:10:34,704 - mmaction - INFO - Epoch [55][3060/3757] lr: 1.000e-03, eta: 3 days, 19:47:07, time: 1.947, data_time: 0.004, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8578, loss_cls: 1.5218, loss: 1.5218, grad_norm: 7.4937 2020-08-02 22:11:13,582 - mmaction - INFO - Epoch [55][3080/3757] lr: 1.000e-03, eta: 3 days, 19:46:28, time: 1.946, data_time: 0.011, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4178, loss: 1.4178, grad_norm: 7.0378 2020-08-02 22:11:49,957 - mmaction - INFO - Epoch [55][3100/3757] lr: 1.000e-03, eta: 3 days, 19:45:39, time: 1.811, data_time: 0.004, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8664, loss_cls: 1.4156, loss: 1.4156, grad_norm: 7.3895 2020-08-02 22:12:30,981 - mmaction - INFO - Epoch [55][3120/3757] lr: 1.000e-03, eta: 3 days, 19:45:09, time: 2.059, data_time: 0.012, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8477, loss_cls: 1.4641, loss: 1.4641, grad_norm: 7.0914 2020-08-02 22:13:08,810 - mmaction - INFO - Epoch [55][3140/3757] lr: 1.000e-03, eta: 3 days, 19:44:26, time: 1.891, data_time: 0.013, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8539, loss_cls: 1.3872, loss: 1.3872, grad_norm: 6.7091 2020-08-02 22:13:48,250 - mmaction - INFO - Epoch [55][3160/3757] lr: 1.000e-03, eta: 3 days, 19:43:48, time: 1.966, data_time: 0.004, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8500, loss_cls: 1.4085, loss: 1.4085, grad_norm: 7.0999 2020-08-02 22:14:27,473 - mmaction - INFO - Epoch [55][3180/3757] lr: 1.000e-03, eta: 3 days, 19:43:11, time: 1.968, data_time: 0.010, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8438, loss_cls: 1.3980, loss: 1.3980, grad_norm: 7.0630 2020-08-02 22:15:03,124 - mmaction - INFO - Epoch [55][3200/3757] lr: 1.000e-03, eta: 3 days, 19:42:19, time: 1.784, data_time: 0.008, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3882, loss: 1.3882, grad_norm: 6.9704 2020-08-02 22:15:44,670 - mmaction - INFO - Epoch [55][3220/3757] lr: 1.000e-03, eta: 3 days, 19:41:50, time: 2.076, data_time: 0.002, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8586, loss_cls: 1.4160, loss: 1.4160, grad_norm: 7.1158 2020-08-02 22:16:27,781 - mmaction - INFO - Epoch [55][3240/3757] lr: 1.000e-03, eta: 3 days, 19:41:27, time: 2.153, data_time: 0.011, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.4096, loss: 1.4096, grad_norm: 7.0455 2020-08-02 22:17:04,619 - mmaction - INFO - Epoch [55][3260/3757] lr: 1.000e-03, eta: 3 days, 19:40:41, time: 1.846, data_time: 0.201, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4570, loss: 1.4570, grad_norm: 7.3345 2020-08-02 22:17:45,422 - mmaction - INFO - Epoch [55][3280/3757] lr: 1.000e-03, eta: 3 days, 19:40:08, time: 2.034, data_time: 0.198, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.4130, loss: 1.4130, grad_norm: 7.0203 2020-08-02 22:18:22,550 - mmaction - INFO - Epoch [55][3300/3757] lr: 1.000e-03, eta: 3 days, 19:39:23, time: 1.862, data_time: 0.076, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8539, loss_cls: 1.4351, loss: 1.4351, grad_norm: 7.0808 2020-08-02 22:19:00,702 - mmaction - INFO - Epoch [55][3320/3757] lr: 1.000e-03, eta: 3 days, 19:38:41, time: 1.904, data_time: 0.008, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8617, loss_cls: 1.3904, loss: 1.3904, grad_norm: 7.0141 2020-08-02 22:19:41,178 - mmaction - INFO - Epoch [55][3340/3757] lr: 1.000e-03, eta: 3 days, 19:38:08, time: 2.026, data_time: 0.008, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.4670, loss: 1.4670, grad_norm: 7.2670 2020-08-02 22:20:22,466 - mmaction - INFO - Epoch [55][3360/3757] lr: 1.000e-03, eta: 3 days, 19:37:37, time: 2.057, data_time: 0.009, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8500, loss_cls: 1.4305, loss: 1.4305, grad_norm: 7.0260 2020-08-02 22:21:01,604 - mmaction - INFO - Epoch [55][3380/3757] lr: 1.000e-03, eta: 3 days, 19:37:00, time: 1.966, data_time: 0.197, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8617, loss_cls: 1.3624, loss: 1.3624, grad_norm: 7.1211 2020-08-02 22:21:39,492 - mmaction - INFO - Epoch [55][3400/3757] lr: 1.000e-03, eta: 3 days, 19:36:16, time: 1.885, data_time: 0.710, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8500, loss_cls: 1.4693, loss: 1.4693, grad_norm: 7.2668 2020-08-02 22:22:16,646 - mmaction - INFO - Epoch [55][3420/3757] lr: 1.000e-03, eta: 3 days, 19:35:31, time: 1.866, data_time: 1.156, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8531, loss_cls: 1.4321, loss: 1.4321, grad_norm: 7.0135 2020-08-02 22:22:54,638 - mmaction - INFO - Epoch [55][3440/3757] lr: 1.000e-03, eta: 3 days, 19:34:49, time: 1.901, data_time: 0.366, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8445, loss_cls: 1.4536, loss: 1.4536, grad_norm: 7.0565 2020-08-02 22:23:34,924 - mmaction - INFO - Epoch [55][3460/3757] lr: 1.000e-03, eta: 3 days, 19:34:15, time: 2.010, data_time: 0.368, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.3975, loss: 1.3975, grad_norm: 6.9141 2020-08-02 22:24:14,133 - mmaction - INFO - Epoch [55][3480/3757] lr: 1.000e-03, eta: 3 days, 19:33:37, time: 1.963, data_time: 0.009, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8508, loss_cls: 1.4223, loss: 1.4223, grad_norm: 7.0702 2020-08-02 22:24:50,092 - mmaction - INFO - Epoch [55][3500/3757] lr: 1.000e-03, eta: 3 days, 19:32:47, time: 1.791, data_time: 0.009, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4431, loss: 1.4431, grad_norm: 7.1242 2020-08-02 22:25:31,633 - mmaction - INFO - Epoch [55][3520/3757] lr: 1.000e-03, eta: 3 days, 19:32:18, time: 2.080, data_time: 0.028, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8648, loss_cls: 1.3974, loss: 1.3974, grad_norm: 7.1008 2020-08-02 22:26:11,138 - mmaction - INFO - Epoch [55][3540/3757] lr: 1.000e-03, eta: 3 days, 19:31:41, time: 1.977, data_time: 0.026, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8562, loss_cls: 1.4088, loss: 1.4088, grad_norm: 7.1623 2020-08-02 22:26:51,583 - mmaction - INFO - Epoch [55][3560/3757] lr: 1.000e-03, eta: 3 days, 19:31:08, time: 2.020, data_time: 0.015, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4618, loss: 1.4618, grad_norm: 7.2681 2020-08-02 22:27:28,831 - mmaction - INFO - Epoch [55][3580/3757] lr: 1.000e-03, eta: 3 days, 19:30:23, time: 1.868, data_time: 0.027, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8516, loss_cls: 1.4578, loss: 1.4578, grad_norm: 7.3425 2020-08-02 22:28:09,163 - mmaction - INFO - Epoch [55][3600/3757] lr: 1.000e-03, eta: 3 days, 19:29:49, time: 2.009, data_time: 0.138, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.3764, loss: 1.3764, grad_norm: 6.9324 2020-08-02 22:28:48,889 - mmaction - INFO - Epoch [55][3620/3757] lr: 1.000e-03, eta: 3 days, 19:29:13, time: 1.991, data_time: 0.011, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.4591, loss: 1.4591, grad_norm: 6.9982 2020-08-02 22:29:23,794 - mmaction - INFO - Epoch [55][3640/3757] lr: 1.000e-03, eta: 3 days, 19:28:19, time: 1.742, data_time: 0.010, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3447, loss: 1.3447, grad_norm: 6.7949 2020-08-02 22:30:04,403 - mmaction - INFO - Epoch [55][3660/3757] lr: 1.000e-03, eta: 3 days, 19:27:47, time: 2.036, data_time: 0.126, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.3855, loss: 1.3855, grad_norm: 6.8252 2020-08-02 22:30:46,345 - mmaction - INFO - Epoch [55][3680/3757] lr: 1.000e-03, eta: 3 days, 19:27:19, time: 2.093, data_time: 0.035, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8477, loss_cls: 1.4054, loss: 1.4054, grad_norm: 6.9232 2020-08-02 22:31:23,336 - mmaction - INFO - Epoch [55][3700/3757] lr: 1.000e-03, eta: 3 days, 19:26:32, time: 1.847, data_time: 0.042, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8453, loss_cls: 1.4302, loss: 1.4302, grad_norm: 6.8871 2020-08-02 22:32:05,683 - mmaction - INFO - Epoch [55][3720/3757] lr: 1.000e-03, eta: 3 days, 19:26:07, time: 2.124, data_time: 0.009, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.4314, loss: 1.4314, grad_norm: 6.8180 2020-08-02 22:32:39,618 - mmaction - INFO - Epoch [55][3740/3757] lr: 1.000e-03, eta: 3 days, 19:25:09, time: 1.697, data_time: 0.010, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8523, loss_cls: 1.3675, loss: 1.3675, grad_norm: 6.7789 2020-08-02 22:33:05,739 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-08-02 22:33:59,961 - mmaction - INFO - Epoch [56][20/3757] lr: 1.000e-03, eta: 3 days, 19:22:48, time: 2.678, data_time: 1.085, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8406, loss_cls: 1.4372, loss: 1.4372, grad_norm: 7.1665 2020-08-02 22:34:41,167 - mmaction - INFO - Epoch [56][40/3757] lr: 1.000e-03, eta: 3 days, 19:22:17, time: 2.061, data_time: 0.739, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8570, loss_cls: 1.4201, loss: 1.4201, grad_norm: 7.0470 2020-08-02 22:35:18,571 - mmaction - INFO - Epoch [56][60/3757] lr: 1.000e-03, eta: 3 days, 19:21:32, time: 1.862, data_time: 0.008, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8430, loss_cls: 1.3740, loss: 1.3740, grad_norm: 6.8701 2020-08-02 22:35:59,376 - mmaction - INFO - Epoch [56][80/3757] lr: 1.000e-03, eta: 3 days, 19:21:01, time: 2.046, data_time: 0.011, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8438, loss_cls: 1.4030, loss: 1.4030, grad_norm: 6.9725 2020-08-02 22:36:37,663 - mmaction - INFO - Epoch [56][100/3757] lr: 1.000e-03, eta: 3 days, 19:20:20, time: 1.915, data_time: 0.153, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8508, loss_cls: 1.4041, loss: 1.4041, grad_norm: 6.9647 2020-08-02 22:37:19,160 - mmaction - INFO - Epoch [56][120/3757] lr: 1.000e-03, eta: 3 days, 19:19:50, time: 2.069, data_time: 0.749, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3991, loss: 1.3991, grad_norm: 6.8959 2020-08-02 22:37:55,734 - mmaction - INFO - Epoch [56][140/3757] lr: 1.000e-03, eta: 3 days, 19:19:02, time: 1.833, data_time: 1.047, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8594, loss_cls: 1.3911, loss: 1.3911, grad_norm: 6.8679 2020-08-02 22:38:37,825 - mmaction - INFO - Epoch [56][160/3757] lr: 1.000e-03, eta: 3 days, 19:18:36, time: 2.107, data_time: 0.291, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4230, loss: 1.4230, grad_norm: 7.0933 2020-08-02 22:39:16,166 - mmaction - INFO - Epoch [56][180/3757] lr: 1.000e-03, eta: 3 days, 19:17:54, time: 1.913, data_time: 0.005, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8453, loss_cls: 1.4424, loss: 1.4424, grad_norm: 7.1156 2020-08-02 22:39:57,561 - mmaction - INFO - Epoch [56][200/3757] lr: 1.000e-03, eta: 3 days, 19:17:25, time: 2.071, data_time: 0.013, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.3408, loss: 1.3408, grad_norm: 6.8040 2020-08-02 22:40:34,513 - mmaction - INFO - Epoch [56][220/3757] lr: 1.000e-03, eta: 3 days, 19:16:38, time: 1.847, data_time: 0.005, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.2972, loss: 1.2972, grad_norm: 6.6855 2020-08-02 22:41:13,353 - mmaction - INFO - Epoch [56][240/3757] lr: 1.000e-03, eta: 3 days, 19:15:59, time: 1.945, data_time: 0.010, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8578, loss_cls: 1.3979, loss: 1.3979, grad_norm: 6.8614 2020-08-02 22:41:53,686 - mmaction - INFO - Epoch [56][260/3757] lr: 1.000e-03, eta: 3 days, 19:15:26, time: 2.016, data_time: 0.054, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3708, loss: 1.3708, grad_norm: 6.7472 2020-08-02 22:42:31,547 - mmaction - INFO - Epoch [56][280/3757] lr: 1.000e-03, eta: 3 days, 19:14:42, time: 1.890, data_time: 0.003, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8602, loss_cls: 1.4236, loss: 1.4236, grad_norm: 7.2464 2020-08-02 22:43:12,397 - mmaction - INFO - Epoch [56][300/3757] lr: 1.000e-03, eta: 3 days, 19:14:11, time: 2.043, data_time: 0.057, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.3501, loss: 1.3501, grad_norm: 6.8243 2020-08-02 22:43:46,777 - mmaction - INFO - Epoch [56][320/3757] lr: 1.000e-03, eta: 3 days, 19:13:15, time: 1.714, data_time: 0.010, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4724, loss: 1.4724, grad_norm: 7.3666 2020-08-02 22:44:29,499 - mmaction - INFO - Epoch [56][340/3757] lr: 1.000e-03, eta: 3 days, 19:12:50, time: 2.143, data_time: 0.104, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8508, loss_cls: 1.3882, loss: 1.3882, grad_norm: 6.9044 2020-08-02 22:45:08,248 - mmaction - INFO - Epoch [56][360/3757] lr: 1.000e-03, eta: 3 days, 19:12:11, time: 1.936, data_time: 0.010, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8477, loss_cls: 1.4399, loss: 1.4399, grad_norm: 6.9714 2020-08-02 22:45:48,875 - mmaction - INFO - Epoch [56][380/3757] lr: 1.000e-03, eta: 3 days, 19:11:38, time: 2.030, data_time: 0.009, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.3952, loss: 1.3952, grad_norm: 7.0574 2020-08-02 22:46:24,664 - mmaction - INFO - Epoch [56][400/3757] lr: 1.000e-03, eta: 3 days, 19:10:47, time: 1.782, data_time: 0.009, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8461, loss_cls: 1.3752, loss: 1.3752, grad_norm: 6.8643 2020-08-02 22:47:00,036 - mmaction - INFO - Epoch [56][420/3757] lr: 1.000e-03, eta: 3 days, 19:09:55, time: 1.780, data_time: 0.013, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8547, loss_cls: 1.3906, loss: 1.3906, grad_norm: 6.9874 2020-08-02 22:47:40,328 - mmaction - INFO - Epoch [56][440/3757] lr: 1.000e-03, eta: 3 days, 19:09:22, time: 2.014, data_time: 0.009, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3827, loss: 1.3827, grad_norm: 6.8585 2020-08-02 22:48:18,665 - mmaction - INFO - Epoch [56][460/3757] lr: 1.000e-03, eta: 3 days, 19:08:40, time: 1.908, data_time: 0.008, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8359, loss_cls: 1.4349, loss: 1.4349, grad_norm: 7.1177 2020-08-02 22:48:58,411 - mmaction - INFO - Epoch [56][480/3757] lr: 1.000e-03, eta: 3 days, 19:08:04, time: 1.993, data_time: 0.011, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8680, loss_cls: 1.3393, loss: 1.3393, grad_norm: 7.0624 2020-08-02 22:49:38,415 - mmaction - INFO - Epoch [56][500/3757] lr: 1.000e-03, eta: 3 days, 19:07:30, time: 2.002, data_time: 0.009, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.3387, loss: 1.3387, grad_norm: 6.9706 2020-08-02 22:50:20,310 - mmaction - INFO - Epoch [56][520/3757] lr: 1.000e-03, eta: 3 days, 19:07:01, time: 2.090, data_time: 0.030, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8656, loss_cls: 1.3840, loss: 1.3840, grad_norm: 7.1298 2020-08-02 22:50:57,517 - mmaction - INFO - Epoch [56][540/3757] lr: 1.000e-03, eta: 3 days, 19:06:16, time: 1.858, data_time: 0.010, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8430, loss_cls: 1.4464, loss: 1.4464, grad_norm: 7.0796 2020-08-02 22:51:36,939 - mmaction - INFO - Epoch [56][560/3757] lr: 1.000e-03, eta: 3 days, 19:05:39, time: 1.976, data_time: 0.011, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.4268, loss: 1.4268, grad_norm: 7.1995 2020-08-02 22:52:14,581 - mmaction - INFO - Epoch [56][580/3757] lr: 1.000e-03, eta: 3 days, 19:04:56, time: 1.885, data_time: 0.006, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8367, loss_cls: 1.4129, loss: 1.4129, grad_norm: 6.9474 2020-08-02 22:52:54,775 - mmaction - INFO - Epoch [56][600/3757] lr: 1.000e-03, eta: 3 days, 19:04:21, time: 2.004, data_time: 0.003, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8461, loss_cls: 1.4050, loss: 1.4050, grad_norm: 6.9357 2020-08-02 22:53:35,028 - mmaction - INFO - Epoch [56][620/3757] lr: 1.000e-03, eta: 3 days, 19:03:47, time: 2.011, data_time: 0.008, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.3632, loss: 1.3632, grad_norm: 6.7755 2020-08-02 22:54:13,897 - mmaction - INFO - Epoch [56][640/3757] lr: 1.000e-03, eta: 3 days, 19:03:08, time: 1.949, data_time: 0.017, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8422, loss_cls: 1.4483, loss: 1.4483, grad_norm: 7.1997 2020-08-02 22:54:52,751 - mmaction - INFO - Epoch [56][660/3757] lr: 1.000e-03, eta: 3 days, 19:02:29, time: 1.940, data_time: 0.017, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8375, loss_cls: 1.4569, loss: 1.4569, grad_norm: 7.2197 2020-08-02 22:55:33,828 - mmaction - INFO - Epoch [56][680/3757] lr: 1.000e-03, eta: 3 days, 19:01:58, time: 2.055, data_time: 0.298, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8469, loss_cls: 1.4737, loss: 1.4737, grad_norm: 7.3478 2020-08-02 22:56:09,650 - mmaction - INFO - Epoch [56][700/3757] lr: 1.000e-03, eta: 3 days, 19:01:08, time: 1.793, data_time: 0.118, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8664, loss_cls: 1.3229, loss: 1.3229, grad_norm: 6.9606 2020-08-02 22:56:50,605 - mmaction - INFO - Epoch [56][720/3757] lr: 1.000e-03, eta: 3 days, 19:00:36, time: 2.042, data_time: 0.319, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8602, loss_cls: 1.3271, loss: 1.3271, grad_norm: 6.8239 2020-08-02 22:57:29,426 - mmaction - INFO - Epoch [56][740/3757] lr: 1.000e-03, eta: 3 days, 18:59:57, time: 1.948, data_time: 0.619, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8297, loss_cls: 1.5392, loss: 1.5392, grad_norm: 7.4442 2020-08-02 22:58:08,917 - mmaction - INFO - Epoch [56][760/3757] lr: 1.000e-03, eta: 3 days, 18:59:20, time: 1.971, data_time: 0.092, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8688, loss_cls: 1.3487, loss: 1.3487, grad_norm: 6.9694 2020-08-02 22:58:48,340 - mmaction - INFO - Epoch [56][780/3757] lr: 1.000e-03, eta: 3 days, 18:58:43, time: 1.972, data_time: 0.200, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8570, loss_cls: 1.4247, loss: 1.4247, grad_norm: 7.2399 2020-08-02 22:59:27,802 - mmaction - INFO - Epoch [56][800/3757] lr: 1.000e-03, eta: 3 days, 18:58:06, time: 1.975, data_time: 0.008, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8492, loss_cls: 1.4496, loss: 1.4496, grad_norm: 7.2641 2020-08-02 23:00:10,543 - mmaction - INFO - Epoch [56][820/3757] lr: 1.000e-03, eta: 3 days, 18:57:41, time: 2.129, data_time: 0.009, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8242, loss_cls: 1.5573, loss: 1.5573, grad_norm: 7.3900 2020-08-02 23:00:51,587 - mmaction - INFO - Epoch [56][840/3757] lr: 1.000e-03, eta: 3 days, 18:57:10, time: 2.062, data_time: 0.030, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8695, loss_cls: 1.3357, loss: 1.3357, grad_norm: 7.1184 2020-08-02 23:01:28,649 - mmaction - INFO - Epoch [56][860/3757] lr: 1.000e-03, eta: 3 days, 18:56:24, time: 1.852, data_time: 0.002, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8383, loss_cls: 1.4382, loss: 1.4382, grad_norm: 7.2050 2020-08-02 23:02:11,344 - mmaction - INFO - Epoch [56][880/3757] lr: 1.000e-03, eta: 3 days, 18:55:59, time: 2.128, data_time: 0.008, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3847, loss: 1.3847, grad_norm: 7.1710 2020-08-02 23:02:48,684 - mmaction - INFO - Epoch [56][900/3757] lr: 1.000e-03, eta: 3 days, 18:55:14, time: 1.874, data_time: 0.009, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8492, loss_cls: 1.3862, loss: 1.3862, grad_norm: 7.1115 2020-08-02 23:03:26,661 - mmaction - INFO - Epoch [56][920/3757] lr: 1.000e-03, eta: 3 days, 18:54:32, time: 1.898, data_time: 0.008, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8461, loss_cls: 1.4056, loss: 1.4056, grad_norm: 6.8916 2020-08-02 23:04:08,167 - mmaction - INFO - Epoch [56][940/3757] lr: 1.000e-03, eta: 3 days, 18:54:03, time: 2.076, data_time: 0.003, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8508, loss_cls: 1.4388, loss: 1.4388, grad_norm: 7.1372 2020-08-02 23:04:46,733 - mmaction - INFO - Epoch [56][960/3757] lr: 1.000e-03, eta: 3 days, 18:53:22, time: 1.928, data_time: 0.008, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8461, loss_cls: 1.4368, loss: 1.4368, grad_norm: 7.2931 2020-08-02 23:05:23,227 - mmaction - INFO - Epoch [56][980/3757] lr: 1.000e-03, eta: 3 days, 18:52:34, time: 1.820, data_time: 0.009, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8500, loss_cls: 1.4307, loss: 1.4307, grad_norm: 7.3034 2020-08-02 23:06:01,729 - mmaction - INFO - Epoch [56][1000/3757] lr: 1.000e-03, eta: 3 days, 18:51:54, time: 1.931, data_time: 0.009, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8547, loss_cls: 1.4159, loss: 1.4159, grad_norm: 7.2037 2020-08-02 23:06:39,804 - mmaction - INFO - Epoch [56][1020/3757] lr: 1.000e-03, eta: 3 days, 18:51:11, time: 1.897, data_time: 0.008, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.3950, loss: 1.3950, grad_norm: 7.0114 2020-08-02 23:07:19,274 - mmaction - INFO - Epoch [56][1040/3757] lr: 1.000e-03, eta: 3 days, 18:50:35, time: 1.980, data_time: 0.094, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8578, loss_cls: 1.3679, loss: 1.3679, grad_norm: 6.9318 2020-08-02 23:07:56,731 - mmaction - INFO - Epoch [56][1060/3757] lr: 1.000e-03, eta: 3 days, 18:49:50, time: 1.864, data_time: 0.073, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.3994, loss: 1.3994, grad_norm: 7.1390 2020-08-02 23:08:37,309 - mmaction - INFO - Epoch [56][1080/3757] lr: 1.000e-03, eta: 3 days, 18:49:18, time: 2.037, data_time: 0.928, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8602, loss_cls: 1.3209, loss: 1.3209, grad_norm: 6.8956 2020-08-02 23:09:11,849 - mmaction - INFO - Epoch [56][1100/3757] lr: 1.000e-03, eta: 3 days, 18:48:22, time: 1.722, data_time: 1.139, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8430, loss_cls: 1.4197, loss: 1.4197, grad_norm: 7.1674 2020-08-02 23:09:50,771 - mmaction - INFO - Epoch [56][1120/3757] lr: 1.000e-03, eta: 3 days, 18:47:44, time: 1.952, data_time: 0.439, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.3663, loss: 1.3663, grad_norm: 6.9559 2020-08-02 23:10:31,402 - mmaction - INFO - Epoch [56][1140/3757] lr: 1.000e-03, eta: 3 days, 18:47:11, time: 2.029, data_time: 0.188, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3625, loss: 1.3625, grad_norm: 7.1414 2020-08-02 23:11:10,115 - mmaction - INFO - Epoch [56][1160/3757] lr: 1.000e-03, eta: 3 days, 18:46:32, time: 1.939, data_time: 0.371, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8648, loss_cls: 1.3943, loss: 1.3943, grad_norm: 6.9973 2020-08-02 23:11:50,660 - mmaction - INFO - Epoch [56][1180/3757] lr: 1.000e-03, eta: 3 days, 18:45:58, time: 2.022, data_time: 0.486, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8461, loss_cls: 1.4524, loss: 1.4524, grad_norm: 7.1612 2020-08-02 23:12:28,219 - mmaction - INFO - Epoch [56][1200/3757] lr: 1.000e-03, eta: 3 days, 18:45:14, time: 1.880, data_time: 1.083, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8594, loss_cls: 1.3638, loss: 1.3638, grad_norm: 7.0377 2020-08-02 23:13:07,306 - mmaction - INFO - Epoch [56][1220/3757] lr: 1.000e-03, eta: 3 days, 18:44:36, time: 1.948, data_time: 1.353, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.4560, loss: 1.4560, grad_norm: 7.3414 2020-08-02 23:13:47,027 - mmaction - INFO - Epoch [56][1240/3757] lr: 1.000e-03, eta: 3 days, 18:44:00, time: 1.993, data_time: 1.251, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8656, loss_cls: 1.3466, loss: 1.3466, grad_norm: 6.9661 2020-08-02 23:14:26,960 - mmaction - INFO - Epoch [56][1260/3757] lr: 1.000e-03, eta: 3 days, 18:43:25, time: 1.999, data_time: 0.977, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8469, loss_cls: 1.4300, loss: 1.4300, grad_norm: 6.9813 2020-08-02 23:15:03,765 - mmaction - INFO - Epoch [56][1280/3757] lr: 1.000e-03, eta: 3 days, 18:42:38, time: 1.840, data_time: 0.725, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.4753, loss: 1.4753, grad_norm: 7.1750 2020-08-02 23:15:46,027 - mmaction - INFO - Epoch [56][1300/3757] lr: 1.000e-03, eta: 3 days, 18:42:12, time: 2.114, data_time: 0.371, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8477, loss_cls: 1.4661, loss: 1.4661, grad_norm: 7.1962 2020-08-02 23:16:25,380 - mmaction - INFO - Epoch [56][1320/3757] lr: 1.000e-03, eta: 3 days, 18:41:34, time: 1.960, data_time: 0.008, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8305, loss_cls: 1.4830, loss: 1.4830, grad_norm: 7.0904 2020-08-02 23:17:02,592 - mmaction - INFO - Epoch [56][1340/3757] lr: 1.000e-03, eta: 3 days, 18:40:49, time: 1.867, data_time: 0.010, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8492, loss_cls: 1.4317, loss: 1.4317, grad_norm: 7.1387 2020-08-02 23:17:43,236 - mmaction - INFO - Epoch [56][1360/3757] lr: 1.000e-03, eta: 3 days, 18:40:16, time: 2.028, data_time: 0.008, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8570, loss_cls: 1.4248, loss: 1.4248, grad_norm: 7.2090 2020-08-02 23:18:27,406 - mmaction - INFO - Epoch [56][1380/3757] lr: 1.000e-03, eta: 3 days, 18:39:56, time: 2.213, data_time: 0.010, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.3781, loss: 1.3781, grad_norm: 6.8247 2020-08-02 23:19:05,920 - mmaction - INFO - Epoch [56][1400/3757] lr: 1.000e-03, eta: 3 days, 18:39:16, time: 1.924, data_time: 0.005, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.3882, loss: 1.3882, grad_norm: 7.1032 2020-08-02 23:19:44,155 - mmaction - INFO - Epoch [56][1420/3757] lr: 1.000e-03, eta: 3 days, 18:38:34, time: 1.909, data_time: 0.005, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8430, loss_cls: 1.4710, loss: 1.4710, grad_norm: 7.2125 2020-08-02 23:20:21,660 - mmaction - INFO - Epoch [56][1440/3757] lr: 1.000e-03, eta: 3 days, 18:37:50, time: 1.879, data_time: 0.010, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8445, loss_cls: 1.4780, loss: 1.4780, grad_norm: 7.3160 2020-08-02 23:21:01,481 - mmaction - INFO - Epoch [56][1460/3757] lr: 1.000e-03, eta: 3 days, 18:37:15, time: 1.992, data_time: 0.003, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8641, loss_cls: 1.3396, loss: 1.3396, grad_norm: 6.7490 2020-08-02 23:21:38,505 - mmaction - INFO - Epoch [56][1480/3757] lr: 1.000e-03, eta: 3 days, 18:36:29, time: 1.851, data_time: 0.366, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.4670, loss: 1.4670, grad_norm: 7.0003 2020-08-02 23:22:17,998 - mmaction - INFO - Epoch [56][1500/3757] lr: 1.000e-03, eta: 3 days, 18:35:52, time: 1.975, data_time: 0.036, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8602, loss_cls: 1.3966, loss: 1.3966, grad_norm: 7.1472 2020-08-02 23:22:57,320 - mmaction - INFO - Epoch [56][1520/3757] lr: 1.000e-03, eta: 3 days, 18:35:14, time: 1.966, data_time: 0.003, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.4131, loss: 1.4131, grad_norm: 7.0885 2020-08-02 23:23:36,060 - mmaction - INFO - Epoch [56][1540/3757] lr: 1.000e-03, eta: 3 days, 18:34:35, time: 1.935, data_time: 0.016, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8438, loss_cls: 1.4437, loss: 1.4437, grad_norm: 7.1436 2020-08-02 23:24:11,851 - mmaction - INFO - Epoch [56][1560/3757] lr: 1.000e-03, eta: 3 days, 18:33:44, time: 1.790, data_time: 0.006, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.3423, loss: 1.3423, grad_norm: 6.8421 2020-08-02 23:24:50,695 - mmaction - INFO - Epoch [56][1580/3757] lr: 1.000e-03, eta: 3 days, 18:33:05, time: 1.943, data_time: 0.009, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8414, loss_cls: 1.5104, loss: 1.5104, grad_norm: 7.4600 2020-08-02 23:25:29,115 - mmaction - INFO - Epoch [56][1600/3757] lr: 1.000e-03, eta: 3 days, 18:32:24, time: 1.914, data_time: 0.002, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.4731, loss: 1.4731, grad_norm: 7.2831 2020-08-02 23:26:08,945 - mmaction - INFO - Epoch [56][1620/3757] lr: 1.000e-03, eta: 3 days, 18:31:49, time: 1.999, data_time: 0.010, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8539, loss_cls: 1.3615, loss: 1.3615, grad_norm: 6.9405 2020-08-02 23:26:48,940 - mmaction - INFO - Epoch [56][1640/3757] lr: 1.000e-03, eta: 3 days, 18:31:13, time: 1.991, data_time: 0.010, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8289, loss_cls: 1.5142, loss: 1.5142, grad_norm: 7.2060 2020-08-02 23:27:25,445 - mmaction - INFO - Epoch [56][1660/3757] lr: 1.000e-03, eta: 3 days, 18:30:26, time: 1.833, data_time: 0.032, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.4039, loss: 1.4039, grad_norm: 6.8042 2020-08-02 23:28:07,031 - mmaction - INFO - Epoch [56][1680/3757] lr: 1.000e-03, eta: 3 days, 18:29:56, time: 2.076, data_time: 0.009, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8422, loss_cls: 1.4755, loss: 1.4755, grad_norm: 7.1364 2020-08-02 23:28:46,032 - mmaction - INFO - Epoch [56][1700/3757] lr: 1.000e-03, eta: 3 days, 18:29:18, time: 1.954, data_time: 0.212, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8562, loss_cls: 1.4276, loss: 1.4276, grad_norm: 7.2058 2020-08-02 23:29:26,285 - mmaction - INFO - Epoch [56][1720/3757] lr: 1.000e-03, eta: 3 days, 18:28:43, time: 2.007, data_time: 0.007, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8586, loss_cls: 1.3862, loss: 1.3862, grad_norm: 6.9879 2020-08-02 23:29:59,814 - mmaction - INFO - Epoch [56][1740/3757] lr: 1.000e-03, eta: 3 days, 18:27:46, time: 1.682, data_time: 0.009, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8641, loss_cls: 1.3442, loss: 1.3442, grad_norm: 6.8421 2020-08-02 23:30:42,140 - mmaction - INFO - Epoch [56][1760/3757] lr: 1.000e-03, eta: 3 days, 18:27:19, time: 2.111, data_time: 0.346, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8625, loss_cls: 1.3572, loss: 1.3572, grad_norm: 7.1124 2020-08-02 23:31:20,511 - mmaction - INFO - Epoch [56][1780/3757] lr: 1.000e-03, eta: 3 days, 18:26:38, time: 1.924, data_time: 0.014, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4350, loss: 1.4350, grad_norm: 7.2465 2020-08-02 23:31:56,759 - mmaction - INFO - Epoch [56][1800/3757] lr: 1.000e-03, eta: 3 days, 18:25:49, time: 1.809, data_time: 0.009, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3717, loss: 1.3717, grad_norm: 6.7427 2020-08-02 23:32:37,224 - mmaction - INFO - Epoch [56][1820/3757] lr: 1.000e-03, eta: 3 days, 18:25:15, time: 2.019, data_time: 0.009, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8461, loss_cls: 1.4528, loss: 1.4528, grad_norm: 7.0224 2020-08-02 23:33:16,447 - mmaction - INFO - Epoch [56][1840/3757] lr: 1.000e-03, eta: 3 days, 18:24:38, time: 1.970, data_time: 0.052, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8555, loss_cls: 1.4185, loss: 1.4185, grad_norm: 7.3082 2020-08-02 23:33:56,305 - mmaction - INFO - Epoch [56][1860/3757] lr: 1.000e-03, eta: 3 days, 18:24:02, time: 1.989, data_time: 0.067, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8570, loss_cls: 1.4353, loss: 1.4353, grad_norm: 7.3626 2020-08-02 23:34:33,814 - mmaction - INFO - Epoch [56][1880/3757] lr: 1.000e-03, eta: 3 days, 18:23:19, time: 1.878, data_time: 0.138, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3774, loss: 1.3774, grad_norm: 7.0640 2020-08-02 23:35:13,290 - mmaction - INFO - Epoch [56][1900/3757] lr: 1.000e-03, eta: 3 days, 18:22:41, time: 1.968, data_time: 0.592, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8406, loss_cls: 1.5482, loss: 1.5482, grad_norm: 7.4682 2020-08-02 23:35:55,213 - mmaction - INFO - Epoch [56][1920/3757] lr: 1.000e-03, eta: 3 days, 18:22:13, time: 2.099, data_time: 0.960, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8656, loss_cls: 1.3662, loss: 1.3662, grad_norm: 7.0483 2020-08-02 23:36:34,686 - mmaction - INFO - Epoch [56][1940/3757] lr: 1.000e-03, eta: 3 days, 18:21:36, time: 1.975, data_time: 0.040, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8586, loss_cls: 1.3906, loss: 1.3906, grad_norm: 7.1427 2020-08-02 23:37:13,055 - mmaction - INFO - Epoch [56][1960/3757] lr: 1.000e-03, eta: 3 days, 18:20:55, time: 1.915, data_time: 0.014, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8523, loss_cls: 1.3155, loss: 1.3155, grad_norm: 6.8168 2020-08-02 23:37:47,939 - mmaction - INFO - Epoch [56][1980/3757] lr: 1.000e-03, eta: 3 days, 18:20:02, time: 1.750, data_time: 0.009, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3576, loss: 1.3576, grad_norm: 7.0228 2020-08-02 23:38:28,002 - mmaction - INFO - Epoch [56][2000/3757] lr: 1.000e-03, eta: 3 days, 18:19:27, time: 1.994, data_time: 0.227, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8664, loss_cls: 1.2730, loss: 1.2730, grad_norm: 6.8360 2020-08-02 23:39:05,373 - mmaction - INFO - Epoch [56][2020/3757] lr: 1.000e-03, eta: 3 days, 18:18:43, time: 1.876, data_time: 0.774, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8359, loss_cls: 1.4749, loss: 1.4749, grad_norm: 7.4243 2020-08-02 23:39:41,316 - mmaction - INFO - Epoch [56][2040/3757] lr: 1.000e-03, eta: 3 days, 18:17:53, time: 1.791, data_time: 1.154, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.5063, loss: 1.5063, grad_norm: 7.2500 2020-08-02 23:40:22,464 - mmaction - INFO - Epoch [56][2060/3757] lr: 1.000e-03, eta: 3 days, 18:17:22, time: 2.062, data_time: 0.791, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8656, loss_cls: 1.3444, loss: 1.3444, grad_norm: 7.2396 2020-08-02 23:41:00,893 - mmaction - INFO - Epoch [56][2080/3757] lr: 1.000e-03, eta: 3 days, 18:16:42, time: 1.925, data_time: 0.591, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8492, loss_cls: 1.3945, loss: 1.3945, grad_norm: 7.0356 2020-08-02 23:41:38,632 - mmaction - INFO - Epoch [56][2100/3757] lr: 1.000e-03, eta: 3 days, 18:15:58, time: 1.877, data_time: 0.976, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8578, loss_cls: 1.4293, loss: 1.4293, grad_norm: 7.2434 2020-08-02 23:42:16,493 - mmaction - INFO - Epoch [56][2120/3757] lr: 1.000e-03, eta: 3 days, 18:15:16, time: 1.900, data_time: 1.284, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.3940, loss: 1.3940, grad_norm: 6.9988 2020-08-02 23:42:54,535 - mmaction - INFO - Epoch [56][2140/3757] lr: 1.000e-03, eta: 3 days, 18:14:33, time: 1.894, data_time: 1.185, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8570, loss_cls: 1.3786, loss: 1.3786, grad_norm: 7.0850 2020-08-02 23:43:35,934 - mmaction - INFO - Epoch [56][2160/3757] lr: 1.000e-03, eta: 3 days, 18:14:03, time: 2.072, data_time: 0.342, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8633, loss_cls: 1.3243, loss: 1.3243, grad_norm: 6.7504 2020-08-02 23:44:13,948 - mmaction - INFO - Epoch [56][2180/3757] lr: 1.000e-03, eta: 3 days, 18:13:21, time: 1.908, data_time: 0.053, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8516, loss_cls: 1.4025, loss: 1.4025, grad_norm: 6.9763 2020-08-02 23:44:56,017 - mmaction - INFO - Epoch [56][2200/3757] lr: 1.000e-03, eta: 3 days, 18:12:53, time: 2.095, data_time: 0.009, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8594, loss_cls: 1.3871, loss: 1.3871, grad_norm: 7.0526 2020-08-02 23:45:32,353 - mmaction - INFO - Epoch [56][2220/3757] lr: 1.000e-03, eta: 3 days, 18:12:05, time: 1.826, data_time: 0.013, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4560, loss: 1.4560, grad_norm: 7.0340 2020-08-02 23:46:11,928 - mmaction - INFO - Epoch [56][2240/3757] lr: 1.000e-03, eta: 3 days, 18:11:28, time: 1.969, data_time: 0.009, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8469, loss_cls: 1.3936, loss: 1.3936, grad_norm: 7.0057 2020-08-02 23:46:49,653 - mmaction - INFO - Epoch [56][2260/3757] lr: 1.000e-03, eta: 3 days, 18:10:46, time: 1.894, data_time: 0.020, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8578, loss_cls: 1.4361, loss: 1.4361, grad_norm: 7.1851 2020-08-02 23:47:31,447 - mmaction - INFO - Epoch [56][2280/3757] lr: 1.000e-03, eta: 3 days, 18:10:16, time: 2.082, data_time: 0.010, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4437, loss: 1.4437, grad_norm: 6.9937 2020-08-02 23:48:11,529 - mmaction - INFO - Epoch [56][2300/3757] lr: 1.000e-03, eta: 3 days, 18:09:42, time: 2.011, data_time: 0.163, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8461, loss_cls: 1.5074, loss: 1.5074, grad_norm: 7.2938 2020-08-02 23:48:50,702 - mmaction - INFO - Epoch [56][2320/3757] lr: 1.000e-03, eta: 3 days, 18:09:03, time: 1.953, data_time: 0.950, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8539, loss_cls: 1.3823, loss: 1.3823, grad_norm: 7.0046 2020-08-02 23:49:27,661 - mmaction - INFO - Epoch [56][2340/3757] lr: 1.000e-03, eta: 3 days, 18:08:18, time: 1.854, data_time: 0.982, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.4414, loss: 1.4414, grad_norm: 7.1674 2020-08-02 23:50:07,341 - mmaction - INFO - Epoch [56][2360/3757] lr: 1.000e-03, eta: 3 days, 18:07:42, time: 1.987, data_time: 1.192, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8414, loss_cls: 1.4238, loss: 1.4238, grad_norm: 7.0916 2020-08-02 23:50:48,904 - mmaction - INFO - Epoch [56][2380/3757] lr: 1.000e-03, eta: 3 days, 18:07:12, time: 2.078, data_time: 1.082, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8602, loss_cls: 1.3575, loss: 1.3575, grad_norm: 6.9683 2020-08-02 23:51:23,929 - mmaction - INFO - Epoch [56][2400/3757] lr: 1.000e-03, eta: 3 days, 18:06:19, time: 1.747, data_time: 0.033, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3458, loss: 1.3458, grad_norm: 6.8030 2020-08-02 23:52:04,230 - mmaction - INFO - Epoch [56][2420/3757] lr: 1.000e-03, eta: 3 days, 18:05:45, time: 2.018, data_time: 0.035, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.3830, loss: 1.3830, grad_norm: 6.9542 2020-08-02 23:52:43,405 - mmaction - INFO - Epoch [56][2440/3757] lr: 1.000e-03, eta: 3 days, 18:05:07, time: 1.952, data_time: 0.034, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4524, loss: 1.4524, grad_norm: 7.2084 2020-08-02 23:53:22,887 - mmaction - INFO - Epoch [56][2460/3757] lr: 1.000e-03, eta: 3 days, 18:04:30, time: 1.976, data_time: 0.011, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8703, loss_cls: 1.3477, loss: 1.3477, grad_norm: 7.0797 2020-08-02 23:53:59,295 - mmaction - INFO - Epoch [56][2480/3757] lr: 1.000e-03, eta: 3 days, 18:03:42, time: 1.825, data_time: 0.020, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.3997, loss: 1.3997, grad_norm: 6.9564 2020-08-02 23:54:43,005 - mmaction - INFO - Epoch [56][2500/3757] lr: 1.000e-03, eta: 3 days, 18:03:20, time: 2.184, data_time: 0.007, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8586, loss_cls: 1.3812, loss: 1.3812, grad_norm: 7.0963 2020-08-02 23:55:19,325 - mmaction - INFO - Epoch [56][2520/3757] lr: 1.000e-03, eta: 3 days, 18:02:32, time: 1.812, data_time: 0.011, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8539, loss_cls: 1.4132, loss: 1.4132, grad_norm: 7.3192 2020-08-02 23:55:58,978 - mmaction - INFO - Epoch [56][2540/3757] lr: 1.000e-03, eta: 3 days, 18:01:56, time: 1.989, data_time: 0.040, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8336, loss_cls: 1.4635, loss: 1.4635, grad_norm: 7.3387 2020-08-02 23:56:38,137 - mmaction - INFO - Epoch [56][2560/3757] lr: 1.000e-03, eta: 3 days, 18:01:18, time: 1.960, data_time: 0.013, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4401, loss: 1.4401, grad_norm: 7.4317 2020-08-02 23:57:13,749 - mmaction - INFO - Epoch [56][2580/3757] lr: 1.000e-03, eta: 3 days, 18:00:27, time: 1.781, data_time: 0.127, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8367, loss_cls: 1.4412, loss: 1.4412, grad_norm: 7.0201 2020-08-02 23:57:54,333 - mmaction - INFO - Epoch [56][2600/3757] lr: 1.000e-03, eta: 3 days, 17:59:54, time: 2.021, data_time: 0.079, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8602, loss_cls: 1.3926, loss: 1.3926, grad_norm: 7.0031 2020-08-02 23:58:32,726 - mmaction - INFO - Epoch [56][2620/3757] lr: 1.000e-03, eta: 3 days, 17:59:13, time: 1.926, data_time: 0.132, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8445, loss_cls: 1.4261, loss: 1.4261, grad_norm: 7.1747 2020-08-02 23:59:12,138 - mmaction - INFO - Epoch [56][2640/3757] lr: 1.000e-03, eta: 3 days, 17:58:36, time: 1.965, data_time: 0.801, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.3856, loss: 1.3856, grad_norm: 7.3366 2020-08-02 23:59:50,335 - mmaction - INFO - Epoch [56][2660/3757] lr: 1.000e-03, eta: 3 days, 17:57:55, time: 1.917, data_time: 0.282, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4548, loss: 1.4548, grad_norm: 7.1354 2020-08-03 00:00:26,962 - mmaction - INFO - Epoch [56][2680/3757] lr: 1.000e-03, eta: 3 days, 17:57:07, time: 1.814, data_time: 0.081, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8375, loss_cls: 1.4720, loss: 1.4720, grad_norm: 7.1106 2020-08-03 00:01:04,040 - mmaction - INFO - Epoch [56][2700/3757] lr: 1.000e-03, eta: 3 days, 17:56:22, time: 1.867, data_time: 0.032, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.4025, loss: 1.4025, grad_norm: 6.9657 2020-08-03 00:01:45,004 - mmaction - INFO - Epoch [56][2720/3757] lr: 1.000e-03, eta: 3 days, 17:55:50, time: 2.046, data_time: 0.011, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8477, loss_cls: 1.4030, loss: 1.4030, grad_norm: 7.2207 2020-08-03 00:02:19,431 - mmaction - INFO - Epoch [56][2740/3757] lr: 1.000e-03, eta: 3 days, 17:54:56, time: 1.725, data_time: 0.009, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8609, loss_cls: 1.4018, loss: 1.4018, grad_norm: 7.3587 2020-08-03 00:03:00,297 - mmaction - INFO - Epoch [56][2760/3757] lr: 1.000e-03, eta: 3 days, 17:54:24, time: 2.043, data_time: 0.129, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8711, loss_cls: 1.3104, loss: 1.3104, grad_norm: 6.8187 2020-08-03 00:03:41,641 - mmaction - INFO - Epoch [56][2780/3757] lr: 1.000e-03, eta: 3 days, 17:53:53, time: 2.059, data_time: 0.057, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8227, loss_cls: 1.5838, loss: 1.5838, grad_norm: 7.6696 2020-08-03 00:04:19,597 - mmaction - INFO - Epoch [56][2800/3757] lr: 1.000e-03, eta: 3 days, 17:53:11, time: 1.907, data_time: 0.012, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8398, loss_cls: 1.4614, loss: 1.4614, grad_norm: 7.1215 2020-08-03 00:04:58,955 - mmaction - INFO - Epoch [56][2820/3757] lr: 1.000e-03, eta: 3 days, 17:52:33, time: 1.965, data_time: 0.009, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8359, loss_cls: 1.4593, loss: 1.4593, grad_norm: 7.3726 2020-08-03 00:05:38,763 - mmaction - INFO - Epoch [56][2840/3757] lr: 1.000e-03, eta: 3 days, 17:51:58, time: 1.995, data_time: 0.008, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4773, loss: 1.4773, grad_norm: 7.0960 2020-08-03 00:06:18,904 - mmaction - INFO - Epoch [56][2860/3757] lr: 1.000e-03, eta: 3 days, 17:51:22, time: 1.997, data_time: 0.013, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4657, loss: 1.4657, grad_norm: 6.9409 2020-08-03 00:06:55,831 - mmaction - INFO - Epoch [56][2880/3757] lr: 1.000e-03, eta: 3 days, 17:50:37, time: 1.855, data_time: 0.011, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8461, loss_cls: 1.4314, loss: 1.4314, grad_norm: 7.1450 2020-08-03 00:07:33,754 - mmaction - INFO - Epoch [56][2900/3757] lr: 1.000e-03, eta: 3 days, 17:49:55, time: 1.892, data_time: 0.007, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.4304, loss: 1.4304, grad_norm: 7.0484 2020-08-03 00:08:11,831 - mmaction - INFO - Epoch [56][2920/3757] lr: 1.000e-03, eta: 3 days, 17:49:13, time: 1.908, data_time: 0.006, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8672, loss_cls: 1.3620, loss: 1.3620, grad_norm: 7.0469 2020-08-03 00:08:51,135 - mmaction - INFO - Epoch [56][2940/3757] lr: 1.000e-03, eta: 3 days, 17:48:35, time: 1.960, data_time: 0.007, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8609, loss_cls: 1.3745, loss: 1.3745, grad_norm: 6.9308 2020-08-03 00:09:33,178 - mmaction - INFO - Epoch [56][2960/3757] lr: 1.000e-03, eta: 3 days, 17:48:07, time: 2.107, data_time: 0.009, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8594, loss_cls: 1.3564, loss: 1.3564, grad_norm: 7.1931 2020-08-03 00:10:08,408 - mmaction - INFO - Epoch [56][2980/3757] lr: 1.000e-03, eta: 3 days, 17:47:16, time: 1.762, data_time: 0.007, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8484, loss_cls: 1.4473, loss: 1.4473, grad_norm: 7.1320 2020-08-03 00:10:48,658 - mmaction - INFO - Epoch [56][3000/3757] lr: 1.000e-03, eta: 3 days, 17:46:41, time: 2.012, data_time: 0.002, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8477, loss_cls: 1.3941, loss: 1.3941, grad_norm: 6.9742 2020-08-03 00:11:27,079 - mmaction - INFO - Epoch [56][3020/3757] lr: 1.000e-03, eta: 3 days, 17:46:00, time: 1.914, data_time: 0.009, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8547, loss_cls: 1.3965, loss: 1.3965, grad_norm: 7.2185 2020-08-03 00:12:06,922 - mmaction - INFO - Epoch [56][3040/3757] lr: 1.000e-03, eta: 3 days, 17:45:24, time: 1.994, data_time: 0.011, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8516, loss_cls: 1.3948, loss: 1.3948, grad_norm: 7.1066 2020-08-03 00:12:48,688 - mmaction - INFO - Epoch [56][3060/3757] lr: 1.000e-03, eta: 3 days, 17:44:55, time: 2.086, data_time: 0.010, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8352, loss_cls: 1.5133, loss: 1.5133, grad_norm: 7.5899 2020-08-03 00:13:24,925 - mmaction - INFO - Epoch [56][3080/3757] lr: 1.000e-03, eta: 3 days, 17:44:07, time: 1.815, data_time: 0.010, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8266, loss_cls: 1.5039, loss: 1.5039, grad_norm: 7.0432 2020-08-03 00:13:59,045 - mmaction - INFO - Epoch [56][3100/3757] lr: 1.000e-03, eta: 3 days, 17:43:12, time: 1.711, data_time: 0.137, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8406, loss_cls: 1.4643, loss: 1.4643, grad_norm: 7.3062 2020-08-03 00:14:40,058 - mmaction - INFO - Epoch [56][3120/3757] lr: 1.000e-03, eta: 3 days, 17:42:40, time: 2.042, data_time: 0.386, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8617, loss_cls: 1.4217, loss: 1.4217, grad_norm: 7.0318 2020-08-03 00:15:18,608 - mmaction - INFO - Epoch [56][3140/3757] lr: 1.000e-03, eta: 3 days, 17:41:59, time: 1.928, data_time: 0.219, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8641, loss_cls: 1.4176, loss: 1.4176, grad_norm: 7.1656 2020-08-03 00:15:57,476 - mmaction - INFO - Epoch [56][3160/3757] lr: 1.000e-03, eta: 3 days, 17:41:21, time: 1.950, data_time: 0.690, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 1.4344, loss: 1.4344, grad_norm: 7.1142 2020-08-03 00:16:36,314 - mmaction - INFO - Epoch [56][3180/3757] lr: 1.000e-03, eta: 3 days, 17:40:42, time: 1.941, data_time: 0.524, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8383, loss_cls: 1.4315, loss: 1.4315, grad_norm: 6.9773 2020-08-03 00:17:18,651 - mmaction - INFO - Epoch [56][3200/3757] lr: 1.000e-03, eta: 3 days, 17:40:14, time: 2.114, data_time: 0.251, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8414, loss_cls: 1.4486, loss: 1.4486, grad_norm: 7.2520 2020-08-03 00:17:56,482 - mmaction - INFO - Epoch [56][3220/3757] lr: 1.000e-03, eta: 3 days, 17:39:31, time: 1.888, data_time: 0.012, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.3171, loss: 1.3171, grad_norm: 6.8292 2020-08-03 00:18:38,360 - mmaction - INFO - Epoch [56][3240/3757] lr: 1.000e-03, eta: 3 days, 17:39:03, time: 2.103, data_time: 0.057, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8641, loss_cls: 1.3962, loss: 1.3962, grad_norm: 7.1563 2020-08-03 00:19:14,494 - mmaction - INFO - Epoch [56][3260/3757] lr: 1.000e-03, eta: 3 days, 17:38:14, time: 1.799, data_time: 0.005, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8469, loss_cls: 1.4382, loss: 1.4382, grad_norm: 7.2042 2020-08-03 00:19:52,754 - mmaction - INFO - Epoch [56][3280/3757] lr: 1.000e-03, eta: 3 days, 17:37:33, time: 1.920, data_time: 0.010, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.3736, loss: 1.3736, grad_norm: 6.7920 2020-08-03 00:20:32,414 - mmaction - INFO - Epoch [56][3300/3757] lr: 1.000e-03, eta: 3 days, 17:36:57, time: 1.983, data_time: 0.008, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8406, loss_cls: 1.4478, loss: 1.4478, grad_norm: 7.2452 2020-08-03 00:21:12,793 - mmaction - INFO - Epoch [56][3320/3757] lr: 1.000e-03, eta: 3 days, 17:36:23, time: 2.019, data_time: 0.002, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8344, loss_cls: 1.4767, loss: 1.4767, grad_norm: 7.1925 2020-08-03 00:21:52,649 - mmaction - INFO - Epoch [56][3340/3757] lr: 1.000e-03, eta: 3 days, 17:35:47, time: 1.986, data_time: 0.008, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8633, loss_cls: 1.3153, loss: 1.3153, grad_norm: 6.7744 2020-08-03 00:22:32,014 - mmaction - INFO - Epoch [56][3360/3757] lr: 1.000e-03, eta: 3 days, 17:35:10, time: 1.975, data_time: 0.009, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8547, loss_cls: 1.4301, loss: 1.4301, grad_norm: 7.3100 2020-08-03 00:23:11,292 - mmaction - INFO - Epoch [56][3380/3757] lr: 1.000e-03, eta: 3 days, 17:34:31, time: 1.954, data_time: 0.007, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8500, loss_cls: 1.3868, loss: 1.3868, grad_norm: 7.0882 2020-08-03 00:23:52,347 - mmaction - INFO - Epoch [56][3400/3757] lr: 1.000e-03, eta: 3 days, 17:34:00, time: 2.063, data_time: 0.013, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3745, loss: 1.3745, grad_norm: 7.0430 2020-08-03 00:24:29,936 - mmaction - INFO - Epoch [56][3420/3757] lr: 1.000e-03, eta: 3 days, 17:33:17, time: 1.879, data_time: 0.003, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8398, loss_cls: 1.5278, loss: 1.5278, grad_norm: 7.4335 2020-08-03 00:25:05,211 - mmaction - INFO - Epoch [56][3440/3757] lr: 1.000e-03, eta: 3 days, 17:32:26, time: 1.765, data_time: 0.008, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8375, loss_cls: 1.5134, loss: 1.5134, grad_norm: 7.2488 2020-08-03 00:25:45,119 - mmaction - INFO - Epoch [56][3460/3757] lr: 1.000e-03, eta: 3 days, 17:31:50, time: 1.994, data_time: 0.002, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8555, loss_cls: 1.3822, loss: 1.3822, grad_norm: 7.2655 2020-08-03 00:26:27,431 - mmaction - INFO - Epoch [56][3480/3757] lr: 1.000e-03, eta: 3 days, 17:31:22, time: 2.107, data_time: 0.009, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.4036, loss: 1.4036, grad_norm: 7.1965 2020-08-03 00:27:07,636 - mmaction - INFO - Epoch [56][3500/3757] lr: 1.000e-03, eta: 3 days, 17:30:48, time: 2.019, data_time: 0.382, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8453, loss_cls: 1.5094, loss: 1.5094, grad_norm: 7.3016 2020-08-03 00:27:47,562 - mmaction - INFO - Epoch [56][3520/3757] lr: 1.000e-03, eta: 3 days, 17:30:12, time: 1.994, data_time: 1.133, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8602, loss_cls: 1.3354, loss: 1.3354, grad_norm: 6.8328 2020-08-03 00:28:25,733 - mmaction - INFO - Epoch [56][3540/3757] lr: 1.000e-03, eta: 3 days, 17:29:31, time: 1.911, data_time: 1.332, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8625, loss_cls: 1.3834, loss: 1.3834, grad_norm: 7.1592 2020-08-03 00:29:06,435 - mmaction - INFO - Epoch [56][3560/3757] lr: 1.000e-03, eta: 3 days, 17:28:58, time: 2.029, data_time: 0.291, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8586, loss_cls: 1.3996, loss: 1.3996, grad_norm: 7.2444 2020-08-03 00:29:42,955 - mmaction - INFO - Epoch [56][3580/3757] lr: 1.000e-03, eta: 3 days, 17:28:11, time: 1.832, data_time: 0.010, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8438, loss_cls: 1.4540, loss: 1.4540, grad_norm: 7.0431 2020-08-03 00:30:25,296 - mmaction - INFO - Epoch [56][3600/3757] lr: 1.000e-03, eta: 3 days, 17:27:43, time: 2.115, data_time: 0.010, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.4442, loss: 1.4442, grad_norm: 7.2820 2020-08-03 00:31:03,338 - mmaction - INFO - Epoch [56][3620/3757] lr: 1.000e-03, eta: 3 days, 17:27:01, time: 1.901, data_time: 0.008, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8430, loss_cls: 1.5108, loss: 1.5108, grad_norm: 7.7302 2020-08-03 00:31:41,549 - mmaction - INFO - Epoch [56][3640/3757] lr: 1.000e-03, eta: 3 days, 17:26:20, time: 1.912, data_time: 0.012, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8375, loss_cls: 1.4408, loss: 1.4408, grad_norm: 7.2440 2020-08-03 00:32:18,131 - mmaction - INFO - Epoch [56][3660/3757] lr: 1.000e-03, eta: 3 days, 17:25:33, time: 1.833, data_time: 0.008, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8445, loss_cls: 1.3992, loss: 1.3992, grad_norm: 7.1022 2020-08-03 00:33:00,590 - mmaction - INFO - Epoch [56][3680/3757] lr: 1.000e-03, eta: 3 days, 17:25:06, time: 2.116, data_time: 0.008, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8578, loss_cls: 1.3851, loss: 1.3851, grad_norm: 6.9786 2020-08-03 00:33:40,114 - mmaction - INFO - Epoch [56][3700/3757] lr: 1.000e-03, eta: 3 days, 17:24:29, time: 1.974, data_time: 0.010, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8586, loss_cls: 1.3409, loss: 1.3409, grad_norm: 7.0098 2020-08-03 00:34:15,674 - mmaction - INFO - Epoch [56][3720/3757] lr: 1.000e-03, eta: 3 days, 17:23:39, time: 1.786, data_time: 0.012, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.4166, loss: 1.4166, grad_norm: 7.1699 2020-08-03 00:34:54,988 - mmaction - INFO - Epoch [56][3740/3757] lr: 1.000e-03, eta: 3 days, 17:23:02, time: 1.966, data_time: 0.011, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8336, loss_cls: 1.5576, loss: 1.5576, grad_norm: 7.5095 2020-08-03 00:35:23,251 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-08-03 00:36:18,811 - mmaction - INFO - Epoch [57][20/3757] lr: 1.000e-03, eta: 3 days, 17:20:48, time: 2.690, data_time: 1.811, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8586, loss_cls: 1.3612, loss: 1.3612, grad_norm: 6.9762 2020-08-03 00:36:57,267 - mmaction - INFO - Epoch [57][40/3757] lr: 1.000e-03, eta: 3 days, 17:20:08, time: 1.931, data_time: 0.595, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8508, loss_cls: 1.3845, loss: 1.3845, grad_norm: 7.1571 2020-08-03 00:37:35,546 - mmaction - INFO - Epoch [57][60/3757] lr: 1.000e-03, eta: 3 days, 17:19:27, time: 1.909, data_time: 0.531, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8641, loss_cls: 1.3097, loss: 1.3097, grad_norm: 6.8728 2020-08-03 00:38:13,092 - mmaction - INFO - Epoch [57][80/3757] lr: 1.000e-03, eta: 3 days, 17:18:43, time: 1.881, data_time: 0.068, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8719, loss_cls: 1.3084, loss: 1.3084, grad_norm: 6.8762 2020-08-03 00:38:53,565 - mmaction - INFO - Epoch [57][100/3757] lr: 1.000e-03, eta: 3 days, 17:18:09, time: 2.020, data_time: 0.305, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.3573, loss: 1.3573, grad_norm: 6.9208 2020-08-03 00:39:31,715 - mmaction - INFO - Epoch [57][120/3757] lr: 1.000e-03, eta: 3 days, 17:17:28, time: 1.911, data_time: 0.185, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8680, loss_cls: 1.3278, loss: 1.3278, grad_norm: 7.1217 2020-08-03 00:40:12,568 - mmaction - INFO - Epoch [57][140/3757] lr: 1.000e-03, eta: 3 days, 17:16:56, time: 2.041, data_time: 0.163, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8508, loss_cls: 1.4256, loss: 1.4256, grad_norm: 7.5020 2020-08-03 00:40:48,818 - mmaction - INFO - Epoch [57][160/3757] lr: 1.000e-03, eta: 3 days, 17:16:08, time: 1.814, data_time: 0.008, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8344, loss_cls: 1.4939, loss: 1.4939, grad_norm: 7.1965 2020-08-03 00:41:26,930 - mmaction - INFO - Epoch [57][180/3757] lr: 1.000e-03, eta: 3 days, 17:15:26, time: 1.905, data_time: 0.146, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.3463, loss: 1.3463, grad_norm: 6.9241 2020-08-03 00:42:06,121 - mmaction - INFO - Epoch [57][200/3757] lr: 1.000e-03, eta: 3 days, 17:14:48, time: 1.961, data_time: 0.061, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8445, loss_cls: 1.4061, loss: 1.4061, grad_norm: 7.0445 2020-08-03 00:42:45,300 - mmaction - INFO - Epoch [57][220/3757] lr: 1.000e-03, eta: 3 days, 17:14:10, time: 1.957, data_time: 0.008, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8617, loss_cls: 1.3709, loss: 1.3709, grad_norm: 7.2845 2020-08-03 00:43:24,323 - mmaction - INFO - Epoch [57][240/3757] lr: 1.000e-03, eta: 3 days, 17:13:31, time: 1.952, data_time: 0.101, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8516, loss_cls: 1.3794, loss: 1.3794, grad_norm: 6.9751 2020-08-03 00:44:04,381 - mmaction - INFO - Epoch [57][260/3757] lr: 1.000e-03, eta: 3 days, 17:12:56, time: 2.002, data_time: 0.008, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8516, loss_cls: 1.4066, loss: 1.4066, grad_norm: 7.1839 2020-08-03 00:44:41,905 - mmaction - INFO - Epoch [57][280/3757] lr: 1.000e-03, eta: 3 days, 17:12:12, time: 1.870, data_time: 0.027, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.3275, loss: 1.3275, grad_norm: 6.8644 2020-08-03 00:45:21,451 - mmaction - INFO - Epoch [57][300/3757] lr: 1.000e-03, eta: 3 days, 17:11:36, time: 1.980, data_time: 0.943, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8742, loss_cls: 1.3353, loss: 1.3353, grad_norm: 7.0449 2020-08-03 00:45:59,000 - mmaction - INFO - Epoch [57][320/3757] lr: 1.000e-03, eta: 3 days, 17:10:52, time: 1.881, data_time: 1.077, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8453, loss_cls: 1.4124, loss: 1.4124, grad_norm: 6.9506 2020-08-03 00:46:38,232 - mmaction - INFO - Epoch [57][340/3757] lr: 1.000e-03, eta: 3 days, 17:10:14, time: 1.959, data_time: 1.371, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8422, loss_cls: 1.4715, loss: 1.4715, grad_norm: 7.3685 2020-08-03 00:47:17,297 - mmaction - INFO - Epoch [57][360/3757] lr: 1.000e-03, eta: 3 days, 17:09:36, time: 1.957, data_time: 0.840, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8555, loss_cls: 1.4023, loss: 1.4023, grad_norm: 7.2814 2020-08-03 00:47:58,725 - mmaction - INFO - Epoch [57][380/3757] lr: 1.000e-03, eta: 3 days, 17:09:05, time: 2.064, data_time: 0.050, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8594, loss_cls: 1.3928, loss: 1.3928, grad_norm: 7.3545 2020-08-03 00:48:36,616 - mmaction - INFO - Epoch [57][400/3757] lr: 1.000e-03, eta: 3 days, 17:08:23, time: 1.898, data_time: 0.010, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8602, loss_cls: 1.3094, loss: 1.3094, grad_norm: 6.9704 2020-08-03 00:49:15,189 - mmaction - INFO - Epoch [57][420/3757] lr: 1.000e-03, eta: 3 days, 17:07:43, time: 1.933, data_time: 0.102, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8625, loss_cls: 1.4107, loss: 1.4107, grad_norm: 7.0023 2020-08-03 00:49:56,059 - mmaction - INFO - Epoch [57][440/3757] lr: 1.000e-03, eta: 3 days, 17:07:11, time: 2.041, data_time: 0.009, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8703, loss_cls: 1.2994, loss: 1.2994, grad_norm: 6.9413 2020-08-03 00:50:35,225 - mmaction - INFO - Epoch [57][460/3757] lr: 1.000e-03, eta: 3 days, 17:06:32, time: 1.954, data_time: 0.010, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8562, loss_cls: 1.3839, loss: 1.3839, grad_norm: 7.1033 2020-08-03 00:51:15,263 - mmaction - INFO - Epoch [57][480/3757] lr: 1.000e-03, eta: 3 days, 17:05:57, time: 2.006, data_time: 0.009, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.3995, loss: 1.3995, grad_norm: 7.1888 2020-08-03 00:51:48,852 - mmaction - INFO - Epoch [57][500/3757] lr: 1.000e-03, eta: 3 days, 17:05:01, time: 1.682, data_time: 0.158, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8445, loss_cls: 1.4570, loss: 1.4570, grad_norm: 7.4105 2020-08-03 00:52:28,469 - mmaction - INFO - Epoch [57][520/3757] lr: 1.000e-03, eta: 3 days, 17:04:24, time: 1.979, data_time: 0.945, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.4154, loss: 1.4154, grad_norm: 7.2294 2020-08-03 00:53:08,079 - mmaction - INFO - Epoch [57][540/3757] lr: 1.000e-03, eta: 3 days, 17:03:48, time: 1.980, data_time: 1.159, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4459, loss: 1.4459, grad_norm: 7.3526 2020-08-03 00:53:46,061 - mmaction - INFO - Epoch [57][560/3757] lr: 1.000e-03, eta: 3 days, 17:03:05, time: 1.897, data_time: 1.228, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8484, loss_cls: 1.4002, loss: 1.4002, grad_norm: 7.1745 2020-08-03 00:54:25,799 - mmaction - INFO - Epoch [57][580/3757] lr: 1.000e-03, eta: 3 days, 17:02:29, time: 1.990, data_time: 0.414, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.4489, loss: 1.4489, grad_norm: 7.1107 2020-08-03 00:55:08,183 - mmaction - INFO - Epoch [57][600/3757] lr: 1.000e-03, eta: 3 days, 17:02:02, time: 2.118, data_time: 0.067, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8703, loss_cls: 1.2928, loss: 1.2928, grad_norm: 6.9786 2020-08-03 00:55:46,740 - mmaction - INFO - Epoch [57][620/3757] lr: 1.000e-03, eta: 3 days, 17:01:22, time: 1.930, data_time: 0.004, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.3789, loss: 1.3789, grad_norm: 7.0331 2020-08-03 00:56:24,556 - mmaction - INFO - Epoch [57][640/3757] lr: 1.000e-03, eta: 3 days, 17:00:39, time: 1.887, data_time: 0.008, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8391, loss_cls: 1.4930, loss: 1.4930, grad_norm: 7.3963 2020-08-03 00:57:01,181 - mmaction - INFO - Epoch [57][660/3757] lr: 1.000e-03, eta: 3 days, 16:59:53, time: 1.835, data_time: 0.008, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.4337, loss: 1.4337, grad_norm: 6.9670 2020-08-03 00:57:42,135 - mmaction - INFO - Epoch [57][680/3757] lr: 1.000e-03, eta: 3 days, 16:59:20, time: 2.044, data_time: 0.018, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8633, loss_cls: 1.3974, loss: 1.3974, grad_norm: 7.2504 2020-08-03 00:58:20,740 - mmaction - INFO - Epoch [57][700/3757] lr: 1.000e-03, eta: 3 days, 16:58:41, time: 1.933, data_time: 0.010, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3520, loss: 1.3520, grad_norm: 7.1796 2020-08-03 00:58:59,062 - mmaction - INFO - Epoch [57][720/3757] lr: 1.000e-03, eta: 3 days, 16:58:00, time: 1.913, data_time: 0.105, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8602, loss_cls: 1.4018, loss: 1.4018, grad_norm: 7.3565 2020-08-03 00:59:36,855 - mmaction - INFO - Epoch [57][740/3757] lr: 1.000e-03, eta: 3 days, 16:57:17, time: 1.893, data_time: 0.014, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.4513, loss: 1.4513, grad_norm: 7.3774 2020-08-03 01:00:13,303 - mmaction - INFO - Epoch [57][760/3757] lr: 1.000e-03, eta: 3 days, 16:56:29, time: 1.809, data_time: 0.047, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3684, loss: 1.3684, grad_norm: 7.1159 2020-08-03 01:00:55,142 - mmaction - INFO - Epoch [57][780/3757] lr: 1.000e-03, eta: 3 days, 16:56:01, time: 2.105, data_time: 0.276, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8617, loss_cls: 1.3691, loss: 1.3691, grad_norm: 7.1089 2020-08-03 01:01:35,471 - mmaction - INFO - Epoch [57][800/3757] lr: 1.000e-03, eta: 3 days, 16:55:26, time: 2.010, data_time: 0.008, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8477, loss_cls: 1.4398, loss: 1.4398, grad_norm: 7.2447 2020-08-03 01:02:15,579 - mmaction - INFO - Epoch [57][820/3757] lr: 1.000e-03, eta: 3 days, 16:54:51, time: 2.003, data_time: 0.009, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8539, loss_cls: 1.4794, loss: 1.4794, grad_norm: 7.5222 2020-08-03 01:02:51,825 - mmaction - INFO - Epoch [57][840/3757] lr: 1.000e-03, eta: 3 days, 16:54:03, time: 1.814, data_time: 0.011, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8578, loss_cls: 1.3468, loss: 1.3468, grad_norm: 7.1147 2020-08-03 01:03:31,511 - mmaction - INFO - Epoch [57][860/3757] lr: 1.000e-03, eta: 3 days, 16:53:27, time: 1.981, data_time: 0.041, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8570, loss_cls: 1.4128, loss: 1.4128, grad_norm: 7.2827 2020-08-03 01:04:14,339 - mmaction - INFO - Epoch [57][880/3757] lr: 1.000e-03, eta: 3 days, 16:53:01, time: 2.149, data_time: 0.469, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.3851, loss: 1.3851, grad_norm: 7.3874 2020-08-03 01:04:52,377 - mmaction - INFO - Epoch [57][900/3757] lr: 1.000e-03, eta: 3 days, 16:52:19, time: 1.897, data_time: 0.073, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8594, loss_cls: 1.3658, loss: 1.3658, grad_norm: 6.9883 2020-08-03 01:05:27,406 - mmaction - INFO - Epoch [57][920/3757] lr: 1.000e-03, eta: 3 days, 16:51:27, time: 1.753, data_time: 0.013, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8531, loss_cls: 1.3893, loss: 1.3893, grad_norm: 7.1774 2020-08-03 01:06:07,897 - mmaction - INFO - Epoch [57][940/3757] lr: 1.000e-03, eta: 3 days, 16:50:54, time: 2.027, data_time: 0.016, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3999, loss: 1.3999, grad_norm: 7.0582 2020-08-03 01:06:45,663 - mmaction - INFO - Epoch [57][960/3757] lr: 1.000e-03, eta: 3 days, 16:50:11, time: 1.880, data_time: 0.009, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.4131, loss: 1.4131, grad_norm: 7.1691 2020-08-03 01:07:24,716 - mmaction - INFO - Epoch [57][980/3757] lr: 1.000e-03, eta: 3 days, 16:49:33, time: 1.961, data_time: 0.012, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8680, loss_cls: 1.3822, loss: 1.3822, grad_norm: 7.1041 2020-08-03 01:08:04,971 - mmaction - INFO - Epoch [57][1000/3757] lr: 1.000e-03, eta: 3 days, 16:48:58, time: 2.010, data_time: 0.009, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4415, loss: 1.4415, grad_norm: 7.0043 2020-08-03 01:08:43,790 - mmaction - INFO - Epoch [57][1020/3757] lr: 1.000e-03, eta: 3 days, 16:48:19, time: 1.943, data_time: 0.006, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.4158, loss: 1.4158, grad_norm: 7.3463 2020-08-03 01:09:23,918 - mmaction - INFO - Epoch [57][1040/3757] lr: 1.000e-03, eta: 3 days, 16:47:43, time: 1.998, data_time: 0.009, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.4050, loss: 1.4050, grad_norm: 7.1745 2020-08-03 01:10:04,101 - mmaction - INFO - Epoch [57][1060/3757] lr: 1.000e-03, eta: 3 days, 16:47:09, time: 2.019, data_time: 0.012, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8438, loss_cls: 1.4384, loss: 1.4384, grad_norm: 7.1389 2020-08-03 01:10:44,713 - mmaction - INFO - Epoch [57][1080/3757] lr: 1.000e-03, eta: 3 days, 16:46:36, time: 2.030, data_time: 0.002, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8539, loss_cls: 1.3531, loss: 1.3531, grad_norm: 6.8611 2020-08-03 01:11:24,900 - mmaction - INFO - Epoch [57][1100/3757] lr: 1.000e-03, eta: 3 days, 16:46:01, time: 2.005, data_time: 0.105, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.3737, loss: 1.3737, grad_norm: 7.1043 2020-08-03 01:12:00,033 - mmaction - INFO - Epoch [57][1120/3757] lr: 1.000e-03, eta: 3 days, 16:45:09, time: 1.750, data_time: 0.008, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8359, loss_cls: 1.4300, loss: 1.4300, grad_norm: 7.1243 2020-08-03 01:12:38,044 - mmaction - INFO - Epoch [57][1140/3757] lr: 1.000e-03, eta: 3 days, 16:44:28, time: 1.912, data_time: 0.020, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8609, loss_cls: 1.3734, loss: 1.3734, grad_norm: 7.1095 2020-08-03 01:13:13,736 - mmaction - INFO - Epoch [57][1160/3757] lr: 1.000e-03, eta: 3 days, 16:43:38, time: 1.778, data_time: 0.169, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8586, loss_cls: 1.4134, loss: 1.4134, grad_norm: 7.2125 2020-08-03 01:13:55,875 - mmaction - INFO - Epoch [57][1180/3757] lr: 1.000e-03, eta: 3 days, 16:43:10, time: 2.113, data_time: 0.160, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8703, loss_cls: 1.3627, loss: 1.3627, grad_norm: 7.0934 2020-08-03 01:14:32,718 - mmaction - INFO - Epoch [57][1200/3757] lr: 1.000e-03, eta: 3 days, 16:42:24, time: 1.843, data_time: 0.073, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8617, loss_cls: 1.3998, loss: 1.3998, grad_norm: 7.2337 2020-08-03 01:15:10,603 - mmaction - INFO - Epoch [57][1220/3757] lr: 1.000e-03, eta: 3 days, 16:41:42, time: 1.893, data_time: 0.002, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8320, loss_cls: 1.4282, loss: 1.4282, grad_norm: 7.0690 2020-08-03 01:15:51,688 - mmaction - INFO - Epoch [57][1240/3757] lr: 1.000e-03, eta: 3 days, 16:41:10, time: 2.055, data_time: 0.010, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.4230, loss: 1.4230, grad_norm: 7.0967 2020-08-03 01:16:29,580 - mmaction - INFO - Epoch [57][1260/3757] lr: 1.000e-03, eta: 3 days, 16:40:27, time: 1.886, data_time: 0.159, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8664, loss_cls: 1.3375, loss: 1.3375, grad_norm: 6.9755 2020-08-03 01:17:10,650 - mmaction - INFO - Epoch [57][1280/3757] lr: 1.000e-03, eta: 3 days, 16:39:56, time: 2.056, data_time: 1.218, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8641, loss_cls: 1.3793, loss: 1.3793, grad_norm: 7.0965 2020-08-03 01:17:48,853 - mmaction - INFO - Epoch [57][1300/3757] lr: 1.000e-03, eta: 3 days, 16:39:15, time: 1.916, data_time: 0.620, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8547, loss_cls: 1.3602, loss: 1.3602, grad_norm: 7.1246 2020-08-03 01:18:27,939 - mmaction - INFO - Epoch [57][1320/3757] lr: 1.000e-03, eta: 3 days, 16:38:36, time: 1.953, data_time: 1.270, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.4126, loss: 1.4126, grad_norm: 7.1946 2020-08-03 01:19:07,166 - mmaction - INFO - Epoch [57][1340/3757] lr: 1.000e-03, eta: 3 days, 16:37:58, time: 1.962, data_time: 1.353, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8602, loss_cls: 1.4034, loss: 1.4034, grad_norm: 7.2597 2020-08-03 01:19:49,476 - mmaction - INFO - Epoch [57][1360/3757] lr: 1.000e-03, eta: 3 days, 16:37:30, time: 2.111, data_time: 1.508, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.3963, loss: 1.3963, grad_norm: 7.1845 2020-08-03 01:20:28,478 - mmaction - INFO - Epoch [57][1380/3757] lr: 1.000e-03, eta: 3 days, 16:36:52, time: 1.951, data_time: 1.382, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8570, loss_cls: 1.3365, loss: 1.3365, grad_norm: 6.8268 2020-08-03 01:21:06,518 - mmaction - INFO - Epoch [57][1400/3757] lr: 1.000e-03, eta: 3 days, 16:36:10, time: 1.906, data_time: 1.326, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8570, loss_cls: 1.4043, loss: 1.4043, grad_norm: 7.0168 2020-08-03 01:21:47,935 - mmaction - INFO - Epoch [57][1420/3757] lr: 1.000e-03, eta: 3 days, 16:35:39, time: 2.069, data_time: 1.018, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8406, loss_cls: 1.5231, loss: 1.5231, grad_norm: 7.4050 2020-08-03 01:22:26,606 - mmaction - INFO - Epoch [57][1440/3757] lr: 1.000e-03, eta: 3 days, 16:35:00, time: 1.936, data_time: 0.583, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8648, loss_cls: 1.3310, loss: 1.3310, grad_norm: 6.9820 2020-08-03 01:23:00,692 - mmaction - INFO - Epoch [57][1460/3757] lr: 1.000e-03, eta: 3 days, 16:34:04, time: 1.695, data_time: 0.670, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8703, loss_cls: 1.3358, loss: 1.3358, grad_norm: 7.1812 2020-08-03 01:23:39,821 - mmaction - INFO - Epoch [57][1480/3757] lr: 1.000e-03, eta: 3 days, 16:33:27, time: 1.964, data_time: 0.791, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8609, loss_cls: 1.3781, loss: 1.3781, grad_norm: 6.9603 2020-08-03 01:24:20,486 - mmaction - INFO - Epoch [57][1500/3757] lr: 1.000e-03, eta: 3 days, 16:32:53, time: 2.035, data_time: 1.009, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.4364, loss: 1.4364, grad_norm: 7.1592 2020-08-03 01:24:59,741 - mmaction - INFO - Epoch [57][1520/3757] lr: 1.000e-03, eta: 3 days, 16:32:16, time: 1.962, data_time: 0.289, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8711, loss_cls: 1.3043, loss: 1.3043, grad_norm: 6.9557 2020-08-03 01:25:40,507 - mmaction - INFO - Epoch [57][1540/3757] lr: 1.000e-03, eta: 3 days, 16:31:43, time: 2.038, data_time: 0.003, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8531, loss_cls: 1.4286, loss: 1.4286, grad_norm: 7.3717 2020-08-03 01:26:18,861 - mmaction - INFO - Epoch [57][1560/3757] lr: 1.000e-03, eta: 3 days, 16:31:01, time: 1.911, data_time: 0.008, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8516, loss_cls: 1.3969, loss: 1.3969, grad_norm: 7.2639 2020-08-03 01:26:55,606 - mmaction - INFO - Epoch [57][1580/3757] lr: 1.000e-03, eta: 3 days, 16:30:16, time: 1.844, data_time: 0.012, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.3658, loss: 1.3658, grad_norm: 7.1582 2020-08-03 01:27:39,876 - mmaction - INFO - Epoch [57][1600/3757] lr: 1.000e-03, eta: 3 days, 16:29:54, time: 2.214, data_time: 0.009, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3609, loss: 1.3609, grad_norm: 7.1241 2020-08-03 01:28:16,778 - mmaction - INFO - Epoch [57][1620/3757] lr: 1.000e-03, eta: 3 days, 16:29:09, time: 1.839, data_time: 0.003, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8648, loss_cls: 1.3622, loss: 1.3622, grad_norm: 7.0257 2020-08-03 01:28:50,063 - mmaction - INFO - Epoch [57][1640/3757] lr: 1.000e-03, eta: 3 days, 16:28:12, time: 1.671, data_time: 0.455, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8492, loss_cls: 1.4100, loss: 1.4100, grad_norm: 7.1968 2020-08-03 01:29:31,727 - mmaction - INFO - Epoch [57][1660/3757] lr: 1.000e-03, eta: 3 days, 16:27:42, time: 2.080, data_time: 0.091, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8422, loss_cls: 1.4255, loss: 1.4255, grad_norm: 7.0522 2020-08-03 01:30:06,232 - mmaction - INFO - Epoch [57][1680/3757] lr: 1.000e-03, eta: 3 days, 16:26:48, time: 1.728, data_time: 0.008, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.5364, loss: 1.5364, grad_norm: 7.3458 2020-08-03 01:30:45,872 - mmaction - INFO - Epoch [57][1700/3757] lr: 1.000e-03, eta: 3 days, 16:26:12, time: 1.982, data_time: 0.002, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8656, loss_cls: 1.4162, loss: 1.4162, grad_norm: 7.2009 2020-08-03 01:31:26,671 - mmaction - INFO - Epoch [57][1720/3757] lr: 1.000e-03, eta: 3 days, 16:25:39, time: 2.034, data_time: 0.227, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8391, loss_cls: 1.4575, loss: 1.4575, grad_norm: 7.2553 2020-08-03 01:32:05,403 - mmaction - INFO - Epoch [57][1740/3757] lr: 1.000e-03, eta: 3 days, 16:24:59, time: 1.942, data_time: 0.104, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8688, loss_cls: 1.3378, loss: 1.3378, grad_norm: 6.9129 2020-08-03 01:32:44,056 - mmaction - INFO - Epoch [57][1760/3757] lr: 1.000e-03, eta: 3 days, 16:24:20, time: 1.929, data_time: 0.099, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8492, loss_cls: 1.4535, loss: 1.4535, grad_norm: 7.2764 2020-08-03 01:33:22,183 - mmaction - INFO - Epoch [57][1780/3757] lr: 1.000e-03, eta: 3 days, 16:23:38, time: 1.910, data_time: 0.110, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8586, loss_cls: 1.3647, loss: 1.3647, grad_norm: 7.2493 2020-08-03 01:34:05,325 - mmaction - INFO - Epoch [57][1800/3757] lr: 1.000e-03, eta: 3 days, 16:23:12, time: 2.149, data_time: 0.988, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8703, loss_cls: 1.2745, loss: 1.2745, grad_norm: 7.0443 2020-08-03 01:34:43,253 - mmaction - INFO - Epoch [57][1820/3757] lr: 1.000e-03, eta: 3 days, 16:22:31, time: 1.906, data_time: 0.848, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8648, loss_cls: 1.3781, loss: 1.3781, grad_norm: 7.3358 2020-08-03 01:35:24,547 - mmaction - INFO - Epoch [57][1840/3757] lr: 1.000e-03, eta: 3 days, 16:21:59, time: 2.057, data_time: 0.632, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3437, loss: 1.3437, grad_norm: 6.9477 2020-08-03 01:36:01,247 - mmaction - INFO - Epoch [57][1860/3757] lr: 1.000e-03, eta: 3 days, 16:21:13, time: 1.839, data_time: 1.024, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8516, loss_cls: 1.4054, loss: 1.4054, grad_norm: 7.2684 2020-08-03 01:36:38,472 - mmaction - INFO - Epoch [57][1880/3757] lr: 1.000e-03, eta: 3 days, 16:20:29, time: 1.864, data_time: 0.422, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8508, loss_cls: 1.4573, loss: 1.4573, grad_norm: 7.5451 2020-08-03 01:37:16,089 - mmaction - INFO - Epoch [57][1900/3757] lr: 1.000e-03, eta: 3 days, 16:19:46, time: 1.877, data_time: 0.114, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8516, loss_cls: 1.4356, loss: 1.4356, grad_norm: 7.3279 2020-08-03 01:37:56,837 - mmaction - INFO - Epoch [57][1920/3757] lr: 1.000e-03, eta: 3 days, 16:19:13, time: 2.041, data_time: 0.012, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4077, loss: 1.4077, grad_norm: 7.1601 2020-08-03 01:38:35,627 - mmaction - INFO - Epoch [57][1940/3757] lr: 1.000e-03, eta: 3 days, 16:18:34, time: 1.940, data_time: 0.011, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8500, loss_cls: 1.3886, loss: 1.3886, grad_norm: 7.1585 2020-08-03 01:39:15,864 - mmaction - INFO - Epoch [57][1960/3757] lr: 1.000e-03, eta: 3 days, 16:17:59, time: 2.006, data_time: 0.010, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8539, loss_cls: 1.4143, loss: 1.4143, grad_norm: 7.3001 2020-08-03 01:39:50,966 - mmaction - INFO - Epoch [57][1980/3757] lr: 1.000e-03, eta: 3 days, 16:17:08, time: 1.761, data_time: 0.009, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8445, loss_cls: 1.4206, loss: 1.4206, grad_norm: 7.1982 2020-08-03 01:40:33,810 - mmaction - INFO - Epoch [57][2000/3757] lr: 1.000e-03, eta: 3 days, 16:16:41, time: 2.137, data_time: 0.010, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8656, loss_cls: 1.3233, loss: 1.3233, grad_norm: 7.1946 2020-08-03 01:41:13,305 - mmaction - INFO - Epoch [57][2020/3757] lr: 1.000e-03, eta: 3 days, 16:16:04, time: 1.981, data_time: 0.009, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8594, loss_cls: 1.3606, loss: 1.3606, grad_norm: 7.2525 2020-08-03 01:41:54,142 - mmaction - INFO - Epoch [57][2040/3757] lr: 1.000e-03, eta: 3 days, 16:15:31, time: 2.031, data_time: 0.007, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8570, loss_cls: 1.3896, loss: 1.3896, grad_norm: 7.1818 2020-08-03 01:42:30,959 - mmaction - INFO - Epoch [57][2060/3757] lr: 1.000e-03, eta: 3 days, 16:14:46, time: 1.850, data_time: 0.039, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8492, loss_cls: 1.4150, loss: 1.4150, grad_norm: 7.0268 2020-08-03 01:43:08,752 - mmaction - INFO - Epoch [57][2080/3757] lr: 1.000e-03, eta: 3 days, 16:14:03, time: 1.889, data_time: 0.409, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.5006, loss: 1.5006, grad_norm: 7.4708 2020-08-03 01:43:49,092 - mmaction - INFO - Epoch [57][2100/3757] lr: 1.000e-03, eta: 3 days, 16:13:29, time: 2.011, data_time: 0.407, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8336, loss_cls: 1.5390, loss: 1.5390, grad_norm: 7.3882 2020-08-03 01:44:28,149 - mmaction - INFO - Epoch [57][2120/3757] lr: 1.000e-03, eta: 3 days, 16:12:51, time: 1.960, data_time: 0.011, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.3656, loss: 1.3656, grad_norm: 7.3219 2020-08-03 01:45:03,609 - mmaction - INFO - Epoch [57][2140/3757] lr: 1.000e-03, eta: 3 days, 16:12:01, time: 1.773, data_time: 0.011, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.4258, loss: 1.4258, grad_norm: 7.5488 2020-08-03 01:45:43,855 - mmaction - INFO - Epoch [57][2160/3757] lr: 1.000e-03, eta: 3 days, 16:11:26, time: 2.013, data_time: 0.004, memory: 5166, top1_acc: 0.6305, top5_acc: 0.8469, loss_cls: 1.5004, loss: 1.5004, grad_norm: 7.3989 2020-08-03 01:46:22,692 - mmaction - INFO - Epoch [57][2180/3757] lr: 1.000e-03, eta: 3 days, 16:10:46, time: 1.938, data_time: 0.006, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8469, loss_cls: 1.4286, loss: 1.4286, grad_norm: 7.3497 2020-08-03 01:47:00,028 - mmaction - INFO - Epoch [57][2200/3757] lr: 1.000e-03, eta: 3 days, 16:10:03, time: 1.869, data_time: 0.005, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.3139, loss: 1.3139, grad_norm: 6.8012 2020-08-03 01:47:39,474 - mmaction - INFO - Epoch [57][2220/3757] lr: 1.000e-03, eta: 3 days, 16:09:25, time: 1.965, data_time: 0.009, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3736, loss: 1.3736, grad_norm: 7.1349 2020-08-03 01:48:17,451 - mmaction - INFO - Epoch [57][2240/3757] lr: 1.000e-03, eta: 3 days, 16:08:43, time: 1.905, data_time: 0.051, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8570, loss_cls: 1.3426, loss: 1.3426, grad_norm: 6.9728 2020-08-03 01:48:57,137 - mmaction - INFO - Epoch [57][2260/3757] lr: 1.000e-03, eta: 3 days, 16:08:07, time: 1.978, data_time: 0.755, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3638, loss: 1.3638, grad_norm: 7.1954 2020-08-03 01:49:36,185 - mmaction - INFO - Epoch [57][2280/3757] lr: 1.000e-03, eta: 3 days, 16:07:29, time: 1.959, data_time: 0.020, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8570, loss_cls: 1.3801, loss: 1.3801, grad_norm: 7.2599 2020-08-03 01:50:16,478 - mmaction - INFO - Epoch [57][2300/3757] lr: 1.000e-03, eta: 3 days, 16:06:54, time: 2.012, data_time: 0.058, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8602, loss_cls: 1.3838, loss: 1.3838, grad_norm: 7.2943 2020-08-03 01:50:54,283 - mmaction - INFO - Epoch [57][2320/3757] lr: 1.000e-03, eta: 3 days, 16:06:11, time: 1.892, data_time: 0.005, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.3558, loss: 1.3558, grad_norm: 7.0066 2020-08-03 01:51:34,730 - mmaction - INFO - Epoch [57][2340/3757] lr: 1.000e-03, eta: 3 days, 16:05:37, time: 2.014, data_time: 0.016, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8570, loss_cls: 1.4331, loss: 1.4331, grad_norm: 7.2809 2020-08-03 01:52:11,403 - mmaction - INFO - Epoch [57][2360/3757] lr: 1.000e-03, eta: 3 days, 16:04:51, time: 1.840, data_time: 0.012, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8367, loss_cls: 1.4481, loss: 1.4481, grad_norm: 7.0444 2020-08-03 01:52:50,133 - mmaction - INFO - Epoch [57][2380/3757] lr: 1.000e-03, eta: 3 days, 16:04:12, time: 1.937, data_time: 0.078, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8664, loss_cls: 1.3710, loss: 1.3710, grad_norm: 7.1479 2020-08-03 01:53:31,651 - mmaction - INFO - Epoch [57][2400/3757] lr: 1.000e-03, eta: 3 days, 16:03:41, time: 2.077, data_time: 0.166, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8547, loss_cls: 1.4089, loss: 1.4089, grad_norm: 7.2675 2020-08-03 01:54:12,338 - mmaction - INFO - Epoch [57][2420/3757] lr: 1.000e-03, eta: 3 days, 16:03:08, time: 2.031, data_time: 0.475, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8555, loss_cls: 1.3815, loss: 1.3815, grad_norm: 7.1156 2020-08-03 01:54:48,528 - mmaction - INFO - Epoch [57][2440/3757] lr: 1.000e-03, eta: 3 days, 16:02:20, time: 1.805, data_time: 0.340, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.3520, loss: 1.3520, grad_norm: 7.0104 2020-08-03 01:55:30,464 - mmaction - INFO - Epoch [57][2460/3757] lr: 1.000e-03, eta: 3 days, 16:01:50, time: 2.098, data_time: 0.107, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8539, loss_cls: 1.4317, loss: 1.4317, grad_norm: 7.3364 2020-08-03 01:56:09,372 - mmaction - INFO - Epoch [57][2480/3757] lr: 1.000e-03, eta: 3 days, 16:01:12, time: 1.950, data_time: 0.013, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4695, loss: 1.4695, grad_norm: 7.2389 2020-08-03 01:56:48,302 - mmaction - INFO - Epoch [57][2500/3757] lr: 1.000e-03, eta: 3 days, 16:00:33, time: 1.943, data_time: 0.011, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8547, loss_cls: 1.4288, loss: 1.4288, grad_norm: 7.5714 2020-08-03 01:57:27,689 - mmaction - INFO - Epoch [57][2520/3757] lr: 1.000e-03, eta: 3 days, 15:59:56, time: 1.974, data_time: 0.074, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8531, loss_cls: 1.4180, loss: 1.4180, grad_norm: 7.3109 2020-08-03 01:58:05,570 - mmaction - INFO - Epoch [57][2540/3757] lr: 1.000e-03, eta: 3 days, 15:59:13, time: 1.885, data_time: 0.108, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.5199, loss: 1.5199, grad_norm: 7.3498 2020-08-03 01:58:44,716 - mmaction - INFO - Epoch [57][2560/3757] lr: 1.000e-03, eta: 3 days, 15:58:35, time: 1.964, data_time: 0.117, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8672, loss_cls: 1.3035, loss: 1.3035, grad_norm: 6.7752 2020-08-03 01:59:23,725 - mmaction - INFO - Epoch [57][2580/3757] lr: 1.000e-03, eta: 3 days, 15:57:56, time: 1.947, data_time: 0.009, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8570, loss_cls: 1.3703, loss: 1.3703, grad_norm: 6.9261 2020-08-03 02:00:03,373 - mmaction - INFO - Epoch [57][2600/3757] lr: 1.000e-03, eta: 3 days, 15:57:20, time: 1.987, data_time: 0.011, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8523, loss_cls: 1.4123, loss: 1.4123, grad_norm: 7.3385 2020-08-03 02:00:41,353 - mmaction - INFO - Epoch [57][2620/3757] lr: 1.000e-03, eta: 3 days, 15:56:37, time: 1.885, data_time: 0.682, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8688, loss_cls: 1.3608, loss: 1.3608, grad_norm: 7.0559 2020-08-03 02:01:21,953 - mmaction - INFO - Epoch [57][2640/3757] lr: 1.000e-03, eta: 3 days, 15:56:04, time: 2.044, data_time: 0.992, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.3968, loss: 1.3968, grad_norm: 7.2770 2020-08-03 02:02:01,283 - mmaction - INFO - Epoch [57][2660/3757] lr: 1.000e-03, eta: 3 days, 15:55:26, time: 1.964, data_time: 0.086, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8531, loss_cls: 1.4506, loss: 1.4506, grad_norm: 7.4267 2020-08-03 02:02:39,720 - mmaction - INFO - Epoch [57][2680/3757] lr: 1.000e-03, eta: 3 days, 15:54:46, time: 1.924, data_time: 0.008, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3473, loss: 1.3473, grad_norm: 7.1341 2020-08-03 02:03:18,377 - mmaction - INFO - Epoch [57][2700/3757] lr: 1.000e-03, eta: 3 days, 15:54:06, time: 1.933, data_time: 0.010, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8484, loss_cls: 1.4577, loss: 1.4577, grad_norm: 7.2695 2020-08-03 02:03:58,324 - mmaction - INFO - Epoch [57][2720/3757] lr: 1.000e-03, eta: 3 days, 15:53:31, time: 1.999, data_time: 0.009, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8531, loss_cls: 1.4039, loss: 1.4039, grad_norm: 7.1708 2020-08-03 02:04:38,139 - mmaction - INFO - Epoch [57][2740/3757] lr: 1.000e-03, eta: 3 days, 15:52:54, time: 1.989, data_time: 0.003, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8508, loss_cls: 1.3764, loss: 1.3764, grad_norm: 7.2829 2020-08-03 02:05:18,049 - mmaction - INFO - Epoch [57][2760/3757] lr: 1.000e-03, eta: 3 days, 15:52:19, time: 1.994, data_time: 0.010, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8438, loss_cls: 1.4574, loss: 1.4574, grad_norm: 7.3799 2020-08-03 02:05:54,602 - mmaction - INFO - Epoch [57][2780/3757] lr: 1.000e-03, eta: 3 days, 15:51:32, time: 1.832, data_time: 0.009, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4580, loss: 1.4580, grad_norm: 6.9926 2020-08-03 02:06:33,721 - mmaction - INFO - Epoch [57][2800/3757] lr: 1.000e-03, eta: 3 days, 15:50:54, time: 1.954, data_time: 0.013, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8375, loss_cls: 1.4298, loss: 1.4298, grad_norm: 7.0553 2020-08-03 02:07:13,510 - mmaction - INFO - Epoch [57][2820/3757] lr: 1.000e-03, eta: 3 days, 15:50:18, time: 1.988, data_time: 0.004, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4134, loss: 1.4134, grad_norm: 7.2136 2020-08-03 02:07:53,005 - mmaction - INFO - Epoch [57][2840/3757] lr: 1.000e-03, eta: 3 days, 15:49:40, time: 1.971, data_time: 0.011, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8477, loss_cls: 1.4265, loss: 1.4265, grad_norm: 7.0272 2020-08-03 02:08:29,108 - mmaction - INFO - Epoch [57][2860/3757] lr: 1.000e-03, eta: 3 days, 15:48:53, time: 1.811, data_time: 0.010, memory: 5166, top1_acc: 0.6234, top5_acc: 0.8172, loss_cls: 1.5944, loss: 1.5944, grad_norm: 7.4244 2020-08-03 02:09:07,902 - mmaction - INFO - Epoch [57][2880/3757] lr: 1.000e-03, eta: 3 days, 15:48:13, time: 1.931, data_time: 0.008, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8344, loss_cls: 1.5080, loss: 1.5080, grad_norm: 7.3522 2020-08-03 02:09:45,128 - mmaction - INFO - Epoch [57][2900/3757] lr: 1.000e-03, eta: 3 days, 15:47:29, time: 1.868, data_time: 0.169, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.3805, loss: 1.3805, grad_norm: 7.2386 2020-08-03 02:10:24,434 - mmaction - INFO - Epoch [57][2920/3757] lr: 1.000e-03, eta: 3 days, 15:46:52, time: 1.963, data_time: 1.198, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3853, loss: 1.3853, grad_norm: 7.1941 2020-08-03 02:11:05,403 - mmaction - INFO - Epoch [57][2940/3757] lr: 1.000e-03, eta: 3 days, 15:46:19, time: 2.051, data_time: 1.404, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8406, loss_cls: 1.4663, loss: 1.4663, grad_norm: 7.2546 2020-08-03 02:11:44,240 - mmaction - INFO - Epoch [57][2960/3757] lr: 1.000e-03, eta: 3 days, 15:45:40, time: 1.943, data_time: 1.357, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8641, loss_cls: 1.3951, loss: 1.3951, grad_norm: 7.2863 2020-08-03 02:12:19,251 - mmaction - INFO - Epoch [57][2980/3757] lr: 1.000e-03, eta: 3 days, 15:44:49, time: 1.744, data_time: 1.128, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8445, loss_cls: 1.4774, loss: 1.4774, grad_norm: 7.3344 2020-08-03 02:13:01,638 - mmaction - INFO - Epoch [57][3000/3757] lr: 1.000e-03, eta: 3 days, 15:44:21, time: 2.122, data_time: 1.170, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8766, loss_cls: 1.3093, loss: 1.3093, grad_norm: 6.9101 2020-08-03 02:13:41,773 - mmaction - INFO - Epoch [57][3020/3757] lr: 1.000e-03, eta: 3 days, 15:43:45, time: 2.005, data_time: 1.381, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.3986, loss: 1.3986, grad_norm: 7.0847 2020-08-03 02:14:20,399 - mmaction - INFO - Epoch [57][3040/3757] lr: 1.000e-03, eta: 3 days, 15:43:06, time: 1.936, data_time: 1.123, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.3937, loss: 1.3937, grad_norm: 7.2283 2020-08-03 02:15:01,657 - mmaction - INFO - Epoch [57][3060/3757] lr: 1.000e-03, eta: 3 days, 15:42:34, time: 2.056, data_time: 1.419, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8570, loss_cls: 1.4100, loss: 1.4100, grad_norm: 7.4528 2020-08-03 02:15:37,738 - mmaction - INFO - Epoch [57][3080/3757] lr: 1.000e-03, eta: 3 days, 15:41:46, time: 1.812, data_time: 0.726, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4602, loss: 1.4602, grad_norm: 7.2195 2020-08-03 02:16:17,210 - mmaction - INFO - Epoch [57][3100/3757] lr: 1.000e-03, eta: 3 days, 15:41:09, time: 1.965, data_time: 0.443, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.3562, loss: 1.3562, grad_norm: 7.0105 2020-08-03 02:16:54,630 - mmaction - INFO - Epoch [57][3120/3757] lr: 1.000e-03, eta: 3 days, 15:40:26, time: 1.879, data_time: 0.011, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8367, loss_cls: 1.4432, loss: 1.4432, grad_norm: 7.2974 2020-08-03 02:17:35,192 - mmaction - INFO - Epoch [57][3140/3757] lr: 1.000e-03, eta: 3 days, 15:39:51, time: 2.019, data_time: 0.009, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4119, loss: 1.4119, grad_norm: 7.0867 2020-08-03 02:18:12,990 - mmaction - INFO - Epoch [57][3160/3757] lr: 1.000e-03, eta: 3 days, 15:39:09, time: 1.900, data_time: 0.224, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8492, loss_cls: 1.4409, loss: 1.4409, grad_norm: 7.1972 2020-08-03 02:18:55,181 - mmaction - INFO - Epoch [57][3180/3757] lr: 1.000e-03, eta: 3 days, 15:38:40, time: 2.104, data_time: 0.139, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3665, loss: 1.3665, grad_norm: 7.0808 2020-08-03 02:19:37,713 - mmaction - INFO - Epoch [57][3200/3757] lr: 1.000e-03, eta: 3 days, 15:38:13, time: 2.133, data_time: 0.013, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8516, loss_cls: 1.3674, loss: 1.3674, grad_norm: 6.9717 2020-08-03 02:20:12,046 - mmaction - INFO - Epoch [57][3220/3757] lr: 1.000e-03, eta: 3 days, 15:37:20, time: 1.716, data_time: 0.006, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8320, loss_cls: 1.5139, loss: 1.5139, grad_norm: 7.2289 2020-08-03 02:20:52,377 - mmaction - INFO - Epoch [57][3240/3757] lr: 1.000e-03, eta: 3 days, 15:36:45, time: 2.015, data_time: 0.003, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3395, loss: 1.3395, grad_norm: 7.0798 2020-08-03 02:21:30,534 - mmaction - INFO - Epoch [57][3260/3757] lr: 1.000e-03, eta: 3 days, 15:36:04, time: 1.909, data_time: 0.076, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8492, loss_cls: 1.4119, loss: 1.4119, grad_norm: 7.3164 2020-08-03 02:22:10,180 - mmaction - INFO - Epoch [57][3280/3757] lr: 1.000e-03, eta: 3 days, 15:35:27, time: 1.974, data_time: 0.076, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4418, loss: 1.4418, grad_norm: 7.1836 2020-08-03 02:22:49,756 - mmaction - INFO - Epoch [57][3300/3757] lr: 1.000e-03, eta: 3 days, 15:34:50, time: 1.988, data_time: 0.011, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8758, loss_cls: 1.3375, loss: 1.3375, grad_norm: 7.0766 2020-08-03 02:23:32,990 - mmaction - INFO - Epoch [57][3320/3757] lr: 1.000e-03, eta: 3 days, 15:34:25, time: 2.161, data_time: 0.007, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.4926, loss: 1.4926, grad_norm: 7.3586 2020-08-03 02:24:06,948 - mmaction - INFO - Epoch [57][3340/3757] lr: 1.000e-03, eta: 3 days, 15:33:31, time: 1.699, data_time: 0.008, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8523, loss_cls: 1.3958, loss: 1.3958, grad_norm: 7.0670 2020-08-03 02:24:48,624 - mmaction - INFO - Epoch [57][3360/3757] lr: 1.000e-03, eta: 3 days, 15:33:00, time: 2.078, data_time: 0.006, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8555, loss_cls: 1.4464, loss: 1.4464, grad_norm: 7.2775 2020-08-03 02:25:26,552 - mmaction - INFO - Epoch [57][3380/3757] lr: 1.000e-03, eta: 3 days, 15:32:18, time: 1.895, data_time: 0.016, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8594, loss_cls: 1.4147, loss: 1.4147, grad_norm: 7.4312 2020-08-03 02:26:07,176 - mmaction - INFO - Epoch [57][3400/3757] lr: 1.000e-03, eta: 3 days, 15:31:44, time: 2.035, data_time: 0.242, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.4265, loss: 1.4265, grad_norm: 7.1253 2020-08-03 02:26:44,421 - mmaction - INFO - Epoch [57][3420/3757] lr: 1.000e-03, eta: 3 days, 15:31:00, time: 1.858, data_time: 0.023, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8609, loss_cls: 1.4069, loss: 1.4069, grad_norm: 7.2475 2020-08-03 02:27:23,982 - mmaction - INFO - Epoch [57][3440/3757] lr: 1.000e-03, eta: 3 days, 15:30:23, time: 1.984, data_time: 0.011, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8406, loss_cls: 1.4872, loss: 1.4872, grad_norm: 7.2889 2020-08-03 02:27:59,743 - mmaction - INFO - Epoch [57][3460/3757] lr: 1.000e-03, eta: 3 days, 15:29:35, time: 1.787, data_time: 0.003, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3408, loss: 1.3408, grad_norm: 7.1734 2020-08-03 02:28:42,513 - mmaction - INFO - Epoch [57][3480/3757] lr: 1.000e-03, eta: 3 days, 15:29:07, time: 2.132, data_time: 0.355, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8398, loss_cls: 1.4727, loss: 1.4727, grad_norm: 7.1374 2020-08-03 02:29:20,534 - mmaction - INFO - Epoch [57][3500/3757] lr: 1.000e-03, eta: 3 days, 15:28:26, time: 1.908, data_time: 0.950, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8445, loss_cls: 1.4366, loss: 1.4366, grad_norm: 7.1809 2020-08-03 02:30:00,707 - mmaction - INFO - Epoch [57][3520/3757] lr: 1.000e-03, eta: 3 days, 15:27:50, time: 2.002, data_time: 0.693, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8352, loss_cls: 1.4382, loss: 1.4382, grad_norm: 7.2265 2020-08-03 02:30:40,862 - mmaction - INFO - Epoch [57][3540/3757] lr: 1.000e-03, eta: 3 days, 15:27:15, time: 2.010, data_time: 1.086, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8508, loss_cls: 1.4080, loss: 1.4080, grad_norm: 7.2893 2020-08-03 02:31:19,344 - mmaction - INFO - Epoch [57][3560/3757] lr: 1.000e-03, eta: 3 days, 15:26:35, time: 1.919, data_time: 1.093, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8422, loss_cls: 1.4783, loss: 1.4783, grad_norm: 7.4540 2020-08-03 02:31:56,198 - mmaction - INFO - Epoch [57][3580/3757] lr: 1.000e-03, eta: 3 days, 15:25:50, time: 1.849, data_time: 1.278, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4150, loss: 1.4150, grad_norm: 7.0912 2020-08-03 02:32:36,159 - mmaction - INFO - Epoch [57][3600/3757] lr: 1.000e-03, eta: 3 days, 15:25:14, time: 2.000, data_time: 0.677, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8391, loss_cls: 1.4429, loss: 1.4429, grad_norm: 7.2124 2020-08-03 02:33:15,364 - mmaction - INFO - Epoch [57][3620/3757] lr: 1.000e-03, eta: 3 days, 15:24:36, time: 1.961, data_time: 0.004, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.3995, loss: 1.3995, grad_norm: 7.1254 2020-08-03 02:33:56,923 - mmaction - INFO - Epoch [57][3640/3757] lr: 1.000e-03, eta: 3 days, 15:24:06, time: 2.078, data_time: 0.003, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8531, loss_cls: 1.3821, loss: 1.3821, grad_norm: 7.0403 2020-08-03 02:34:36,600 - mmaction - INFO - Epoch [57][3660/3757] lr: 1.000e-03, eta: 3 days, 15:23:29, time: 1.982, data_time: 0.008, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3729, loss: 1.3729, grad_norm: 7.3794 2020-08-03 02:35:13,300 - mmaction - INFO - Epoch [57][3680/3757] lr: 1.000e-03, eta: 3 days, 15:22:43, time: 1.833, data_time: 0.365, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8281, loss_cls: 1.5392, loss: 1.5392, grad_norm: 7.4680 2020-08-03 02:35:53,154 - mmaction - INFO - Epoch [57][3700/3757] lr: 1.000e-03, eta: 3 days, 15:22:07, time: 1.997, data_time: 0.644, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8469, loss_cls: 1.3829, loss: 1.3829, grad_norm: 7.0305 2020-08-03 02:36:30,823 - mmaction - INFO - Epoch [57][3720/3757] lr: 1.000e-03, eta: 3 days, 15:21:24, time: 1.875, data_time: 0.863, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.4656, loss: 1.4656, grad_norm: 7.4777 2020-08-03 02:37:10,824 - mmaction - INFO - Epoch [57][3740/3757] lr: 1.000e-03, eta: 3 days, 15:20:49, time: 2.006, data_time: 1.299, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8656, loss_cls: 1.3884, loss: 1.3884, grad_norm: 7.2581 2020-08-03 02:37:37,981 - mmaction - INFO - Saving checkpoint at 57 epochs 2020-08-03 02:38:33,044 - mmaction - INFO - Epoch [58][20/3757] lr: 1.000e-03, eta: 3 days, 15:18:38, time: 2.653, data_time: 1.433, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8555, loss_cls: 1.4116, loss: 1.4116, grad_norm: 7.4118 2020-08-03 02:39:12,812 - mmaction - INFO - Epoch [58][40/3757] lr: 1.000e-03, eta: 3 days, 15:18:02, time: 1.995, data_time: 0.938, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.3610, loss: 1.3610, grad_norm: 6.9434 2020-08-03 02:39:53,993 - mmaction - INFO - Epoch [58][60/3757] lr: 1.000e-03, eta: 3 days, 15:17:30, time: 2.057, data_time: 0.773, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8766, loss_cls: 1.3394, loss: 1.3394, grad_norm: 7.3467 2020-08-03 02:40:36,653 - mmaction - INFO - Epoch [58][80/3757] lr: 1.000e-03, eta: 3 days, 15:17:03, time: 2.136, data_time: 0.117, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8727, loss_cls: 1.3364, loss: 1.3364, grad_norm: 7.3957 2020-08-03 02:41:13,813 - mmaction - INFO - Epoch [58][100/3757] lr: 1.000e-03, eta: 3 days, 15:16:18, time: 1.852, data_time: 0.008, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8336, loss_cls: 1.5329, loss: 1.5329, grad_norm: 7.4825 2020-08-03 02:41:52,114 - mmaction - INFO - Epoch [58][120/3757] lr: 1.000e-03, eta: 3 days, 15:15:38, time: 1.921, data_time: 0.009, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8570, loss_cls: 1.3443, loss: 1.3443, grad_norm: 7.2951 2020-08-03 02:42:29,893 - mmaction - INFO - Epoch [58][140/3757] lr: 1.000e-03, eta: 3 days, 15:14:56, time: 1.889, data_time: 0.003, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3355, loss: 1.3355, grad_norm: 6.9717 2020-08-03 02:43:08,934 - mmaction - INFO - Epoch [58][160/3757] lr: 1.000e-03, eta: 3 days, 15:14:16, time: 1.944, data_time: 0.008, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8555, loss_cls: 1.3914, loss: 1.3914, grad_norm: 7.1558 2020-08-03 02:43:48,576 - mmaction - INFO - Epoch [58][180/3757] lr: 1.000e-03, eta: 3 days, 15:13:40, time: 1.986, data_time: 0.021, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3632, loss: 1.3632, grad_norm: 6.9989 2020-08-03 02:44:30,657 - mmaction - INFO - Epoch [58][200/3757] lr: 1.000e-03, eta: 3 days, 15:13:11, time: 2.107, data_time: 0.179, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8461, loss_cls: 1.4817, loss: 1.4817, grad_norm: 7.3467 2020-08-03 02:45:10,755 - mmaction - INFO - Epoch [58][220/3757] lr: 1.000e-03, eta: 3 days, 15:12:35, time: 2.003, data_time: 0.644, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8641, loss_cls: 1.4079, loss: 1.4079, grad_norm: 7.2517 2020-08-03 02:45:48,099 - mmaction - INFO - Epoch [58][240/3757] lr: 1.000e-03, eta: 3 days, 15:11:52, time: 1.871, data_time: 1.179, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8547, loss_cls: 1.4001, loss: 1.4001, grad_norm: 7.0847 2020-08-03 02:46:25,121 - mmaction - INFO - Epoch [58][260/3757] lr: 1.000e-03, eta: 3 days, 15:11:07, time: 1.842, data_time: 0.320, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8336, loss_cls: 1.4290, loss: 1.4290, grad_norm: 7.2654 2020-08-03 02:47:05,574 - mmaction - INFO - Epoch [58][280/3757] lr: 1.000e-03, eta: 3 days, 15:10:33, time: 2.028, data_time: 0.743, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8414, loss_cls: 1.4463, loss: 1.4463, grad_norm: 7.2806 2020-08-03 02:47:41,609 - mmaction - INFO - Epoch [58][300/3757] lr: 1.000e-03, eta: 3 days, 15:09:45, time: 1.803, data_time: 0.225, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3381, loss: 1.3381, grad_norm: 7.0126 2020-08-03 02:48:20,261 - mmaction - INFO - Epoch [58][320/3757] lr: 1.000e-03, eta: 3 days, 15:09:06, time: 1.934, data_time: 0.331, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.3387, loss: 1.3387, grad_norm: 7.0996 2020-08-03 02:48:58,748 - mmaction - INFO - Epoch [58][340/3757] lr: 1.000e-03, eta: 3 days, 15:08:25, time: 1.918, data_time: 0.008, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4268, loss: 1.4268, grad_norm: 7.1482 2020-08-03 02:49:37,200 - mmaction - INFO - Epoch [58][360/3757] lr: 1.000e-03, eta: 3 days, 15:07:45, time: 1.929, data_time: 0.063, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8508, loss_cls: 1.4727, loss: 1.4727, grad_norm: 7.3332 2020-08-03 02:50:17,635 - mmaction - INFO - Epoch [58][380/3757] lr: 1.000e-03, eta: 3 days, 15:07:10, time: 2.014, data_time: 0.014, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.3072, loss: 1.3072, grad_norm: 7.1698 2020-08-03 02:50:58,722 - mmaction - INFO - Epoch [58][400/3757] lr: 1.000e-03, eta: 3 days, 15:06:38, time: 2.062, data_time: 0.104, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4215, loss: 1.4215, grad_norm: 7.3946 2020-08-03 02:51:37,522 - mmaction - INFO - Epoch [58][420/3757] lr: 1.000e-03, eta: 3 days, 15:05:59, time: 1.938, data_time: 0.056, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8617, loss_cls: 1.3596, loss: 1.3596, grad_norm: 7.0777 2020-08-03 02:52:19,199 - mmaction - INFO - Epoch [58][440/3757] lr: 1.000e-03, eta: 3 days, 15:05:28, time: 2.079, data_time: 0.077, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8727, loss_cls: 1.3030, loss: 1.3030, grad_norm: 7.0347 2020-08-03 02:52:56,906 - mmaction - INFO - Epoch [58][460/3757] lr: 1.000e-03, eta: 3 days, 15:04:46, time: 1.893, data_time: 0.011, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.3512, loss: 1.3512, grad_norm: 7.2421 2020-08-03 02:53:35,840 - mmaction - INFO - Epoch [58][480/3757] lr: 1.000e-03, eta: 3 days, 15:04:06, time: 1.938, data_time: 1.081, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8680, loss_cls: 1.3379, loss: 1.3379, grad_norm: 7.0081 2020-08-03 02:54:14,679 - mmaction - INFO - Epoch [58][500/3757] lr: 1.000e-03, eta: 3 days, 15:03:28, time: 1.950, data_time: 0.809, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8578, loss_cls: 1.4071, loss: 1.4071, grad_norm: 7.3563 2020-08-03 02:54:52,527 - mmaction - INFO - Epoch [58][520/3757] lr: 1.000e-03, eta: 3 days, 15:02:45, time: 1.888, data_time: 0.055, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4574, loss: 1.4574, grad_norm: 7.4254 2020-08-03 02:55:34,909 - mmaction - INFO - Epoch [58][540/3757] lr: 1.000e-03, eta: 3 days, 15:02:17, time: 2.117, data_time: 0.363, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8641, loss_cls: 1.3548, loss: 1.3548, grad_norm: 7.2448 2020-08-03 02:56:09,848 - mmaction - INFO - Epoch [58][560/3757] lr: 1.000e-03, eta: 3 days, 15:01:26, time: 1.754, data_time: 1.189, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8664, loss_cls: 1.3413, loss: 1.3413, grad_norm: 7.1065 2020-08-03 02:56:52,381 - mmaction - INFO - Epoch [58][580/3757] lr: 1.000e-03, eta: 3 days, 15:00:58, time: 2.125, data_time: 1.201, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.4119, loss: 1.4119, grad_norm: 7.3149 2020-08-03 02:57:27,783 - mmaction - INFO - Epoch [58][600/3757] lr: 1.000e-03, eta: 3 days, 15:00:09, time: 1.772, data_time: 0.595, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8477, loss_cls: 1.4026, loss: 1.4026, grad_norm: 7.2421 2020-08-03 02:58:08,641 - mmaction - INFO - Epoch [58][620/3757] lr: 1.000e-03, eta: 3 days, 14:59:35, time: 2.033, data_time: 0.023, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8672, loss_cls: 1.3714, loss: 1.3714, grad_norm: 7.1979 2020-08-03 02:58:46,283 - mmaction - INFO - Epoch [58][640/3757] lr: 1.000e-03, eta: 3 days, 14:58:53, time: 1.892, data_time: 0.012, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8531, loss_cls: 1.3828, loss: 1.3828, grad_norm: 7.4132 2020-08-03 02:59:21,967 - mmaction - INFO - Epoch [58][660/3757] lr: 1.000e-03, eta: 3 days, 14:58:04, time: 1.783, data_time: 0.018, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.4208, loss: 1.4208, grad_norm: 7.2848 2020-08-03 03:00:02,918 - mmaction - INFO - Epoch [58][680/3757] lr: 1.000e-03, eta: 3 days, 14:57:31, time: 2.047, data_time: 0.003, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4430, loss: 1.4430, grad_norm: 7.3268 2020-08-03 03:00:45,677 - mmaction - INFO - Epoch [58][700/3757] lr: 1.000e-03, eta: 3 days, 14:57:04, time: 2.130, data_time: 0.004, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8500, loss_cls: 1.4687, loss: 1.4687, grad_norm: 7.4875 2020-08-03 03:01:23,282 - mmaction - INFO - Epoch [58][720/3757] lr: 1.000e-03, eta: 3 days, 14:56:21, time: 1.880, data_time: 0.018, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8352, loss_cls: 1.5163, loss: 1.5163, grad_norm: 7.5191 2020-08-03 03:02:04,066 - mmaction - INFO - Epoch [58][740/3757] lr: 1.000e-03, eta: 3 days, 14:55:48, time: 2.042, data_time: 0.011, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8578, loss_cls: 1.3516, loss: 1.3516, grad_norm: 7.3320 2020-08-03 03:02:41,401 - mmaction - INFO - Epoch [58][760/3757] lr: 1.000e-03, eta: 3 days, 14:55:04, time: 1.872, data_time: 0.010, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.4464, loss: 1.4464, grad_norm: 7.4806 2020-08-03 03:03:22,382 - mmaction - INFO - Epoch [58][780/3757] lr: 1.000e-03, eta: 3 days, 14:54:31, time: 2.047, data_time: 0.008, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8648, loss_cls: 1.3240, loss: 1.3240, grad_norm: 6.9774 2020-08-03 03:03:57,466 - mmaction - INFO - Epoch [58][800/3757] lr: 1.000e-03, eta: 3 days, 14:53:41, time: 1.756, data_time: 0.023, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8672, loss_cls: 1.3290, loss: 1.3290, grad_norm: 7.1455 2020-08-03 03:04:40,835 - mmaction - INFO - Epoch [58][820/3757] lr: 1.000e-03, eta: 3 days, 14:53:15, time: 2.168, data_time: 0.099, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8516, loss_cls: 1.3441, loss: 1.3441, grad_norm: 7.1672 2020-08-03 03:05:15,814 - mmaction - INFO - Epoch [58][840/3757] lr: 1.000e-03, eta: 3 days, 14:52:24, time: 1.745, data_time: 0.004, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4269, loss: 1.4269, grad_norm: 7.2781 2020-08-03 03:05:52,956 - mmaction - INFO - Epoch [58][860/3757] lr: 1.000e-03, eta: 3 days, 14:51:40, time: 1.861, data_time: 0.265, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8492, loss_cls: 1.4477, loss: 1.4477, grad_norm: 7.5819 2020-08-03 03:06:31,422 - mmaction - INFO - Epoch [58][880/3757] lr: 1.000e-03, eta: 3 days, 14:51:00, time: 1.921, data_time: 0.243, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8461, loss_cls: 1.4764, loss: 1.4764, grad_norm: 7.2999 2020-08-03 03:07:12,736 - mmaction - INFO - Epoch [58][900/3757] lr: 1.000e-03, eta: 3 days, 14:50:28, time: 2.070, data_time: 0.009, memory: 5166, top1_acc: 0.6242, top5_acc: 0.8250, loss_cls: 1.5659, loss: 1.5659, grad_norm: 7.6064 2020-08-03 03:07:53,361 - mmaction - INFO - Epoch [58][920/3757] lr: 1.000e-03, eta: 3 days, 14:49:54, time: 2.024, data_time: 0.006, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3765, loss: 1.3765, grad_norm: 7.3002 2020-08-03 03:08:33,842 - mmaction - INFO - Epoch [58][940/3757] lr: 1.000e-03, eta: 3 days, 14:49:20, time: 2.029, data_time: 0.010, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8539, loss_cls: 1.4286, loss: 1.4286, grad_norm: 7.2923 2020-08-03 03:09:12,811 - mmaction - INFO - Epoch [58][960/3757] lr: 1.000e-03, eta: 3 days, 14:48:41, time: 1.942, data_time: 0.011, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.4037, loss: 1.4037, grad_norm: 7.2116 2020-08-03 03:09:48,146 - mmaction - INFO - Epoch [58][980/3757] lr: 1.000e-03, eta: 3 days, 14:47:52, time: 1.774, data_time: 0.013, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8688, loss_cls: 1.3430, loss: 1.3430, grad_norm: 7.1421 2020-08-03 03:10:26,795 - mmaction - INFO - Epoch [58][1000/3757] lr: 1.000e-03, eta: 3 days, 14:47:12, time: 1.933, data_time: 0.141, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8703, loss_cls: 1.3244, loss: 1.3244, grad_norm: 7.3265 2020-08-03 03:11:02,913 - mmaction - INFO - Epoch [58][1020/3757] lr: 1.000e-03, eta: 3 days, 14:46:25, time: 1.804, data_time: 0.055, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.4674, loss: 1.4674, grad_norm: 7.3711 2020-08-03 03:11:44,030 - mmaction - INFO - Epoch [58][1040/3757] lr: 1.000e-03, eta: 3 days, 14:45:53, time: 2.057, data_time: 0.396, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8398, loss_cls: 1.5083, loss: 1.5083, grad_norm: 7.6458 2020-08-03 03:12:21,338 - mmaction - INFO - Epoch [58][1060/3757] lr: 1.000e-03, eta: 3 days, 14:45:09, time: 1.865, data_time: 0.047, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.3020, loss: 1.3020, grad_norm: 7.1312 2020-08-03 03:12:59,996 - mmaction - INFO - Epoch [58][1080/3757] lr: 1.000e-03, eta: 3 days, 14:44:29, time: 1.930, data_time: 0.015, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8570, loss_cls: 1.4056, loss: 1.4056, grad_norm: 7.2552 2020-08-03 03:13:38,866 - mmaction - INFO - Epoch [58][1100/3757] lr: 1.000e-03, eta: 3 days, 14:43:50, time: 1.941, data_time: 0.109, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8734, loss_cls: 1.2619, loss: 1.2619, grad_norm: 7.1234 2020-08-03 03:14:16,515 - mmaction - INFO - Epoch [58][1120/3757] lr: 1.000e-03, eta: 3 days, 14:43:07, time: 1.888, data_time: 0.031, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8438, loss_cls: 1.4572, loss: 1.4572, grad_norm: 7.5398 2020-08-03 03:14:58,014 - mmaction - INFO - Epoch [58][1140/3757] lr: 1.000e-03, eta: 3 days, 14:42:36, time: 2.069, data_time: 0.215, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8461, loss_cls: 1.4192, loss: 1.4192, grad_norm: 7.2473 2020-08-03 03:15:34,409 - mmaction - INFO - Epoch [58][1160/3757] lr: 1.000e-03, eta: 3 days, 14:41:49, time: 1.824, data_time: 0.056, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8523, loss_cls: 1.4381, loss: 1.4381, grad_norm: 7.5479 2020-08-03 03:16:17,019 - mmaction - INFO - Epoch [58][1180/3757] lr: 1.000e-03, eta: 3 days, 14:41:21, time: 2.125, data_time: 0.426, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8469, loss_cls: 1.4411, loss: 1.4411, grad_norm: 7.3873 2020-08-03 03:16:52,818 - mmaction - INFO - Epoch [58][1200/3757] lr: 1.000e-03, eta: 3 days, 14:40:33, time: 1.797, data_time: 0.011, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.3896, loss: 1.3896, grad_norm: 7.3698 2020-08-03 03:17:29,807 - mmaction - INFO - Epoch [58][1220/3757] lr: 1.000e-03, eta: 3 days, 14:39:48, time: 1.841, data_time: 0.013, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8477, loss_cls: 1.3937, loss: 1.3937, grad_norm: 7.4153 2020-08-03 03:18:08,109 - mmaction - INFO - Epoch [58][1240/3757] lr: 1.000e-03, eta: 3 days, 14:39:08, time: 1.924, data_time: 0.011, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.3928, loss: 1.3928, grad_norm: 7.3812 2020-08-03 03:18:49,504 - mmaction - INFO - Epoch [58][1260/3757] lr: 1.000e-03, eta: 3 days, 14:38:36, time: 2.066, data_time: 0.098, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8664, loss_cls: 1.3249, loss: 1.3249, grad_norm: 7.1702 2020-08-03 03:19:25,521 - mmaction - INFO - Epoch [58][1280/3757] lr: 1.000e-03, eta: 3 days, 14:37:49, time: 1.804, data_time: 0.082, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8352, loss_cls: 1.4974, loss: 1.4974, grad_norm: 7.3205 2020-08-03 03:20:08,909 - mmaction - INFO - Epoch [58][1300/3757] lr: 1.000e-03, eta: 3 days, 14:37:23, time: 2.170, data_time: 0.009, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8430, loss_cls: 1.3513, loss: 1.3513, grad_norm: 6.9065 2020-08-03 03:20:47,452 - mmaction - INFO - Epoch [58][1320/3757] lr: 1.000e-03, eta: 3 days, 14:36:43, time: 1.926, data_time: 0.002, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8383, loss_cls: 1.4273, loss: 1.4273, grad_norm: 7.2697 2020-08-03 03:21:28,506 - mmaction - INFO - Epoch [58][1340/3757] lr: 1.000e-03, eta: 3 days, 14:36:10, time: 2.042, data_time: 0.009, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8438, loss_cls: 1.4371, loss: 1.4371, grad_norm: 7.2319 2020-08-03 03:22:08,524 - mmaction - INFO - Epoch [58][1360/3757] lr: 1.000e-03, eta: 3 days, 14:35:35, time: 2.009, data_time: 0.502, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8461, loss_cls: 1.4762, loss: 1.4762, grad_norm: 7.3083 2020-08-03 03:22:45,245 - mmaction - INFO - Epoch [58][1380/3757] lr: 1.000e-03, eta: 3 days, 14:34:50, time: 1.838, data_time: 0.279, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.3264, loss: 1.3264, grad_norm: 6.8850 2020-08-03 03:23:24,060 - mmaction - INFO - Epoch [58][1400/3757] lr: 1.000e-03, eta: 3 days, 14:34:10, time: 1.941, data_time: 0.010, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8656, loss_cls: 1.2906, loss: 1.2906, grad_norm: 6.8816 2020-08-03 03:24:02,018 - mmaction - INFO - Epoch [58][1420/3757] lr: 1.000e-03, eta: 3 days, 14:33:28, time: 1.897, data_time: 0.003, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3740, loss: 1.3740, grad_norm: 7.1073 2020-08-03 03:24:41,380 - mmaction - INFO - Epoch [58][1440/3757] lr: 1.000e-03, eta: 3 days, 14:32:50, time: 1.962, data_time: 0.012, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.4912, loss: 1.4912, grad_norm: 7.4504 2020-08-03 03:25:21,701 - mmaction - INFO - Epoch [58][1460/3757] lr: 1.000e-03, eta: 3 days, 14:32:16, time: 2.021, data_time: 0.010, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.4376, loss: 1.4376, grad_norm: 7.2433 2020-08-03 03:26:02,285 - mmaction - INFO - Epoch [58][1480/3757] lr: 1.000e-03, eta: 3 days, 14:31:42, time: 2.032, data_time: 1.199, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8555, loss_cls: 1.3947, loss: 1.3947, grad_norm: 7.1845 2020-08-03 03:26:37,211 - mmaction - INFO - Epoch [58][1500/3757] lr: 1.000e-03, eta: 3 days, 14:30:51, time: 1.739, data_time: 1.081, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3872, loss: 1.3872, grad_norm: 7.2701 2020-08-03 03:27:16,298 - mmaction - INFO - Epoch [58][1520/3757] lr: 1.000e-03, eta: 3 days, 14:30:13, time: 1.960, data_time: 0.106, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.3955, loss: 1.3955, grad_norm: 7.2030 2020-08-03 03:27:55,009 - mmaction - INFO - Epoch [58][1540/3757] lr: 1.000e-03, eta: 3 days, 14:29:33, time: 1.927, data_time: 0.123, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8430, loss_cls: 1.3895, loss: 1.3895, grad_norm: 7.2455 2020-08-03 03:28:33,671 - mmaction - INFO - Epoch [58][1560/3757] lr: 1.000e-03, eta: 3 days, 14:28:54, time: 1.942, data_time: 0.706, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8766, loss_cls: 1.3310, loss: 1.3310, grad_norm: 7.2367 2020-08-03 03:29:14,735 - mmaction - INFO - Epoch [58][1580/3757] lr: 1.000e-03, eta: 3 days, 14:28:21, time: 2.052, data_time: 1.456, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8492, loss_cls: 1.4160, loss: 1.4160, grad_norm: 7.1808 2020-08-03 03:29:49,492 - mmaction - INFO - Epoch [58][1600/3757] lr: 1.000e-03, eta: 3 days, 14:27:30, time: 1.738, data_time: 0.548, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8445, loss_cls: 1.4118, loss: 1.4118, grad_norm: 6.9378 2020-08-03 03:30:28,556 - mmaction - INFO - Epoch [58][1620/3757] lr: 1.000e-03, eta: 3 days, 14:26:51, time: 1.948, data_time: 0.286, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8656, loss_cls: 1.3312, loss: 1.3312, grad_norm: 7.1059 2020-08-03 03:31:08,471 - mmaction - INFO - Epoch [58][1640/3757] lr: 1.000e-03, eta: 3 days, 14:26:16, time: 2.001, data_time: 0.042, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.3658, loss: 1.3658, grad_norm: 7.4398 2020-08-03 03:31:47,389 - mmaction - INFO - Epoch [58][1660/3757] lr: 1.000e-03, eta: 3 days, 14:25:36, time: 1.939, data_time: 0.435, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8570, loss_cls: 1.4066, loss: 1.4066, grad_norm: 7.2013 2020-08-03 03:32:26,735 - mmaction - INFO - Epoch [58][1680/3757] lr: 1.000e-03, eta: 3 days, 14:24:59, time: 1.974, data_time: 0.989, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8586, loss_cls: 1.3966, loss: 1.3966, grad_norm: 7.4849 2020-08-03 03:33:07,780 - mmaction - INFO - Epoch [58][1700/3757] lr: 1.000e-03, eta: 3 days, 14:24:26, time: 2.051, data_time: 0.656, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8555, loss_cls: 1.4428, loss: 1.4428, grad_norm: 7.4795 2020-08-03 03:33:43,925 - mmaction - INFO - Epoch [58][1720/3757] lr: 1.000e-03, eta: 3 days, 14:23:39, time: 1.806, data_time: 0.458, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4396, loss: 1.4396, grad_norm: 7.3366 2020-08-03 03:34:19,116 - mmaction - INFO - Epoch [58][1740/3757] lr: 1.000e-03, eta: 3 days, 14:22:49, time: 1.761, data_time: 0.368, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8664, loss_cls: 1.3685, loss: 1.3685, grad_norm: 7.1444 2020-08-03 03:34:56,909 - mmaction - INFO - Epoch [58][1760/3757] lr: 1.000e-03, eta: 3 days, 14:22:07, time: 1.888, data_time: 1.025, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8523, loss_cls: 1.4094, loss: 1.4094, grad_norm: 7.2435 2020-08-03 03:35:37,287 - mmaction - INFO - Epoch [58][1780/3757] lr: 1.000e-03, eta: 3 days, 14:21:32, time: 2.018, data_time: 0.750, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8445, loss_cls: 1.3720, loss: 1.3720, grad_norm: 7.1566 2020-08-03 03:36:17,166 - mmaction - INFO - Epoch [58][1800/3757] lr: 1.000e-03, eta: 3 days, 14:20:56, time: 1.994, data_time: 0.363, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8445, loss_cls: 1.3827, loss: 1.3827, grad_norm: 7.1540 2020-08-03 03:36:55,005 - mmaction - INFO - Epoch [58][1820/3757] lr: 1.000e-03, eta: 3 days, 14:20:14, time: 1.894, data_time: 0.325, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8578, loss_cls: 1.4269, loss: 1.4269, grad_norm: 7.3011 2020-08-03 03:37:33,840 - mmaction - INFO - Epoch [58][1840/3757] lr: 1.000e-03, eta: 3 days, 14:19:35, time: 1.935, data_time: 0.117, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4317, loss: 1.4317, grad_norm: 7.2894 2020-08-03 03:38:13,849 - mmaction - INFO - Epoch [58][1860/3757] lr: 1.000e-03, eta: 3 days, 14:18:59, time: 2.009, data_time: 0.031, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.3719, loss: 1.3719, grad_norm: 7.1489 2020-08-03 03:38:51,628 - mmaction - INFO - Epoch [58][1880/3757] lr: 1.000e-03, eta: 3 days, 14:18:17, time: 1.889, data_time: 0.205, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8617, loss_cls: 1.3504, loss: 1.3504, grad_norm: 7.0796 2020-08-03 03:39:33,587 - mmaction - INFO - Epoch [58][1900/3757] lr: 1.000e-03, eta: 3 days, 14:17:47, time: 2.090, data_time: 1.262, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8438, loss_cls: 1.4883, loss: 1.4883, grad_norm: 7.3663 2020-08-03 03:40:14,619 - mmaction - INFO - Epoch [58][1920/3757] lr: 1.000e-03, eta: 3 days, 14:17:14, time: 2.058, data_time: 0.767, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.2993, loss: 1.2993, grad_norm: 6.8521 2020-08-03 03:40:53,101 - mmaction - INFO - Epoch [58][1940/3757] lr: 1.000e-03, eta: 3 days, 14:16:34, time: 1.926, data_time: 0.006, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8617, loss_cls: 1.3700, loss: 1.3700, grad_norm: 7.3659 2020-08-03 03:41:34,255 - mmaction - INFO - Epoch [58][1960/3757] lr: 1.000e-03, eta: 3 days, 14:16:02, time: 2.054, data_time: 0.007, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3866, loss: 1.3866, grad_norm: 7.1582 2020-08-03 03:42:12,418 - mmaction - INFO - Epoch [58][1980/3757] lr: 1.000e-03, eta: 3 days, 14:15:21, time: 1.911, data_time: 0.009, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3651, loss: 1.3651, grad_norm: 7.1156 2020-08-03 03:42:49,692 - mmaction - INFO - Epoch [58][2000/3757] lr: 1.000e-03, eta: 3 days, 14:14:37, time: 1.858, data_time: 0.008, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8609, loss_cls: 1.3825, loss: 1.3825, grad_norm: 7.3417 2020-08-03 03:43:29,366 - mmaction - INFO - Epoch [58][2020/3757] lr: 1.000e-03, eta: 3 days, 14:14:00, time: 1.989, data_time: 0.014, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4311, loss: 1.4311, grad_norm: 7.3413 2020-08-03 03:44:04,661 - mmaction - INFO - Epoch [58][2040/3757] lr: 1.000e-03, eta: 3 days, 14:13:10, time: 1.760, data_time: 0.003, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8617, loss_cls: 1.4052, loss: 1.4052, grad_norm: 7.2201 2020-08-03 03:44:42,206 - mmaction - INFO - Epoch [58][2060/3757] lr: 1.000e-03, eta: 3 days, 14:12:28, time: 1.880, data_time: 0.013, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8422, loss_cls: 1.4335, loss: 1.4335, grad_norm: 7.3883 2020-08-03 03:45:26,217 - mmaction - INFO - Epoch [58][2080/3757] lr: 1.000e-03, eta: 3 days, 14:12:04, time: 2.201, data_time: 0.406, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8484, loss_cls: 1.4250, loss: 1.4250, grad_norm: 7.1689 2020-08-03 03:46:04,867 - mmaction - INFO - Epoch [58][2100/3757] lr: 1.000e-03, eta: 3 days, 14:11:24, time: 1.936, data_time: 0.265, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.3357, loss: 1.3357, grad_norm: 6.8986 2020-08-03 03:46:43,574 - mmaction - INFO - Epoch [58][2120/3757] lr: 1.000e-03, eta: 3 days, 14:10:44, time: 1.926, data_time: 1.017, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8445, loss_cls: 1.3754, loss: 1.3754, grad_norm: 7.2028 2020-08-03 03:47:22,401 - mmaction - INFO - Epoch [58][2140/3757] lr: 1.000e-03, eta: 3 days, 14:10:05, time: 1.948, data_time: 0.959, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8500, loss_cls: 1.4121, loss: 1.4121, grad_norm: 7.2843 2020-08-03 03:48:04,415 - mmaction - INFO - Epoch [58][2160/3757] lr: 1.000e-03, eta: 3 days, 14:09:35, time: 2.099, data_time: 1.532, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8625, loss_cls: 1.3310, loss: 1.3310, grad_norm: 6.9464 2020-08-03 03:48:43,298 - mmaction - INFO - Epoch [58][2180/3757] lr: 1.000e-03, eta: 3 days, 14:08:56, time: 1.947, data_time: 0.797, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8359, loss_cls: 1.4208, loss: 1.4208, grad_norm: 7.3327 2020-08-03 03:49:19,603 - mmaction - INFO - Epoch [58][2200/3757] lr: 1.000e-03, eta: 3 days, 14:08:10, time: 1.816, data_time: 0.221, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8516, loss_cls: 1.3898, loss: 1.3898, grad_norm: 7.1363 2020-08-03 03:50:01,414 - mmaction - INFO - Epoch [58][2220/3757] lr: 1.000e-03, eta: 3 days, 14:07:39, time: 2.091, data_time: 0.395, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.4049, loss: 1.4049, grad_norm: 7.3540 2020-08-03 03:50:35,729 - mmaction - INFO - Epoch [58][2240/3757] lr: 1.000e-03, eta: 3 days, 14:06:47, time: 1.712, data_time: 0.019, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8430, loss_cls: 1.4507, loss: 1.4507, grad_norm: 7.2078 2020-08-03 03:51:12,770 - mmaction - INFO - Epoch [58][2260/3757] lr: 1.000e-03, eta: 3 days, 14:06:03, time: 1.855, data_time: 0.207, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8625, loss_cls: 1.3411, loss: 1.3411, grad_norm: 7.0022 2020-08-03 03:51:55,135 - mmaction - INFO - Epoch [58][2280/3757] lr: 1.000e-03, eta: 3 days, 14:05:33, time: 2.109, data_time: 0.117, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.3624, loss: 1.3624, grad_norm: 7.0989 2020-08-03 03:52:34,127 - mmaction - INFO - Epoch [58][2300/3757] lr: 1.000e-03, eta: 3 days, 14:04:55, time: 1.959, data_time: 0.363, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8484, loss_cls: 1.4110, loss: 1.4110, grad_norm: 7.0316 2020-08-03 03:53:14,393 - mmaction - INFO - Epoch [58][2320/3757] lr: 1.000e-03, eta: 3 days, 14:04:20, time: 2.004, data_time: 0.492, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8562, loss_cls: 1.4014, loss: 1.4014, grad_norm: 7.0543 2020-08-03 03:53:53,922 - mmaction - INFO - Epoch [58][2340/3757] lr: 1.000e-03, eta: 3 days, 14:03:43, time: 1.985, data_time: 0.384, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8625, loss_cls: 1.3631, loss: 1.3631, grad_norm: 7.0811 2020-08-03 03:54:32,003 - mmaction - INFO - Epoch [58][2360/3757] lr: 1.000e-03, eta: 3 days, 14:03:01, time: 1.898, data_time: 0.009, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4271, loss: 1.4271, grad_norm: 7.1378 2020-08-03 03:55:09,877 - mmaction - INFO - Epoch [58][2380/3757] lr: 1.000e-03, eta: 3 days, 14:02:19, time: 1.897, data_time: 0.010, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8398, loss_cls: 1.4317, loss: 1.4317, grad_norm: 7.0621 2020-08-03 03:55:48,913 - mmaction - INFO - Epoch [58][2400/3757] lr: 1.000e-03, eta: 3 days, 14:01:41, time: 1.956, data_time: 0.006, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8492, loss_cls: 1.3689, loss: 1.3689, grad_norm: 6.9946 2020-08-03 03:56:29,378 - mmaction - INFO - Epoch [58][2420/3757] lr: 1.000e-03, eta: 3 days, 14:01:06, time: 2.015, data_time: 0.008, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8477, loss_cls: 1.4424, loss: 1.4424, grad_norm: 7.3731 2020-08-03 03:57:06,623 - mmaction - INFO - Epoch [58][2440/3757] lr: 1.000e-03, eta: 3 days, 14:00:23, time: 1.870, data_time: 0.010, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8430, loss_cls: 1.4383, loss: 1.4383, grad_norm: 7.0442 2020-08-03 03:57:48,496 - mmaction - INFO - Epoch [58][2460/3757] lr: 1.000e-03, eta: 3 days, 13:59:52, time: 2.086, data_time: 0.007, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8461, loss_cls: 1.4551, loss: 1.4551, grad_norm: 7.2830 2020-08-03 03:58:23,737 - mmaction - INFO - Epoch [58][2480/3757] lr: 1.000e-03, eta: 3 days, 13:59:03, time: 1.767, data_time: 0.011, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4403, loss: 1.4403, grad_norm: 7.3093 2020-08-03 03:59:01,849 - mmaction - INFO - Epoch [58][2500/3757] lr: 1.000e-03, eta: 3 days, 13:58:22, time: 1.909, data_time: 0.012, memory: 5166, top1_acc: 0.6312, top5_acc: 0.8586, loss_cls: 1.3893, loss: 1.3893, grad_norm: 7.3045 2020-08-03 03:59:42,808 - mmaction - INFO - Epoch [58][2520/3757] lr: 1.000e-03, eta: 3 days, 13:57:48, time: 2.046, data_time: 0.008, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8367, loss_cls: 1.4922, loss: 1.4922, grad_norm: 7.4323 2020-08-03 04:00:25,531 - mmaction - INFO - Epoch [58][2540/3757] lr: 1.000e-03, eta: 3 days, 13:57:20, time: 2.120, data_time: 0.005, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8641, loss_cls: 1.3545, loss: 1.3545, grad_norm: 7.4477 2020-08-03 04:01:03,610 - mmaction - INFO - Epoch [58][2560/3757] lr: 1.000e-03, eta: 3 days, 13:56:39, time: 1.920, data_time: 0.279, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.4012, loss: 1.4012, grad_norm: 7.3784 2020-08-03 04:01:42,960 - mmaction - INFO - Epoch [58][2580/3757] lr: 1.000e-03, eta: 3 days, 13:56:01, time: 1.961, data_time: 0.598, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3884, loss: 1.3884, grad_norm: 7.1571 2020-08-03 04:02:20,216 - mmaction - INFO - Epoch [58][2600/3757] lr: 1.000e-03, eta: 3 days, 13:55:18, time: 1.867, data_time: 0.010, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8562, loss_cls: 1.4169, loss: 1.4169, grad_norm: 7.4542 2020-08-03 04:03:01,294 - mmaction - INFO - Epoch [58][2620/3757] lr: 1.000e-03, eta: 3 days, 13:54:45, time: 2.050, data_time: 0.009, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8547, loss_cls: 1.3990, loss: 1.3990, grad_norm: 7.0940 2020-08-03 04:03:38,005 - mmaction - INFO - Epoch [58][2640/3757] lr: 1.000e-03, eta: 3 days, 13:54:00, time: 1.843, data_time: 0.022, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3510, loss: 1.3510, grad_norm: 6.9964 2020-08-03 04:04:19,302 - mmaction - INFO - Epoch [58][2660/3757] lr: 1.000e-03, eta: 3 days, 13:53:28, time: 2.063, data_time: 0.053, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.4014, loss: 1.4014, grad_norm: 7.1837 2020-08-03 04:04:57,463 - mmaction - INFO - Epoch [58][2680/3757] lr: 1.000e-03, eta: 3 days, 13:52:47, time: 1.910, data_time: 0.220, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8578, loss_cls: 1.4097, loss: 1.4097, grad_norm: 7.3648 2020-08-03 04:05:38,474 - mmaction - INFO - Epoch [58][2700/3757] lr: 1.000e-03, eta: 3 days, 13:52:14, time: 2.047, data_time: 0.007, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.4690, loss: 1.4690, grad_norm: 7.4163 2020-08-03 04:06:17,169 - mmaction - INFO - Epoch [58][2720/3757] lr: 1.000e-03, eta: 3 days, 13:51:34, time: 1.938, data_time: 0.006, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8539, loss_cls: 1.4058, loss: 1.4058, grad_norm: 7.2230 2020-08-03 04:06:55,595 - mmaction - INFO - Epoch [58][2740/3757] lr: 1.000e-03, eta: 3 days, 13:50:54, time: 1.918, data_time: 0.090, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8609, loss_cls: 1.4261, loss: 1.4261, grad_norm: 7.2386 2020-08-03 04:07:35,123 - mmaction - INFO - Epoch [58][2760/3757] lr: 1.000e-03, eta: 3 days, 13:50:17, time: 1.980, data_time: 0.008, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4125, loss: 1.4125, grad_norm: 7.2830 2020-08-03 04:08:14,018 - mmaction - INFO - Epoch [58][2780/3757] lr: 1.000e-03, eta: 3 days, 13:49:37, time: 1.939, data_time: 0.382, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.3034, loss: 1.3034, grad_norm: 6.9684 2020-08-03 04:08:56,979 - mmaction - INFO - Epoch [58][2800/3757] lr: 1.000e-03, eta: 3 days, 13:49:10, time: 2.152, data_time: 0.849, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8523, loss_cls: 1.3905, loss: 1.3905, grad_norm: 7.2150 2020-08-03 04:09:32,514 - mmaction - INFO - Epoch [58][2820/3757] lr: 1.000e-03, eta: 3 days, 13:48:21, time: 1.772, data_time: 0.629, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8492, loss_cls: 1.4457, loss: 1.4457, grad_norm: 7.4845 2020-08-03 04:10:11,625 - mmaction - INFO - Epoch [58][2840/3757] lr: 1.000e-03, eta: 3 days, 13:47:43, time: 1.953, data_time: 1.232, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8547, loss_cls: 1.4030, loss: 1.4030, grad_norm: 7.3638 2020-08-03 04:10:47,210 - mmaction - INFO - Epoch [58][2860/3757] lr: 1.000e-03, eta: 3 days, 13:46:55, time: 1.786, data_time: 0.767, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8445, loss_cls: 1.3730, loss: 1.3730, grad_norm: 7.1682 2020-08-03 04:11:25,555 - mmaction - INFO - Epoch [58][2880/3757] lr: 1.000e-03, eta: 3 days, 13:46:14, time: 1.916, data_time: 0.509, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8586, loss_cls: 1.4016, loss: 1.4016, grad_norm: 7.2714 2020-08-03 04:12:04,735 - mmaction - INFO - Epoch [58][2900/3757] lr: 1.000e-03, eta: 3 days, 13:45:36, time: 1.961, data_time: 0.010, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8508, loss_cls: 1.3947, loss: 1.3947, grad_norm: 7.2811 2020-08-03 04:12:44,808 - mmaction - INFO - Epoch [58][2920/3757] lr: 1.000e-03, eta: 3 days, 13:45:00, time: 1.996, data_time: 0.002, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4239, loss: 1.4239, grad_norm: 7.2419 2020-08-03 04:13:21,607 - mmaction - INFO - Epoch [58][2940/3757] lr: 1.000e-03, eta: 3 days, 13:44:15, time: 1.847, data_time: 0.062, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8648, loss_cls: 1.3826, loss: 1.3826, grad_norm: 7.2397 2020-08-03 04:14:01,056 - mmaction - INFO - Epoch [58][2960/3757] lr: 1.000e-03, eta: 3 days, 13:43:38, time: 1.970, data_time: 0.170, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.4355, loss: 1.4355, grad_norm: 7.3865 2020-08-03 04:14:37,934 - mmaction - INFO - Epoch [58][2980/3757] lr: 1.000e-03, eta: 3 days, 13:42:53, time: 1.847, data_time: 0.109, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.3859, loss: 1.3859, grad_norm: 7.1733 2020-08-03 04:15:19,900 - mmaction - INFO - Epoch [58][3000/3757] lr: 1.000e-03, eta: 3 days, 13:42:23, time: 2.091, data_time: 0.409, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.3370, loss: 1.3370, grad_norm: 7.2589 2020-08-03 04:16:01,324 - mmaction - INFO - Epoch [58][3020/3757] lr: 1.000e-03, eta: 3 days, 13:41:51, time: 2.079, data_time: 0.011, memory: 5166, top1_acc: 0.6344, top5_acc: 0.8352, loss_cls: 1.4973, loss: 1.4973, grad_norm: 7.4340 2020-08-03 04:16:40,453 - mmaction - INFO - Epoch [58][3040/3757] lr: 1.000e-03, eta: 3 days, 13:41:13, time: 1.954, data_time: 0.007, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8406, loss_cls: 1.4709, loss: 1.4709, grad_norm: 7.5821 2020-08-03 04:17:17,192 - mmaction - INFO - Epoch [58][3060/3757] lr: 1.000e-03, eta: 3 days, 13:40:28, time: 1.836, data_time: 0.010, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8523, loss_cls: 1.4098, loss: 1.4098, grad_norm: 7.4033 2020-08-03 04:17:53,412 - mmaction - INFO - Epoch [58][3080/3757] lr: 1.000e-03, eta: 3 days, 13:39:41, time: 1.810, data_time: 0.049, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8625, loss_cls: 1.3318, loss: 1.3318, grad_norm: 7.0436 2020-08-03 04:18:31,811 - mmaction - INFO - Epoch [58][3100/3757] lr: 1.000e-03, eta: 3 days, 13:39:01, time: 1.925, data_time: 0.354, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8633, loss_cls: 1.3251, loss: 1.3251, grad_norm: 7.2267 2020-08-03 04:19:10,901 - mmaction - INFO - Epoch [58][3120/3757] lr: 1.000e-03, eta: 3 days, 13:38:22, time: 1.954, data_time: 0.524, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8484, loss_cls: 1.3680, loss: 1.3680, grad_norm: 7.1714 2020-08-03 04:19:51,729 - mmaction - INFO - Epoch [58][3140/3757] lr: 1.000e-03, eta: 3 days, 13:37:49, time: 2.042, data_time: 0.089, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8414, loss_cls: 1.4193, loss: 1.4193, grad_norm: 7.0683 2020-08-03 04:20:30,016 - mmaction - INFO - Epoch [58][3160/3757] lr: 1.000e-03, eta: 3 days, 13:37:08, time: 1.909, data_time: 0.109, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.3961, loss: 1.3961, grad_norm: 7.3694 2020-08-03 04:21:08,863 - mmaction - INFO - Epoch [58][3180/3757] lr: 1.000e-03, eta: 3 days, 13:36:29, time: 1.946, data_time: 0.749, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8633, loss_cls: 1.3663, loss: 1.3663, grad_norm: 7.3302 2020-08-03 04:21:47,813 - mmaction - INFO - Epoch [58][3200/3757] lr: 1.000e-03, eta: 3 days, 13:35:50, time: 1.941, data_time: 0.927, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8469, loss_cls: 1.4119, loss: 1.4119, grad_norm: 7.1859 2020-08-03 04:22:25,470 - mmaction - INFO - Epoch [58][3220/3757] lr: 1.000e-03, eta: 3 days, 13:35:08, time: 1.891, data_time: 0.339, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8586, loss_cls: 1.4074, loss: 1.4074, grad_norm: 7.3300 2020-08-03 04:23:04,196 - mmaction - INFO - Epoch [58][3240/3757] lr: 1.000e-03, eta: 3 days, 13:34:28, time: 1.935, data_time: 0.062, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8633, loss_cls: 1.4389, loss: 1.4389, grad_norm: 7.5756 2020-08-03 04:23:45,422 - mmaction - INFO - Epoch [58][3260/3757] lr: 1.000e-03, eta: 3 days, 13:33:55, time: 2.055, data_time: 0.009, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8562, loss_cls: 1.3617, loss: 1.3617, grad_norm: 7.1406 2020-08-03 04:24:22,793 - mmaction - INFO - Epoch [58][3280/3757] lr: 1.000e-03, eta: 3 days, 13:33:13, time: 1.874, data_time: 0.010, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8406, loss_cls: 1.4316, loss: 1.4316, grad_norm: 7.3551 2020-08-03 04:25:01,192 - mmaction - INFO - Epoch [58][3300/3757] lr: 1.000e-03, eta: 3 days, 13:32:32, time: 1.912, data_time: 0.008, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8484, loss_cls: 1.5017, loss: 1.5017, grad_norm: 7.6594 2020-08-03 04:25:41,332 - mmaction - INFO - Epoch [58][3320/3757] lr: 1.000e-03, eta: 3 days, 13:31:57, time: 2.016, data_time: 0.012, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8414, loss_cls: 1.5077, loss: 1.5077, grad_norm: 7.6436 2020-08-03 04:26:17,543 - mmaction - INFO - Epoch [58][3340/3757] lr: 1.000e-03, eta: 3 days, 13:31:10, time: 1.807, data_time: 0.008, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8555, loss_cls: 1.3880, loss: 1.3880, grad_norm: 7.2430 2020-08-03 04:26:57,129 - mmaction - INFO - Epoch [58][3360/3757] lr: 1.000e-03, eta: 3 days, 13:30:33, time: 1.982, data_time: 0.006, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8359, loss_cls: 1.4416, loss: 1.4416, grad_norm: 7.3094 2020-08-03 04:27:37,362 - mmaction - INFO - Epoch [58][3380/3757] lr: 1.000e-03, eta: 3 days, 13:29:57, time: 2.003, data_time: 0.009, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8656, loss_cls: 1.3319, loss: 1.3319, grad_norm: 6.9079 2020-08-03 04:28:17,983 - mmaction - INFO - Epoch [58][3400/3757] lr: 1.000e-03, eta: 3 days, 13:29:24, time: 2.039, data_time: 0.210, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.3931, loss: 1.3931, grad_norm: 7.1272 2020-08-03 04:28:57,652 - mmaction - INFO - Epoch [58][3420/3757] lr: 1.000e-03, eta: 3 days, 13:28:47, time: 1.978, data_time: 0.010, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8430, loss_cls: 1.4900, loss: 1.4900, grad_norm: 7.5173 2020-08-03 04:29:37,501 - mmaction - INFO - Epoch [58][3440/3757] lr: 1.000e-03, eta: 3 days, 13:28:10, time: 1.995, data_time: 0.009, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.3790, loss: 1.3790, grad_norm: 7.0805 2020-08-03 04:30:14,118 - mmaction - INFO - Epoch [58][3460/3757] lr: 1.000e-03, eta: 3 days, 13:27:25, time: 1.830, data_time: 0.011, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.4668, loss: 1.4668, grad_norm: 7.2832 2020-08-03 04:30:51,306 - mmaction - INFO - Epoch [58][3480/3757] lr: 1.000e-03, eta: 3 days, 13:26:41, time: 1.863, data_time: 0.032, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4342, loss: 1.4342, grad_norm: 7.1172 2020-08-03 04:31:29,352 - mmaction - INFO - Epoch [58][3500/3757] lr: 1.000e-03, eta: 3 days, 13:26:00, time: 1.902, data_time: 0.862, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3543, loss: 1.3543, grad_norm: 7.1090 2020-08-03 04:32:10,481 - mmaction - INFO - Epoch [58][3520/3757] lr: 1.000e-03, eta: 3 days, 13:25:27, time: 2.055, data_time: 0.251, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8445, loss_cls: 1.4157, loss: 1.4157, grad_norm: 7.2106 2020-08-03 04:32:46,990 - mmaction - INFO - Epoch [58][3540/3757] lr: 1.000e-03, eta: 3 days, 13:24:42, time: 1.828, data_time: 0.005, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8281, loss_cls: 1.5236, loss: 1.5236, grad_norm: 7.3380 2020-08-03 04:33:29,970 - mmaction - INFO - Epoch [58][3560/3757] lr: 1.000e-03, eta: 3 days, 13:24:14, time: 2.149, data_time: 0.002, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8484, loss_cls: 1.4213, loss: 1.4213, grad_norm: 7.2725 2020-08-03 04:34:07,115 - mmaction - INFO - Epoch [58][3580/3757] lr: 1.000e-03, eta: 3 days, 13:23:30, time: 1.856, data_time: 0.003, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3577, loss: 1.3577, grad_norm: 7.0059 2020-08-03 04:34:46,365 - mmaction - INFO - Epoch [58][3600/3757] lr: 1.000e-03, eta: 3 days, 13:22:52, time: 1.962, data_time: 0.009, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.3820, loss: 1.3820, grad_norm: 7.3002 2020-08-03 04:35:29,151 - mmaction - INFO - Epoch [58][3620/3757] lr: 1.000e-03, eta: 3 days, 13:22:24, time: 2.135, data_time: 0.005, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8539, loss_cls: 1.4071, loss: 1.4071, grad_norm: 7.3923 2020-08-03 04:36:05,228 - mmaction - INFO - Epoch [58][3640/3757] lr: 1.000e-03, eta: 3 days, 13:21:37, time: 1.809, data_time: 0.009, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8633, loss_cls: 1.3228, loss: 1.3228, grad_norm: 7.1974 2020-08-03 04:36:41,032 - mmaction - INFO - Epoch [58][3660/3757] lr: 1.000e-03, eta: 3 days, 13:20:49, time: 1.786, data_time: 0.088, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8641, loss_cls: 1.3664, loss: 1.3664, grad_norm: 7.4501 2020-08-03 04:37:20,058 - mmaction - INFO - Epoch [58][3680/3757] lr: 1.000e-03, eta: 3 days, 13:20:11, time: 1.955, data_time: 0.085, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8656, loss_cls: 1.3475, loss: 1.3475, grad_norm: 7.1643 2020-08-03 04:38:01,760 - mmaction - INFO - Epoch [58][3700/3757] lr: 1.000e-03, eta: 3 days, 13:19:40, time: 2.085, data_time: 0.114, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8445, loss_cls: 1.4471, loss: 1.4471, grad_norm: 7.3174 2020-08-03 04:38:41,004 - mmaction - INFO - Epoch [58][3720/3757] lr: 1.000e-03, eta: 3 days, 13:19:02, time: 1.964, data_time: 0.009, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8523, loss_cls: 1.3881, loss: 1.3881, grad_norm: 7.1086 2020-08-03 04:39:20,758 - mmaction - INFO - Epoch [58][3740/3757] lr: 1.000e-03, eta: 3 days, 13:18:25, time: 1.980, data_time: 0.009, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4768, loss: 1.4768, grad_norm: 7.3925 2020-08-03 04:39:45,148 - mmaction - INFO - Saving checkpoint at 58 epochs 2020-08-03 04:40:39,564 - mmaction - INFO - Epoch [59][20/3757] lr: 1.000e-03, eta: 3 days, 13:16:19, time: 2.640, data_time: 1.082, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8477, loss_cls: 1.4368, loss: 1.4368, grad_norm: 7.2085 2020-08-03 04:41:19,221 - mmaction - INFO - Epoch [59][40/3757] lr: 1.000e-03, eta: 3 days, 13:15:42, time: 1.982, data_time: 0.146, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8617, loss_cls: 1.3285, loss: 1.3285, grad_norm: 6.9580 2020-08-03 04:41:56,563 - mmaction - INFO - Epoch [59][60/3757] lr: 1.000e-03, eta: 3 days, 13:14:59, time: 1.860, data_time: 0.054, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.3565, loss: 1.3565, grad_norm: 7.2913 2020-08-03 04:42:36,026 - mmaction - INFO - Epoch [59][80/3757] lr: 1.000e-03, eta: 3 days, 13:14:22, time: 1.980, data_time: 0.010, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.4251, loss: 1.4251, grad_norm: 7.3072 2020-08-03 04:43:15,429 - mmaction - INFO - Epoch [59][100/3757] lr: 1.000e-03, eta: 3 days, 13:13:44, time: 1.969, data_time: 0.190, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8391, loss_cls: 1.4856, loss: 1.4856, grad_norm: 7.6052 2020-08-03 04:43:54,135 - mmaction - INFO - Epoch [59][120/3757] lr: 1.000e-03, eta: 3 days, 13:13:04, time: 1.936, data_time: 0.146, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.3748, loss: 1.3748, grad_norm: 7.5864 2020-08-03 04:44:32,509 - mmaction - INFO - Epoch [59][140/3757] lr: 1.000e-03, eta: 3 days, 13:12:24, time: 1.911, data_time: 0.605, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8547, loss_cls: 1.4370, loss: 1.4370, grad_norm: 7.5193 2020-08-03 04:45:15,781 - mmaction - INFO - Epoch [59][160/3757] lr: 1.000e-03, eta: 3 days, 13:11:57, time: 2.164, data_time: 1.020, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.3417, loss: 1.3417, grad_norm: 7.3398 2020-08-03 04:45:52,455 - mmaction - INFO - Epoch [59][180/3757] lr: 1.000e-03, eta: 3 days, 13:11:12, time: 1.841, data_time: 0.683, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.3390, loss: 1.3390, grad_norm: 7.1302 2020-08-03 04:46:34,670 - mmaction - INFO - Epoch [59][200/3757] lr: 1.000e-03, eta: 3 days, 13:10:42, time: 2.107, data_time: 0.334, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8609, loss_cls: 1.3278, loss: 1.3278, grad_norm: 6.9896 2020-08-03 04:47:15,633 - mmaction - INFO - Epoch [59][220/3757] lr: 1.000e-03, eta: 3 days, 13:10:09, time: 2.052, data_time: 1.468, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8586, loss_cls: 1.3672, loss: 1.3672, grad_norm: 7.2121 2020-08-03 04:47:52,908 - mmaction - INFO - Epoch [59][240/3757] lr: 1.000e-03, eta: 3 days, 13:09:26, time: 1.863, data_time: 1.282, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8477, loss_cls: 1.4417, loss: 1.4417, grad_norm: 7.5874 2020-08-03 04:48:31,684 - mmaction - INFO - Epoch [59][260/3757] lr: 1.000e-03, eta: 3 days, 13:08:46, time: 1.938, data_time: 0.774, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8648, loss_cls: 1.3575, loss: 1.3575, grad_norm: 7.1679 2020-08-03 04:49:13,312 - mmaction - INFO - Epoch [59][280/3757] lr: 1.000e-03, eta: 3 days, 13:08:15, time: 2.083, data_time: 0.131, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8602, loss_cls: 1.4133, loss: 1.4133, grad_norm: 7.2825 2020-08-03 04:49:53,666 - mmaction - INFO - Epoch [59][300/3757] lr: 1.000e-03, eta: 3 days, 13:07:40, time: 2.018, data_time: 0.038, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3348, loss: 1.3348, grad_norm: 7.1010 2020-08-03 04:50:31,510 - mmaction - INFO - Epoch [59][320/3757] lr: 1.000e-03, eta: 3 days, 13:06:58, time: 1.888, data_time: 0.009, memory: 5166, top1_acc: 0.6266, top5_acc: 0.8469, loss_cls: 1.4779, loss: 1.4779, grad_norm: 7.5979 2020-08-03 04:51:08,820 - mmaction - INFO - Epoch [59][340/3757] lr: 1.000e-03, eta: 3 days, 13:06:15, time: 1.866, data_time: 0.016, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8578, loss_cls: 1.4015, loss: 1.4015, grad_norm: 7.3034 2020-08-03 04:51:49,845 - mmaction - INFO - Epoch [59][360/3757] lr: 1.000e-03, eta: 3 days, 13:05:42, time: 2.055, data_time: 0.649, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8680, loss_cls: 1.3660, loss: 1.3660, grad_norm: 7.3579 2020-08-03 04:52:25,560 - mmaction - INFO - Epoch [59][380/3757] lr: 1.000e-03, eta: 3 days, 13:04:54, time: 1.782, data_time: 0.002, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8578, loss_cls: 1.3702, loss: 1.3702, grad_norm: 7.2329 2020-08-03 04:53:03,836 - mmaction - INFO - Epoch [59][400/3757] lr: 1.000e-03, eta: 3 days, 13:04:13, time: 1.917, data_time: 0.015, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.2957, loss: 1.2957, grad_norm: 7.1560 2020-08-03 04:53:44,153 - mmaction - INFO - Epoch [59][420/3757] lr: 1.000e-03, eta: 3 days, 13:03:38, time: 2.007, data_time: 0.388, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.3927, loss: 1.3927, grad_norm: 7.3783 2020-08-03 04:54:25,281 - mmaction - INFO - Epoch [59][440/3757] lr: 1.000e-03, eta: 3 days, 13:03:06, time: 2.066, data_time: 0.308, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8680, loss_cls: 1.3299, loss: 1.3299, grad_norm: 7.2326 2020-08-03 04:55:01,720 - mmaction - INFO - Epoch [59][460/3757] lr: 1.000e-03, eta: 3 days, 13:02:19, time: 1.813, data_time: 0.848, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8477, loss_cls: 1.4820, loss: 1.4820, grad_norm: 7.5938 2020-08-03 04:55:41,382 - mmaction - INFO - Epoch [59][480/3757] lr: 1.000e-03, eta: 3 days, 13:01:43, time: 1.991, data_time: 0.103, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.3991, loss: 1.3991, grad_norm: 7.3987 2020-08-03 04:56:18,111 - mmaction - INFO - Epoch [59][500/3757] lr: 1.000e-03, eta: 3 days, 13:00:58, time: 1.838, data_time: 0.009, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8477, loss_cls: 1.4254, loss: 1.4254, grad_norm: 7.4103 2020-08-03 04:56:59,127 - mmaction - INFO - Epoch [59][520/3757] lr: 1.000e-03, eta: 3 days, 13:00:24, time: 2.042, data_time: 0.008, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.3487, loss: 1.3487, grad_norm: 7.1993 2020-08-03 04:57:38,252 - mmaction - INFO - Epoch [59][540/3757] lr: 1.000e-03, eta: 3 days, 12:59:46, time: 1.963, data_time: 0.012, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.4067, loss: 1.4067, grad_norm: 7.5348 2020-08-03 04:58:17,688 - mmaction - INFO - Epoch [59][560/3757] lr: 1.000e-03, eta: 3 days, 12:59:09, time: 1.973, data_time: 0.045, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8609, loss_cls: 1.3655, loss: 1.3655, grad_norm: 7.1131 2020-08-03 04:58:56,197 - mmaction - INFO - Epoch [59][580/3757] lr: 1.000e-03, eta: 3 days, 12:58:28, time: 1.917, data_time: 0.137, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8641, loss_cls: 1.3510, loss: 1.3510, grad_norm: 7.1073 2020-08-03 04:59:32,311 - mmaction - INFO - Epoch [59][600/3757] lr: 1.000e-03, eta: 3 days, 12:57:42, time: 1.815, data_time: 0.011, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.3360, loss: 1.3360, grad_norm: 7.2147 2020-08-03 05:00:16,293 - mmaction - INFO - Epoch [59][620/3757] lr: 1.000e-03, eta: 3 days, 12:57:17, time: 2.186, data_time: 0.008, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8570, loss_cls: 1.3360, loss: 1.3360, grad_norm: 7.0899 2020-08-03 05:00:54,210 - mmaction - INFO - Epoch [59][640/3757] lr: 1.000e-03, eta: 3 days, 12:56:35, time: 1.903, data_time: 0.022, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8711, loss_cls: 1.3421, loss: 1.3421, grad_norm: 7.2885 2020-08-03 05:01:32,904 - mmaction - INFO - Epoch [59][660/3757] lr: 1.000e-03, eta: 3 days, 12:55:56, time: 1.941, data_time: 0.012, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.3218, loss: 1.3218, grad_norm: 7.1181 2020-08-03 05:02:10,566 - mmaction - INFO - Epoch [59][680/3757] lr: 1.000e-03, eta: 3 days, 12:55:13, time: 1.874, data_time: 0.006, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3695, loss: 1.3695, grad_norm: 7.1866 2020-08-03 05:02:49,750 - mmaction - INFO - Epoch [59][700/3757] lr: 1.000e-03, eta: 3 days, 12:54:36, time: 1.967, data_time: 0.106, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8680, loss_cls: 1.3406, loss: 1.3406, grad_norm: 7.0966 2020-08-03 05:03:31,292 - mmaction - INFO - Epoch [59][720/3757] lr: 1.000e-03, eta: 3 days, 12:54:04, time: 2.078, data_time: 0.440, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.4013, loss: 1.4013, grad_norm: 7.1919 2020-08-03 05:04:09,812 - mmaction - INFO - Epoch [59][740/3757] lr: 1.000e-03, eta: 3 days, 12:53:24, time: 1.926, data_time: 0.144, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.3602, loss: 1.3602, grad_norm: 7.2558 2020-08-03 05:04:50,515 - mmaction - INFO - Epoch [59][760/3757] lr: 1.000e-03, eta: 3 days, 12:52:49, time: 2.028, data_time: 0.016, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8602, loss_cls: 1.3731, loss: 1.3731, grad_norm: 7.0745 2020-08-03 05:05:28,513 - mmaction - INFO - Epoch [59][780/3757] lr: 1.000e-03, eta: 3 days, 12:52:08, time: 1.900, data_time: 0.010, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4782, loss: 1.4782, grad_norm: 7.4272 2020-08-03 05:06:09,934 - mmaction - INFO - Epoch [59][800/3757] lr: 1.000e-03, eta: 3 days, 12:51:36, time: 2.079, data_time: 0.021, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8805, loss_cls: 1.3165, loss: 1.3165, grad_norm: 7.2731 2020-08-03 05:06:47,915 - mmaction - INFO - Epoch [59][820/3757] lr: 1.000e-03, eta: 3 days, 12:50:55, time: 1.894, data_time: 0.006, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8398, loss_cls: 1.5151, loss: 1.5151, grad_norm: 7.4588 2020-08-03 05:07:25,639 - mmaction - INFO - Epoch [59][840/3757] lr: 1.000e-03, eta: 3 days, 12:50:13, time: 1.891, data_time: 0.080, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.3726, loss: 1.3726, grad_norm: 7.3048 2020-08-03 05:08:06,701 - mmaction - INFO - Epoch [59][860/3757] lr: 1.000e-03, eta: 3 days, 12:49:39, time: 2.046, data_time: 0.012, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8641, loss_cls: 1.3414, loss: 1.3414, grad_norm: 7.4325 2020-08-03 05:08:42,169 - mmaction - INFO - Epoch [59][880/3757] lr: 1.000e-03, eta: 3 days, 12:48:51, time: 1.780, data_time: 0.016, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3679, loss: 1.3679, grad_norm: 7.1727 2020-08-03 05:09:20,691 - mmaction - INFO - Epoch [59][900/3757] lr: 1.000e-03, eta: 3 days, 12:48:11, time: 1.922, data_time: 0.010, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8734, loss_cls: 1.2646, loss: 1.2646, grad_norm: 6.8619 2020-08-03 05:09:59,598 - mmaction - INFO - Epoch [59][920/3757] lr: 1.000e-03, eta: 3 days, 12:47:32, time: 1.947, data_time: 0.010, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8641, loss_cls: 1.3541, loss: 1.3541, grad_norm: 7.2641 2020-08-03 05:10:40,541 - mmaction - INFO - Epoch [59][940/3757] lr: 1.000e-03, eta: 3 days, 12:46:59, time: 2.050, data_time: 0.010, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4081, loss: 1.4081, grad_norm: 7.1772 2020-08-03 05:11:17,225 - mmaction - INFO - Epoch [59][960/3757] lr: 1.000e-03, eta: 3 days, 12:46:14, time: 1.834, data_time: 0.003, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8406, loss_cls: 1.4536, loss: 1.4536, grad_norm: 7.3812 2020-08-03 05:12:00,784 - mmaction - INFO - Epoch [59][980/3757] lr: 1.000e-03, eta: 3 days, 12:45:48, time: 2.178, data_time: 0.008, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8617, loss_cls: 1.3468, loss: 1.3468, grad_norm: 7.2835 2020-08-03 05:12:38,557 - mmaction - INFO - Epoch [59][1000/3757] lr: 1.000e-03, eta: 3 days, 12:45:06, time: 1.888, data_time: 0.002, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8531, loss_cls: 1.4016, loss: 1.4016, grad_norm: 7.4217 2020-08-03 05:13:18,203 - mmaction - INFO - Epoch [59][1020/3757] lr: 1.000e-03, eta: 3 days, 12:44:28, time: 1.975, data_time: 0.009, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8539, loss_cls: 1.3780, loss: 1.3780, grad_norm: 7.3988 2020-08-03 05:13:55,001 - mmaction - INFO - Epoch [59][1040/3757] lr: 1.000e-03, eta: 3 days, 12:43:44, time: 1.846, data_time: 0.011, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3951, loss: 1.3951, grad_norm: 7.2979 2020-08-03 05:14:37,408 - mmaction - INFO - Epoch [59][1060/3757] lr: 1.000e-03, eta: 3 days, 12:43:14, time: 2.117, data_time: 0.008, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8406, loss_cls: 1.4405, loss: 1.4405, grad_norm: 7.4213 2020-08-03 05:15:13,036 - mmaction - INFO - Epoch [59][1080/3757] lr: 1.000e-03, eta: 3 days, 12:42:27, time: 1.783, data_time: 0.008, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4398, loss: 1.4398, grad_norm: 7.3167 2020-08-03 05:15:50,848 - mmaction - INFO - Epoch [59][1100/3757] lr: 1.000e-03, eta: 3 days, 12:41:45, time: 1.893, data_time: 0.015, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8625, loss_cls: 1.3818, loss: 1.3818, grad_norm: 7.4574 2020-08-03 05:16:35,560 - mmaction - INFO - Epoch [59][1120/3757] lr: 1.000e-03, eta: 3 days, 12:41:21, time: 2.231, data_time: 0.552, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8648, loss_cls: 1.3910, loss: 1.3910, grad_norm: 7.4730 2020-08-03 05:17:11,636 - mmaction - INFO - Epoch [59][1140/3757] lr: 1.000e-03, eta: 3 days, 12:40:35, time: 1.808, data_time: 1.026, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8492, loss_cls: 1.4154, loss: 1.4154, grad_norm: 7.2128 2020-08-03 05:17:48,775 - mmaction - INFO - Epoch [59][1160/3757] lr: 1.000e-03, eta: 3 days, 12:39:51, time: 1.852, data_time: 0.701, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8711, loss_cls: 1.3544, loss: 1.3544, grad_norm: 7.1224 2020-08-03 05:18:28,040 - mmaction - INFO - Epoch [59][1180/3757] lr: 1.000e-03, eta: 3 days, 12:39:13, time: 1.969, data_time: 0.744, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8422, loss_cls: 1.4529, loss: 1.4529, grad_norm: 7.3883 2020-08-03 05:19:07,217 - mmaction - INFO - Epoch [59][1200/3757] lr: 1.000e-03, eta: 3 days, 12:38:35, time: 1.957, data_time: 0.902, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8531, loss_cls: 1.4026, loss: 1.4026, grad_norm: 7.2641 2020-08-03 05:19:47,582 - mmaction - INFO - Epoch [59][1220/3757] lr: 1.000e-03, eta: 3 days, 12:38:00, time: 2.021, data_time: 0.072, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8836, loss_cls: 1.2661, loss: 1.2661, grad_norm: 7.0563 2020-08-03 05:20:28,023 - mmaction - INFO - Epoch [59][1240/3757] lr: 1.000e-03, eta: 3 days, 12:37:25, time: 2.011, data_time: 0.516, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.4014, loss: 1.4014, grad_norm: 7.3361 2020-08-03 05:21:04,947 - mmaction - INFO - Epoch [59][1260/3757] lr: 1.000e-03, eta: 3 days, 12:36:41, time: 1.856, data_time: 0.065, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8477, loss_cls: 1.3942, loss: 1.3942, grad_norm: 7.2414 2020-08-03 05:21:43,676 - mmaction - INFO - Epoch [59][1280/3757] lr: 1.000e-03, eta: 3 days, 12:36:01, time: 1.929, data_time: 0.007, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8414, loss_cls: 1.4450, loss: 1.4450, grad_norm: 7.3403 2020-08-03 05:22:24,540 - mmaction - INFO - Epoch [59][1300/3757] lr: 1.000e-03, eta: 3 days, 12:35:28, time: 2.050, data_time: 0.011, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8680, loss_cls: 1.2941, loss: 1.2941, grad_norm: 6.8313 2020-08-03 05:23:03,804 - mmaction - INFO - Epoch [59][1320/3757] lr: 1.000e-03, eta: 3 days, 12:34:50, time: 1.963, data_time: 0.041, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8461, loss_cls: 1.4178, loss: 1.4178, grad_norm: 7.2002 2020-08-03 05:23:44,879 - mmaction - INFO - Epoch [59][1340/3757] lr: 1.000e-03, eta: 3 days, 12:34:16, time: 2.048, data_time: 0.151, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8477, loss_cls: 1.4264, loss: 1.4264, grad_norm: 7.3349 2020-08-03 05:24:21,907 - mmaction - INFO - Epoch [59][1360/3757] lr: 1.000e-03, eta: 3 days, 12:33:33, time: 1.858, data_time: 0.071, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8461, loss_cls: 1.4218, loss: 1.4218, grad_norm: 7.2219 2020-08-03 05:25:00,604 - mmaction - INFO - Epoch [59][1380/3757] lr: 1.000e-03, eta: 3 days, 12:32:53, time: 1.935, data_time: 0.008, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8484, loss_cls: 1.4529, loss: 1.4529, grad_norm: 7.5276 2020-08-03 05:25:40,743 - mmaction - INFO - Epoch [59][1400/3757] lr: 1.000e-03, eta: 3 days, 12:32:18, time: 2.007, data_time: 0.003, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8617, loss_cls: 1.3322, loss: 1.3322, grad_norm: 7.2830 2020-08-03 05:26:17,808 - mmaction - INFO - Epoch [59][1420/3757] lr: 1.000e-03, eta: 3 days, 12:31:34, time: 1.851, data_time: 0.009, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8508, loss_cls: 1.4508, loss: 1.4508, grad_norm: 7.5356 2020-08-03 05:27:00,496 - mmaction - INFO - Epoch [59][1440/3757] lr: 1.000e-03, eta: 3 days, 12:31:05, time: 2.136, data_time: 0.036, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8508, loss_cls: 1.3970, loss: 1.3970, grad_norm: 7.1518 2020-08-03 05:27:39,659 - mmaction - INFO - Epoch [59][1460/3757] lr: 1.000e-03, eta: 3 days, 12:30:27, time: 1.958, data_time: 0.053, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8602, loss_cls: 1.3610, loss: 1.3610, grad_norm: 7.1759 2020-08-03 05:28:17,571 - mmaction - INFO - Epoch [59][1480/3757] lr: 1.000e-03, eta: 3 days, 12:29:45, time: 1.897, data_time: 0.084, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.4208, loss: 1.4208, grad_norm: 7.3514 2020-08-03 05:28:55,386 - mmaction - INFO - Epoch [59][1500/3757] lr: 1.000e-03, eta: 3 days, 12:29:03, time: 1.891, data_time: 0.583, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.3285, loss: 1.3285, grad_norm: 7.3870 2020-08-03 05:29:34,658 - mmaction - INFO - Epoch [59][1520/3757] lr: 1.000e-03, eta: 3 days, 12:28:25, time: 1.962, data_time: 0.160, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3285, loss: 1.3285, grad_norm: 7.0208 2020-08-03 05:30:13,459 - mmaction - INFO - Epoch [59][1540/3757] lr: 1.000e-03, eta: 3 days, 12:27:46, time: 1.941, data_time: 0.033, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4338, loss: 1.4338, grad_norm: 7.4561 2020-08-03 05:30:51,811 - mmaction - INFO - Epoch [59][1560/3757] lr: 1.000e-03, eta: 3 days, 12:27:05, time: 1.917, data_time: 0.003, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4673, loss: 1.4673, grad_norm: 7.2474 2020-08-03 05:31:25,484 - mmaction - INFO - Epoch [59][1580/3757] lr: 1.000e-03, eta: 3 days, 12:26:12, time: 1.684, data_time: 0.008, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.3924, loss: 1.3924, grad_norm: 7.2217 2020-08-03 05:32:06,750 - mmaction - INFO - Epoch [59][1600/3757] lr: 1.000e-03, eta: 3 days, 12:25:40, time: 2.059, data_time: 0.010, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8547, loss_cls: 1.4222, loss: 1.4222, grad_norm: 7.3908 2020-08-03 05:32:46,734 - mmaction - INFO - Epoch [59][1620/3757] lr: 1.000e-03, eta: 3 days, 12:25:03, time: 1.994, data_time: 0.010, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8695, loss_cls: 1.3522, loss: 1.3522, grad_norm: 7.2823 2020-08-03 05:33:25,515 - mmaction - INFO - Epoch [59][1640/3757] lr: 1.000e-03, eta: 3 days, 12:24:24, time: 1.949, data_time: 0.013, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4538, loss: 1.4538, grad_norm: 7.3466 2020-08-03 05:34:05,203 - mmaction - INFO - Epoch [59][1660/3757] lr: 1.000e-03, eta: 3 days, 12:23:48, time: 1.984, data_time: 0.002, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4798, loss: 1.4798, grad_norm: 7.6488 2020-08-03 05:34:41,565 - mmaction - INFO - Epoch [59][1680/3757] lr: 1.000e-03, eta: 3 days, 12:23:02, time: 1.819, data_time: 0.397, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8633, loss_cls: 1.3093, loss: 1.3093, grad_norm: 7.2955 2020-08-03 05:35:24,806 - mmaction - INFO - Epoch [59][1700/3757] lr: 1.000e-03, eta: 3 days, 12:22:34, time: 2.157, data_time: 0.099, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8719, loss_cls: 1.3003, loss: 1.3003, grad_norm: 7.2217 2020-08-03 05:36:06,595 - mmaction - INFO - Epoch [59][1720/3757] lr: 1.000e-03, eta: 3 days, 12:22:03, time: 2.087, data_time: 0.009, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.3622, loss: 1.3622, grad_norm: 7.1603 2020-08-03 05:36:43,379 - mmaction - INFO - Epoch [59][1740/3757] lr: 1.000e-03, eta: 3 days, 12:21:19, time: 1.846, data_time: 0.015, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8484, loss_cls: 1.3992, loss: 1.3992, grad_norm: 7.3840 2020-08-03 05:37:22,702 - mmaction - INFO - Epoch [59][1760/3757] lr: 1.000e-03, eta: 3 days, 12:20:41, time: 1.967, data_time: 0.008, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8523, loss_cls: 1.3263, loss: 1.3263, grad_norm: 7.0250 2020-08-03 05:38:02,852 - mmaction - INFO - Epoch [59][1780/3757] lr: 1.000e-03, eta: 3 days, 12:20:05, time: 2.006, data_time: 0.003, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.3936, loss: 1.3936, grad_norm: 7.3989 2020-08-03 05:38:44,894 - mmaction - INFO - Epoch [59][1800/3757] lr: 1.000e-03, eta: 3 days, 12:19:34, time: 2.095, data_time: 0.116, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8484, loss_cls: 1.4006, loss: 1.4006, grad_norm: 7.2892 2020-08-03 05:39:24,857 - mmaction - INFO - Epoch [59][1820/3757] lr: 1.000e-03, eta: 3 days, 12:18:58, time: 2.004, data_time: 0.011, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8414, loss_cls: 1.4647, loss: 1.4647, grad_norm: 7.4053 2020-08-03 05:40:04,537 - mmaction - INFO - Epoch [59][1840/3757] lr: 1.000e-03, eta: 3 days, 12:18:22, time: 1.986, data_time: 0.010, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4232, loss: 1.4232, grad_norm: 7.2396 2020-08-03 05:40:41,820 - mmaction - INFO - Epoch [59][1860/3757] lr: 1.000e-03, eta: 3 days, 12:17:38, time: 1.861, data_time: 0.003, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8711, loss_cls: 1.3216, loss: 1.3216, grad_norm: 7.3302 2020-08-03 05:41:19,467 - mmaction - INFO - Epoch [59][1880/3757] lr: 1.000e-03, eta: 3 days, 12:16:56, time: 1.879, data_time: 0.012, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8734, loss_cls: 1.3410, loss: 1.3410, grad_norm: 7.1704 2020-08-03 05:41:58,370 - mmaction - INFO - Epoch [59][1900/3757] lr: 1.000e-03, eta: 3 days, 12:16:17, time: 1.949, data_time: 0.009, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8562, loss_cls: 1.3251, loss: 1.3251, grad_norm: 7.1370 2020-08-03 05:42:34,910 - mmaction - INFO - Epoch [59][1920/3757] lr: 1.000e-03, eta: 3 days, 12:15:31, time: 1.823, data_time: 0.164, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8539, loss_cls: 1.4491, loss: 1.4491, grad_norm: 7.5924 2020-08-03 05:43:13,945 - mmaction - INFO - Epoch [59][1940/3757] lr: 1.000e-03, eta: 3 days, 12:14:53, time: 1.957, data_time: 0.037, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3479, loss: 1.3479, grad_norm: 7.1571 2020-08-03 05:43:54,386 - mmaction - INFO - Epoch [59][1960/3757] lr: 1.000e-03, eta: 3 days, 12:14:18, time: 2.020, data_time: 0.698, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 1.4617, loss: 1.4617, grad_norm: 7.5974 2020-08-03 05:44:30,630 - mmaction - INFO - Epoch [59][1980/3757] lr: 1.000e-03, eta: 3 days, 12:13:32, time: 1.815, data_time: 0.098, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8328, loss_cls: 1.4327, loss: 1.4327, grad_norm: 7.2711 2020-08-03 05:45:08,033 - mmaction - INFO - Epoch [59][2000/3757] lr: 1.000e-03, eta: 3 days, 12:12:49, time: 1.869, data_time: 0.086, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3756, loss: 1.3756, grad_norm: 7.2960 2020-08-03 05:45:44,862 - mmaction - INFO - Epoch [59][2020/3757] lr: 1.000e-03, eta: 3 days, 12:12:05, time: 1.842, data_time: 0.012, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8484, loss_cls: 1.4659, loss: 1.4659, grad_norm: 7.4781 2020-08-03 05:46:22,274 - mmaction - INFO - Epoch [59][2040/3757] lr: 1.000e-03, eta: 3 days, 12:11:21, time: 1.864, data_time: 0.017, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8508, loss_cls: 1.3950, loss: 1.3950, grad_norm: 7.3979 2020-08-03 05:47:02,636 - mmaction - INFO - Epoch [59][2060/3757] lr: 1.000e-03, eta: 3 days, 12:10:47, time: 2.025, data_time: 0.010, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4724, loss: 1.4724, grad_norm: 7.4841 2020-08-03 05:47:41,140 - mmaction - INFO - Epoch [59][2080/3757] lr: 1.000e-03, eta: 3 days, 12:10:06, time: 1.917, data_time: 0.009, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4574, loss: 1.4574, grad_norm: 7.4176 2020-08-03 05:48:24,878 - mmaction - INFO - Epoch [59][2100/3757] lr: 1.000e-03, eta: 3 days, 12:09:41, time: 2.194, data_time: 0.011, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8617, loss_cls: 1.3441, loss: 1.3441, grad_norm: 7.2201 2020-08-03 05:49:04,310 - mmaction - INFO - Epoch [59][2120/3757] lr: 1.000e-03, eta: 3 days, 12:09:03, time: 1.966, data_time: 0.007, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3787, loss: 1.3787, grad_norm: 7.2088 2020-08-03 05:49:41,566 - mmaction - INFO - Epoch [59][2140/3757] lr: 1.000e-03, eta: 3 days, 12:08:20, time: 1.868, data_time: 0.010, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8570, loss_cls: 1.4063, loss: 1.4063, grad_norm: 7.4807 2020-08-03 05:50:19,998 - mmaction - INFO - Epoch [59][2160/3757] lr: 1.000e-03, eta: 3 days, 12:07:39, time: 1.917, data_time: 0.009, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.3985, loss: 1.3985, grad_norm: 7.0694 2020-08-03 05:51:00,123 - mmaction - INFO - Epoch [59][2180/3757] lr: 1.000e-03, eta: 3 days, 12:07:04, time: 2.009, data_time: 0.348, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4361, loss: 1.4361, grad_norm: 7.2214 2020-08-03 05:51:36,928 - mmaction - INFO - Epoch [59][2200/3757] lr: 1.000e-03, eta: 3 days, 12:06:19, time: 1.837, data_time: 0.135, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8711, loss_cls: 1.2656, loss: 1.2656, grad_norm: 7.0228 2020-08-03 05:52:16,080 - mmaction - INFO - Epoch [59][2220/3757] lr: 1.000e-03, eta: 3 days, 12:05:41, time: 1.963, data_time: 0.010, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3853, loss: 1.3853, grad_norm: 7.2671 2020-08-03 05:52:53,825 - mmaction - INFO - Epoch [59][2240/3757] lr: 1.000e-03, eta: 3 days, 12:04:59, time: 1.884, data_time: 0.003, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8562, loss_cls: 1.3845, loss: 1.3845, grad_norm: 7.4599 2020-08-03 05:53:30,085 - mmaction - INFO - Epoch [59][2260/3757] lr: 1.000e-03, eta: 3 days, 12:04:13, time: 1.815, data_time: 0.009, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2606, loss: 1.2606, grad_norm: 7.0103 2020-08-03 05:54:11,513 - mmaction - INFO - Epoch [59][2280/3757] lr: 1.000e-03, eta: 3 days, 12:03:41, time: 2.072, data_time: 0.003, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.3803, loss: 1.3803, grad_norm: 7.3066 2020-08-03 05:54:48,144 - mmaction - INFO - Epoch [59][2300/3757] lr: 1.000e-03, eta: 3 days, 12:02:55, time: 1.825, data_time: 0.009, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8562, loss_cls: 1.3592, loss: 1.3592, grad_norm: 7.3618 2020-08-03 05:55:25,507 - mmaction - INFO - Epoch [59][2320/3757] lr: 1.000e-03, eta: 3 days, 12:02:12, time: 1.867, data_time: 0.119, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4290, loss: 1.4290, grad_norm: 7.3774 2020-08-03 05:56:09,668 - mmaction - INFO - Epoch [59][2340/3757] lr: 1.000e-03, eta: 3 days, 12:01:47, time: 2.213, data_time: 0.732, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8297, loss_cls: 1.4567, loss: 1.4567, grad_norm: 7.2458 2020-08-03 05:56:45,302 - mmaction - INFO - Epoch [59][2360/3757] lr: 1.000e-03, eta: 3 days, 12:00:59, time: 1.772, data_time: 0.774, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8680, loss_cls: 1.3473, loss: 1.3473, grad_norm: 7.3592 2020-08-03 05:57:23,963 - mmaction - INFO - Epoch [59][2380/3757] lr: 1.000e-03, eta: 3 days, 12:00:20, time: 1.944, data_time: 1.377, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8445, loss_cls: 1.3570, loss: 1.3570, grad_norm: 7.1619 2020-08-03 05:58:01,081 - mmaction - INFO - Epoch [59][2400/3757] lr: 1.000e-03, eta: 3 days, 11:59:36, time: 1.848, data_time: 0.377, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8609, loss_cls: 1.3511, loss: 1.3511, grad_norm: 7.5081 2020-08-03 05:58:36,817 - mmaction - INFO - Epoch [59][2420/3757] lr: 1.000e-03, eta: 3 days, 11:58:49, time: 1.795, data_time: 0.195, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3576, loss: 1.3576, grad_norm: 7.1348 2020-08-03 05:59:14,846 - mmaction - INFO - Epoch [59][2440/3757] lr: 1.000e-03, eta: 3 days, 11:58:08, time: 1.895, data_time: 0.086, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8500, loss_cls: 1.4382, loss: 1.4382, grad_norm: 7.4072 2020-08-03 05:59:54,839 - mmaction - INFO - Epoch [59][2460/3757] lr: 1.000e-03, eta: 3 days, 11:57:32, time: 2.006, data_time: 0.346, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.3535, loss: 1.3535, grad_norm: 7.3589 2020-08-03 06:00:36,530 - mmaction - INFO - Epoch [59][2480/3757] lr: 1.000e-03, eta: 3 days, 11:57:00, time: 2.071, data_time: 0.058, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.4968, loss: 1.4968, grad_norm: 7.7100 2020-08-03 06:01:15,082 - mmaction - INFO - Epoch [59][2500/3757] lr: 1.000e-03, eta: 3 days, 11:56:20, time: 1.939, data_time: 0.030, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.3668, loss: 1.3668, grad_norm: 7.1814 2020-08-03 06:01:54,851 - mmaction - INFO - Epoch [59][2520/3757] lr: 1.000e-03, eta: 3 days, 11:55:43, time: 1.982, data_time: 0.009, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.4015, loss: 1.4015, grad_norm: 7.3406 2020-08-03 06:02:30,620 - mmaction - INFO - Epoch [59][2540/3757] lr: 1.000e-03, eta: 3 days, 11:54:56, time: 1.789, data_time: 0.011, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8555, loss_cls: 1.3774, loss: 1.3774, grad_norm: 7.4505 2020-08-03 06:03:10,162 - mmaction - INFO - Epoch [59][2560/3757] lr: 1.000e-03, eta: 3 days, 11:54:19, time: 1.982, data_time: 0.016, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8594, loss_cls: 1.3980, loss: 1.3980, grad_norm: 7.8240 2020-08-03 06:03:50,564 - mmaction - INFO - Epoch [59][2580/3757] lr: 1.000e-03, eta: 3 days, 11:53:44, time: 2.021, data_time: 0.008, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8344, loss_cls: 1.4544, loss: 1.4544, grad_norm: 7.2933 2020-08-03 06:04:28,867 - mmaction - INFO - Epoch [59][2600/3757] lr: 1.000e-03, eta: 3 days, 11:53:04, time: 1.916, data_time: 0.004, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8398, loss_cls: 1.4094, loss: 1.4094, grad_norm: 7.4850 2020-08-03 06:05:08,381 - mmaction - INFO - Epoch [59][2620/3757] lr: 1.000e-03, eta: 3 days, 11:52:26, time: 1.975, data_time: 0.008, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.3590, loss: 1.3590, grad_norm: 7.2377 2020-08-03 06:05:45,394 - mmaction - INFO - Epoch [59][2640/3757] lr: 1.000e-03, eta: 3 days, 11:51:43, time: 1.853, data_time: 0.963, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4239, loss: 1.4239, grad_norm: 7.3242 2020-08-03 06:06:24,882 - mmaction - INFO - Epoch [59][2660/3757] lr: 1.000e-03, eta: 3 days, 11:51:05, time: 1.968, data_time: 1.016, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8313, loss_cls: 1.4856, loss: 1.4856, grad_norm: 7.6168 2020-08-03 06:07:03,987 - mmaction - INFO - Epoch [59][2680/3757] lr: 1.000e-03, eta: 3 days, 11:50:27, time: 1.961, data_time: 1.111, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8570, loss_cls: 1.3884, loss: 1.3884, grad_norm: 7.4063 2020-08-03 06:07:43,978 - mmaction - INFO - Epoch [59][2700/3757] lr: 1.000e-03, eta: 3 days, 11:49:50, time: 1.994, data_time: 0.998, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3619, loss: 1.3619, grad_norm: 7.1721 2020-08-03 06:08:23,952 - mmaction - INFO - Epoch [59][2720/3757] lr: 1.000e-03, eta: 3 days, 11:49:15, time: 2.005, data_time: 0.009, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8500, loss_cls: 1.3679, loss: 1.3679, grad_norm: 7.1966 2020-08-03 06:09:01,708 - mmaction - INFO - Epoch [59][2740/3757] lr: 1.000e-03, eta: 3 days, 11:48:32, time: 1.881, data_time: 0.007, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8539, loss_cls: 1.3907, loss: 1.3907, grad_norm: 7.4487 2020-08-03 06:09:39,321 - mmaction - INFO - Epoch [59][2760/3757] lr: 1.000e-03, eta: 3 days, 11:47:50, time: 1.883, data_time: 0.009, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4467, loss: 1.4467, grad_norm: 7.5287 2020-08-03 06:10:18,480 - mmaction - INFO - Epoch [59][2780/3757] lr: 1.000e-03, eta: 3 days, 11:47:12, time: 1.957, data_time: 0.080, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8320, loss_cls: 1.4516, loss: 1.4516, grad_norm: 7.3185 2020-08-03 06:10:59,172 - mmaction - INFO - Epoch [59][2800/3757] lr: 1.000e-03, eta: 3 days, 11:46:38, time: 2.039, data_time: 0.010, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8570, loss_cls: 1.3964, loss: 1.3964, grad_norm: 7.2131 2020-08-03 06:11:39,048 - mmaction - INFO - Epoch [59][2820/3757] lr: 1.000e-03, eta: 3 days, 11:46:01, time: 1.986, data_time: 0.008, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.3463, loss: 1.3463, grad_norm: 7.3173 2020-08-03 06:12:17,811 - mmaction - INFO - Epoch [59][2840/3757] lr: 1.000e-03, eta: 3 days, 11:45:22, time: 1.941, data_time: 0.012, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3566, loss: 1.3566, grad_norm: 7.3032 2020-08-03 06:12:55,045 - mmaction - INFO - Epoch [59][2860/3757] lr: 1.000e-03, eta: 3 days, 11:44:39, time: 1.867, data_time: 0.008, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8688, loss_cls: 1.3298, loss: 1.3298, grad_norm: 7.2890 2020-08-03 06:13:30,809 - mmaction - INFO - Epoch [59][2880/3757] lr: 1.000e-03, eta: 3 days, 11:43:51, time: 1.785, data_time: 0.008, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8719, loss_cls: 1.3202, loss: 1.3202, grad_norm: 7.2881 2020-08-03 06:14:09,937 - mmaction - INFO - Epoch [59][2900/3757] lr: 1.000e-03, eta: 3 days, 11:43:13, time: 1.956, data_time: 0.005, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.3633, loss: 1.3633, grad_norm: 7.5545 2020-08-03 06:14:50,747 - mmaction - INFO - Epoch [59][2920/3757] lr: 1.000e-03, eta: 3 days, 11:42:39, time: 2.043, data_time: 0.012, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8484, loss_cls: 1.4226, loss: 1.4226, grad_norm: 7.6689 2020-08-03 06:15:29,613 - mmaction - INFO - Epoch [59][2940/3757] lr: 1.000e-03, eta: 3 days, 11:42:00, time: 1.944, data_time: 0.052, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8484, loss_cls: 1.4041, loss: 1.4041, grad_norm: 7.3693 2020-08-03 06:16:10,302 - mmaction - INFO - Epoch [59][2960/3757] lr: 1.000e-03, eta: 3 days, 11:41:26, time: 2.032, data_time: 0.002, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8516, loss_cls: 1.4021, loss: 1.4021, grad_norm: 7.3587 2020-08-03 06:16:45,977 - mmaction - INFO - Epoch [59][2980/3757] lr: 1.000e-03, eta: 3 days, 11:40:38, time: 1.782, data_time: 0.134, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3714, loss: 1.3714, grad_norm: 7.1244 2020-08-03 06:17:21,962 - mmaction - INFO - Epoch [59][3000/3757] lr: 1.000e-03, eta: 3 days, 11:39:52, time: 1.799, data_time: 0.065, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4304, loss: 1.4304, grad_norm: 7.3481 2020-08-03 06:18:04,831 - mmaction - INFO - Epoch [59][3020/3757] lr: 1.000e-03, eta: 3 days, 11:39:23, time: 2.144, data_time: 0.012, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8648, loss_cls: 1.2951, loss: 1.2951, grad_norm: 7.2352 2020-08-03 06:18:43,127 - mmaction - INFO - Epoch [59][3040/3757] lr: 1.000e-03, eta: 3 days, 11:38:42, time: 1.911, data_time: 0.005, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.3493, loss: 1.3493, grad_norm: 7.3524 2020-08-03 06:19:22,118 - mmaction - INFO - Epoch [59][3060/3757] lr: 1.000e-03, eta: 3 days, 11:38:04, time: 1.949, data_time: 0.013, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3782, loss: 1.3782, grad_norm: 7.4472 2020-08-03 06:20:01,476 - mmaction - INFO - Epoch [59][3080/3757] lr: 1.000e-03, eta: 3 days, 11:37:26, time: 1.974, data_time: 0.010, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8539, loss_cls: 1.3731, loss: 1.3731, grad_norm: 7.1984 2020-08-03 06:20:40,718 - mmaction - INFO - Epoch [59][3100/3757] lr: 1.000e-03, eta: 3 days, 11:36:48, time: 1.959, data_time: 0.040, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8625, loss_cls: 1.3706, loss: 1.3706, grad_norm: 7.3051 2020-08-03 06:21:19,752 - mmaction - INFO - Epoch [59][3120/3757] lr: 1.000e-03, eta: 3 days, 11:36:09, time: 1.955, data_time: 0.591, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3495, loss: 1.3495, grad_norm: 7.2486 2020-08-03 06:21:57,988 - mmaction - INFO - Epoch [59][3140/3757] lr: 1.000e-03, eta: 3 days, 11:35:28, time: 1.902, data_time: 0.062, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8633, loss_cls: 1.3631, loss: 1.3631, grad_norm: 7.3525 2020-08-03 06:22:36,010 - mmaction - INFO - Epoch [59][3160/3757] lr: 1.000e-03, eta: 3 days, 11:34:48, time: 1.912, data_time: 0.146, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4591, loss: 1.4591, grad_norm: 7.4493 2020-08-03 06:23:16,052 - mmaction - INFO - Epoch [59][3180/3757] lr: 1.000e-03, eta: 3 days, 11:34:11, time: 1.994, data_time: 0.007, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8516, loss_cls: 1.4379, loss: 1.4379, grad_norm: 7.5079 2020-08-03 06:23:56,253 - mmaction - INFO - Epoch [59][3200/3757] lr: 1.000e-03, eta: 3 days, 11:33:36, time: 2.016, data_time: 0.060, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8555, loss_cls: 1.3890, loss: 1.3890, grad_norm: 7.4166 2020-08-03 06:24:35,028 - mmaction - INFO - Epoch [59][3220/3757] lr: 1.000e-03, eta: 3 days, 11:32:56, time: 1.936, data_time: 0.942, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4579, loss: 1.4579, grad_norm: 7.4306 2020-08-03 06:25:11,983 - mmaction - INFO - Epoch [59][3240/3757] lr: 1.000e-03, eta: 3 days, 11:32:13, time: 1.850, data_time: 0.899, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8609, loss_cls: 1.3568, loss: 1.3568, grad_norm: 7.3742 2020-08-03 06:25:50,096 - mmaction - INFO - Epoch [59][3260/3757] lr: 1.000e-03, eta: 3 days, 11:31:32, time: 1.907, data_time: 0.736, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8578, loss_cls: 1.4003, loss: 1.4003, grad_norm: 7.2422 2020-08-03 06:26:29,847 - mmaction - INFO - Epoch [59][3280/3757] lr: 1.000e-03, eta: 3 days, 11:30:55, time: 1.986, data_time: 0.010, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4551, loss: 1.4551, grad_norm: 7.3606 2020-08-03 06:27:10,067 - mmaction - INFO - Epoch [59][3300/3757] lr: 1.000e-03, eta: 3 days, 11:30:19, time: 2.011, data_time: 0.005, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8539, loss_cls: 1.3581, loss: 1.3581, grad_norm: 7.2298 2020-08-03 06:27:47,172 - mmaction - INFO - Epoch [59][3320/3757] lr: 1.000e-03, eta: 3 days, 11:29:36, time: 1.854, data_time: 0.009, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.4234, loss: 1.4234, grad_norm: 7.4754 2020-08-03 06:28:28,350 - mmaction - INFO - Epoch [59][3340/3757] lr: 1.000e-03, eta: 3 days, 11:29:03, time: 2.062, data_time: 0.006, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.3813, loss: 1.3813, grad_norm: 7.1980 2020-08-03 06:29:08,492 - mmaction - INFO - Epoch [59][3360/3757] lr: 1.000e-03, eta: 3 days, 11:28:27, time: 1.998, data_time: 0.008, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.4175, loss: 1.4175, grad_norm: 7.5483 2020-08-03 06:29:44,430 - mmaction - INFO - Epoch [59][3380/3757] lr: 1.000e-03, eta: 3 days, 11:27:40, time: 1.807, data_time: 0.034, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8609, loss_cls: 1.3468, loss: 1.3468, grad_norm: 7.1370 2020-08-03 06:30:27,175 - mmaction - INFO - Epoch [59][3400/3757] lr: 1.000e-03, eta: 3 days, 11:27:11, time: 2.132, data_time: 0.063, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8484, loss_cls: 1.3990, loss: 1.3990, grad_norm: 7.4231 2020-08-03 06:31:04,679 - mmaction - INFO - Epoch [59][3420/3757] lr: 1.000e-03, eta: 3 days, 11:26:29, time: 1.879, data_time: 0.010, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8492, loss_cls: 1.4572, loss: 1.4572, grad_norm: 7.5757 2020-08-03 06:31:45,445 - mmaction - INFO - Epoch [59][3440/3757] lr: 1.000e-03, eta: 3 days, 11:25:55, time: 2.037, data_time: 0.056, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8695, loss_cls: 1.2908, loss: 1.2908, grad_norm: 7.1861 2020-08-03 06:32:25,113 - mmaction - INFO - Epoch [59][3460/3757] lr: 1.000e-03, eta: 3 days, 11:25:17, time: 1.981, data_time: 0.005, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4084, loss: 1.4084, grad_norm: 7.4231 2020-08-03 06:33:03,441 - mmaction - INFO - Epoch [59][3480/3757] lr: 1.000e-03, eta: 3 days, 11:24:37, time: 1.921, data_time: 0.007, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8578, loss_cls: 1.3431, loss: 1.3431, grad_norm: 7.4087 2020-08-03 06:33:41,887 - mmaction - INFO - Epoch [59][3500/3757] lr: 1.000e-03, eta: 3 days, 11:23:57, time: 1.912, data_time: 0.487, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8594, loss_cls: 1.3942, loss: 1.3942, grad_norm: 7.4824 2020-08-03 06:34:19,966 - mmaction - INFO - Epoch [59][3520/3757] lr: 1.000e-03, eta: 3 days, 11:23:16, time: 1.913, data_time: 1.278, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8414, loss_cls: 1.4162, loss: 1.4162, grad_norm: 7.4906 2020-08-03 06:35:00,353 - mmaction - INFO - Epoch [59][3540/3757] lr: 1.000e-03, eta: 3 days, 11:22:41, time: 2.017, data_time: 1.405, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.4569, loss: 1.4569, grad_norm: 7.5952 2020-08-03 06:35:39,046 - mmaction - INFO - Epoch [59][3560/3757] lr: 1.000e-03, eta: 3 days, 11:22:01, time: 1.938, data_time: 1.354, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8688, loss_cls: 1.3269, loss: 1.3269, grad_norm: 7.4973 2020-08-03 06:36:17,009 - mmaction - INFO - Epoch [59][3580/3757] lr: 1.000e-03, eta: 3 days, 11:21:19, time: 1.888, data_time: 0.965, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.3387, loss: 1.3387, grad_norm: 7.2576 2020-08-03 06:36:57,678 - mmaction - INFO - Epoch [59][3600/3757] lr: 1.000e-03, eta: 3 days, 11:20:46, time: 2.043, data_time: 1.029, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2597, loss: 1.2597, grad_norm: 7.3054 2020-08-03 06:37:36,370 - mmaction - INFO - Epoch [59][3620/3757] lr: 1.000e-03, eta: 3 days, 11:20:06, time: 1.929, data_time: 1.007, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3017, loss: 1.3017, grad_norm: 7.2115 2020-08-03 06:38:14,520 - mmaction - INFO - Epoch [59][3640/3757] lr: 1.000e-03, eta: 3 days, 11:19:25, time: 1.911, data_time: 1.336, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8727, loss_cls: 1.3450, loss: 1.3450, grad_norm: 7.4648 2020-08-03 06:38:53,764 - mmaction - INFO - Epoch [59][3660/3757] lr: 1.000e-03, eta: 3 days, 11:18:47, time: 1.957, data_time: 0.920, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8445, loss_cls: 1.4867, loss: 1.4867, grad_norm: 7.4858 2020-08-03 06:39:32,658 - mmaction - INFO - Epoch [59][3680/3757] lr: 1.000e-03, eta: 3 days, 11:18:08, time: 1.950, data_time: 0.201, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8547, loss_cls: 1.3805, loss: 1.3805, grad_norm: 7.3225 2020-08-03 06:40:12,148 - mmaction - INFO - Epoch [59][3700/3757] lr: 1.000e-03, eta: 3 days, 11:17:31, time: 1.976, data_time: 0.123, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3868, loss: 1.3868, grad_norm: 7.5123 2020-08-03 06:40:54,907 - mmaction - INFO - Epoch [59][3720/3757] lr: 1.000e-03, eta: 3 days, 11:17:02, time: 2.137, data_time: 0.017, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4177, loss: 1.4177, grad_norm: 7.2572 2020-08-03 06:41:33,009 - mmaction - INFO - Epoch [59][3740/3757] lr: 1.000e-03, eta: 3 days, 11:16:20, time: 1.903, data_time: 0.257, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8289, loss_cls: 1.5080, loss: 1.5080, grad_norm: 7.4109 2020-08-03 06:41:57,895 - mmaction - INFO - Saving checkpoint at 59 epochs 2020-08-03 06:42:52,947 - mmaction - INFO - Epoch [60][20/3757] lr: 1.000e-03, eta: 3 days, 11:14:20, time: 2.657, data_time: 1.001, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8672, loss_cls: 1.2784, loss: 1.2784, grad_norm: 6.9835 2020-08-03 06:43:34,477 - mmaction - INFO - Epoch [60][40/3757] lr: 1.000e-03, eta: 3 days, 11:13:48, time: 2.080, data_time: 0.031, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8539, loss_cls: 1.3928, loss: 1.3928, grad_norm: 7.3931 2020-08-03 06:44:11,824 - mmaction - INFO - Epoch [60][60/3757] lr: 1.000e-03, eta: 3 days, 11:13:05, time: 1.868, data_time: 0.123, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8641, loss_cls: 1.3279, loss: 1.3279, grad_norm: 7.0553 2020-08-03 06:44:50,142 - mmaction - INFO - Epoch [60][80/3757] lr: 1.000e-03, eta: 3 days, 11:12:25, time: 1.916, data_time: 0.894, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8414, loss_cls: 1.4640, loss: 1.4640, grad_norm: 7.2595 2020-08-03 06:45:30,614 - mmaction - INFO - Epoch [60][100/3757] lr: 1.000e-03, eta: 3 days, 11:11:50, time: 2.024, data_time: 0.152, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8539, loss_cls: 1.2973, loss: 1.2973, grad_norm: 6.9386 2020-08-03 06:46:06,866 - mmaction - INFO - Epoch [60][120/3757] lr: 1.000e-03, eta: 3 days, 11:11:04, time: 1.812, data_time: 0.006, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8680, loss_cls: 1.3335, loss: 1.3335, grad_norm: 7.3633 2020-08-03 06:46:46,041 - mmaction - INFO - Epoch [60][140/3757] lr: 1.000e-03, eta: 3 days, 11:10:26, time: 1.955, data_time: 0.010, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8523, loss_cls: 1.4004, loss: 1.4004, grad_norm: 7.5623 2020-08-03 06:47:26,059 - mmaction - INFO - Epoch [60][160/3757] lr: 1.000e-03, eta: 3 days, 11:09:50, time: 2.003, data_time: 0.168, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8477, loss_cls: 1.3330, loss: 1.3330, grad_norm: 7.1777 2020-08-03 06:48:05,764 - mmaction - INFO - Epoch [60][180/3757] lr: 1.000e-03, eta: 3 days, 11:09:13, time: 1.988, data_time: 0.009, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.3620, loss: 1.3620, grad_norm: 7.2551 2020-08-03 06:48:42,216 - mmaction - INFO - Epoch [60][200/3757] lr: 1.000e-03, eta: 3 days, 11:08:28, time: 1.821, data_time: 0.009, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3326, loss: 1.3326, grad_norm: 7.4103 2020-08-03 06:49:23,932 - mmaction - INFO - Epoch [60][220/3757] lr: 1.000e-03, eta: 3 days, 11:07:56, time: 2.085, data_time: 0.084, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8625, loss_cls: 1.4263, loss: 1.4263, grad_norm: 7.5861 2020-08-03 06:49:59,569 - mmaction - INFO - Epoch [60][240/3757] lr: 1.000e-03, eta: 3 days, 11:07:09, time: 1.785, data_time: 0.482, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.3266, loss: 1.3266, grad_norm: 7.3574 2020-08-03 06:50:40,727 - mmaction - INFO - Epoch [60][260/3757] lr: 1.000e-03, eta: 3 days, 11:06:36, time: 2.059, data_time: 0.082, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.3964, loss: 1.3964, grad_norm: 7.5144 2020-08-03 06:51:18,538 - mmaction - INFO - Epoch [60][280/3757] lr: 1.000e-03, eta: 3 days, 11:05:53, time: 1.882, data_time: 0.161, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8523, loss_cls: 1.3602, loss: 1.3602, grad_norm: 7.2364 2020-08-03 06:51:58,493 - mmaction - INFO - Epoch [60][300/3757] lr: 1.000e-03, eta: 3 days, 11:05:17, time: 1.998, data_time: 0.578, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3446, loss: 1.3446, grad_norm: 7.3754 2020-08-03 06:52:36,413 - mmaction - INFO - Epoch [60][320/3757] lr: 1.000e-03, eta: 3 days, 11:04:36, time: 1.903, data_time: 0.073, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8688, loss_cls: 1.3606, loss: 1.3606, grad_norm: 7.3048 2020-08-03 06:53:16,007 - mmaction - INFO - Epoch [60][340/3757] lr: 1.000e-03, eta: 3 days, 11:03:59, time: 1.980, data_time: 0.993, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8422, loss_cls: 1.4669, loss: 1.4669, grad_norm: 7.4439 2020-08-03 06:53:54,162 - mmaction - INFO - Epoch [60][360/3757] lr: 1.000e-03, eta: 3 days, 11:03:18, time: 1.908, data_time: 1.301, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8539, loss_cls: 1.3817, loss: 1.3817, grad_norm: 7.4657 2020-08-03 06:54:36,486 - mmaction - INFO - Epoch [60][380/3757] lr: 1.000e-03, eta: 3 days, 11:02:48, time: 2.115, data_time: 1.084, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8633, loss_cls: 1.3237, loss: 1.3237, grad_norm: 7.2402 2020-08-03 06:55:16,363 - mmaction - INFO - Epoch [60][400/3757] lr: 1.000e-03, eta: 3 days, 11:02:11, time: 1.989, data_time: 0.080, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8680, loss_cls: 1.3477, loss: 1.3477, grad_norm: 7.4734 2020-08-03 06:55:47,618 - mmaction - INFO - Epoch [60][420/3757] lr: 1.000e-03, eta: 3 days, 11:01:13, time: 1.569, data_time: 0.010, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8625, loss_cls: 1.3898, loss: 1.3898, grad_norm: 7.5710 2020-08-03 06:56:26,541 - mmaction - INFO - Epoch [60][440/3757] lr: 1.000e-03, eta: 3 days, 11:00:34, time: 1.938, data_time: 0.566, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.4347, loss: 1.4347, grad_norm: 7.4360 2020-08-03 06:57:04,416 - mmaction - INFO - Epoch [60][460/3757] lr: 1.000e-03, eta: 3 days, 10:59:53, time: 1.903, data_time: 1.044, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4644, loss: 1.4644, grad_norm: 7.2912 2020-08-03 06:57:43,911 - mmaction - INFO - Epoch [60][480/3757] lr: 1.000e-03, eta: 3 days, 10:59:15, time: 1.970, data_time: 1.220, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.3664, loss: 1.3664, grad_norm: 7.2817 2020-08-03 06:58:23,743 - mmaction - INFO - Epoch [60][500/3757] lr: 1.000e-03, eta: 3 days, 10:58:39, time: 1.996, data_time: 0.876, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.3425, loss: 1.3425, grad_norm: 7.2207 2020-08-03 06:59:04,164 - mmaction - INFO - Epoch [60][520/3757] lr: 1.000e-03, eta: 3 days, 10:58:03, time: 2.016, data_time: 0.288, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8477, loss_cls: 1.4419, loss: 1.4419, grad_norm: 7.8019 2020-08-03 06:59:42,936 - mmaction - INFO - Epoch [60][540/3757] lr: 1.000e-03, eta: 3 days, 10:57:24, time: 1.944, data_time: 0.008, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.2942, loss: 1.2942, grad_norm: 6.9522 2020-08-03 07:00:16,648 - mmaction - INFO - Epoch [60][560/3757] lr: 1.000e-03, eta: 3 days, 10:56:31, time: 1.665, data_time: 0.007, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8594, loss_cls: 1.3905, loss: 1.3905, grad_norm: 7.3699 2020-08-03 07:01:00,605 - mmaction - INFO - Epoch [60][580/3757] lr: 1.000e-03, eta: 3 days, 10:56:06, time: 2.217, data_time: 0.263, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3345, loss: 1.3345, grad_norm: 7.3735 2020-08-03 07:01:40,382 - mmaction - INFO - Epoch [60][600/3757] lr: 1.000e-03, eta: 3 days, 10:55:29, time: 1.982, data_time: 0.009, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8516, loss_cls: 1.4095, loss: 1.4095, grad_norm: 7.3723 2020-08-03 07:02:19,473 - mmaction - INFO - Epoch [60][620/3757] lr: 1.000e-03, eta: 3 days, 10:54:51, time: 1.961, data_time: 0.017, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.3990, loss: 1.3990, grad_norm: 7.4068 2020-08-03 07:02:59,750 - mmaction - INFO - Epoch [60][640/3757] lr: 1.000e-03, eta: 3 days, 10:54:15, time: 2.013, data_time: 0.539, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4497, loss: 1.4497, grad_norm: 7.4670 2020-08-03 07:03:36,194 - mmaction - INFO - Epoch [60][660/3757] lr: 1.000e-03, eta: 3 days, 10:53:30, time: 1.811, data_time: 0.255, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3621, loss: 1.3621, grad_norm: 7.1991 2020-08-03 07:04:16,628 - mmaction - INFO - Epoch [60][680/3757] lr: 1.000e-03, eta: 3 days, 10:52:55, time: 2.033, data_time: 0.014, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8461, loss_cls: 1.4355, loss: 1.4355, grad_norm: 7.3593 2020-08-03 07:04:55,172 - mmaction - INFO - Epoch [60][700/3757] lr: 1.000e-03, eta: 3 days, 10:52:15, time: 1.922, data_time: 0.390, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8648, loss_cls: 1.3590, loss: 1.3590, grad_norm: 7.2957 2020-08-03 07:05:39,397 - mmaction - INFO - Epoch [60][720/3757] lr: 1.000e-03, eta: 3 days, 10:51:50, time: 2.218, data_time: 0.009, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8430, loss_cls: 1.4232, loss: 1.4232, grad_norm: 7.4223 2020-08-03 07:06:15,524 - mmaction - INFO - Epoch [60][740/3757] lr: 1.000e-03, eta: 3 days, 10:51:04, time: 1.802, data_time: 0.005, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8609, loss_cls: 1.3345, loss: 1.3345, grad_norm: 7.2922 2020-08-03 07:06:52,139 - mmaction - INFO - Epoch [60][760/3757] lr: 1.000e-03, eta: 3 days, 10:50:19, time: 1.833, data_time: 0.008, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8477, loss_cls: 1.3963, loss: 1.3963, grad_norm: 7.2645 2020-08-03 07:07:33,521 - mmaction - INFO - Epoch [60][780/3757] lr: 1.000e-03, eta: 3 days, 10:49:46, time: 2.068, data_time: 0.008, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8531, loss_cls: 1.3633, loss: 1.3633, grad_norm: 7.3615 2020-08-03 07:08:12,390 - mmaction - INFO - Epoch [60][800/3757] lr: 1.000e-03, eta: 3 days, 10:49:07, time: 1.944, data_time: 0.004, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8727, loss_cls: 1.3302, loss: 1.3302, grad_norm: 7.2890 2020-08-03 07:08:53,396 - mmaction - INFO - Epoch [60][820/3757] lr: 1.000e-03, eta: 3 days, 10:48:33, time: 2.043, data_time: 0.008, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8711, loss_cls: 1.3092, loss: 1.3092, grad_norm: 7.2736 2020-08-03 07:09:30,686 - mmaction - INFO - Epoch [60][840/3757] lr: 1.000e-03, eta: 3 days, 10:47:51, time: 1.873, data_time: 0.011, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8641, loss_cls: 1.3732, loss: 1.3732, grad_norm: 7.3393 2020-08-03 07:10:07,854 - mmaction - INFO - Epoch [60][860/3757] lr: 1.000e-03, eta: 3 days, 10:47:08, time: 1.859, data_time: 0.008, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8648, loss_cls: 1.4069, loss: 1.4069, grad_norm: 7.4772 2020-08-03 07:10:48,091 - mmaction - INFO - Epoch [60][880/3757] lr: 1.000e-03, eta: 3 days, 10:46:32, time: 2.010, data_time: 0.003, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8531, loss_cls: 1.3963, loss: 1.3963, grad_norm: 7.2107 2020-08-03 07:11:25,921 - mmaction - INFO - Epoch [60][900/3757] lr: 1.000e-03, eta: 3 days, 10:45:50, time: 1.892, data_time: 0.022, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8391, loss_cls: 1.4377, loss: 1.4377, grad_norm: 7.4104 2020-08-03 07:12:08,474 - mmaction - INFO - Epoch [60][920/3757] lr: 1.000e-03, eta: 3 days, 10:45:20, time: 2.120, data_time: 0.008, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8625, loss_cls: 1.3455, loss: 1.3455, grad_norm: 7.3420 2020-08-03 07:12:46,475 - mmaction - INFO - Epoch [60][940/3757] lr: 1.000e-03, eta: 3 days, 10:44:39, time: 1.902, data_time: 0.012, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8562, loss_cls: 1.3988, loss: 1.3988, grad_norm: 7.2906 2020-08-03 07:13:23,832 - mmaction - INFO - Epoch [60][960/3757] lr: 1.000e-03, eta: 3 days, 10:43:57, time: 1.874, data_time: 0.010, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8680, loss_cls: 1.3710, loss: 1.3710, grad_norm: 7.3925 2020-08-03 07:14:05,763 - mmaction - INFO - Epoch [60][980/3757] lr: 1.000e-03, eta: 3 days, 10:43:25, time: 2.094, data_time: 0.321, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8656, loss_cls: 1.3028, loss: 1.3028, grad_norm: 7.2173 2020-08-03 07:14:42,187 - mmaction - INFO - Epoch [60][1000/3757] lr: 1.000e-03, eta: 3 days, 10:42:40, time: 1.823, data_time: 0.045, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8695, loss_cls: 1.3487, loss: 1.3487, grad_norm: 7.3318 2020-08-03 07:15:22,030 - mmaction - INFO - Epoch [60][1020/3757] lr: 1.000e-03, eta: 3 days, 10:42:03, time: 1.984, data_time: 0.003, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4882, loss: 1.4882, grad_norm: 7.5565 2020-08-03 07:15:58,748 - mmaction - INFO - Epoch [60][1040/3757] lr: 1.000e-03, eta: 3 days, 10:41:19, time: 1.842, data_time: 0.011, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8727, loss_cls: 1.3414, loss: 1.3414, grad_norm: 7.3021 2020-08-03 07:16:35,865 - mmaction - INFO - Epoch [60][1060/3757] lr: 1.000e-03, eta: 3 days, 10:40:35, time: 1.851, data_time: 0.719, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8602, loss_cls: 1.3717, loss: 1.3717, grad_norm: 7.0746 2020-08-03 07:17:14,126 - mmaction - INFO - Epoch [60][1080/3757] lr: 1.000e-03, eta: 3 days, 10:39:55, time: 1.919, data_time: 0.955, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.3986, loss: 1.3986, grad_norm: 7.4075 2020-08-03 07:17:55,845 - mmaction - INFO - Epoch [60][1100/3757] lr: 1.000e-03, eta: 3 days, 10:39:23, time: 2.083, data_time: 1.487, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.4145, loss: 1.4145, grad_norm: 7.4088 2020-08-03 07:18:35,347 - mmaction - INFO - Epoch [60][1120/3757] lr: 1.000e-03, eta: 3 days, 10:38:46, time: 1.979, data_time: 1.412, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8617, loss_cls: 1.3382, loss: 1.3382, grad_norm: 7.3788 2020-08-03 07:19:14,132 - mmaction - INFO - Epoch [60][1140/3757] lr: 1.000e-03, eta: 3 days, 10:38:06, time: 1.935, data_time: 1.370, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8531, loss_cls: 1.4104, loss: 1.4104, grad_norm: 7.3755 2020-08-03 07:19:54,488 - mmaction - INFO - Epoch [60][1160/3757] lr: 1.000e-03, eta: 3 days, 10:37:31, time: 2.021, data_time: 1.115, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8664, loss_cls: 1.3507, loss: 1.3507, grad_norm: 7.4101 2020-08-03 07:20:32,152 - mmaction - INFO - Epoch [60][1180/3757] lr: 1.000e-03, eta: 3 days, 10:36:49, time: 1.877, data_time: 0.864, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4413, loss: 1.4413, grad_norm: 7.5492 2020-08-03 07:21:12,082 - mmaction - INFO - Epoch [60][1200/3757] lr: 1.000e-03, eta: 3 days, 10:36:13, time: 2.004, data_time: 1.109, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8641, loss_cls: 1.3373, loss: 1.3373, grad_norm: 7.2096 2020-08-03 07:21:50,571 - mmaction - INFO - Epoch [60][1220/3757] lr: 1.000e-03, eta: 3 days, 10:35:33, time: 1.925, data_time: 0.965, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.4113, loss: 1.4113, grad_norm: 7.2105 2020-08-03 07:22:32,822 - mmaction - INFO - Epoch [60][1240/3757] lr: 1.000e-03, eta: 3 days, 10:35:02, time: 2.104, data_time: 1.383, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8336, loss_cls: 1.5290, loss: 1.5290, grad_norm: 7.4888 2020-08-03 07:23:09,725 - mmaction - INFO - Epoch [60][1260/3757] lr: 1.000e-03, eta: 3 days, 10:34:18, time: 1.851, data_time: 0.510, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.4111, loss: 1.4111, grad_norm: 7.4984 2020-08-03 07:23:46,441 - mmaction - INFO - Epoch [60][1280/3757] lr: 1.000e-03, eta: 3 days, 10:33:34, time: 1.833, data_time: 0.514, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8672, loss_cls: 1.2825, loss: 1.2825, grad_norm: 6.8030 2020-08-03 07:24:24,998 - mmaction - INFO - Epoch [60][1300/3757] lr: 1.000e-03, eta: 3 days, 10:32:54, time: 1.933, data_time: 0.237, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8547, loss_cls: 1.3323, loss: 1.3323, grad_norm: 7.0554 2020-08-03 07:25:04,572 - mmaction - INFO - Epoch [60][1320/3757] lr: 1.000e-03, eta: 3 days, 10:32:17, time: 1.979, data_time: 0.574, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.3351, loss: 1.3351, grad_norm: 7.3322 2020-08-03 07:25:42,436 - mmaction - INFO - Epoch [60][1340/3757] lr: 1.000e-03, eta: 3 days, 10:31:35, time: 1.894, data_time: 0.741, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.3292, loss: 1.3292, grad_norm: 7.2990 2020-08-03 07:26:24,401 - mmaction - INFO - Epoch [60][1360/3757] lr: 1.000e-03, eta: 3 days, 10:31:04, time: 2.095, data_time: 0.750, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.2895, loss: 1.2895, grad_norm: 7.1488 2020-08-03 07:27:04,300 - mmaction - INFO - Epoch [60][1380/3757] lr: 1.000e-03, eta: 3 days, 10:30:27, time: 1.997, data_time: 0.032, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3838, loss: 1.3838, grad_norm: 7.3182 2020-08-03 07:27:40,079 - mmaction - INFO - Epoch [60][1400/3757] lr: 1.000e-03, eta: 3 days, 10:29:41, time: 1.790, data_time: 0.020, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8539, loss_cls: 1.4115, loss: 1.4115, grad_norm: 7.4332 2020-08-03 07:28:21,586 - mmaction - INFO - Epoch [60][1420/3757] lr: 1.000e-03, eta: 3 days, 10:29:08, time: 2.076, data_time: 0.200, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.3595, loss: 1.3595, grad_norm: 7.3433 2020-08-03 07:28:58,376 - mmaction - INFO - Epoch [60][1440/3757] lr: 1.000e-03, eta: 3 days, 10:28:24, time: 1.832, data_time: 0.126, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8477, loss_cls: 1.4271, loss: 1.4271, grad_norm: 7.5768 2020-08-03 07:29:42,216 - mmaction - INFO - Epoch [60][1460/3757] lr: 1.000e-03, eta: 3 days, 10:27:57, time: 2.197, data_time: 0.680, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8578, loss_cls: 1.3229, loss: 1.3229, grad_norm: 7.1919 2020-08-03 07:30:20,647 - mmaction - INFO - Epoch [60][1480/3757] lr: 1.000e-03, eta: 3 days, 10:27:17, time: 1.919, data_time: 1.346, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8555, loss_cls: 1.3656, loss: 1.3656, grad_norm: 7.4760 2020-08-03 07:30:56,763 - mmaction - INFO - Epoch [60][1500/3757] lr: 1.000e-03, eta: 3 days, 10:26:31, time: 1.809, data_time: 1.232, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4008, loss: 1.4008, grad_norm: 7.4985 2020-08-03 07:31:35,996 - mmaction - INFO - Epoch [60][1520/3757] lr: 1.000e-03, eta: 3 days, 10:25:53, time: 1.957, data_time: 0.303, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8672, loss_cls: 1.3423, loss: 1.3423, grad_norm: 7.3145 2020-08-03 07:32:13,425 - mmaction - INFO - Epoch [60][1540/3757] lr: 1.000e-03, eta: 3 days, 10:25:11, time: 1.876, data_time: 0.088, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8586, loss_cls: 1.3832, loss: 1.3832, grad_norm: 7.4067 2020-08-03 07:32:52,378 - mmaction - INFO - Epoch [60][1560/3757] lr: 1.000e-03, eta: 3 days, 10:24:32, time: 1.949, data_time: 0.003, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8641, loss_cls: 1.3723, loss: 1.3723, grad_norm: 7.5753 2020-08-03 07:33:32,314 - mmaction - INFO - Epoch [60][1580/3757] lr: 1.000e-03, eta: 3 days, 10:23:56, time: 1.996, data_time: 0.002, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8648, loss_cls: 1.3489, loss: 1.3489, grad_norm: 7.4251 2020-08-03 07:34:10,062 - mmaction - INFO - Epoch [60][1600/3757] lr: 1.000e-03, eta: 3 days, 10:23:14, time: 1.886, data_time: 0.078, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8562, loss_cls: 1.4017, loss: 1.4017, grad_norm: 7.6116 2020-08-03 07:34:51,710 - mmaction - INFO - Epoch [60][1620/3757] lr: 1.000e-03, eta: 3 days, 10:22:42, time: 2.084, data_time: 0.010, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.4670, loss: 1.4670, grad_norm: 7.5582 2020-08-03 07:35:29,535 - mmaction - INFO - Epoch [60][1640/3757] lr: 1.000e-03, eta: 3 days, 10:22:00, time: 1.892, data_time: 0.003, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8484, loss_cls: 1.3588, loss: 1.3588, grad_norm: 7.4634 2020-08-03 07:36:06,221 - mmaction - INFO - Epoch [60][1660/3757] lr: 1.000e-03, eta: 3 days, 10:21:15, time: 1.833, data_time: 0.288, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2932, loss: 1.2932, grad_norm: 7.0560 2020-08-03 07:36:45,882 - mmaction - INFO - Epoch [60][1680/3757] lr: 1.000e-03, eta: 3 days, 10:20:38, time: 1.975, data_time: 0.149, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8422, loss_cls: 1.4375, loss: 1.4375, grad_norm: 7.8232 2020-08-03 07:37:28,584 - mmaction - INFO - Epoch [60][1700/3757] lr: 1.000e-03, eta: 3 days, 10:20:09, time: 2.144, data_time: 0.013, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8562, loss_cls: 1.3498, loss: 1.3498, grad_norm: 7.3544 2020-08-03 07:38:07,113 - mmaction - INFO - Epoch [60][1720/3757] lr: 1.000e-03, eta: 3 days, 10:19:29, time: 1.923, data_time: 0.007, memory: 5166, top1_acc: 0.6273, top5_acc: 0.8336, loss_cls: 1.5323, loss: 1.5323, grad_norm: 7.7773 2020-08-03 07:38:45,650 - mmaction - INFO - Epoch [60][1740/3757] lr: 1.000e-03, eta: 3 days, 10:18:49, time: 1.930, data_time: 0.021, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.3890, loss: 1.3890, grad_norm: 7.5277 2020-08-03 07:39:26,589 - mmaction - INFO - Epoch [60][1760/3757] lr: 1.000e-03, eta: 3 days, 10:18:15, time: 2.039, data_time: 0.410, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.3366, loss: 1.3366, grad_norm: 7.4439 2020-08-03 07:40:03,395 - mmaction - INFO - Epoch [60][1780/3757] lr: 1.000e-03, eta: 3 days, 10:17:31, time: 1.849, data_time: 0.428, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8445, loss_cls: 1.4339, loss: 1.4339, grad_norm: 7.3640 2020-08-03 07:40:46,635 - mmaction - INFO - Epoch [60][1800/3757] lr: 1.000e-03, eta: 3 days, 10:17:03, time: 2.160, data_time: 0.465, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8547, loss_cls: 1.4176, loss: 1.4176, grad_norm: 7.5748 2020-08-03 07:41:24,604 - mmaction - INFO - Epoch [60][1820/3757] lr: 1.000e-03, eta: 3 days, 10:16:21, time: 1.898, data_time: 0.770, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8414, loss_cls: 1.4118, loss: 1.4118, grad_norm: 7.4655 2020-08-03 07:42:02,519 - mmaction - INFO - Epoch [60][1840/3757] lr: 1.000e-03, eta: 3 days, 10:15:40, time: 1.897, data_time: 0.465, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8609, loss_cls: 1.3522, loss: 1.3522, grad_norm: 7.4170 2020-08-03 07:42:43,004 - mmaction - INFO - Epoch [60][1860/3757] lr: 1.000e-03, eta: 3 days, 10:15:05, time: 2.023, data_time: 0.014, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8625, loss_cls: 1.4027, loss: 1.4027, grad_norm: 7.5936 2020-08-03 07:43:21,391 - mmaction - INFO - Epoch [60][1880/3757] lr: 1.000e-03, eta: 3 days, 10:14:25, time: 1.917, data_time: 0.143, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8570, loss_cls: 1.4383, loss: 1.4383, grad_norm: 7.5971 2020-08-03 07:43:57,506 - mmaction - INFO - Epoch [60][1900/3757] lr: 1.000e-03, eta: 3 days, 10:13:39, time: 1.807, data_time: 0.620, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8516, loss_cls: 1.4437, loss: 1.4437, grad_norm: 7.5967 2020-08-03 07:44:38,660 - mmaction - INFO - Epoch [60][1920/3757] lr: 1.000e-03, eta: 3 days, 10:13:06, time: 2.060, data_time: 0.492, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8773, loss_cls: 1.3064, loss: 1.3064, grad_norm: 7.2103 2020-08-03 07:45:17,282 - mmaction - INFO - Epoch [60][1940/3757] lr: 1.000e-03, eta: 3 days, 10:12:26, time: 1.924, data_time: 0.348, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8664, loss_cls: 1.3388, loss: 1.3388, grad_norm: 7.4341 2020-08-03 07:45:55,945 - mmaction - INFO - Epoch [60][1960/3757] lr: 1.000e-03, eta: 3 days, 10:11:46, time: 1.940, data_time: 0.020, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8750, loss_cls: 1.2859, loss: 1.2859, grad_norm: 7.1417 2020-08-03 07:46:33,602 - mmaction - INFO - Epoch [60][1980/3757] lr: 1.000e-03, eta: 3 days, 10:11:04, time: 1.877, data_time: 0.009, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8586, loss_cls: 1.3281, loss: 1.3281, grad_norm: 7.3574 2020-08-03 07:47:11,304 - mmaction - INFO - Epoch [60][2000/3757] lr: 1.000e-03, eta: 3 days, 10:10:23, time: 1.892, data_time: 0.010, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8586, loss_cls: 1.3763, loss: 1.3763, grad_norm: 7.5299 2020-08-03 07:47:47,767 - mmaction - INFO - Epoch [60][2020/3757] lr: 1.000e-03, eta: 3 days, 10:09:37, time: 1.817, data_time: 0.008, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8688, loss_cls: 1.3750, loss: 1.3750, grad_norm: 7.5087 2020-08-03 07:48:25,761 - mmaction - INFO - Epoch [60][2040/3757] lr: 1.000e-03, eta: 3 days, 10:08:56, time: 1.904, data_time: 0.818, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8492, loss_cls: 1.4339, loss: 1.4339, grad_norm: 7.3140 2020-08-03 07:49:05,762 - mmaction - INFO - Epoch [60][2060/3757] lr: 1.000e-03, eta: 3 days, 10:08:20, time: 1.999, data_time: 0.863, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8531, loss_cls: 1.4452, loss: 1.4452, grad_norm: 7.6032 2020-08-03 07:49:45,904 - mmaction - INFO - Epoch [60][2080/3757] lr: 1.000e-03, eta: 3 days, 10:07:44, time: 2.010, data_time: 0.362, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.3870, loss: 1.3870, grad_norm: 7.1863 2020-08-03 07:50:25,039 - mmaction - INFO - Epoch [60][2100/3757] lr: 1.000e-03, eta: 3 days, 10:07:06, time: 1.950, data_time: 0.828, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8492, loss_cls: 1.3968, loss: 1.3968, grad_norm: 7.6017 2020-08-03 07:51:02,754 - mmaction - INFO - Epoch [60][2120/3757] lr: 1.000e-03, eta: 3 days, 10:06:24, time: 1.892, data_time: 1.329, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8461, loss_cls: 1.3953, loss: 1.3953, grad_norm: 7.2628 2020-08-03 07:51:46,251 - mmaction - INFO - Epoch [60][2140/3757] lr: 1.000e-03, eta: 3 days, 10:05:56, time: 2.172, data_time: 1.533, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8633, loss_cls: 1.3324, loss: 1.3324, grad_norm: 7.3665 2020-08-03 07:52:24,547 - mmaction - INFO - Epoch [60][2160/3757] lr: 1.000e-03, eta: 3 days, 10:05:16, time: 1.919, data_time: 1.116, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.3881, loss: 1.3881, grad_norm: 7.3100 2020-08-03 07:53:02,019 - mmaction - INFO - Epoch [60][2180/3757] lr: 1.000e-03, eta: 3 days, 10:04:34, time: 1.873, data_time: 1.167, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8398, loss_cls: 1.4498, loss: 1.4498, grad_norm: 7.3642 2020-08-03 07:53:43,771 - mmaction - INFO - Epoch [60][2200/3757] lr: 1.000e-03, eta: 3 days, 10:04:01, time: 2.084, data_time: 1.490, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8703, loss_cls: 1.3176, loss: 1.3176, grad_norm: 7.5215 2020-08-03 07:54:20,030 - mmaction - INFO - Epoch [60][2220/3757] lr: 1.000e-03, eta: 3 days, 10:03:16, time: 1.816, data_time: 1.017, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8570, loss_cls: 1.3795, loss: 1.3795, grad_norm: 7.4813 2020-08-03 07:55:01,469 - mmaction - INFO - Epoch [60][2240/3757] lr: 1.000e-03, eta: 3 days, 10:02:43, time: 2.067, data_time: 0.956, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.3911, loss: 1.3911, grad_norm: 7.7265 2020-08-03 07:55:37,617 - mmaction - INFO - Epoch [60][2260/3757] lr: 1.000e-03, eta: 3 days, 10:01:58, time: 1.812, data_time: 0.265, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.4281, loss: 1.4281, grad_norm: 7.4488 2020-08-03 07:56:18,952 - mmaction - INFO - Epoch [60][2280/3757] lr: 1.000e-03, eta: 3 days, 10:01:25, time: 2.064, data_time: 0.080, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3540, loss: 1.3540, grad_norm: 7.2457 2020-08-03 07:56:55,786 - mmaction - INFO - Epoch [60][2300/3757] lr: 1.000e-03, eta: 3 days, 10:00:41, time: 1.846, data_time: 0.440, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8688, loss_cls: 1.3028, loss: 1.3028, grad_norm: 7.2694 2020-08-03 07:57:33,187 - mmaction - INFO - Epoch [60][2320/3757] lr: 1.000e-03, eta: 3 days, 9:59:58, time: 1.869, data_time: 0.684, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.4047, loss: 1.4047, grad_norm: 7.4351 2020-08-03 07:58:12,758 - mmaction - INFO - Epoch [60][2340/3757] lr: 1.000e-03, eta: 3 days, 9:59:21, time: 1.977, data_time: 0.076, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4316, loss: 1.4316, grad_norm: 7.4870 2020-08-03 07:58:50,605 - mmaction - INFO - Epoch [60][2360/3757] lr: 1.000e-03, eta: 3 days, 9:58:39, time: 1.893, data_time: 0.011, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8453, loss_cls: 1.5209, loss: 1.5209, grad_norm: 7.9936 2020-08-03 07:59:28,495 - mmaction - INFO - Epoch [60][2380/3757] lr: 1.000e-03, eta: 3 days, 9:57:58, time: 1.893, data_time: 0.010, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8586, loss_cls: 1.4015, loss: 1.4015, grad_norm: 7.4396 2020-08-03 08:00:11,296 - mmaction - INFO - Epoch [60][2400/3757] lr: 1.000e-03, eta: 3 days, 9:57:28, time: 2.132, data_time: 0.349, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8594, loss_cls: 1.3659, loss: 1.3659, grad_norm: 7.5639 2020-08-03 08:00:52,666 - mmaction - INFO - Epoch [60][2420/3757] lr: 1.000e-03, eta: 3 days, 9:56:55, time: 2.077, data_time: 1.056, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8633, loss_cls: 1.3495, loss: 1.3495, grad_norm: 7.4551 2020-08-03 08:01:28,999 - mmaction - INFO - Epoch [60][2440/3757] lr: 1.000e-03, eta: 3 days, 9:56:10, time: 1.816, data_time: 1.231, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.3735, loss: 1.3735, grad_norm: 7.3378 2020-08-03 08:02:06,030 - mmaction - INFO - Epoch [60][2460/3757] lr: 1.000e-03, eta: 3 days, 9:55:26, time: 1.845, data_time: 0.436, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8625, loss_cls: 1.3562, loss: 1.3562, grad_norm: 7.3261 2020-08-03 08:02:46,937 - mmaction - INFO - Epoch [60][2480/3757] lr: 1.000e-03, eta: 3 days, 9:54:53, time: 2.055, data_time: 1.009, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8430, loss_cls: 1.4471, loss: 1.4471, grad_norm: 7.5341 2020-08-03 08:03:22,348 - mmaction - INFO - Epoch [60][2500/3757] lr: 1.000e-03, eta: 3 days, 9:54:05, time: 1.771, data_time: 0.629, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8695, loss_cls: 1.3190, loss: 1.3190, grad_norm: 7.4459 2020-08-03 08:04:03,433 - mmaction - INFO - Epoch [60][2520/3757] lr: 1.000e-03, eta: 3 days, 9:53:32, time: 2.053, data_time: 0.410, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.4061, loss: 1.4061, grad_norm: 7.6758 2020-08-03 08:04:43,554 - mmaction - INFO - Epoch [60][2540/3757] lr: 1.000e-03, eta: 3 days, 9:52:55, time: 1.999, data_time: 0.617, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8570, loss_cls: 1.3531, loss: 1.3531, grad_norm: 7.2951 2020-08-03 08:05:21,671 - mmaction - INFO - Epoch [60][2560/3757] lr: 1.000e-03, eta: 3 days, 9:52:14, time: 1.906, data_time: 0.302, memory: 5166, top1_acc: 0.6336, top5_acc: 0.8414, loss_cls: 1.4675, loss: 1.4675, grad_norm: 7.6821 2020-08-03 08:06:01,054 - mmaction - INFO - Epoch [60][2580/3757] lr: 1.000e-03, eta: 3 days, 9:51:37, time: 1.977, data_time: 0.283, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8516, loss_cls: 1.4330, loss: 1.4330, grad_norm: 7.4839 2020-08-03 08:06:42,669 - mmaction - INFO - Epoch [60][2600/3757] lr: 1.000e-03, eta: 3 days, 9:51:04, time: 2.074, data_time: 0.686, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8422, loss_cls: 1.4013, loss: 1.4013, grad_norm: 7.3512 2020-08-03 08:07:19,709 - mmaction - INFO - Epoch [60][2620/3757] lr: 1.000e-03, eta: 3 days, 9:50:21, time: 1.858, data_time: 0.910, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.4114, loss: 1.4114, grad_norm: 7.4921 2020-08-03 08:08:01,604 - mmaction - INFO - Epoch [60][2640/3757] lr: 1.000e-03, eta: 3 days, 9:49:49, time: 2.087, data_time: 0.952, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.3254, loss: 1.3254, grad_norm: 7.0952 2020-08-03 08:08:39,272 - mmaction - INFO - Epoch [60][2660/3757] lr: 1.000e-03, eta: 3 days, 9:49:07, time: 1.888, data_time: 0.241, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8648, loss_cls: 1.3321, loss: 1.3321, grad_norm: 7.2719 2020-08-03 08:09:17,124 - mmaction - INFO - Epoch [60][2680/3757] lr: 1.000e-03, eta: 3 days, 9:48:26, time: 1.894, data_time: 0.440, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8531, loss_cls: 1.3928, loss: 1.3928, grad_norm: 7.5813 2020-08-03 08:09:54,458 - mmaction - INFO - Epoch [60][2700/3757] lr: 1.000e-03, eta: 3 days, 9:47:43, time: 1.860, data_time: 0.377, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.3748, loss: 1.3748, grad_norm: 7.5486 2020-08-03 08:10:35,348 - mmaction - INFO - Epoch [60][2720/3757] lr: 1.000e-03, eta: 3 days, 9:47:09, time: 2.052, data_time: 1.177, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8711, loss_cls: 1.3423, loss: 1.3423, grad_norm: 7.2855 2020-08-03 08:11:15,089 - mmaction - INFO - Epoch [60][2740/3757] lr: 1.000e-03, eta: 3 days, 9:46:32, time: 1.985, data_time: 1.108, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8547, loss_cls: 1.4202, loss: 1.4202, grad_norm: 7.3733 2020-08-03 08:11:50,946 - mmaction - INFO - Epoch [60][2760/3757] lr: 1.000e-03, eta: 3 days, 9:45:45, time: 1.784, data_time: 0.380, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3680, loss: 1.3680, grad_norm: 7.2699 2020-08-03 08:12:29,744 - mmaction - INFO - Epoch [60][2780/3757] lr: 1.000e-03, eta: 3 days, 9:45:07, time: 1.950, data_time: 0.049, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8617, loss_cls: 1.3807, loss: 1.3807, grad_norm: 7.6184 2020-08-03 08:13:08,569 - mmaction - INFO - Epoch [60][2800/3757] lr: 1.000e-03, eta: 3 days, 9:44:28, time: 1.942, data_time: 0.003, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8727, loss_cls: 1.3379, loss: 1.3379, grad_norm: 7.5421 2020-08-03 08:13:52,767 - mmaction - INFO - Epoch [60][2820/3757] lr: 1.000e-03, eta: 3 days, 9:44:01, time: 2.205, data_time: 0.008, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8594, loss_cls: 1.4062, loss: 1.4062, grad_norm: 7.3018 2020-08-03 08:14:27,972 - mmaction - INFO - Epoch [60][2840/3757] lr: 1.000e-03, eta: 3 days, 9:43:14, time: 1.764, data_time: 0.008, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8625, loss_cls: 1.3632, loss: 1.3632, grad_norm: 7.3403 2020-08-03 08:15:09,043 - mmaction - INFO - Epoch [60][2860/3757] lr: 1.000e-03, eta: 3 days, 9:42:40, time: 2.053, data_time: 0.020, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8633, loss_cls: 1.3811, loss: 1.3811, grad_norm: 7.6449 2020-08-03 08:15:47,599 - mmaction - INFO - Epoch [60][2880/3757] lr: 1.000e-03, eta: 3 days, 9:42:00, time: 1.928, data_time: 0.010, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.3538, loss: 1.3538, grad_norm: 7.4229 2020-08-03 08:16:30,320 - mmaction - INFO - Epoch [60][2900/3757] lr: 1.000e-03, eta: 3 days, 9:41:30, time: 2.136, data_time: 0.009, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8336, loss_cls: 1.4441, loss: 1.4441, grad_norm: 7.5521 2020-08-03 08:17:05,386 - mmaction - INFO - Epoch [60][2920/3757] lr: 1.000e-03, eta: 3 days, 9:40:42, time: 1.743, data_time: 0.009, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8422, loss_cls: 1.4462, loss: 1.4462, grad_norm: 7.4434 2020-08-03 08:17:43,121 - mmaction - INFO - Epoch [60][2940/3757] lr: 1.000e-03, eta: 3 days, 9:40:00, time: 1.897, data_time: 0.013, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3747, loss: 1.3747, grad_norm: 7.5265 2020-08-03 08:18:23,231 - mmaction - INFO - Epoch [60][2960/3757] lr: 1.000e-03, eta: 3 days, 9:39:24, time: 2.001, data_time: 0.009, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8508, loss_cls: 1.4538, loss: 1.4538, grad_norm: 7.6057 2020-08-03 08:19:06,140 - mmaction - INFO - Epoch [60][2980/3757] lr: 1.000e-03, eta: 3 days, 9:38:55, time: 2.147, data_time: 0.010, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8297, loss_cls: 1.4679, loss: 1.4679, grad_norm: 7.5683 2020-08-03 08:19:45,451 - mmaction - INFO - Epoch [60][3000/3757] lr: 1.000e-03, eta: 3 days, 9:38:17, time: 1.963, data_time: 0.012, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8523, loss_cls: 1.3772, loss: 1.3772, grad_norm: 7.3844 2020-08-03 08:20:22,946 - mmaction - INFO - Epoch [60][3020/3757] lr: 1.000e-03, eta: 3 days, 9:37:34, time: 1.876, data_time: 0.009, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8477, loss_cls: 1.4451, loss: 1.4451, grad_norm: 7.7904 2020-08-03 08:21:00,529 - mmaction - INFO - Epoch [60][3040/3757] lr: 1.000e-03, eta: 3 days, 9:36:53, time: 1.883, data_time: 0.025, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8492, loss_cls: 1.3998, loss: 1.3998, grad_norm: 7.4269 2020-08-03 08:21:43,516 - mmaction - INFO - Epoch [60][3060/3757] lr: 1.000e-03, eta: 3 days, 9:36:23, time: 2.150, data_time: 0.077, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8461, loss_cls: 1.4412, loss: 1.4412, grad_norm: 7.4252 2020-08-03 08:22:20,810 - mmaction - INFO - Epoch [60][3080/3757] lr: 1.000e-03, eta: 3 days, 9:35:41, time: 1.863, data_time: 0.003, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8516, loss_cls: 1.3815, loss: 1.3815, grad_norm: 7.3048 2020-08-03 08:22:58,701 - mmaction - INFO - Epoch [60][3100/3757] lr: 1.000e-03, eta: 3 days, 9:34:59, time: 1.890, data_time: 0.010, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.4241, loss: 1.4241, grad_norm: 7.4318 2020-08-03 08:23:38,274 - mmaction - INFO - Epoch [60][3120/3757] lr: 1.000e-03, eta: 3 days, 9:34:22, time: 1.978, data_time: 0.031, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.3785, loss: 1.3785, grad_norm: 7.2375 2020-08-03 08:24:16,525 - mmaction - INFO - Epoch [60][3140/3757] lr: 1.000e-03, eta: 3 days, 9:33:41, time: 1.917, data_time: 0.192, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.3489, loss: 1.3489, grad_norm: 7.3051 2020-08-03 08:24:54,485 - mmaction - INFO - Epoch [60][3160/3757] lr: 1.000e-03, eta: 3 days, 9:33:00, time: 1.895, data_time: 0.849, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3949, loss: 1.3949, grad_norm: 7.4012 2020-08-03 08:25:32,635 - mmaction - INFO - Epoch [60][3180/3757] lr: 1.000e-03, eta: 3 days, 9:32:19, time: 1.912, data_time: 0.015, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.3732, loss: 1.3732, grad_norm: 7.3760 2020-08-03 08:26:12,632 - mmaction - INFO - Epoch [60][3200/3757] lr: 1.000e-03, eta: 3 days, 9:31:43, time: 1.991, data_time: 0.667, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3317, loss: 1.3317, grad_norm: 7.2706 2020-08-03 08:26:53,543 - mmaction - INFO - Epoch [60][3220/3757] lr: 1.000e-03, eta: 3 days, 9:31:09, time: 2.051, data_time: 0.771, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.4218, loss: 1.4218, grad_norm: 7.5629 2020-08-03 08:27:35,139 - mmaction - INFO - Epoch [60][3240/3757] lr: 1.000e-03, eta: 3 days, 9:30:36, time: 2.083, data_time: 1.148, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8375, loss_cls: 1.4400, loss: 1.4400, grad_norm: 7.3647 2020-08-03 08:28:13,529 - mmaction - INFO - Epoch [60][3260/3757] lr: 1.000e-03, eta: 3 days, 9:29:56, time: 1.921, data_time: 1.154, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.4547, loss: 1.4547, grad_norm: 7.3813 2020-08-03 08:28:52,359 - mmaction - INFO - Epoch [60][3280/3757] lr: 1.000e-03, eta: 3 days, 9:29:17, time: 1.932, data_time: 1.290, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.4252, loss: 1.4252, grad_norm: 7.5446 2020-08-03 08:29:30,735 - mmaction - INFO - Epoch [60][3300/3757] lr: 1.000e-03, eta: 3 days, 9:28:37, time: 1.924, data_time: 1.198, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.3466, loss: 1.3466, grad_norm: 7.2690 2020-08-03 08:30:10,314 - mmaction - INFO - Epoch [60][3320/3757] lr: 1.000e-03, eta: 3 days, 9:27:59, time: 1.981, data_time: 1.163, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8633, loss_cls: 1.3714, loss: 1.3714, grad_norm: 7.5974 2020-08-03 08:30:46,291 - mmaction - INFO - Epoch [60][3340/3757] lr: 1.000e-03, eta: 3 days, 9:27:14, time: 1.799, data_time: 0.301, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8625, loss_cls: 1.3781, loss: 1.3781, grad_norm: 7.4424 2020-08-03 08:31:25,995 - mmaction - INFO - Epoch [60][3360/3757] lr: 1.000e-03, eta: 3 days, 9:26:36, time: 1.985, data_time: 0.011, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.3916, loss: 1.3916, grad_norm: 7.4064 2020-08-03 08:32:03,170 - mmaction - INFO - Epoch [60][3380/3757] lr: 1.000e-03, eta: 3 days, 9:25:54, time: 1.860, data_time: 0.005, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8484, loss_cls: 1.4470, loss: 1.4470, grad_norm: 7.6196 2020-08-03 08:32:47,243 - mmaction - INFO - Epoch [60][3400/3757] lr: 1.000e-03, eta: 3 days, 9:25:26, time: 2.197, data_time: 1.000, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8562, loss_cls: 1.3946, loss: 1.3946, grad_norm: 7.3950 2020-08-03 08:33:25,415 - mmaction - INFO - Epoch [60][3420/3757] lr: 1.000e-03, eta: 3 days, 9:24:46, time: 1.914, data_time: 0.248, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8688, loss_cls: 1.2883, loss: 1.2883, grad_norm: 7.3227 2020-08-03 08:34:05,218 - mmaction - INFO - Epoch [60][3440/3757] lr: 1.000e-03, eta: 3 days, 9:24:09, time: 1.986, data_time: 0.006, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8438, loss_cls: 1.4117, loss: 1.4117, grad_norm: 7.4961 2020-08-03 08:34:42,762 - mmaction - INFO - Epoch [60][3460/3757] lr: 1.000e-03, eta: 3 days, 9:23:27, time: 1.882, data_time: 0.017, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8422, loss_cls: 1.4321, loss: 1.4321, grad_norm: 7.5440 2020-08-03 08:35:23,685 - mmaction - INFO - Epoch [60][3480/3757] lr: 1.000e-03, eta: 3 days, 9:22:53, time: 2.039, data_time: 0.009, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8602, loss_cls: 1.3713, loss: 1.3713, grad_norm: 7.3953 2020-08-03 08:36:00,816 - mmaction - INFO - Epoch [60][3500/3757] lr: 1.000e-03, eta: 3 days, 9:22:10, time: 1.865, data_time: 0.011, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.3923, loss: 1.3923, grad_norm: 7.2811 2020-08-03 08:36:42,969 - mmaction - INFO - Epoch [60][3520/3757] lr: 1.000e-03, eta: 3 days, 9:21:39, time: 2.108, data_time: 0.010, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.3856, loss: 1.3856, grad_norm: 7.8249 2020-08-03 08:37:17,755 - mmaction - INFO - Epoch [60][3540/3757] lr: 1.000e-03, eta: 3 days, 9:20:50, time: 1.738, data_time: 0.004, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8602, loss_cls: 1.3731, loss: 1.3731, grad_norm: 7.4779 2020-08-03 08:38:01,538 - mmaction - INFO - Epoch [60][3560/3757] lr: 1.000e-03, eta: 3 days, 9:20:22, time: 2.188, data_time: 0.010, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.4760, loss: 1.4760, grad_norm: 7.5931 2020-08-03 08:38:35,638 - mmaction - INFO - Epoch [60][3580/3757] lr: 1.000e-03, eta: 3 days, 9:19:32, time: 1.708, data_time: 0.006, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4220, loss: 1.4220, grad_norm: 7.4604 2020-08-03 08:39:15,458 - mmaction - INFO - Epoch [60][3600/3757] lr: 1.000e-03, eta: 3 days, 9:18:55, time: 1.991, data_time: 0.031, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8555, loss_cls: 1.4416, loss: 1.4416, grad_norm: 7.4376 2020-08-03 08:39:53,040 - mmaction - INFO - Epoch [60][3620/3757] lr: 1.000e-03, eta: 3 days, 9:18:13, time: 1.878, data_time: 0.566, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.2891, loss: 1.2891, grad_norm: 7.1328 2020-08-03 08:40:33,142 - mmaction - INFO - Epoch [60][3640/3757] lr: 1.000e-03, eta: 3 days, 9:17:37, time: 2.006, data_time: 0.989, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8594, loss_cls: 1.3744, loss: 1.3744, grad_norm: 7.4278 2020-08-03 08:41:12,243 - mmaction - INFO - Epoch [60][3660/3757] lr: 1.000e-03, eta: 3 days, 9:16:59, time: 1.953, data_time: 1.371, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8656, loss_cls: 1.3587, loss: 1.3587, grad_norm: 7.3653 2020-08-03 08:41:55,724 - mmaction - INFO - Epoch [60][3680/3757] lr: 1.000e-03, eta: 3 days, 9:16:30, time: 2.174, data_time: 0.556, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4466, loss: 1.4466, grad_norm: 7.3778 2020-08-03 08:42:34,528 - mmaction - INFO - Epoch [60][3700/3757] lr: 1.000e-03, eta: 3 days, 9:15:51, time: 1.941, data_time: 0.017, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3623, loss: 1.3623, grad_norm: 7.0790 2020-08-03 08:43:12,144 - mmaction - INFO - Epoch [60][3720/3757] lr: 1.000e-03, eta: 3 days, 9:15:09, time: 1.875, data_time: 0.008, memory: 5166, top1_acc: 0.6414, top5_acc: 0.8453, loss_cls: 1.4457, loss: 1.4457, grad_norm: 7.5026 2020-08-03 08:43:50,241 - mmaction - INFO - Epoch [60][3740/3757] lr: 1.000e-03, eta: 3 days, 9:14:28, time: 1.902, data_time: 0.104, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.3981, loss: 1.3981, grad_norm: 7.4637 2020-08-03 08:44:17,661 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-08-03 08:45:13,630 - mmaction - INFO - Epoch [61][20/3757] lr: 1.000e-03, eta: 3 days, 9:12:34, time: 2.696, data_time: 0.813, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8469, loss_cls: 1.4725, loss: 1.4725, grad_norm: 7.9475 2020-08-03 08:45:53,031 - mmaction - INFO - Epoch [61][40/3757] lr: 1.000e-03, eta: 3 days, 9:11:56, time: 1.972, data_time: 0.017, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8594, loss_cls: 1.3867, loss: 1.3867, grad_norm: 7.4142 2020-08-03 08:46:31,090 - mmaction - INFO - Epoch [61][60/3757] lr: 1.000e-03, eta: 3 days, 9:11:15, time: 1.904, data_time: 0.134, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.3814, loss: 1.3814, grad_norm: 7.1104 2020-08-03 08:47:12,348 - mmaction - INFO - Epoch [61][80/3757] lr: 1.000e-03, eta: 3 days, 9:10:41, time: 2.060, data_time: 0.009, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8719, loss_cls: 1.2687, loss: 1.2687, grad_norm: 7.0341 2020-08-03 08:47:52,628 - mmaction - INFO - Epoch [61][100/3757] lr: 1.000e-03, eta: 3 days, 9:10:06, time: 2.018, data_time: 0.008, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3806, loss: 1.3806, grad_norm: 7.3275 2020-08-03 08:48:30,638 - mmaction - INFO - Epoch [61][120/3757] lr: 1.000e-03, eta: 3 days, 9:09:25, time: 1.899, data_time: 0.291, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.3866, loss: 1.3866, grad_norm: 7.5776 2020-08-03 08:49:13,347 - mmaction - INFO - Epoch [61][140/3757] lr: 1.000e-03, eta: 3 days, 9:08:55, time: 2.137, data_time: 0.752, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8602, loss_cls: 1.3725, loss: 1.3725, grad_norm: 7.4191 2020-08-03 08:49:54,624 - mmaction - INFO - Epoch [61][160/3757] lr: 1.000e-03, eta: 3 days, 9:08:21, time: 2.063, data_time: 0.006, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.3897, loss: 1.3897, grad_norm: 7.3565 2020-08-03 08:50:30,804 - mmaction - INFO - Epoch [61][180/3757] lr: 1.000e-03, eta: 3 days, 9:07:36, time: 1.806, data_time: 0.003, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3909, loss: 1.3909, grad_norm: 7.3845 2020-08-03 08:51:10,327 - mmaction - INFO - Epoch [61][200/3757] lr: 1.000e-03, eta: 3 days, 9:06:59, time: 1.976, data_time: 0.013, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8648, loss_cls: 1.3703, loss: 1.3703, grad_norm: 7.5002 2020-08-03 08:51:49,512 - mmaction - INFO - Epoch [61][220/3757] lr: 1.000e-03, eta: 3 days, 9:06:20, time: 1.964, data_time: 0.024, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8641, loss_cls: 1.3224, loss: 1.3224, grad_norm: 7.3898 2020-08-03 08:52:28,111 - mmaction - INFO - Epoch [61][240/3757] lr: 1.000e-03, eta: 3 days, 9:05:40, time: 1.921, data_time: 0.008, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8516, loss_cls: 1.3915, loss: 1.3915, grad_norm: 7.6199 2020-08-03 08:53:08,802 - mmaction - INFO - Epoch [61][260/3757] lr: 1.000e-03, eta: 3 days, 9:05:06, time: 2.041, data_time: 0.011, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.3333, loss: 1.3333, grad_norm: 7.3340 2020-08-03 08:53:47,402 - mmaction - INFO - Epoch [61][280/3757] lr: 1.000e-03, eta: 3 days, 9:04:26, time: 1.932, data_time: 0.010, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8422, loss_cls: 1.4257, loss: 1.4257, grad_norm: 7.3350 2020-08-03 08:54:24,429 - mmaction - INFO - Epoch [61][300/3757] lr: 1.000e-03, eta: 3 days, 9:03:43, time: 1.851, data_time: 0.002, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8617, loss_cls: 1.3749, loss: 1.3749, grad_norm: 7.5580 2020-08-03 08:55:03,825 - mmaction - INFO - Epoch [61][320/3757] lr: 1.000e-03, eta: 3 days, 9:03:05, time: 1.970, data_time: 0.011, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8477, loss_cls: 1.4120, loss: 1.4120, grad_norm: 7.4369 2020-08-03 08:55:43,400 - mmaction - INFO - Epoch [61][340/3757] lr: 1.000e-03, eta: 3 days, 9:02:28, time: 1.977, data_time: 0.003, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8758, loss_cls: 1.2915, loss: 1.2915, grad_norm: 7.4292 2020-08-03 08:56:19,118 - mmaction - INFO - Epoch [61][360/3757] lr: 1.000e-03, eta: 3 days, 9:01:41, time: 1.787, data_time: 0.005, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8664, loss_cls: 1.2933, loss: 1.2933, grad_norm: 7.2270 2020-08-03 08:57:00,364 - mmaction - INFO - Epoch [61][380/3757] lr: 1.000e-03, eta: 3 days, 9:01:08, time: 2.057, data_time: 0.065, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.4306, loss: 1.4306, grad_norm: 7.4796 2020-08-03 08:57:40,162 - mmaction - INFO - Epoch [61][400/3757] lr: 1.000e-03, eta: 3 days, 9:00:31, time: 1.996, data_time: 0.483, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8477, loss_cls: 1.4362, loss: 1.4362, grad_norm: 7.4912 2020-08-03 08:58:18,382 - mmaction - INFO - Epoch [61][420/3757] lr: 1.000e-03, eta: 3 days, 8:59:50, time: 1.903, data_time: 1.030, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8641, loss_cls: 1.3520, loss: 1.3520, grad_norm: 7.2626 2020-08-03 08:58:55,700 - mmaction - INFO - Epoch [61][440/3757] lr: 1.000e-03, eta: 3 days, 8:59:08, time: 1.875, data_time: 0.118, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.3692, loss: 1.3692, grad_norm: 7.3651 2020-08-03 08:59:35,096 - mmaction - INFO - Epoch [61][460/3757] lr: 1.000e-03, eta: 3 days, 8:58:30, time: 1.960, data_time: 1.116, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3810, loss: 1.3810, grad_norm: 7.3684 2020-08-03 09:00:15,659 - mmaction - INFO - Epoch [61][480/3757] lr: 1.000e-03, eta: 3 days, 8:57:55, time: 2.028, data_time: 0.218, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8672, loss_cls: 1.2981, loss: 1.2981, grad_norm: 7.2369 2020-08-03 09:00:52,478 - mmaction - INFO - Epoch [61][500/3757] lr: 1.000e-03, eta: 3 days, 8:57:11, time: 1.845, data_time: 0.120, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8578, loss_cls: 1.3743, loss: 1.3743, grad_norm: 7.4159 2020-08-03 09:01:30,867 - mmaction - INFO - Epoch [61][520/3757] lr: 1.000e-03, eta: 3 days, 8:56:31, time: 1.923, data_time: 0.010, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8531, loss_cls: 1.3918, loss: 1.3918, grad_norm: 7.4912 2020-08-03 09:02:10,271 - mmaction - INFO - Epoch [61][540/3757] lr: 1.000e-03, eta: 3 days, 8:55:53, time: 1.965, data_time: 0.011, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8625, loss_cls: 1.3618, loss: 1.3618, grad_norm: 7.3820 2020-08-03 09:02:52,008 - mmaction - INFO - Epoch [61][560/3757] lr: 1.000e-03, eta: 3 days, 8:55:21, time: 2.091, data_time: 0.011, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8766, loss_cls: 1.3361, loss: 1.3361, grad_norm: 7.3333 2020-08-03 09:03:32,120 - mmaction - INFO - Epoch [61][580/3757] lr: 1.000e-03, eta: 3 days, 8:54:45, time: 2.008, data_time: 0.008, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8422, loss_cls: 1.4751, loss: 1.4751, grad_norm: 7.8804 2020-08-03 09:04:11,520 - mmaction - INFO - Epoch [61][600/3757] lr: 1.000e-03, eta: 3 days, 8:54:07, time: 1.970, data_time: 0.003, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8672, loss_cls: 1.3210, loss: 1.3210, grad_norm: 7.2057 2020-08-03 09:04:47,558 - mmaction - INFO - Epoch [61][620/3757] lr: 1.000e-03, eta: 3 days, 8:53:21, time: 1.802, data_time: 0.011, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8539, loss_cls: 1.3754, loss: 1.3754, grad_norm: 7.2998 2020-08-03 09:05:23,493 - mmaction - INFO - Epoch [61][640/3757] lr: 1.000e-03, eta: 3 days, 8:52:35, time: 1.794, data_time: 0.144, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8539, loss_cls: 1.3961, loss: 1.3961, grad_norm: 7.2775 2020-08-03 09:06:03,090 - mmaction - INFO - Epoch [61][660/3757] lr: 1.000e-03, eta: 3 days, 8:51:58, time: 1.985, data_time: 0.453, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8492, loss_cls: 1.4248, loss: 1.4248, grad_norm: 7.5916 2020-08-03 09:06:42,256 - mmaction - INFO - Epoch [61][680/3757] lr: 1.000e-03, eta: 3 days, 8:51:20, time: 1.951, data_time: 0.231, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.4506, loss: 1.4506, grad_norm: 7.7560 2020-08-03 09:07:21,422 - mmaction - INFO - Epoch [61][700/3757] lr: 1.000e-03, eta: 3 days, 8:50:42, time: 1.965, data_time: 0.011, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8531, loss_cls: 1.3954, loss: 1.3954, grad_norm: 7.3929 2020-08-03 09:08:01,002 - mmaction - INFO - Epoch [61][720/3757] lr: 1.000e-03, eta: 3 days, 8:50:04, time: 1.979, data_time: 0.007, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8523, loss_cls: 1.4285, loss: 1.4285, grad_norm: 7.8168 2020-08-03 09:08:41,239 - mmaction - INFO - Epoch [61][740/3757] lr: 1.000e-03, eta: 3 days, 8:49:28, time: 2.012, data_time: 0.003, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8609, loss_cls: 1.3484, loss: 1.3484, grad_norm: 7.2649 2020-08-03 09:09:19,519 - mmaction - INFO - Epoch [61][760/3757] lr: 1.000e-03, eta: 3 days, 8:48:48, time: 1.906, data_time: 0.008, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3250, loss: 1.3250, grad_norm: 7.3747 2020-08-03 09:10:01,668 - mmaction - INFO - Epoch [61][780/3757] lr: 1.000e-03, eta: 3 days, 8:48:17, time: 2.113, data_time: 0.011, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3466, loss: 1.3466, grad_norm: 7.4637 2020-08-03 09:10:36,763 - mmaction - INFO - Epoch [61][800/3757] lr: 1.000e-03, eta: 3 days, 8:47:29, time: 1.752, data_time: 0.047, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.4814, loss: 1.4814, grad_norm: 7.5615 2020-08-03 09:11:16,303 - mmaction - INFO - Epoch [61][820/3757] lr: 1.000e-03, eta: 3 days, 8:46:51, time: 1.980, data_time: 0.164, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.2954, loss: 1.2954, grad_norm: 7.4813 2020-08-03 09:11:55,546 - mmaction - INFO - Epoch [61][840/3757] lr: 1.000e-03, eta: 3 days, 8:46:13, time: 1.957, data_time: 0.539, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8570, loss_cls: 1.3381, loss: 1.3381, grad_norm: 7.0788 2020-08-03 09:12:31,960 - mmaction - INFO - Epoch [61][860/3757] lr: 1.000e-03, eta: 3 days, 8:45:29, time: 1.827, data_time: 0.712, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8727, loss_cls: 1.3073, loss: 1.3073, grad_norm: 7.2226 2020-08-03 09:13:11,747 - mmaction - INFO - Epoch [61][880/3757] lr: 1.000e-03, eta: 3 days, 8:44:51, time: 1.983, data_time: 1.408, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8664, loss_cls: 1.3088, loss: 1.3088, grad_norm: 7.0860 2020-08-03 09:13:49,650 - mmaction - INFO - Epoch [61][900/3757] lr: 1.000e-03, eta: 3 days, 8:44:10, time: 1.897, data_time: 1.303, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8656, loss_cls: 1.3999, loss: 1.3999, grad_norm: 7.8818 2020-08-03 09:14:29,183 - mmaction - INFO - Epoch [61][920/3757] lr: 1.000e-03, eta: 3 days, 8:43:33, time: 1.983, data_time: 0.437, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8578, loss_cls: 1.3525, loss: 1.3525, grad_norm: 7.0521 2020-08-03 09:15:07,651 - mmaction - INFO - Epoch [61][940/3757] lr: 1.000e-03, eta: 3 days, 8:42:53, time: 1.921, data_time: 0.008, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3630, loss: 1.3630, grad_norm: 7.2953 2020-08-03 09:15:46,982 - mmaction - INFO - Epoch [61][960/3757] lr: 1.000e-03, eta: 3 days, 8:42:15, time: 1.968, data_time: 0.022, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8602, loss_cls: 1.3656, loss: 1.3656, grad_norm: 7.4033 2020-08-03 09:16:25,804 - mmaction - INFO - Epoch [61][980/3757] lr: 1.000e-03, eta: 3 days, 8:41:36, time: 1.941, data_time: 0.820, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8602, loss_cls: 1.3618, loss: 1.3618, grad_norm: 7.5188 2020-08-03 09:17:06,001 - mmaction - INFO - Epoch [61][1000/3757] lr: 1.000e-03, eta: 3 days, 8:41:00, time: 2.007, data_time: 1.126, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8680, loss_cls: 1.3069, loss: 1.3069, grad_norm: 7.4477 2020-08-03 09:17:42,799 - mmaction - INFO - Epoch [61][1020/3757] lr: 1.000e-03, eta: 3 days, 8:40:16, time: 1.844, data_time: 1.285, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2206, loss: 1.2206, grad_norm: 6.9169 2020-08-03 09:18:24,661 - mmaction - INFO - Epoch [61][1040/3757] lr: 1.000e-03, eta: 3 days, 8:39:44, time: 2.090, data_time: 1.062, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.4135, loss: 1.4135, grad_norm: 7.4972 2020-08-03 09:19:02,867 - mmaction - INFO - Epoch [61][1060/3757] lr: 1.000e-03, eta: 3 days, 8:39:03, time: 1.914, data_time: 0.821, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8664, loss_cls: 1.3478, loss: 1.3478, grad_norm: 7.2898 2020-08-03 09:19:42,476 - mmaction - INFO - Epoch [61][1080/3757] lr: 1.000e-03, eta: 3 days, 8:38:26, time: 1.971, data_time: 1.148, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8531, loss_cls: 1.4016, loss: 1.4016, grad_norm: 7.5571 2020-08-03 09:20:22,540 - mmaction - INFO - Epoch [61][1100/3757] lr: 1.000e-03, eta: 3 days, 8:37:50, time: 2.012, data_time: 0.199, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.4012, loss: 1.4012, grad_norm: 7.6072 2020-08-03 09:21:00,592 - mmaction - INFO - Epoch [61][1120/3757] lr: 1.000e-03, eta: 3 days, 8:37:09, time: 1.902, data_time: 0.301, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8625, loss_cls: 1.3169, loss: 1.3169, grad_norm: 7.3895 2020-08-03 09:21:39,382 - mmaction - INFO - Epoch [61][1140/3757] lr: 1.000e-03, eta: 3 days, 8:36:30, time: 1.940, data_time: 0.473, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.3080, loss: 1.3080, grad_norm: 7.1943 2020-08-03 09:22:21,185 - mmaction - INFO - Epoch [61][1160/3757] lr: 1.000e-03, eta: 3 days, 8:35:57, time: 2.083, data_time: 0.248, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3752, loss: 1.3752, grad_norm: 7.4525 2020-08-03 09:22:59,111 - mmaction - INFO - Epoch [61][1180/3757] lr: 1.000e-03, eta: 3 days, 8:35:16, time: 1.902, data_time: 0.009, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.4052, loss: 1.4052, grad_norm: 7.7608 2020-08-03 09:23:39,139 - mmaction - INFO - Epoch [61][1200/3757] lr: 1.000e-03, eta: 3 days, 8:34:40, time: 1.995, data_time: 0.009, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8586, loss_cls: 1.3852, loss: 1.3852, grad_norm: 7.3616 2020-08-03 09:24:13,074 - mmaction - INFO - Epoch [61][1220/3757] lr: 1.000e-03, eta: 3 days, 8:33:50, time: 1.703, data_time: 0.071, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8578, loss_cls: 1.3599, loss: 1.3599, grad_norm: 7.2187 2020-08-03 09:24:50,462 - mmaction - INFO - Epoch [61][1240/3757] lr: 1.000e-03, eta: 3 days, 8:33:07, time: 1.871, data_time: 0.059, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8773, loss_cls: 1.3067, loss: 1.3067, grad_norm: 7.4838 2020-08-03 09:25:33,720 - mmaction - INFO - Epoch [61][1260/3757] lr: 1.000e-03, eta: 3 days, 8:32:38, time: 2.162, data_time: 0.002, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8672, loss_cls: 1.2649, loss: 1.2649, grad_norm: 7.2769 2020-08-03 09:26:11,287 - mmaction - INFO - Epoch [61][1280/3757] lr: 1.000e-03, eta: 3 days, 8:31:56, time: 1.875, data_time: 0.002, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8586, loss_cls: 1.3730, loss: 1.3730, grad_norm: 7.4036 2020-08-03 09:26:47,063 - mmaction - INFO - Epoch [61][1300/3757] lr: 1.000e-03, eta: 3 days, 8:31:10, time: 1.783, data_time: 0.012, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8695, loss_cls: 1.3849, loss: 1.3849, grad_norm: 7.5173 2020-08-03 09:27:28,488 - mmaction - INFO - Epoch [61][1320/3757] lr: 1.000e-03, eta: 3 days, 8:30:37, time: 2.078, data_time: 0.012, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8539, loss_cls: 1.4010, loss: 1.4010, grad_norm: 7.7146 2020-08-03 09:28:08,041 - mmaction - INFO - Epoch [61][1340/3757] lr: 1.000e-03, eta: 3 days, 8:29:59, time: 1.980, data_time: 0.006, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8484, loss_cls: 1.3926, loss: 1.3926, grad_norm: 7.5307 2020-08-03 09:28:45,753 - mmaction - INFO - Epoch [61][1360/3757] lr: 1.000e-03, eta: 3 days, 8:29:18, time: 1.880, data_time: 0.041, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8570, loss_cls: 1.3520, loss: 1.3520, grad_norm: 7.2271 2020-08-03 09:29:29,712 - mmaction - INFO - Epoch [61][1380/3757] lr: 1.000e-03, eta: 3 days, 8:28:50, time: 2.203, data_time: 0.270, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8633, loss_cls: 1.3454, loss: 1.3454, grad_norm: 7.5926 2020-08-03 09:30:05,514 - mmaction - INFO - Epoch [61][1400/3757] lr: 1.000e-03, eta: 3 days, 8:28:04, time: 1.790, data_time: 0.331, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8609, loss_cls: 1.3453, loss: 1.3453, grad_norm: 7.5040 2020-08-03 09:30:46,536 - mmaction - INFO - Epoch [61][1420/3757] lr: 1.000e-03, eta: 3 days, 8:27:30, time: 2.050, data_time: 0.002, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3694, loss: 1.3694, grad_norm: 7.3517 2020-08-03 09:31:25,083 - mmaction - INFO - Epoch [61][1440/3757] lr: 1.000e-03, eta: 3 days, 8:26:51, time: 1.929, data_time: 0.133, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4596, loss: 1.4596, grad_norm: 7.5875 2020-08-03 09:32:04,335 - mmaction - INFO - Epoch [61][1460/3757] lr: 1.000e-03, eta: 3 days, 8:26:12, time: 1.957, data_time: 0.260, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8539, loss_cls: 1.3473, loss: 1.3473, grad_norm: 7.3205 2020-08-03 09:32:43,444 - mmaction - INFO - Epoch [61][1480/3757] lr: 1.000e-03, eta: 3 days, 8:25:34, time: 1.957, data_time: 0.165, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4235, loss: 1.4235, grad_norm: 7.7125 2020-08-03 09:33:21,198 - mmaction - INFO - Epoch [61][1500/3757] lr: 1.000e-03, eta: 3 days, 8:24:52, time: 1.884, data_time: 0.012, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8500, loss_cls: 1.3845, loss: 1.3845, grad_norm: 7.3285 2020-08-03 09:33:59,792 - mmaction - INFO - Epoch [61][1520/3757] lr: 1.000e-03, eta: 3 days, 8:24:13, time: 1.936, data_time: 0.012, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8633, loss_cls: 1.4072, loss: 1.4072, grad_norm: 7.8432 2020-08-03 09:34:40,353 - mmaction - INFO - Epoch [61][1540/3757] lr: 1.000e-03, eta: 3 days, 8:23:37, time: 2.025, data_time: 0.008, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.4051, loss: 1.4051, grad_norm: 7.4819 2020-08-03 09:35:20,988 - mmaction - INFO - Epoch [61][1560/3757] lr: 1.000e-03, eta: 3 days, 8:23:02, time: 2.026, data_time: 0.009, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8617, loss_cls: 1.3425, loss: 1.3425, grad_norm: 7.4466 2020-08-03 09:35:57,344 - mmaction - INFO - Epoch [61][1580/3757] lr: 1.000e-03, eta: 3 days, 8:22:18, time: 1.827, data_time: 0.064, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8555, loss_cls: 1.4223, loss: 1.4223, grad_norm: 7.5089 2020-08-03 09:36:36,322 - mmaction - INFO - Epoch [61][1600/3757] lr: 1.000e-03, eta: 3 days, 8:21:39, time: 1.948, data_time: 0.009, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8531, loss_cls: 1.3903, loss: 1.3903, grad_norm: 7.3530 2020-08-03 09:37:19,258 - mmaction - INFO - Epoch [61][1620/3757] lr: 1.000e-03, eta: 3 days, 8:21:09, time: 2.143, data_time: 0.134, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8602, loss_cls: 1.3651, loss: 1.3651, grad_norm: 7.3538 2020-08-03 09:38:00,977 - mmaction - INFO - Epoch [61][1640/3757] lr: 1.000e-03, eta: 3 days, 8:20:37, time: 2.090, data_time: 0.101, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4038, loss: 1.4038, grad_norm: 7.7014 2020-08-03 09:38:34,154 - mmaction - INFO - Epoch [61][1660/3757] lr: 1.000e-03, eta: 3 days, 8:19:45, time: 1.659, data_time: 0.186, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8531, loss_cls: 1.4057, loss: 1.4057, grad_norm: 7.4669 2020-08-03 09:39:13,115 - mmaction - INFO - Epoch [61][1680/3757] lr: 1.000e-03, eta: 3 days, 8:19:05, time: 1.937, data_time: 1.217, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8578, loss_cls: 1.3819, loss: 1.3819, grad_norm: 7.4913 2020-08-03 09:39:54,073 - mmaction - INFO - Epoch [61][1700/3757] lr: 1.000e-03, eta: 3 days, 8:18:32, time: 2.059, data_time: 1.169, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2738, loss: 1.2738, grad_norm: 7.1954 2020-08-03 09:40:35,200 - mmaction - INFO - Epoch [61][1720/3757] lr: 1.000e-03, eta: 3 days, 8:17:57, time: 2.050, data_time: 0.814, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3822, loss: 1.3822, grad_norm: 7.4231 2020-08-03 09:41:13,342 - mmaction - INFO - Epoch [61][1740/3757] lr: 1.000e-03, eta: 3 days, 8:17:17, time: 1.911, data_time: 0.270, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.4154, loss: 1.4154, grad_norm: 7.6446 2020-08-03 09:41:52,067 - mmaction - INFO - Epoch [61][1760/3757] lr: 1.000e-03, eta: 3 days, 8:16:37, time: 1.933, data_time: 0.977, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8602, loss_cls: 1.3725, loss: 1.3725, grad_norm: 7.6733 2020-08-03 09:42:30,639 - mmaction - INFO - Epoch [61][1780/3757] lr: 1.000e-03, eta: 3 days, 8:15:58, time: 1.932, data_time: 1.366, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8758, loss_cls: 1.3100, loss: 1.3100, grad_norm: 7.2670 2020-08-03 09:43:10,586 - mmaction - INFO - Epoch [61][1800/3757] lr: 1.000e-03, eta: 3 days, 8:15:21, time: 1.998, data_time: 1.266, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8492, loss_cls: 1.4508, loss: 1.4508, grad_norm: 7.5863 2020-08-03 09:43:48,073 - mmaction - INFO - Epoch [61][1820/3757] lr: 1.000e-03, eta: 3 days, 8:14:39, time: 1.873, data_time: 0.714, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3705, loss: 1.3705, grad_norm: 7.5666 2020-08-03 09:44:27,300 - mmaction - INFO - Epoch [61][1840/3757] lr: 1.000e-03, eta: 3 days, 8:14:01, time: 1.964, data_time: 0.624, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4326, loss: 1.4326, grad_norm: 7.5777 2020-08-03 09:45:06,374 - mmaction - INFO - Epoch [61][1860/3757] lr: 1.000e-03, eta: 3 days, 8:13:22, time: 1.954, data_time: 0.091, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8445, loss_cls: 1.4294, loss: 1.4294, grad_norm: 7.6585 2020-08-03 09:45:47,151 - mmaction - INFO - Epoch [61][1880/3757] lr: 1.000e-03, eta: 3 days, 8:12:48, time: 2.039, data_time: 0.843, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8570, loss_cls: 1.4109, loss: 1.4109, grad_norm: 7.6962 2020-08-03 09:46:27,313 - mmaction - INFO - Epoch [61][1900/3757] lr: 1.000e-03, eta: 3 days, 8:12:11, time: 2.003, data_time: 0.184, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8508, loss_cls: 1.4158, loss: 1.4158, grad_norm: 7.2568 2020-08-03 09:47:02,959 - mmaction - INFO - Epoch [61][1920/3757] lr: 1.000e-03, eta: 3 days, 8:11:25, time: 1.788, data_time: 0.013, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8406, loss_cls: 1.4883, loss: 1.4883, grad_norm: 7.7517 2020-08-03 09:47:46,003 - mmaction - INFO - Epoch [61][1940/3757] lr: 1.000e-03, eta: 3 days, 8:10:56, time: 2.149, data_time: 0.243, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8836, loss_cls: 1.2902, loss: 1.2902, grad_norm: 7.2783 2020-08-03 09:48:21,806 - mmaction - INFO - Epoch [61][1960/3757] lr: 1.000e-03, eta: 3 days, 8:10:10, time: 1.793, data_time: 0.123, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3819, loss: 1.3819, grad_norm: 7.4275 2020-08-03 09:49:03,094 - mmaction - INFO - Epoch [61][1980/3757] lr: 1.000e-03, eta: 3 days, 8:09:36, time: 2.058, data_time: 0.017, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.3389, loss: 1.3389, grad_norm: 7.4069 2020-08-03 09:49:42,844 - mmaction - INFO - Epoch [61][2000/3757] lr: 1.000e-03, eta: 3 days, 8:08:59, time: 1.993, data_time: 0.023, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8641, loss_cls: 1.3579, loss: 1.3579, grad_norm: 7.3791 2020-08-03 09:50:19,744 - mmaction - INFO - Epoch [61][2020/3757] lr: 1.000e-03, eta: 3 days, 8:08:15, time: 1.840, data_time: 0.149, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8781, loss_cls: 1.2873, loss: 1.2873, grad_norm: 7.4420 2020-08-03 09:50:53,746 - mmaction - INFO - Epoch [61][2040/3757] lr: 1.000e-03, eta: 3 days, 8:07:26, time: 1.706, data_time: 0.115, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4427, loss: 1.4427, grad_norm: 7.6692 2020-08-03 09:51:35,147 - mmaction - INFO - Epoch [61][2060/3757] lr: 1.000e-03, eta: 3 days, 8:06:52, time: 2.066, data_time: 0.311, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4226, loss: 1.4226, grad_norm: 7.5870 2020-08-03 09:52:09,449 - mmaction - INFO - Epoch [61][2080/3757] lr: 1.000e-03, eta: 3 days, 8:06:03, time: 1.720, data_time: 0.009, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8523, loss_cls: 1.3536, loss: 1.3536, grad_norm: 7.2693 2020-08-03 09:52:52,047 - mmaction - INFO - Epoch [61][2100/3757] lr: 1.000e-03, eta: 3 days, 8:05:32, time: 2.128, data_time: 0.003, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.4475, loss: 1.4475, grad_norm: 7.5972 2020-08-03 09:53:30,646 - mmaction - INFO - Epoch [61][2120/3757] lr: 1.000e-03, eta: 3 days, 8:04:53, time: 1.931, data_time: 0.037, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8547, loss_cls: 1.3475, loss: 1.3475, grad_norm: 7.2633 2020-08-03 09:54:11,625 - mmaction - INFO - Epoch [61][2140/3757] lr: 1.000e-03, eta: 3 days, 8:04:18, time: 2.049, data_time: 0.002, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8742, loss_cls: 1.3360, loss: 1.3360, grad_norm: 7.4450 2020-08-03 09:54:51,546 - mmaction - INFO - Epoch [61][2160/3757] lr: 1.000e-03, eta: 3 days, 8:03:42, time: 1.991, data_time: 0.007, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.3923, loss: 1.3923, grad_norm: 7.5924 2020-08-03 09:55:30,936 - mmaction - INFO - Epoch [61][2180/3757] lr: 1.000e-03, eta: 3 days, 8:03:04, time: 1.971, data_time: 0.011, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8609, loss_cls: 1.3980, loss: 1.3980, grad_norm: 7.4917 2020-08-03 09:56:08,460 - mmaction - INFO - Epoch [61][2200/3757] lr: 1.000e-03, eta: 3 days, 8:02:22, time: 1.881, data_time: 0.012, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8539, loss_cls: 1.3709, loss: 1.3709, grad_norm: 7.4080 2020-08-03 09:56:49,980 - mmaction - INFO - Epoch [61][2220/3757] lr: 1.000e-03, eta: 3 days, 8:01:49, time: 2.076, data_time: 0.008, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8555, loss_cls: 1.3867, loss: 1.3867, grad_norm: 7.7351 2020-08-03 09:57:28,589 - mmaction - INFO - Epoch [61][2240/3757] lr: 1.000e-03, eta: 3 days, 8:01:09, time: 1.929, data_time: 0.013, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8430, loss_cls: 1.4683, loss: 1.4683, grad_norm: 7.8417 2020-08-03 09:58:04,536 - mmaction - INFO - Epoch [61][2260/3757] lr: 1.000e-03, eta: 3 days, 8:00:23, time: 1.792, data_time: 0.010, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4362, loss: 1.4362, grad_norm: 7.7208 2020-08-03 09:58:43,812 - mmaction - INFO - Epoch [61][2280/3757] lr: 1.000e-03, eta: 3 days, 7:59:45, time: 1.969, data_time: 0.010, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8477, loss_cls: 1.4019, loss: 1.4019, grad_norm: 7.3312 2020-08-03 09:59:22,992 - mmaction - INFO - Epoch [61][2300/3757] lr: 1.000e-03, eta: 3 days, 7:59:07, time: 1.960, data_time: 0.008, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8734, loss_cls: 1.2911, loss: 1.2911, grad_norm: 7.3992 2020-08-03 10:00:00,009 - mmaction - INFO - Epoch [61][2320/3757] lr: 1.000e-03, eta: 3 days, 7:58:24, time: 1.851, data_time: 0.005, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8625, loss_cls: 1.3082, loss: 1.3082, grad_norm: 7.3197 2020-08-03 10:00:39,250 - mmaction - INFO - Epoch [61][2340/3757] lr: 1.000e-03, eta: 3 days, 7:57:45, time: 1.948, data_time: 0.522, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.3888, loss: 1.3888, grad_norm: 7.4131 2020-08-03 10:01:16,191 - mmaction - INFO - Epoch [61][2360/3757] lr: 1.000e-03, eta: 3 days, 7:57:02, time: 1.859, data_time: 1.065, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.3654, loss: 1.3654, grad_norm: 7.4740 2020-08-03 10:01:55,298 - mmaction - INFO - Epoch [61][2380/3757] lr: 1.000e-03, eta: 3 days, 7:56:24, time: 1.951, data_time: 0.947, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8445, loss_cls: 1.4095, loss: 1.4095, grad_norm: 7.3382 2020-08-03 10:02:37,188 - mmaction - INFO - Epoch [61][2400/3757] lr: 1.000e-03, eta: 3 days, 7:55:52, time: 2.098, data_time: 1.513, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.3880, loss: 1.3880, grad_norm: 7.5449 2020-08-03 10:03:12,994 - mmaction - INFO - Epoch [61][2420/3757] lr: 1.000e-03, eta: 3 days, 7:55:06, time: 1.791, data_time: 0.844, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8648, loss_cls: 1.3675, loss: 1.3675, grad_norm: 7.6362 2020-08-03 10:03:51,743 - mmaction - INFO - Epoch [61][2440/3757] lr: 1.000e-03, eta: 3 days, 7:54:26, time: 1.931, data_time: 0.009, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.4892, loss: 1.4892, grad_norm: 7.6166 2020-08-03 10:04:32,639 - mmaction - INFO - Epoch [61][2460/3757] lr: 1.000e-03, eta: 3 days, 7:53:52, time: 2.052, data_time: 0.137, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8641, loss_cls: 1.3231, loss: 1.3231, grad_norm: 7.3121 2020-08-03 10:05:14,417 - mmaction - INFO - Epoch [61][2480/3757] lr: 1.000e-03, eta: 3 days, 7:53:19, time: 2.084, data_time: 0.009, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8625, loss_cls: 1.2923, loss: 1.2923, grad_norm: 7.2198 2020-08-03 10:05:52,826 - mmaction - INFO - Epoch [61][2500/3757] lr: 1.000e-03, eta: 3 days, 7:52:39, time: 1.919, data_time: 0.010, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8578, loss_cls: 1.4132, loss: 1.4132, grad_norm: 7.7840 2020-08-03 10:06:33,438 - mmaction - INFO - Epoch [61][2520/3757] lr: 1.000e-03, eta: 3 days, 7:52:04, time: 2.033, data_time: 0.017, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.3089, loss: 1.3089, grad_norm: 7.2556 2020-08-03 10:07:14,418 - mmaction - INFO - Epoch [61][2540/3757] lr: 1.000e-03, eta: 3 days, 7:51:30, time: 2.047, data_time: 0.012, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.3971, loss: 1.3971, grad_norm: 7.4705 2020-08-03 10:07:48,786 - mmaction - INFO - Epoch [61][2560/3757] lr: 1.000e-03, eta: 3 days, 7:50:41, time: 1.725, data_time: 0.010, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8555, loss_cls: 1.3842, loss: 1.3842, grad_norm: 7.4996 2020-08-03 10:08:29,483 - mmaction - INFO - Epoch [61][2580/3757] lr: 1.000e-03, eta: 3 days, 7:50:06, time: 2.032, data_time: 0.032, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.3581, loss: 1.3581, grad_norm: 7.6414 2020-08-03 10:09:10,758 - mmaction - INFO - Epoch [61][2600/3757] lr: 1.000e-03, eta: 3 days, 7:49:32, time: 2.065, data_time: 0.008, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8477, loss_cls: 1.3848, loss: 1.3848, grad_norm: 7.5093 2020-08-03 10:09:47,945 - mmaction - INFO - Epoch [61][2620/3757] lr: 1.000e-03, eta: 3 days, 7:48:49, time: 1.858, data_time: 0.009, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8438, loss_cls: 1.4213, loss: 1.4213, grad_norm: 7.4413 2020-08-03 10:10:27,743 - mmaction - INFO - Epoch [61][2640/3757] lr: 1.000e-03, eta: 3 days, 7:48:12, time: 1.989, data_time: 0.010, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.3748, loss: 1.3748, grad_norm: 7.4820 2020-08-03 10:11:05,066 - mmaction - INFO - Epoch [61][2660/3757] lr: 1.000e-03, eta: 3 days, 7:47:30, time: 1.864, data_time: 0.009, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8578, loss_cls: 1.3923, loss: 1.3923, grad_norm: 7.4979 2020-08-03 10:11:45,931 - mmaction - INFO - Epoch [61][2680/3757] lr: 1.000e-03, eta: 3 days, 7:46:55, time: 2.046, data_time: 0.243, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8648, loss_cls: 1.3920, loss: 1.3920, grad_norm: 7.6223 2020-08-03 10:12:23,596 - mmaction - INFO - Epoch [61][2700/3757] lr: 1.000e-03, eta: 3 days, 7:46:14, time: 1.887, data_time: 0.410, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.3872, loss: 1.3872, grad_norm: 7.3644 2020-08-03 10:13:00,475 - mmaction - INFO - Epoch [61][2720/3757] lr: 1.000e-03, eta: 3 days, 7:45:30, time: 1.837, data_time: 0.026, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.3631, loss: 1.3631, grad_norm: 7.6148 2020-08-03 10:13:42,335 - mmaction - INFO - Epoch [61][2740/3757] lr: 1.000e-03, eta: 3 days, 7:44:58, time: 2.094, data_time: 0.010, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8625, loss_cls: 1.3452, loss: 1.3452, grad_norm: 7.3120 2020-08-03 10:14:22,657 - mmaction - INFO - Epoch [61][2760/3757] lr: 1.000e-03, eta: 3 days, 7:44:22, time: 2.023, data_time: 0.010, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8477, loss_cls: 1.4518, loss: 1.4518, grad_norm: 7.5907 2020-08-03 10:14:56,531 - mmaction - INFO - Epoch [61][2780/3757] lr: 1.000e-03, eta: 3 days, 7:43:32, time: 1.692, data_time: 0.319, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8570, loss_cls: 1.3528, loss: 1.3528, grad_norm: 7.2403 2020-08-03 10:15:35,632 - mmaction - INFO - Epoch [61][2800/3757] lr: 1.000e-03, eta: 3 days, 7:42:53, time: 1.948, data_time: 0.110, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.2920, loss: 1.2920, grad_norm: 7.3207 2020-08-03 10:16:13,270 - mmaction - INFO - Epoch [61][2820/3757] lr: 1.000e-03, eta: 3 days, 7:42:12, time: 1.890, data_time: 0.011, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8703, loss_cls: 1.3278, loss: 1.3278, grad_norm: 7.5265 2020-08-03 10:16:53,485 - mmaction - INFO - Epoch [61][2840/3757] lr: 1.000e-03, eta: 3 days, 7:41:35, time: 2.002, data_time: 0.008, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8617, loss_cls: 1.3715, loss: 1.3715, grad_norm: 7.7479 2020-08-03 10:17:33,238 - mmaction - INFO - Epoch [61][2860/3757] lr: 1.000e-03, eta: 3 days, 7:40:59, time: 1.996, data_time: 0.011, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3526, loss: 1.3526, grad_norm: 7.2846 2020-08-03 10:18:10,639 - mmaction - INFO - Epoch [61][2880/3757] lr: 1.000e-03, eta: 3 days, 7:40:16, time: 1.862, data_time: 0.008, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.3094, loss: 1.3094, grad_norm: 7.3321 2020-08-03 10:18:50,553 - mmaction - INFO - Epoch [61][2900/3757] lr: 1.000e-03, eta: 3 days, 7:39:40, time: 2.003, data_time: 0.021, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8711, loss_cls: 1.3041, loss: 1.3041, grad_norm: 7.4056 2020-08-03 10:19:26,293 - mmaction - INFO - Epoch [61][2920/3757] lr: 1.000e-03, eta: 3 days, 7:38:53, time: 1.778, data_time: 0.010, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.4266, loss: 1.4266, grad_norm: 7.7831 2020-08-03 10:20:06,708 - mmaction - INFO - Epoch [61][2940/3757] lr: 1.000e-03, eta: 3 days, 7:38:18, time: 2.031, data_time: 0.013, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8531, loss_cls: 1.3655, loss: 1.3655, grad_norm: 7.1995 2020-08-03 10:20:46,203 - mmaction - INFO - Epoch [61][2960/3757] lr: 1.000e-03, eta: 3 days, 7:37:41, time: 1.974, data_time: 0.008, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2474, loss: 1.2474, grad_norm: 7.2553 2020-08-03 10:21:25,987 - mmaction - INFO - Epoch [61][2980/3757] lr: 1.000e-03, eta: 3 days, 7:37:03, time: 1.983, data_time: 0.015, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8500, loss_cls: 1.3832, loss: 1.3832, grad_norm: 7.2742 2020-08-03 10:22:07,351 - mmaction - INFO - Epoch [61][3000/3757] lr: 1.000e-03, eta: 3 days, 7:36:30, time: 2.075, data_time: 0.067, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4621, loss: 1.4621, grad_norm: 7.8023 2020-08-03 10:22:44,002 - mmaction - INFO - Epoch [61][3020/3757] lr: 1.000e-03, eta: 3 days, 7:35:46, time: 1.823, data_time: 0.512, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8453, loss_cls: 1.3746, loss: 1.3746, grad_norm: 7.3088 2020-08-03 10:23:24,511 - mmaction - INFO - Epoch [61][3040/3757] lr: 1.000e-03, eta: 3 days, 7:35:11, time: 2.035, data_time: 0.349, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8516, loss_cls: 1.4357, loss: 1.4357, grad_norm: 7.5764 2020-08-03 10:24:02,715 - mmaction - INFO - Epoch [61][3060/3757] lr: 1.000e-03, eta: 3 days, 7:34:30, time: 1.910, data_time: 0.060, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8586, loss_cls: 1.3657, loss: 1.3657, grad_norm: 7.4912 2020-08-03 10:24:42,923 - mmaction - INFO - Epoch [61][3080/3757] lr: 1.000e-03, eta: 3 days, 7:33:54, time: 2.009, data_time: 0.009, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8641, loss_cls: 1.3916, loss: 1.3916, grad_norm: 7.5853 2020-08-03 10:25:22,160 - mmaction - INFO - Epoch [61][3100/3757] lr: 1.000e-03, eta: 3 days, 7:33:16, time: 1.960, data_time: 0.009, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4348, loss: 1.4348, grad_norm: 7.6148 2020-08-03 10:26:01,160 - mmaction - INFO - Epoch [61][3120/3757] lr: 1.000e-03, eta: 3 days, 7:32:37, time: 1.952, data_time: 0.395, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8742, loss_cls: 1.3516, loss: 1.3516, grad_norm: 7.5111 2020-08-03 10:26:38,763 - mmaction - INFO - Epoch [61][3140/3757] lr: 1.000e-03, eta: 3 days, 7:31:55, time: 1.871, data_time: 1.216, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8539, loss_cls: 1.3214, loss: 1.3214, grad_norm: 7.2179 2020-08-03 10:27:16,670 - mmaction - INFO - Epoch [61][3160/3757] lr: 1.000e-03, eta: 3 days, 7:31:14, time: 1.902, data_time: 1.291, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.3354, loss: 1.3354, grad_norm: 7.5909 2020-08-03 10:27:56,308 - mmaction - INFO - Epoch [61][3180/3757] lr: 1.000e-03, eta: 3 days, 7:30:37, time: 1.979, data_time: 1.265, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8391, loss_cls: 1.4714, loss: 1.4714, grad_norm: 7.6070 2020-08-03 10:28:37,840 - mmaction - INFO - Epoch [61][3200/3757] lr: 1.000e-03, eta: 3 days, 7:30:04, time: 2.081, data_time: 1.013, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8805, loss_cls: 1.3005, loss: 1.3005, grad_norm: 7.4924 2020-08-03 10:29:14,541 - mmaction - INFO - Epoch [61][3220/3757] lr: 1.000e-03, eta: 3 days, 7:29:20, time: 1.833, data_time: 0.506, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8539, loss_cls: 1.4566, loss: 1.4566, grad_norm: 7.9545 2020-08-03 10:29:49,445 - mmaction - INFO - Epoch [61][3240/3757] lr: 1.000e-03, eta: 3 days, 7:28:32, time: 1.749, data_time: 0.354, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8523, loss_cls: 1.3952, loss: 1.3952, grad_norm: 7.5314 2020-08-03 10:30:29,864 - mmaction - INFO - Epoch [61][3260/3757] lr: 1.000e-03, eta: 3 days, 7:27:56, time: 2.016, data_time: 0.012, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8656, loss_cls: 1.3931, loss: 1.3931, grad_norm: 7.6679 2020-08-03 10:31:06,897 - mmaction - INFO - Epoch [61][3280/3757] lr: 1.000e-03, eta: 3 days, 7:27:14, time: 1.856, data_time: 0.009, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4457, loss: 1.4457, grad_norm: 7.6701 2020-08-03 10:31:47,014 - mmaction - INFO - Epoch [61][3300/3757] lr: 1.000e-03, eta: 3 days, 7:26:37, time: 2.000, data_time: 0.009, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8477, loss_cls: 1.4371, loss: 1.4371, grad_norm: 7.6774 2020-08-03 10:32:26,155 - mmaction - INFO - Epoch [61][3320/3757] lr: 1.000e-03, eta: 3 days, 7:25:59, time: 1.959, data_time: 0.009, memory: 5166, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.4540, loss: 1.4540, grad_norm: 7.6723 2020-08-03 10:33:06,930 - mmaction - INFO - Epoch [61][3340/3757] lr: 1.000e-03, eta: 3 days, 7:25:24, time: 2.041, data_time: 0.010, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8672, loss_cls: 1.3378, loss: 1.3378, grad_norm: 7.3375 2020-08-03 10:33:47,409 - mmaction - INFO - Epoch [61][3360/3757] lr: 1.000e-03, eta: 3 days, 7:24:48, time: 2.023, data_time: 0.008, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3348, loss: 1.3348, grad_norm: 7.3865 2020-08-03 10:34:23,327 - mmaction - INFO - Epoch [61][3380/3757] lr: 1.000e-03, eta: 3 days, 7:24:03, time: 1.799, data_time: 0.248, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8578, loss_cls: 1.3807, loss: 1.3807, grad_norm: 7.7647 2020-08-03 10:35:01,653 - mmaction - INFO - Epoch [61][3400/3757] lr: 1.000e-03, eta: 3 days, 7:23:23, time: 1.916, data_time: 0.355, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8523, loss_cls: 1.3830, loss: 1.3830, grad_norm: 7.5197 2020-08-03 10:35:41,754 - mmaction - INFO - Epoch [61][3420/3757] lr: 1.000e-03, eta: 3 days, 7:22:46, time: 2.004, data_time: 0.003, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8492, loss_cls: 1.3649, loss: 1.3649, grad_norm: 7.3332 2020-08-03 10:36:22,185 - mmaction - INFO - Epoch [61][3440/3757] lr: 1.000e-03, eta: 3 days, 7:22:10, time: 2.012, data_time: 0.008, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3613, loss: 1.3613, grad_norm: 7.4269 2020-08-03 10:37:03,096 - mmaction - INFO - Epoch [61][3460/3757] lr: 1.000e-03, eta: 3 days, 7:21:36, time: 2.056, data_time: 0.017, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8477, loss_cls: 1.4513, loss: 1.4513, grad_norm: 7.7352 2020-08-03 10:37:44,016 - mmaction - INFO - Epoch [61][3480/3757] lr: 1.000e-03, eta: 3 days, 7:21:02, time: 2.045, data_time: 0.008, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.3198, loss: 1.3198, grad_norm: 7.5264 2020-08-03 10:38:20,851 - mmaction - INFO - Epoch [61][3500/3757] lr: 1.000e-03, eta: 3 days, 7:20:18, time: 1.844, data_time: 0.009, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8523, loss_cls: 1.4282, loss: 1.4282, grad_norm: 7.6451 2020-08-03 10:38:58,902 - mmaction - INFO - Epoch [61][3520/3757] lr: 1.000e-03, eta: 3 days, 7:19:37, time: 1.898, data_time: 0.008, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8680, loss_cls: 1.3536, loss: 1.3536, grad_norm: 7.6818 2020-08-03 10:39:43,307 - mmaction - INFO - Epoch [61][3540/3757] lr: 1.000e-03, eta: 3 days, 7:19:10, time: 2.218, data_time: 0.009, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.4617, loss: 1.4617, grad_norm: 7.7453 2020-08-03 10:40:19,008 - mmaction - INFO - Epoch [61][3560/3757] lr: 1.000e-03, eta: 3 days, 7:18:24, time: 1.783, data_time: 0.014, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8523, loss_cls: 1.3726, loss: 1.3726, grad_norm: 7.3903 2020-08-03 10:40:59,738 - mmaction - INFO - Epoch [61][3580/3757] lr: 1.000e-03, eta: 3 days, 7:17:50, time: 2.042, data_time: 0.025, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.3183, loss: 1.3183, grad_norm: 7.4181 2020-08-03 10:41:39,228 - mmaction - INFO - Epoch [61][3600/3757] lr: 1.000e-03, eta: 3 days, 7:17:12, time: 1.977, data_time: 0.011, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.4317, loss: 1.4317, grad_norm: 7.5993 2020-08-03 10:42:21,644 - mmaction - INFO - Epoch [61][3620/3757] lr: 1.000e-03, eta: 3 days, 7:16:41, time: 2.120, data_time: 0.008, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.3871, loss: 1.3871, grad_norm: 7.5024 2020-08-03 10:42:53,448 - mmaction - INFO - Epoch [61][3640/3757] lr: 1.000e-03, eta: 3 days, 7:15:46, time: 1.588, data_time: 0.010, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8672, loss_cls: 1.2813, loss: 1.2813, grad_norm: 7.2375 2020-08-03 10:43:33,799 - mmaction - INFO - Epoch [61][3660/3757] lr: 1.000e-03, eta: 3 days, 7:15:10, time: 2.020, data_time: 0.238, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.3831, loss: 1.3831, grad_norm: 7.5645 2020-08-03 10:44:12,566 - mmaction - INFO - Epoch [61][3680/3757] lr: 1.000e-03, eta: 3 days, 7:14:31, time: 1.938, data_time: 0.002, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3758, loss: 1.3758, grad_norm: 7.4248 2020-08-03 10:44:52,567 - mmaction - INFO - Epoch [61][3700/3757] lr: 1.000e-03, eta: 3 days, 7:13:54, time: 1.991, data_time: 0.013, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8461, loss_cls: 1.3928, loss: 1.3928, grad_norm: 7.4503 2020-08-03 10:45:30,960 - mmaction - INFO - Epoch [61][3720/3757] lr: 1.000e-03, eta: 3 days, 7:13:14, time: 1.922, data_time: 0.011, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8523, loss_cls: 1.3636, loss: 1.3636, grad_norm: 7.5700 2020-08-03 10:46:10,230 - mmaction - INFO - Epoch [61][3740/3757] lr: 1.000e-03, eta: 3 days, 7:12:36, time: 1.967, data_time: 0.010, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8719, loss_cls: 1.3290, loss: 1.3290, grad_norm: 7.5573 2020-08-03 10:46:35,866 - mmaction - INFO - Saving checkpoint at 61 epochs 2020-08-03 10:47:30,611 - mmaction - INFO - Epoch [62][20/3757] lr: 1.000e-03, eta: 3 days, 7:10:45, time: 2.695, data_time: 0.752, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.4020, loss: 1.4020, grad_norm: 7.6507 2020-08-03 10:48:10,667 - mmaction - INFO - Epoch [62][40/3757] lr: 1.000e-03, eta: 3 days, 7:10:09, time: 2.005, data_time: 0.009, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8680, loss_cls: 1.2410, loss: 1.2410, grad_norm: 7.1953 2020-08-03 10:48:49,775 - mmaction - INFO - Epoch [62][60/3757] lr: 1.000e-03, eta: 3 days, 7:09:30, time: 1.956, data_time: 0.003, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8562, loss_cls: 1.4400, loss: 1.4400, grad_norm: 7.7022 2020-08-03 10:49:29,487 - mmaction - INFO - Epoch [62][80/3757] lr: 1.000e-03, eta: 3 days, 7:08:53, time: 1.984, data_time: 0.441, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2852, loss: 1.2852, grad_norm: 7.2749 2020-08-03 10:50:08,704 - mmaction - INFO - Epoch [62][100/3757] lr: 1.000e-03, eta: 3 days, 7:08:15, time: 1.957, data_time: 0.604, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.3256, loss: 1.3256, grad_norm: 7.3350 2020-08-03 10:50:46,385 - mmaction - INFO - Epoch [62][120/3757] lr: 1.000e-03, eta: 3 days, 7:07:33, time: 1.887, data_time: 0.133, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3576, loss: 1.3576, grad_norm: 7.4681 2020-08-03 10:51:30,546 - mmaction - INFO - Epoch [62][140/3757] lr: 1.000e-03, eta: 3 days, 7:07:06, time: 2.208, data_time: 0.005, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3513, loss: 1.3513, grad_norm: 7.6503 2020-08-03 10:52:05,725 - mmaction - INFO - Epoch [62][160/3757] lr: 1.000e-03, eta: 3 days, 7:06:19, time: 1.759, data_time: 0.009, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8328, loss_cls: 1.4707, loss: 1.4707, grad_norm: 7.5236 2020-08-03 10:52:45,373 - mmaction - INFO - Epoch [62][180/3757] lr: 1.000e-03, eta: 3 days, 7:05:41, time: 1.982, data_time: 0.644, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.4238, loss: 1.4238, grad_norm: 7.7882 2020-08-03 10:53:24,362 - mmaction - INFO - Epoch [62][200/3757] lr: 1.000e-03, eta: 3 days, 7:05:03, time: 1.950, data_time: 0.814, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8562, loss_cls: 1.3941, loss: 1.3941, grad_norm: 7.7982 2020-08-03 10:54:04,563 - mmaction - INFO - Epoch [62][220/3757] lr: 1.000e-03, eta: 3 days, 7:04:26, time: 2.008, data_time: 0.513, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8391, loss_cls: 1.4224, loss: 1.4224, grad_norm: 7.4221 2020-08-03 10:54:43,489 - mmaction - INFO - Epoch [62][240/3757] lr: 1.000e-03, eta: 3 days, 7:03:47, time: 1.947, data_time: 1.351, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.3185, loss: 1.3185, grad_norm: 7.4783 2020-08-03 10:55:21,245 - mmaction - INFO - Epoch [62][260/3757] lr: 1.000e-03, eta: 3 days, 7:03:06, time: 1.882, data_time: 0.058, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.3596, loss: 1.3596, grad_norm: 7.5453 2020-08-03 10:56:01,945 - mmaction - INFO - Epoch [62][280/3757] lr: 1.000e-03, eta: 3 days, 7:02:31, time: 2.041, data_time: 0.075, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8734, loss_cls: 1.2709, loss: 1.2709, grad_norm: 7.1821 2020-08-03 10:56:39,644 - mmaction - INFO - Epoch [62][300/3757] lr: 1.000e-03, eta: 3 days, 7:01:49, time: 1.886, data_time: 0.014, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8781, loss_cls: 1.2833, loss: 1.2833, grad_norm: 7.4605 2020-08-03 10:57:19,447 - mmaction - INFO - Epoch [62][320/3757] lr: 1.000e-03, eta: 3 days, 7:01:12, time: 1.988, data_time: 0.005, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4130, loss: 1.4130, grad_norm: 7.8059 2020-08-03 10:57:57,276 - mmaction - INFO - Epoch [62][340/3757] lr: 1.000e-03, eta: 3 days, 7:00:31, time: 1.894, data_time: 0.011, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8703, loss_cls: 1.3049, loss: 1.3049, grad_norm: 7.5974 2020-08-03 10:58:36,192 - mmaction - INFO - Epoch [62][360/3757] lr: 1.000e-03, eta: 3 days, 6:59:52, time: 1.945, data_time: 0.083, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8609, loss_cls: 1.4056, loss: 1.4056, grad_norm: 7.5866 2020-08-03 10:59:14,774 - mmaction - INFO - Epoch [62][380/3757] lr: 1.000e-03, eta: 3 days, 6:59:12, time: 1.921, data_time: 0.633, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3622, loss: 1.3622, grad_norm: 7.3390 2020-08-03 10:59:53,733 - mmaction - INFO - Epoch [62][400/3757] lr: 1.000e-03, eta: 3 days, 6:58:34, time: 1.956, data_time: 0.048, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.3380, loss: 1.3380, grad_norm: 7.5703 2020-08-03 11:00:36,947 - mmaction - INFO - Epoch [62][420/3757] lr: 1.000e-03, eta: 3 days, 6:58:03, time: 2.144, data_time: 0.505, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8648, loss_cls: 1.3451, loss: 1.3451, grad_norm: 7.4411 2020-08-03 11:01:12,861 - mmaction - INFO - Epoch [62][440/3757] lr: 1.000e-03, eta: 3 days, 6:57:19, time: 1.812, data_time: 1.145, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8586, loss_cls: 1.3917, loss: 1.3917, grad_norm: 7.6068 2020-08-03 11:01:52,714 - mmaction - INFO - Epoch [62][460/3757] lr: 1.000e-03, eta: 3 days, 6:56:42, time: 1.990, data_time: 0.650, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8766, loss_cls: 1.2575, loss: 1.2575, grad_norm: 7.4108 2020-08-03 11:02:31,824 - mmaction - INFO - Epoch [62][480/3757] lr: 1.000e-03, eta: 3 days, 6:56:03, time: 1.957, data_time: 0.032, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8648, loss_cls: 1.3503, loss: 1.3503, grad_norm: 7.5157 2020-08-03 11:03:10,613 - mmaction - INFO - Epoch [62][500/3757] lr: 1.000e-03, eta: 3 days, 6:55:24, time: 1.940, data_time: 0.551, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8523, loss_cls: 1.4494, loss: 1.4494, grad_norm: 7.8306 2020-08-03 11:03:47,763 - mmaction - INFO - Epoch [62][520/3757] lr: 1.000e-03, eta: 3 days, 6:54:41, time: 1.856, data_time: 0.385, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8562, loss_cls: 1.3379, loss: 1.3379, grad_norm: 7.3949 2020-08-03 11:04:26,164 - mmaction - INFO - Epoch [62][540/3757] lr: 1.000e-03, eta: 3 days, 6:54:02, time: 1.924, data_time: 0.320, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8656, loss_cls: 1.3188, loss: 1.3188, grad_norm: 7.6504 2020-08-03 11:05:08,303 - mmaction - INFO - Epoch [62][560/3757] lr: 1.000e-03, eta: 3 days, 6:53:30, time: 2.106, data_time: 0.509, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.4759, loss: 1.4759, grad_norm: 7.5132 2020-08-03 11:05:45,754 - mmaction - INFO - Epoch [62][580/3757] lr: 1.000e-03, eta: 3 days, 6:52:47, time: 1.871, data_time: 0.372, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8562, loss_cls: 1.3991, loss: 1.3991, grad_norm: 7.7640 2020-08-03 11:06:24,837 - mmaction - INFO - Epoch [62][600/3757] lr: 1.000e-03, eta: 3 days, 6:52:09, time: 1.952, data_time: 0.010, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3642, loss: 1.3642, grad_norm: 7.6017 2020-08-03 11:07:04,812 - mmaction - INFO - Epoch [62][620/3757] lr: 1.000e-03, eta: 3 days, 6:51:32, time: 2.003, data_time: 0.009, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8578, loss_cls: 1.3409, loss: 1.3409, grad_norm: 7.6136 2020-08-03 11:07:44,516 - mmaction - INFO - Epoch [62][640/3757] lr: 1.000e-03, eta: 3 days, 6:50:55, time: 1.980, data_time: 0.007, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8648, loss_cls: 1.3536, loss: 1.3536, grad_norm: 7.3731 2020-08-03 11:08:22,817 - mmaction - INFO - Epoch [62][660/3757] lr: 1.000e-03, eta: 3 days, 6:50:15, time: 1.916, data_time: 0.010, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8664, loss_cls: 1.2895, loss: 1.2895, grad_norm: 7.4341 2020-08-03 11:09:05,293 - mmaction - INFO - Epoch [62][680/3757] lr: 1.000e-03, eta: 3 days, 6:49:44, time: 2.128, data_time: 0.006, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.3798, loss: 1.3798, grad_norm: 7.4287 2020-08-03 11:09:43,946 - mmaction - INFO - Epoch [62][700/3757] lr: 1.000e-03, eta: 3 days, 6:49:04, time: 1.920, data_time: 0.064, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8477, loss_cls: 1.4548, loss: 1.4548, grad_norm: 7.5791 2020-08-03 11:10:20,785 - mmaction - INFO - Epoch [62][720/3757] lr: 1.000e-03, eta: 3 days, 6:48:21, time: 1.854, data_time: 0.048, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8586, loss_cls: 1.3532, loss: 1.3532, grad_norm: 7.4326 2020-08-03 11:10:57,833 - mmaction - INFO - Epoch [62][740/3757] lr: 1.000e-03, eta: 3 days, 6:47:38, time: 1.853, data_time: 0.019, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8570, loss_cls: 1.3158, loss: 1.3158, grad_norm: 7.1892 2020-08-03 11:11:38,518 - mmaction - INFO - Epoch [62][760/3757] lr: 1.000e-03, eta: 3 days, 6:47:03, time: 2.032, data_time: 0.002, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4185, loss: 1.4185, grad_norm: 7.6734 2020-08-03 11:12:20,563 - mmaction - INFO - Epoch [62][780/3757] lr: 1.000e-03, eta: 3 days, 6:46:30, time: 2.099, data_time: 0.005, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3207, loss: 1.3207, grad_norm: 7.5366 2020-08-03 11:12:58,423 - mmaction - INFO - Epoch [62][800/3757] lr: 1.000e-03, eta: 3 days, 6:45:49, time: 1.898, data_time: 0.009, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2539, loss: 1.2539, grad_norm: 7.2928 2020-08-03 11:13:37,642 - mmaction - INFO - Epoch [62][820/3757] lr: 1.000e-03, eta: 3 days, 6:45:11, time: 1.951, data_time: 0.008, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8641, loss_cls: 1.3218, loss: 1.3218, grad_norm: 7.5744 2020-08-03 11:14:20,015 - mmaction - INFO - Epoch [62][840/3757] lr: 1.000e-03, eta: 3 days, 6:44:39, time: 2.128, data_time: 0.012, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8539, loss_cls: 1.4188, loss: 1.4188, grad_norm: 7.6662 2020-08-03 11:14:58,775 - mmaction - INFO - Epoch [62][860/3757] lr: 1.000e-03, eta: 3 days, 6:44:00, time: 1.931, data_time: 0.008, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8391, loss_cls: 1.4064, loss: 1.4064, grad_norm: 7.5759 2020-08-03 11:15:40,640 - mmaction - INFO - Epoch [62][880/3757] lr: 1.000e-03, eta: 3 days, 6:43:27, time: 2.097, data_time: 0.010, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8531, loss_cls: 1.4280, loss: 1.4280, grad_norm: 7.7833 2020-08-03 11:16:20,286 - mmaction - INFO - Epoch [62][900/3757] lr: 1.000e-03, eta: 3 days, 6:42:50, time: 1.981, data_time: 0.009, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8414, loss_cls: 1.3828, loss: 1.3828, grad_norm: 7.5423 2020-08-03 11:16:54,983 - mmaction - INFO - Epoch [62][920/3757] lr: 1.000e-03, eta: 3 days, 6:42:02, time: 1.738, data_time: 0.008, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8711, loss_cls: 1.3094, loss: 1.3094, grad_norm: 7.3938 2020-08-03 11:17:31,806 - mmaction - INFO - Epoch [62][940/3757] lr: 1.000e-03, eta: 3 days, 6:41:19, time: 1.837, data_time: 0.010, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.3260, loss: 1.3260, grad_norm: 7.2030 2020-08-03 11:18:10,806 - mmaction - INFO - Epoch [62][960/3757] lr: 1.000e-03, eta: 3 days, 6:40:40, time: 1.952, data_time: 0.371, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8703, loss_cls: 1.2749, loss: 1.2749, grad_norm: 7.4750 2020-08-03 11:18:51,152 - mmaction - INFO - Epoch [62][980/3757] lr: 1.000e-03, eta: 3 days, 6:40:04, time: 2.020, data_time: 0.599, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8531, loss_cls: 1.4506, loss: 1.4506, grad_norm: 7.6973 2020-08-03 11:19:30,231 - mmaction - INFO - Epoch [62][1000/3757] lr: 1.000e-03, eta: 3 days, 6:39:25, time: 1.947, data_time: 0.340, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8656, loss_cls: 1.3752, loss: 1.3752, grad_norm: 7.4225 2020-08-03 11:20:10,992 - mmaction - INFO - Epoch [62][1020/3757] lr: 1.000e-03, eta: 3 days, 6:38:51, time: 2.045, data_time: 0.010, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8688, loss_cls: 1.2977, loss: 1.2977, grad_norm: 7.3023 2020-08-03 11:20:49,590 - mmaction - INFO - Epoch [62][1040/3757] lr: 1.000e-03, eta: 3 days, 6:38:11, time: 1.924, data_time: 0.002, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.4192, loss: 1.4192, grad_norm: 7.5596 2020-08-03 11:21:27,298 - mmaction - INFO - Epoch [62][1060/3757] lr: 1.000e-03, eta: 3 days, 6:37:29, time: 1.885, data_time: 0.009, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8648, loss_cls: 1.3327, loss: 1.3327, grad_norm: 7.4567 2020-08-03 11:22:05,833 - mmaction - INFO - Epoch [62][1080/3757] lr: 1.000e-03, eta: 3 days, 6:36:50, time: 1.933, data_time: 0.009, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.3755, loss: 1.3755, grad_norm: 7.5368 2020-08-03 11:22:46,949 - mmaction - INFO - Epoch [62][1100/3757] lr: 1.000e-03, eta: 3 days, 6:36:15, time: 2.047, data_time: 0.014, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.3468, loss: 1.3468, grad_norm: 7.3887 2020-08-03 11:23:26,125 - mmaction - INFO - Epoch [62][1120/3757] lr: 1.000e-03, eta: 3 days, 6:35:37, time: 1.967, data_time: 0.010, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3418, loss: 1.3418, grad_norm: 7.4060 2020-08-03 11:24:03,169 - mmaction - INFO - Epoch [62][1140/3757] lr: 1.000e-03, eta: 3 days, 6:34:54, time: 1.852, data_time: 0.002, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3344, loss: 1.3344, grad_norm: 7.5361 2020-08-03 11:24:43,453 - mmaction - INFO - Epoch [62][1160/3757] lr: 1.000e-03, eta: 3 days, 6:34:18, time: 2.010, data_time: 0.008, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8547, loss_cls: 1.3839, loss: 1.3839, grad_norm: 7.4975 2020-08-03 11:25:23,838 - mmaction - INFO - Epoch [62][1180/3757] lr: 1.000e-03, eta: 3 days, 6:33:42, time: 2.015, data_time: 0.007, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3530, loss: 1.3530, grad_norm: 7.3925 2020-08-03 11:26:01,038 - mmaction - INFO - Epoch [62][1200/3757] lr: 1.000e-03, eta: 3 days, 6:33:00, time: 1.868, data_time: 0.011, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8773, loss_cls: 1.2647, loss: 1.2647, grad_norm: 7.3445 2020-08-03 11:26:41,079 - mmaction - INFO - Epoch [62][1220/3757] lr: 1.000e-03, eta: 3 days, 6:32:23, time: 1.995, data_time: 0.078, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8398, loss_cls: 1.4328, loss: 1.4328, grad_norm: 7.6985 2020-08-03 11:27:17,833 - mmaction - INFO - Epoch [62][1240/3757] lr: 1.000e-03, eta: 3 days, 6:31:40, time: 1.844, data_time: 0.057, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8531, loss_cls: 1.3764, loss: 1.3764, grad_norm: 7.6802 2020-08-03 11:27:56,957 - mmaction - INFO - Epoch [62][1260/3757] lr: 1.000e-03, eta: 3 days, 6:31:01, time: 1.947, data_time: 0.736, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8555, loss_cls: 1.3553, loss: 1.3553, grad_norm: 7.5138 2020-08-03 11:28:38,645 - mmaction - INFO - Epoch [62][1280/3757] lr: 1.000e-03, eta: 3 days, 6:30:28, time: 2.092, data_time: 1.143, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.3170, loss: 1.3170, grad_norm: 7.4201 2020-08-03 11:29:15,529 - mmaction - INFO - Epoch [62][1300/3757] lr: 1.000e-03, eta: 3 days, 6:29:45, time: 1.838, data_time: 0.193, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.4271, loss: 1.4271, grad_norm: 7.7589 2020-08-03 11:29:56,276 - mmaction - INFO - Epoch [62][1320/3757] lr: 1.000e-03, eta: 3 days, 6:29:10, time: 2.045, data_time: 0.900, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3849, loss: 1.3849, grad_norm: 7.7168 2020-08-03 11:30:31,936 - mmaction - INFO - Epoch [62][1340/3757] lr: 1.000e-03, eta: 3 days, 6:28:24, time: 1.779, data_time: 0.423, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8695, loss_cls: 1.3562, loss: 1.3562, grad_norm: 7.4762 2020-08-03 11:31:10,828 - mmaction - INFO - Epoch [62][1360/3757] lr: 1.000e-03, eta: 3 days, 6:27:45, time: 1.948, data_time: 0.305, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8523, loss_cls: 1.4049, loss: 1.4049, grad_norm: 7.6129 2020-08-03 11:31:48,470 - mmaction - INFO - Epoch [62][1380/3757] lr: 1.000e-03, eta: 3 days, 6:27:04, time: 1.883, data_time: 0.123, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.3828, loss: 1.3828, grad_norm: 7.8862 2020-08-03 11:32:27,955 - mmaction - INFO - Epoch [62][1400/3757] lr: 1.000e-03, eta: 3 days, 6:26:26, time: 1.973, data_time: 0.901, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8414, loss_cls: 1.4379, loss: 1.4379, grad_norm: 7.8129 2020-08-03 11:33:09,181 - mmaction - INFO - Epoch [62][1420/3757] lr: 1.000e-03, eta: 3 days, 6:25:52, time: 2.060, data_time: 0.808, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8508, loss_cls: 1.4182, loss: 1.4182, grad_norm: 7.6965 2020-08-03 11:33:45,786 - mmaction - INFO - Epoch [62][1440/3757] lr: 1.000e-03, eta: 3 days, 6:25:08, time: 1.831, data_time: 0.027, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3581, loss: 1.3581, grad_norm: 7.4768 2020-08-03 11:34:27,496 - mmaction - INFO - Epoch [62][1460/3757] lr: 1.000e-03, eta: 3 days, 6:24:35, time: 2.085, data_time: 0.008, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3542, loss: 1.3542, grad_norm: 7.5037 2020-08-03 11:35:03,564 - mmaction - INFO - Epoch [62][1480/3757] lr: 1.000e-03, eta: 3 days, 6:23:50, time: 1.802, data_time: 0.009, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.3346, loss: 1.3346, grad_norm: 7.2658 2020-08-03 11:35:42,167 - mmaction - INFO - Epoch [62][1500/3757] lr: 1.000e-03, eta: 3 days, 6:23:11, time: 1.931, data_time: 0.005, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8539, loss_cls: 1.3857, loss: 1.3857, grad_norm: 7.5240 2020-08-03 11:36:21,665 - mmaction - INFO - Epoch [62][1520/3757] lr: 1.000e-03, eta: 3 days, 6:22:33, time: 1.973, data_time: 0.011, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8531, loss_cls: 1.3298, loss: 1.3298, grad_norm: 7.2912 2020-08-03 11:37:00,718 - mmaction - INFO - Epoch [62][1540/3757] lr: 1.000e-03, eta: 3 days, 6:21:54, time: 1.955, data_time: 0.342, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8695, loss_cls: 1.2948, loss: 1.2948, grad_norm: 7.3615 2020-08-03 11:37:40,180 - mmaction - INFO - Epoch [62][1560/3757] lr: 1.000e-03, eta: 3 days, 6:21:16, time: 1.971, data_time: 0.948, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8688, loss_cls: 1.2947, loss: 1.2947, grad_norm: 7.6397 2020-08-03 11:38:19,831 - mmaction - INFO - Epoch [62][1580/3757] lr: 1.000e-03, eta: 3 days, 6:20:39, time: 1.985, data_time: 0.767, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8641, loss_cls: 1.3056, loss: 1.3056, grad_norm: 7.4059 2020-08-03 11:38:59,079 - mmaction - INFO - Epoch [62][1600/3757] lr: 1.000e-03, eta: 3 days, 6:20:01, time: 1.962, data_time: 0.014, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3439, loss: 1.3439, grad_norm: 7.5793 2020-08-03 11:39:37,638 - mmaction - INFO - Epoch [62][1620/3757] lr: 1.000e-03, eta: 3 days, 6:19:21, time: 1.922, data_time: 0.009, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8414, loss_cls: 1.3991, loss: 1.3991, grad_norm: 7.8013 2020-08-03 11:40:18,015 - mmaction - INFO - Epoch [62][1640/3757] lr: 1.000e-03, eta: 3 days, 6:18:45, time: 2.017, data_time: 0.011, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8742, loss_cls: 1.2971, loss: 1.2971, grad_norm: 7.2350 2020-08-03 11:41:01,278 - mmaction - INFO - Epoch [62][1660/3757] lr: 1.000e-03, eta: 3 days, 6:18:16, time: 2.171, data_time: 0.012, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8531, loss_cls: 1.3813, loss: 1.3813, grad_norm: 7.4723 2020-08-03 11:41:40,997 - mmaction - INFO - Epoch [62][1680/3757] lr: 1.000e-03, eta: 3 days, 6:17:38, time: 1.986, data_time: 0.009, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8680, loss_cls: 1.3158, loss: 1.3158, grad_norm: 7.4206 2020-08-03 11:42:17,347 - mmaction - INFO - Epoch [62][1700/3757] lr: 1.000e-03, eta: 3 days, 6:16:54, time: 1.811, data_time: 0.008, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8656, loss_cls: 1.2964, loss: 1.2964, grad_norm: 7.3279 2020-08-03 11:42:55,420 - mmaction - INFO - Epoch [62][1720/3757] lr: 1.000e-03, eta: 3 days, 6:16:13, time: 1.909, data_time: 0.083, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8367, loss_cls: 1.4299, loss: 1.4299, grad_norm: 7.6196 2020-08-03 11:43:32,303 - mmaction - INFO - Epoch [62][1740/3757] lr: 1.000e-03, eta: 3 days, 6:15:30, time: 1.846, data_time: 0.041, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8703, loss_cls: 1.3094, loss: 1.3094, grad_norm: 7.5830 2020-08-03 11:44:09,933 - mmaction - INFO - Epoch [62][1760/3757] lr: 1.000e-03, eta: 3 days, 6:14:49, time: 1.882, data_time: 0.009, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3364, loss: 1.3364, grad_norm: 7.4587 2020-08-03 11:44:48,073 - mmaction - INFO - Epoch [62][1780/3757] lr: 1.000e-03, eta: 3 days, 6:14:08, time: 1.906, data_time: 0.123, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8594, loss_cls: 1.3738, loss: 1.3738, grad_norm: 7.5725 2020-08-03 11:45:29,551 - mmaction - INFO - Epoch [62][1800/3757] lr: 1.000e-03, eta: 3 days, 6:13:34, time: 2.074, data_time: 0.003, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8664, loss_cls: 1.3922, loss: 1.3922, grad_norm: 7.6230 2020-08-03 11:46:07,859 - mmaction - INFO - Epoch [62][1820/3757] lr: 1.000e-03, eta: 3 days, 6:12:54, time: 1.916, data_time: 0.504, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.3289, loss: 1.3289, grad_norm: 7.4765 2020-08-03 11:46:49,152 - mmaction - INFO - Epoch [62][1840/3757] lr: 1.000e-03, eta: 3 days, 6:12:20, time: 2.063, data_time: 0.145, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8555, loss_cls: 1.3522, loss: 1.3522, grad_norm: 7.4976 2020-08-03 11:47:28,071 - mmaction - INFO - Epoch [62][1860/3757] lr: 1.000e-03, eta: 3 days, 6:11:41, time: 1.945, data_time: 0.355, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8555, loss_cls: 1.3545, loss: 1.3545, grad_norm: 7.4547 2020-08-03 11:48:07,299 - mmaction - INFO - Epoch [62][1880/3757] lr: 1.000e-03, eta: 3 days, 6:11:03, time: 1.960, data_time: 1.319, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.4161, loss: 1.4161, grad_norm: 7.6016 2020-08-03 11:48:44,457 - mmaction - INFO - Epoch [62][1900/3757] lr: 1.000e-03, eta: 3 days, 6:10:21, time: 1.860, data_time: 1.203, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.4041, loss: 1.4041, grad_norm: 7.6592 2020-08-03 11:49:23,484 - mmaction - INFO - Epoch [62][1920/3757] lr: 1.000e-03, eta: 3 days, 6:09:42, time: 1.946, data_time: 1.283, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8523, loss_cls: 1.4289, loss: 1.4289, grad_norm: 7.6912 2020-08-03 11:50:04,204 - mmaction - INFO - Epoch [62][1940/3757] lr: 1.000e-03, eta: 3 days, 6:09:07, time: 2.042, data_time: 0.494, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4536, loss: 1.4536, grad_norm: 7.6327 2020-08-03 11:50:40,465 - mmaction - INFO - Epoch [62][1960/3757] lr: 1.000e-03, eta: 3 days, 6:08:22, time: 1.812, data_time: 0.009, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8414, loss_cls: 1.3664, loss: 1.3664, grad_norm: 7.4580 2020-08-03 11:51:18,243 - mmaction - INFO - Epoch [62][1980/3757] lr: 1.000e-03, eta: 3 days, 6:07:41, time: 1.884, data_time: 0.014, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8648, loss_cls: 1.3800, loss: 1.3800, grad_norm: 7.4787 2020-08-03 11:52:01,038 - mmaction - INFO - Epoch [62][2000/3757] lr: 1.000e-03, eta: 3 days, 6:07:10, time: 2.146, data_time: 0.029, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8453, loss_cls: 1.3660, loss: 1.3660, grad_norm: 7.2810 2020-08-03 11:52:40,819 - mmaction - INFO - Epoch [62][2020/3757] lr: 1.000e-03, eta: 3 days, 6:06:33, time: 1.981, data_time: 0.110, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8492, loss_cls: 1.3891, loss: 1.3891, grad_norm: 7.7708 2020-08-03 11:53:18,004 - mmaction - INFO - Epoch [62][2040/3757] lr: 1.000e-03, eta: 3 days, 6:05:50, time: 1.865, data_time: 0.360, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8359, loss_cls: 1.4611, loss: 1.4611, grad_norm: 7.6964 2020-08-03 11:53:55,177 - mmaction - INFO - Epoch [62][2060/3757] lr: 1.000e-03, eta: 3 days, 6:05:08, time: 1.852, data_time: 0.273, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3862, loss: 1.3862, grad_norm: 7.5254 2020-08-03 11:54:34,119 - mmaction - INFO - Epoch [62][2080/3757] lr: 1.000e-03, eta: 3 days, 6:04:29, time: 1.953, data_time: 0.011, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8492, loss_cls: 1.4359, loss: 1.4359, grad_norm: 7.7772 2020-08-03 11:55:15,892 - mmaction - INFO - Epoch [62][2100/3757] lr: 1.000e-03, eta: 3 days, 6:03:56, time: 2.084, data_time: 0.010, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8617, loss_cls: 1.4074, loss: 1.4074, grad_norm: 7.7359 2020-08-03 11:55:52,724 - mmaction - INFO - Epoch [62][2120/3757] lr: 1.000e-03, eta: 3 days, 6:03:13, time: 1.843, data_time: 0.011, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8570, loss_cls: 1.3551, loss: 1.3551, grad_norm: 7.4521 2020-08-03 11:56:32,508 - mmaction - INFO - Epoch [62][2140/3757] lr: 1.000e-03, eta: 3 days, 6:02:36, time: 1.995, data_time: 0.009, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8641, loss_cls: 1.3475, loss: 1.3475, grad_norm: 7.6025 2020-08-03 11:57:12,548 - mmaction - INFO - Epoch [62][2160/3757] lr: 1.000e-03, eta: 3 days, 6:01:59, time: 1.998, data_time: 0.009, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8539, loss_cls: 1.4055, loss: 1.4055, grad_norm: 7.6278 2020-08-03 11:57:49,461 - mmaction - INFO - Epoch [62][2180/3757] lr: 1.000e-03, eta: 3 days, 6:01:16, time: 1.849, data_time: 0.945, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3669, loss: 1.3669, grad_norm: 7.6638 2020-08-03 11:58:28,986 - mmaction - INFO - Epoch [62][2200/3757] lr: 1.000e-03, eta: 3 days, 6:00:38, time: 1.977, data_time: 0.606, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8461, loss_cls: 1.4500, loss: 1.4500, grad_norm: 7.6841 2020-08-03 11:59:10,368 - mmaction - INFO - Epoch [62][2220/3757] lr: 1.000e-03, eta: 3 days, 6:00:04, time: 2.064, data_time: 0.003, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4196, loss: 1.4196, grad_norm: 7.6157 2020-08-03 11:59:49,227 - mmaction - INFO - Epoch [62][2240/3757] lr: 1.000e-03, eta: 3 days, 5:59:25, time: 1.948, data_time: 0.008, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8484, loss_cls: 1.4103, loss: 1.4103, grad_norm: 7.5909 2020-08-03 12:00:29,348 - mmaction - INFO - Epoch [62][2260/3757] lr: 1.000e-03, eta: 3 days, 5:58:48, time: 1.991, data_time: 0.008, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8680, loss_cls: 1.3379, loss: 1.3379, grad_norm: 7.2753 2020-08-03 12:01:08,088 - mmaction - INFO - Epoch [62][2280/3757] lr: 1.000e-03, eta: 3 days, 5:58:10, time: 1.952, data_time: 0.026, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8742, loss_cls: 1.2902, loss: 1.2902, grad_norm: 7.6851 2020-08-03 12:01:45,735 - mmaction - INFO - Epoch [62][2300/3757] lr: 1.000e-03, eta: 3 days, 5:57:28, time: 1.876, data_time: 0.008, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4777, loss: 1.4777, grad_norm: 7.9281 2020-08-03 12:02:26,789 - mmaction - INFO - Epoch [62][2320/3757] lr: 1.000e-03, eta: 3 days, 5:56:54, time: 2.059, data_time: 0.009, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.3940, loss: 1.3940, grad_norm: 7.5780 2020-08-03 12:03:05,035 - mmaction - INFO - Epoch [62][2340/3757] lr: 1.000e-03, eta: 3 days, 5:56:13, time: 1.912, data_time: 0.002, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8422, loss_cls: 1.4451, loss: 1.4451, grad_norm: 7.5940 2020-08-03 12:03:43,949 - mmaction - INFO - Epoch [62][2360/3757] lr: 1.000e-03, eta: 3 days, 5:55:34, time: 1.939, data_time: 0.709, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.3233, loss: 1.3233, grad_norm: 7.3925 2020-08-03 12:04:23,061 - mmaction - INFO - Epoch [62][2380/3757] lr: 1.000e-03, eta: 3 days, 5:54:56, time: 1.961, data_time: 0.288, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3518, loss: 1.3518, grad_norm: 7.4652 2020-08-03 12:05:05,023 - mmaction - INFO - Epoch [62][2400/3757] lr: 1.000e-03, eta: 3 days, 5:54:23, time: 2.097, data_time: 0.129, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3287, loss: 1.3287, grad_norm: 7.6302 2020-08-03 12:05:41,561 - mmaction - INFO - Epoch [62][2420/3757] lr: 1.000e-03, eta: 3 days, 5:53:39, time: 1.828, data_time: 0.004, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.3109, loss: 1.3109, grad_norm: 7.2259 2020-08-03 12:06:22,759 - mmaction - INFO - Epoch [62][2440/3757] lr: 1.000e-03, eta: 3 days, 5:53:05, time: 2.061, data_time: 0.027, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8633, loss_cls: 1.3288, loss: 1.3288, grad_norm: 7.4619 2020-08-03 12:07:03,446 - mmaction - INFO - Epoch [62][2460/3757] lr: 1.000e-03, eta: 3 days, 5:52:30, time: 2.034, data_time: 0.005, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3753, loss: 1.3753, grad_norm: 7.6189 2020-08-03 12:07:37,568 - mmaction - INFO - Epoch [62][2480/3757] lr: 1.000e-03, eta: 3 days, 5:51:41, time: 1.703, data_time: 0.009, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8633, loss_cls: 1.3982, loss: 1.3982, grad_norm: 7.8342 2020-08-03 12:08:17,040 - mmaction - INFO - Epoch [62][2500/3757] lr: 1.000e-03, eta: 3 days, 5:51:03, time: 1.976, data_time: 0.356, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3471, loss: 1.3471, grad_norm: 7.6506 2020-08-03 12:08:56,878 - mmaction - INFO - Epoch [62][2520/3757] lr: 1.000e-03, eta: 3 days, 5:50:26, time: 1.991, data_time: 0.009, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.4446, loss: 1.4446, grad_norm: 7.8769 2020-08-03 12:09:39,208 - mmaction - INFO - Epoch [62][2540/3757] lr: 1.000e-03, eta: 3 days, 5:49:54, time: 2.118, data_time: 0.011, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8414, loss_cls: 1.4279, loss: 1.4279, grad_norm: 7.6569 2020-08-03 12:10:18,832 - mmaction - INFO - Epoch [62][2560/3757] lr: 1.000e-03, eta: 3 days, 5:49:17, time: 1.973, data_time: 0.016, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8820, loss_cls: 1.2911, loss: 1.2911, grad_norm: 7.2473 2020-08-03 12:10:58,375 - mmaction - INFO - Epoch [62][2580/3757] lr: 1.000e-03, eta: 3 days, 5:48:39, time: 1.985, data_time: 0.012, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.4043, loss: 1.4043, grad_norm: 7.8315 2020-08-03 12:11:38,791 - mmaction - INFO - Epoch [62][2600/3757] lr: 1.000e-03, eta: 3 days, 5:48:03, time: 2.021, data_time: 0.008, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.2882, loss: 1.2882, grad_norm: 7.2399 2020-08-03 12:12:15,797 - mmaction - INFO - Epoch [62][2620/3757] lr: 1.000e-03, eta: 3 days, 5:47:20, time: 1.848, data_time: 0.004, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3272, loss: 1.3272, grad_norm: 7.5036 2020-08-03 12:12:55,762 - mmaction - INFO - Epoch [62][2640/3757] lr: 1.000e-03, eta: 3 days, 5:46:44, time: 2.001, data_time: 0.005, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8484, loss_cls: 1.3568, loss: 1.3568, grad_norm: 7.7080 2020-08-03 12:13:32,280 - mmaction - INFO - Epoch [62][2660/3757] lr: 1.000e-03, eta: 3 days, 5:46:00, time: 1.827, data_time: 0.067, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8555, loss_cls: 1.3888, loss: 1.3888, grad_norm: 7.3385 2020-08-03 12:14:10,706 - mmaction - INFO - Epoch [62][2680/3757] lr: 1.000e-03, eta: 3 days, 5:45:20, time: 1.920, data_time: 0.002, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8734, loss_cls: 1.2714, loss: 1.2714, grad_norm: 7.1494 2020-08-03 12:14:51,844 - mmaction - INFO - Epoch [62][2700/3757] lr: 1.000e-03, eta: 3 days, 5:44:46, time: 2.056, data_time: 0.804, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.3125, loss: 1.3125, grad_norm: 7.4569 2020-08-03 12:15:33,779 - mmaction - INFO - Epoch [62][2720/3757] lr: 1.000e-03, eta: 3 days, 5:44:13, time: 2.096, data_time: 0.379, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.4042, loss: 1.4042, grad_norm: 7.8181 2020-08-03 12:16:09,672 - mmaction - INFO - Epoch [62][2740/3757] lr: 1.000e-03, eta: 3 days, 5:43:28, time: 1.795, data_time: 0.005, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8586, loss_cls: 1.3890, loss: 1.3890, grad_norm: 7.5100 2020-08-03 12:16:46,490 - mmaction - INFO - Epoch [62][2760/3757] lr: 1.000e-03, eta: 3 days, 5:42:44, time: 1.836, data_time: 0.820, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8344, loss_cls: 1.4842, loss: 1.4842, grad_norm: 7.6949 2020-08-03 12:17:28,354 - mmaction - INFO - Epoch [62][2780/3757] lr: 1.000e-03, eta: 3 days, 5:42:12, time: 2.099, data_time: 0.257, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.3144, loss: 1.3144, grad_norm: 7.3465 2020-08-03 12:18:06,143 - mmaction - INFO - Epoch [62][2800/3757] lr: 1.000e-03, eta: 3 days, 5:41:30, time: 1.886, data_time: 0.045, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3790, loss: 1.3790, grad_norm: 7.6013 2020-08-03 12:18:46,573 - mmaction - INFO - Epoch [62][2820/3757] lr: 1.000e-03, eta: 3 days, 5:40:55, time: 2.025, data_time: 0.014, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8633, loss_cls: 1.3669, loss: 1.3669, grad_norm: 7.7079 2020-08-03 12:19:25,981 - mmaction - INFO - Epoch [62][2840/3757] lr: 1.000e-03, eta: 3 days, 5:40:16, time: 1.967, data_time: 0.009, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.4118, loss: 1.4118, grad_norm: 7.6637 2020-08-03 12:20:02,994 - mmaction - INFO - Epoch [62][2860/3757] lr: 1.000e-03, eta: 3 days, 5:39:34, time: 1.851, data_time: 0.024, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.3538, loss: 1.3538, grad_norm: 7.3759 2020-08-03 12:20:45,571 - mmaction - INFO - Epoch [62][2880/3757] lr: 1.000e-03, eta: 3 days, 5:39:02, time: 2.133, data_time: 0.102, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8430, loss_cls: 1.4002, loss: 1.4002, grad_norm: 7.6247 2020-08-03 12:21:27,018 - mmaction - INFO - Epoch [62][2900/3757] lr: 1.000e-03, eta: 3 days, 5:38:28, time: 2.068, data_time: 0.178, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.3877, loss: 1.3877, grad_norm: 7.5437 2020-08-03 12:22:00,775 - mmaction - INFO - Epoch [62][2920/3757] lr: 1.000e-03, eta: 3 days, 5:37:39, time: 1.679, data_time: 0.012, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.4433, loss: 1.4433, grad_norm: 7.5758 2020-08-03 12:22:41,651 - mmaction - INFO - Epoch [62][2940/3757] lr: 1.000e-03, eta: 3 days, 5:37:04, time: 2.057, data_time: 0.016, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8594, loss_cls: 1.3838, loss: 1.3838, grad_norm: 7.6863 2020-08-03 12:23:18,393 - mmaction - INFO - Epoch [62][2960/3757] lr: 1.000e-03, eta: 3 days, 5:36:21, time: 1.837, data_time: 0.024, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8477, loss_cls: 1.3891, loss: 1.3891, grad_norm: 7.5629 2020-08-03 12:23:57,467 - mmaction - INFO - Epoch [62][2980/3757] lr: 1.000e-03, eta: 3 days, 5:35:42, time: 1.954, data_time: 0.003, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8562, loss_cls: 1.3307, loss: 1.3307, grad_norm: 7.4675 2020-08-03 12:24:37,084 - mmaction - INFO - Epoch [62][3000/3757] lr: 1.000e-03, eta: 3 days, 5:35:05, time: 1.982, data_time: 0.007, memory: 5166, top1_acc: 0.6328, top5_acc: 0.8586, loss_cls: 1.4151, loss: 1.4151, grad_norm: 7.6491 2020-08-03 12:25:16,228 - mmaction - INFO - Epoch [62][3020/3757] lr: 1.000e-03, eta: 3 days, 5:34:26, time: 1.950, data_time: 0.003, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8562, loss_cls: 1.3843, loss: 1.3843, grad_norm: 7.4568 2020-08-03 12:25:56,293 - mmaction - INFO - Epoch [62][3040/3757] lr: 1.000e-03, eta: 3 days, 5:33:50, time: 2.011, data_time: 0.129, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.4138, loss: 1.4138, grad_norm: 7.5803 2020-08-03 12:26:35,223 - mmaction - INFO - Epoch [62][3060/3757] lr: 1.000e-03, eta: 3 days, 5:33:10, time: 1.938, data_time: 0.080, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8742, loss_cls: 1.3147, loss: 1.3147, grad_norm: 7.4273 2020-08-03 12:27:14,023 - mmaction - INFO - Epoch [62][3080/3757] lr: 1.000e-03, eta: 3 days, 5:32:32, time: 1.947, data_time: 0.151, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8656, loss_cls: 1.4119, loss: 1.4119, grad_norm: 7.7191 2020-08-03 12:27:56,507 - mmaction - INFO - Epoch [62][3100/3757] lr: 1.000e-03, eta: 3 days, 5:32:00, time: 2.125, data_time: 0.009, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8742, loss_cls: 1.3098, loss: 1.3098, grad_norm: 7.6118 2020-08-03 12:28:32,087 - mmaction - INFO - Epoch [62][3120/3757] lr: 1.000e-03, eta: 3 days, 5:31:14, time: 1.779, data_time: 0.002, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8516, loss_cls: 1.4335, loss: 1.4335, grad_norm: 7.6893 2020-08-03 12:29:13,916 - mmaction - INFO - Epoch [62][3140/3757] lr: 1.000e-03, eta: 3 days, 5:30:41, time: 2.084, data_time: 0.008, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3621, loss: 1.3621, grad_norm: 7.4231 2020-08-03 12:29:51,143 - mmaction - INFO - Epoch [62][3160/3757] lr: 1.000e-03, eta: 3 days, 5:29:59, time: 1.868, data_time: 0.011, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.3855, loss: 1.3855, grad_norm: 7.6615 2020-08-03 12:30:32,452 - mmaction - INFO - Epoch [62][3180/3757] lr: 1.000e-03, eta: 3 days, 5:29:24, time: 2.059, data_time: 0.009, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8672, loss_cls: 1.3353, loss: 1.3353, grad_norm: 7.5967 2020-08-03 12:31:09,096 - mmaction - INFO - Epoch [62][3200/3757] lr: 1.000e-03, eta: 3 days, 5:28:41, time: 1.839, data_time: 0.010, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8727, loss_cls: 1.2979, loss: 1.2979, grad_norm: 7.5140 2020-08-03 12:31:50,087 - mmaction - INFO - Epoch [62][3220/3757] lr: 1.000e-03, eta: 3 days, 5:28:06, time: 2.041, data_time: 0.007, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8531, loss_cls: 1.3736, loss: 1.3736, grad_norm: 7.6381 2020-08-03 12:32:30,386 - mmaction - INFO - Epoch [62][3240/3757] lr: 1.000e-03, eta: 3 days, 5:27:30, time: 2.023, data_time: 0.012, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8766, loss_cls: 1.2953, loss: 1.2953, grad_norm: 7.5067 2020-08-03 12:33:07,503 - mmaction - INFO - Epoch [62][3260/3757] lr: 1.000e-03, eta: 3 days, 5:26:47, time: 1.849, data_time: 0.003, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8594, loss_cls: 1.3611, loss: 1.3611, grad_norm: 7.3158 2020-08-03 12:33:47,590 - mmaction - INFO - Epoch [62][3280/3757] lr: 1.000e-03, eta: 3 days, 5:26:11, time: 2.011, data_time: 0.032, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8414, loss_cls: 1.4719, loss: 1.4719, grad_norm: 8.0234 2020-08-03 12:34:25,496 - mmaction - INFO - Epoch [62][3300/3757] lr: 1.000e-03, eta: 3 days, 5:25:30, time: 1.896, data_time: 0.018, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8508, loss_cls: 1.3879, loss: 1.3879, grad_norm: 7.5774 2020-08-03 12:35:06,618 - mmaction - INFO - Epoch [62][3320/3757] lr: 1.000e-03, eta: 3 days, 5:24:56, time: 2.057, data_time: 0.009, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3644, loss: 1.3644, grad_norm: 7.5526 2020-08-03 12:35:40,278 - mmaction - INFO - Epoch [62][3340/3757] lr: 1.000e-03, eta: 3 days, 5:24:06, time: 1.682, data_time: 0.003, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8602, loss_cls: 1.3863, loss: 1.3863, grad_norm: 7.6969 2020-08-03 12:36:19,533 - mmaction - INFO - Epoch [62][3360/3757] lr: 1.000e-03, eta: 3 days, 5:23:28, time: 1.959, data_time: 0.010, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3422, loss: 1.3422, grad_norm: 7.8194 2020-08-03 12:36:57,124 - mmaction - INFO - Epoch [62][3380/3757] lr: 1.000e-03, eta: 3 days, 5:22:46, time: 1.884, data_time: 0.010, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8430, loss_cls: 1.4273, loss: 1.4273, grad_norm: 7.8636 2020-08-03 12:37:40,031 - mmaction - INFO - Epoch [62][3400/3757] lr: 1.000e-03, eta: 3 days, 5:22:15, time: 2.137, data_time: 0.007, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8641, loss_cls: 1.4106, loss: 1.4106, grad_norm: 7.6882 2020-08-03 12:38:22,281 - mmaction - INFO - Epoch [62][3420/3757] lr: 1.000e-03, eta: 3 days, 5:21:43, time: 2.117, data_time: 0.012, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8609, loss_cls: 1.3082, loss: 1.3082, grad_norm: 7.4311 2020-08-03 12:38:59,831 - mmaction - INFO - Epoch [62][3440/3757] lr: 1.000e-03, eta: 3 days, 5:21:01, time: 1.881, data_time: 0.010, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.3203, loss: 1.3203, grad_norm: 7.4972 2020-08-03 12:39:38,202 - mmaction - INFO - Epoch [62][3460/3757] lr: 1.000e-03, eta: 3 days, 5:20:21, time: 1.915, data_time: 0.011, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8578, loss_cls: 1.3631, loss: 1.3631, grad_norm: 7.7001 2020-08-03 12:40:15,645 - mmaction - INFO - Epoch [62][3480/3757] lr: 1.000e-03, eta: 3 days, 5:19:39, time: 1.868, data_time: 0.008, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8734, loss_cls: 1.2854, loss: 1.2854, grad_norm: 7.3626 2020-08-03 12:40:55,752 - mmaction - INFO - Epoch [62][3500/3757] lr: 1.000e-03, eta: 3 days, 5:19:03, time: 2.010, data_time: 0.010, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3995, loss: 1.3995, grad_norm: 7.6014 2020-08-03 12:41:36,340 - mmaction - INFO - Epoch [62][3520/3757] lr: 1.000e-03, eta: 3 days, 5:18:27, time: 2.021, data_time: 0.026, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8477, loss_cls: 1.4200, loss: 1.4200, grad_norm: 7.8911 2020-08-03 12:42:15,305 - mmaction - INFO - Epoch [62][3540/3757] lr: 1.000e-03, eta: 3 days, 5:17:48, time: 1.950, data_time: 0.013, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3840, loss: 1.3840, grad_norm: 7.4612 2020-08-03 12:42:55,612 - mmaction - INFO - Epoch [62][3560/3757] lr: 1.000e-03, eta: 3 days, 5:17:12, time: 2.023, data_time: 0.011, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8633, loss_cls: 1.2970, loss: 1.2970, grad_norm: 7.5980 2020-08-03 12:43:32,253 - mmaction - INFO - Epoch [62][3580/3757] lr: 1.000e-03, eta: 3 days, 5:16:29, time: 1.834, data_time: 0.009, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8461, loss_cls: 1.4224, loss: 1.4224, grad_norm: 7.4709 2020-08-03 12:44:12,724 - mmaction - INFO - Epoch [62][3600/3757] lr: 1.000e-03, eta: 3 days, 5:15:53, time: 2.024, data_time: 0.002, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8688, loss_cls: 1.4057, loss: 1.4057, grad_norm: 7.8304 2020-08-03 12:44:53,936 - mmaction - INFO - Epoch [62][3620/3757] lr: 1.000e-03, eta: 3 days, 5:15:19, time: 2.054, data_time: 0.010, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4214, loss: 1.4214, grad_norm: 7.5368 2020-08-03 12:45:30,336 - mmaction - INFO - Epoch [62][3640/3757] lr: 1.000e-03, eta: 3 days, 5:14:35, time: 1.825, data_time: 0.009, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8461, loss_cls: 1.4362, loss: 1.4362, grad_norm: 7.5749 2020-08-03 12:46:12,166 - mmaction - INFO - Epoch [62][3660/3757] lr: 1.000e-03, eta: 3 days, 5:14:02, time: 2.093, data_time: 0.010, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8586, loss_cls: 1.3983, loss: 1.3983, grad_norm: 7.7782 2020-08-03 12:46:49,336 - mmaction - INFO - Epoch [62][3680/3757] lr: 1.000e-03, eta: 3 days, 5:13:19, time: 1.857, data_time: 0.003, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3511, loss: 1.3511, grad_norm: 7.4046 2020-08-03 12:47:29,951 - mmaction - INFO - Epoch [62][3700/3757] lr: 1.000e-03, eta: 3 days, 5:12:44, time: 2.030, data_time: 0.009, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8508, loss_cls: 1.4093, loss: 1.4093, grad_norm: 7.8413 2020-08-03 12:48:05,054 - mmaction - INFO - Epoch [62][3720/3757] lr: 1.000e-03, eta: 3 days, 5:11:57, time: 1.756, data_time: 0.056, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8484, loss_cls: 1.3933, loss: 1.3933, grad_norm: 7.5717 2020-08-03 12:48:46,182 - mmaction - INFO - Epoch [62][3740/3757] lr: 1.000e-03, eta: 3 days, 5:11:22, time: 2.052, data_time: 0.008, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4108, loss: 1.4108, grad_norm: 7.7895 2020-08-03 12:49:13,332 - mmaction - INFO - Saving checkpoint at 62 epochs 2020-08-03 12:50:07,905 - mmaction - INFO - Epoch [63][20/3757] lr: 1.000e-03, eta: 3 days, 5:09:33, time: 2.669, data_time: 0.993, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8586, loss_cls: 1.3771, loss: 1.3771, grad_norm: 7.5219 2020-08-03 12:50:48,498 - mmaction - INFO - Epoch [63][40/3757] lr: 1.000e-03, eta: 3 days, 5:08:58, time: 2.029, data_time: 0.014, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.3166, loss: 1.3166, grad_norm: 7.7636 2020-08-03 12:51:25,499 - mmaction - INFO - Epoch [63][60/3757] lr: 1.000e-03, eta: 3 days, 5:08:15, time: 1.847, data_time: 0.008, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8641, loss_cls: 1.3409, loss: 1.3409, grad_norm: 7.5459 2020-08-03 12:52:07,858 - mmaction - INFO - Epoch [63][80/3757] lr: 1.000e-03, eta: 3 days, 5:07:43, time: 2.119, data_time: 0.010, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3703, loss: 1.3703, grad_norm: 7.5473 2020-08-03 12:52:47,758 - mmaction - INFO - Epoch [63][100/3757] lr: 1.000e-03, eta: 3 days, 5:07:06, time: 1.997, data_time: 0.005, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8469, loss_cls: 1.4162, loss: 1.4162, grad_norm: 7.4277 2020-08-03 12:53:28,160 - mmaction - INFO - Epoch [63][120/3757] lr: 1.000e-03, eta: 3 days, 5:06:30, time: 2.020, data_time: 0.009, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.3217, loss: 1.3217, grad_norm: 7.3117 2020-08-03 12:54:03,828 - mmaction - INFO - Epoch [63][140/3757] lr: 1.000e-03, eta: 3 days, 5:05:44, time: 1.784, data_time: 0.008, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8742, loss_cls: 1.2534, loss: 1.2534, grad_norm: 7.2829 2020-08-03 12:54:43,373 - mmaction - INFO - Epoch [63][160/3757] lr: 1.000e-03, eta: 3 days, 5:05:07, time: 1.974, data_time: 0.008, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3326, loss: 1.3326, grad_norm: 7.4203 2020-08-03 12:55:23,387 - mmaction - INFO - Epoch [63][180/3757] lr: 1.000e-03, eta: 3 days, 5:04:30, time: 2.001, data_time: 0.010, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8648, loss_cls: 1.3512, loss: 1.3512, grad_norm: 7.5546 2020-08-03 12:56:04,456 - mmaction - INFO - Epoch [63][200/3757] lr: 1.000e-03, eta: 3 days, 5:03:55, time: 2.056, data_time: 0.008, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8570, loss_cls: 1.3370, loss: 1.3370, grad_norm: 7.6759 2020-08-03 12:56:43,829 - mmaction - INFO - Epoch [63][220/3757] lr: 1.000e-03, eta: 3 days, 5:03:17, time: 1.966, data_time: 0.009, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3264, loss: 1.3264, grad_norm: 7.5774 2020-08-03 12:57:21,355 - mmaction - INFO - Epoch [63][240/3757] lr: 1.000e-03, eta: 3 days, 5:02:36, time: 1.879, data_time: 0.013, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8492, loss_cls: 1.3672, loss: 1.3672, grad_norm: 7.7183 2020-08-03 12:58:03,584 - mmaction - INFO - Epoch [63][260/3757] lr: 1.000e-03, eta: 3 days, 5:02:03, time: 2.106, data_time: 0.511, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8516, loss_cls: 1.3138, loss: 1.3138, grad_norm: 7.2449 2020-08-03 12:58:41,880 - mmaction - INFO - Epoch [63][280/3757] lr: 1.000e-03, eta: 3 days, 5:01:23, time: 1.920, data_time: 0.297, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8766, loss_cls: 1.2523, loss: 1.2523, grad_norm: 7.2667 2020-08-03 12:59:21,067 - mmaction - INFO - Epoch [63][300/3757] lr: 1.000e-03, eta: 3 days, 5:00:44, time: 1.951, data_time: 0.007, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4285, loss: 1.4285, grad_norm: 7.8163 2020-08-03 13:00:01,089 - mmaction - INFO - Epoch [63][320/3757] lr: 1.000e-03, eta: 3 days, 5:00:08, time: 1.999, data_time: 0.052, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8523, loss_cls: 1.3879, loss: 1.3879, grad_norm: 7.8024 2020-08-03 13:00:41,550 - mmaction - INFO - Epoch [63][340/3757] lr: 1.000e-03, eta: 3 days, 4:59:31, time: 2.016, data_time: 0.110, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8719, loss_cls: 1.3058, loss: 1.3058, grad_norm: 7.4255 2020-08-03 13:01:22,542 - mmaction - INFO - Epoch [63][360/3757] lr: 1.000e-03, eta: 3 days, 4:58:57, time: 2.067, data_time: 0.133, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8438, loss_cls: 1.4898, loss: 1.4898, grad_norm: 7.8907 2020-08-03 13:02:01,152 - mmaction - INFO - Epoch [63][380/3757] lr: 1.000e-03, eta: 3 days, 4:58:18, time: 1.924, data_time: 0.008, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.3476, loss: 1.3476, grad_norm: 7.5973 2020-08-03 13:02:40,277 - mmaction - INFO - Epoch [63][400/3757] lr: 1.000e-03, eta: 3 days, 4:57:39, time: 1.964, data_time: 0.010, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8859, loss_cls: 1.2212, loss: 1.2212, grad_norm: 7.2358 2020-08-03 13:03:19,938 - mmaction - INFO - Epoch [63][420/3757] lr: 1.000e-03, eta: 3 days, 4:57:02, time: 1.978, data_time: 0.007, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.2747, loss: 1.2747, grad_norm: 7.2699 2020-08-03 13:03:58,868 - mmaction - INFO - Epoch [63][440/3757] lr: 1.000e-03, eta: 3 days, 4:56:23, time: 1.951, data_time: 0.011, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8570, loss_cls: 1.3430, loss: 1.3430, grad_norm: 7.7645 2020-08-03 13:04:37,674 - mmaction - INFO - Epoch [63][460/3757] lr: 1.000e-03, eta: 3 days, 4:55:44, time: 1.934, data_time: 0.017, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8781, loss_cls: 1.3021, loss: 1.3021, grad_norm: 7.4894 2020-08-03 13:05:16,863 - mmaction - INFO - Epoch [63][480/3757] lr: 1.000e-03, eta: 3 days, 4:55:05, time: 1.959, data_time: 0.010, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.2746, loss: 1.2746, grad_norm: 7.3901 2020-08-03 13:05:56,725 - mmaction - INFO - Epoch [63][500/3757] lr: 1.000e-03, eta: 3 days, 4:54:28, time: 1.998, data_time: 0.009, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8773, loss_cls: 1.3112, loss: 1.3112, grad_norm: 7.6248 2020-08-03 13:06:35,702 - mmaction - INFO - Epoch [63][520/3757] lr: 1.000e-03, eta: 3 days, 4:53:49, time: 1.945, data_time: 0.012, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3228, loss: 1.3228, grad_norm: 7.5426 2020-08-03 13:07:15,009 - mmaction - INFO - Epoch [63][540/3757] lr: 1.000e-03, eta: 3 days, 4:53:11, time: 1.970, data_time: 0.092, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8320, loss_cls: 1.4294, loss: 1.4294, grad_norm: 7.6954 2020-08-03 13:07:57,155 - mmaction - INFO - Epoch [63][560/3757] lr: 1.000e-03, eta: 3 days, 4:52:38, time: 2.100, data_time: 0.921, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8742, loss_cls: 1.3430, loss: 1.3430, grad_norm: 7.5188 2020-08-03 13:08:31,062 - mmaction - INFO - Epoch [63][580/3757] lr: 1.000e-03, eta: 3 days, 4:51:50, time: 1.703, data_time: 0.449, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8547, loss_cls: 1.4039, loss: 1.4039, grad_norm: 7.9029 2020-08-03 13:09:13,153 - mmaction - INFO - Epoch [63][600/3757] lr: 1.000e-03, eta: 3 days, 4:51:17, time: 2.100, data_time: 0.547, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8625, loss_cls: 1.3609, loss: 1.3609, grad_norm: 7.4926 2020-08-03 13:09:49,726 - mmaction - INFO - Epoch [63][620/3757] lr: 1.000e-03, eta: 3 days, 4:50:34, time: 1.832, data_time: 0.186, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8734, loss_cls: 1.3086, loss: 1.3086, grad_norm: 7.6142 2020-08-03 13:10:28,753 - mmaction - INFO - Epoch [63][640/3757] lr: 1.000e-03, eta: 3 days, 4:49:55, time: 1.951, data_time: 0.048, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8445, loss_cls: 1.3694, loss: 1.3694, grad_norm: 7.5736 2020-08-03 13:11:06,986 - mmaction - INFO - Epoch [63][660/3757] lr: 1.000e-03, eta: 3 days, 4:49:15, time: 1.913, data_time: 0.007, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.3513, loss: 1.3513, grad_norm: 7.6790 2020-08-03 13:11:43,177 - mmaction - INFO - Epoch [63][680/3757] lr: 1.000e-03, eta: 3 days, 4:48:30, time: 1.810, data_time: 0.076, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3948, loss: 1.3948, grad_norm: 7.7429 2020-08-03 13:12:25,303 - mmaction - INFO - Epoch [63][700/3757] lr: 1.000e-03, eta: 3 days, 4:47:58, time: 2.107, data_time: 0.210, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8594, loss_cls: 1.3770, loss: 1.3770, grad_norm: 7.7478 2020-08-03 13:13:04,597 - mmaction - INFO - Epoch [63][720/3757] lr: 1.000e-03, eta: 3 days, 4:47:19, time: 1.957, data_time: 0.065, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8570, loss_cls: 1.4067, loss: 1.4067, grad_norm: 7.7394 2020-08-03 13:13:45,359 - mmaction - INFO - Epoch [63][740/3757] lr: 1.000e-03, eta: 3 days, 4:46:44, time: 2.036, data_time: 0.009, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.3807, loss: 1.3807, grad_norm: 7.6986 2020-08-03 13:14:21,210 - mmaction - INFO - Epoch [63][760/3757] lr: 1.000e-03, eta: 3 days, 4:45:59, time: 1.794, data_time: 0.011, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8625, loss_cls: 1.3035, loss: 1.3035, grad_norm: 7.4301 2020-08-03 13:15:03,046 - mmaction - INFO - Epoch [63][780/3757] lr: 1.000e-03, eta: 3 days, 4:45:26, time: 2.099, data_time: 0.010, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.3592, loss: 1.3592, grad_norm: 7.8503 2020-08-03 13:15:37,072 - mmaction - INFO - Epoch [63][800/3757] lr: 1.000e-03, eta: 3 days, 4:44:38, time: 1.700, data_time: 0.077, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8648, loss_cls: 1.3452, loss: 1.3452, grad_norm: 7.4932 2020-08-03 13:16:16,899 - mmaction - INFO - Epoch [63][820/3757] lr: 1.000e-03, eta: 3 days, 4:44:00, time: 1.992, data_time: 0.524, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.3073, loss: 1.3073, grad_norm: 7.6422 2020-08-03 13:16:53,244 - mmaction - INFO - Epoch [63][840/3757] lr: 1.000e-03, eta: 3 days, 4:43:16, time: 1.818, data_time: 1.180, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3412, loss: 1.3412, grad_norm: 7.5212 2020-08-03 13:17:33,548 - mmaction - INFO - Epoch [63][860/3757] lr: 1.000e-03, eta: 3 days, 4:42:40, time: 2.014, data_time: 1.182, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8727, loss_cls: 1.3156, loss: 1.3156, grad_norm: 7.4654 2020-08-03 13:18:13,047 - mmaction - INFO - Epoch [63][880/3757] lr: 1.000e-03, eta: 3 days, 4:42:02, time: 1.969, data_time: 0.429, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.3820, loss: 1.3820, grad_norm: 7.4715 2020-08-03 13:18:49,289 - mmaction - INFO - Epoch [63][900/3757] lr: 1.000e-03, eta: 3 days, 4:41:18, time: 1.816, data_time: 0.084, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8680, loss_cls: 1.3790, loss: 1.3790, grad_norm: 7.6924 2020-08-03 13:19:27,967 - mmaction - INFO - Epoch [63][920/3757] lr: 1.000e-03, eta: 3 days, 4:40:39, time: 1.936, data_time: 0.023, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.4093, loss: 1.4093, grad_norm: 7.8988 2020-08-03 13:20:07,214 - mmaction - INFO - Epoch [63][940/3757] lr: 1.000e-03, eta: 3 days, 4:40:01, time: 1.961, data_time: 0.020, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8641, loss_cls: 1.3692, loss: 1.3692, grad_norm: 7.6588 2020-08-03 13:20:46,559 - mmaction - INFO - Epoch [63][960/3757] lr: 1.000e-03, eta: 3 days, 4:39:23, time: 1.969, data_time: 0.123, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8438, loss_cls: 1.4452, loss: 1.4452, grad_norm: 7.7854 2020-08-03 13:21:27,517 - mmaction - INFO - Epoch [63][980/3757] lr: 1.000e-03, eta: 3 days, 4:38:48, time: 2.047, data_time: 0.007, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.3783, loss: 1.3783, grad_norm: 7.4847 2020-08-03 13:22:00,308 - mmaction - INFO - Epoch [63][1000/3757] lr: 1.000e-03, eta: 3 days, 4:37:57, time: 1.639, data_time: 0.003, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.3897, loss: 1.3897, grad_norm: 7.5538 2020-08-03 13:22:40,816 - mmaction - INFO - Epoch [63][1020/3757] lr: 1.000e-03, eta: 3 days, 4:37:21, time: 2.024, data_time: 0.242, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8680, loss_cls: 1.3290, loss: 1.3290, grad_norm: 7.6272 2020-08-03 13:23:20,953 - mmaction - INFO - Epoch [63][1040/3757] lr: 1.000e-03, eta: 3 days, 4:36:44, time: 2.008, data_time: 0.229, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8641, loss_cls: 1.3312, loss: 1.3312, grad_norm: 7.5818 2020-08-03 13:23:59,234 - mmaction - INFO - Epoch [63][1060/3757] lr: 1.000e-03, eta: 3 days, 4:36:04, time: 1.906, data_time: 0.447, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8484, loss_cls: 1.3866, loss: 1.3866, grad_norm: 7.4570 2020-08-03 13:24:36,910 - mmaction - INFO - Epoch [63][1080/3757] lr: 1.000e-03, eta: 3 days, 4:35:23, time: 1.892, data_time: 1.288, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.3869, loss: 1.3869, grad_norm: 7.7725 2020-08-03 13:25:17,215 - mmaction - INFO - Epoch [63][1100/3757] lr: 1.000e-03, eta: 3 days, 4:34:46, time: 2.010, data_time: 1.449, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.3585, loss: 1.3585, grad_norm: 7.6517 2020-08-03 13:25:55,183 - mmaction - INFO - Epoch [63][1120/3757] lr: 1.000e-03, eta: 3 days, 4:34:06, time: 1.902, data_time: 1.323, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8609, loss_cls: 1.3467, loss: 1.3467, grad_norm: 7.5022 2020-08-03 13:26:35,547 - mmaction - INFO - Epoch [63][1140/3757] lr: 1.000e-03, eta: 3 days, 4:33:30, time: 2.019, data_time: 1.414, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8617, loss_cls: 1.3936, loss: 1.3936, grad_norm: 7.7038 2020-08-03 13:27:14,010 - mmaction - INFO - Epoch [63][1160/3757] lr: 1.000e-03, eta: 3 days, 4:32:50, time: 1.922, data_time: 1.036, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8781, loss_cls: 1.2974, loss: 1.2974, grad_norm: 7.1852 2020-08-03 13:27:55,185 - mmaction - INFO - Epoch [63][1180/3757] lr: 1.000e-03, eta: 3 days, 4:32:15, time: 2.051, data_time: 0.455, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8836, loss_cls: 1.2384, loss: 1.2384, grad_norm: 7.4766 2020-08-03 13:28:32,785 - mmaction - INFO - Epoch [63][1200/3757] lr: 1.000e-03, eta: 3 days, 4:31:34, time: 1.888, data_time: 0.012, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8594, loss_cls: 1.3568, loss: 1.3568, grad_norm: 7.5220 2020-08-03 13:29:07,509 - mmaction - INFO - Epoch [63][1220/3757] lr: 1.000e-03, eta: 3 days, 4:30:47, time: 1.733, data_time: 0.619, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8695, loss_cls: 1.3118, loss: 1.3118, grad_norm: 7.5915 2020-08-03 13:29:48,662 - mmaction - INFO - Epoch [63][1240/3757] lr: 1.000e-03, eta: 3 days, 4:30:12, time: 2.061, data_time: 0.993, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8578, loss_cls: 1.3773, loss: 1.3773, grad_norm: 7.5865 2020-08-03 13:30:29,008 - mmaction - INFO - Epoch [63][1260/3757] lr: 1.000e-03, eta: 3 days, 4:29:36, time: 2.014, data_time: 0.155, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8742, loss_cls: 1.2856, loss: 1.2856, grad_norm: 7.4206 2020-08-03 13:31:06,512 - mmaction - INFO - Epoch [63][1280/3757] lr: 1.000e-03, eta: 3 days, 4:28:54, time: 1.876, data_time: 0.010, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8766, loss_cls: 1.2794, loss: 1.2794, grad_norm: 7.3887 2020-08-03 13:31:46,268 - mmaction - INFO - Epoch [63][1300/3757] lr: 1.000e-03, eta: 3 days, 4:28:17, time: 1.990, data_time: 0.011, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8648, loss_cls: 1.3696, loss: 1.3696, grad_norm: 7.7923 2020-08-03 13:32:26,055 - mmaction - INFO - Epoch [63][1320/3757] lr: 1.000e-03, eta: 3 days, 4:27:40, time: 1.990, data_time: 0.009, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.3303, loss: 1.3303, grad_norm: 7.6773 2020-08-03 13:33:02,819 - mmaction - INFO - Epoch [63][1340/3757] lr: 1.000e-03, eta: 3 days, 4:26:57, time: 1.834, data_time: 0.002, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.3297, loss: 1.3297, grad_norm: 7.5811 2020-08-03 13:33:43,757 - mmaction - INFO - Epoch [63][1360/3757] lr: 1.000e-03, eta: 3 days, 4:26:22, time: 2.047, data_time: 0.008, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8516, loss_cls: 1.3970, loss: 1.3970, grad_norm: 7.5838 2020-08-03 13:34:20,543 - mmaction - INFO - Epoch [63][1380/3757] lr: 1.000e-03, eta: 3 days, 4:25:39, time: 1.844, data_time: 0.010, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4138, loss: 1.4138, grad_norm: 7.7569 2020-08-03 13:35:03,831 - mmaction - INFO - Epoch [63][1400/3757] lr: 1.000e-03, eta: 3 days, 4:25:08, time: 2.160, data_time: 0.007, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8586, loss_cls: 1.3437, loss: 1.3437, grad_norm: 7.6926 2020-08-03 13:35:40,852 - mmaction - INFO - Epoch [63][1420/3757] lr: 1.000e-03, eta: 3 days, 4:24:26, time: 1.855, data_time: 0.078, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.3853, loss: 1.3853, grad_norm: 7.3764 2020-08-03 13:36:17,900 - mmaction - INFO - Epoch [63][1440/3757] lr: 1.000e-03, eta: 3 days, 4:23:43, time: 1.853, data_time: 0.008, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8680, loss_cls: 1.2779, loss: 1.2779, grad_norm: 7.4195 2020-08-03 13:36:58,279 - mmaction - INFO - Epoch [63][1460/3757] lr: 1.000e-03, eta: 3 days, 4:23:07, time: 2.015, data_time: 0.016, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8711, loss_cls: 1.3320, loss: 1.3320, grad_norm: 7.5374 2020-08-03 13:37:36,319 - mmaction - INFO - Epoch [63][1480/3757] lr: 1.000e-03, eta: 3 days, 4:22:26, time: 1.900, data_time: 0.014, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8672, loss_cls: 1.3304, loss: 1.3304, grad_norm: 7.5621 2020-08-03 13:38:17,600 - mmaction - INFO - Epoch [63][1500/3757] lr: 1.000e-03, eta: 3 days, 4:21:52, time: 2.068, data_time: 0.009, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8750, loss_cls: 1.3000, loss: 1.3000, grad_norm: 7.3527 2020-08-03 13:38:57,111 - mmaction - INFO - Epoch [63][1520/3757] lr: 1.000e-03, eta: 3 days, 4:21:14, time: 1.971, data_time: 0.008, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8617, loss_cls: 1.3379, loss: 1.3379, grad_norm: 7.3788 2020-08-03 13:39:34,593 - mmaction - INFO - Epoch [63][1540/3757] lr: 1.000e-03, eta: 3 days, 4:20:32, time: 1.879, data_time: 0.009, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8781, loss_cls: 1.2859, loss: 1.2859, grad_norm: 7.4554 2020-08-03 13:40:15,184 - mmaction - INFO - Epoch [63][1560/3757] lr: 1.000e-03, eta: 3 days, 4:19:57, time: 2.026, data_time: 0.010, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4052, loss: 1.4052, grad_norm: 7.5473 2020-08-03 13:40:57,006 - mmaction - INFO - Epoch [63][1580/3757] lr: 1.000e-03, eta: 3 days, 4:19:23, time: 2.093, data_time: 0.035, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8430, loss_cls: 1.4337, loss: 1.4337, grad_norm: 7.5341 2020-08-03 13:41:34,098 - mmaction - INFO - Epoch [63][1600/3757] lr: 1.000e-03, eta: 3 days, 4:18:41, time: 1.851, data_time: 0.011, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.3264, loss: 1.3264, grad_norm: 7.4898 2020-08-03 13:42:10,076 - mmaction - INFO - Epoch [63][1620/3757] lr: 1.000e-03, eta: 3 days, 4:17:56, time: 1.805, data_time: 0.027, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8594, loss_cls: 1.3290, loss: 1.3290, grad_norm: 7.3528 2020-08-03 13:42:53,201 - mmaction - INFO - Epoch [63][1640/3757] lr: 1.000e-03, eta: 3 days, 4:17:26, time: 2.157, data_time: 0.008, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.4218, loss: 1.4218, grad_norm: 7.7582 2020-08-03 13:43:31,742 - mmaction - INFO - Epoch [63][1660/3757] lr: 1.000e-03, eta: 3 days, 4:16:46, time: 1.926, data_time: 0.285, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2335, loss: 1.2335, grad_norm: 7.3139 2020-08-03 13:44:09,886 - mmaction - INFO - Epoch [63][1680/3757] lr: 1.000e-03, eta: 3 days, 4:16:05, time: 1.907, data_time: 0.810, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.3008, loss: 1.3008, grad_norm: 7.3248 2020-08-03 13:44:50,715 - mmaction - INFO - Epoch [63][1700/3757] lr: 1.000e-03, eta: 3 days, 4:15:30, time: 2.035, data_time: 1.063, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8562, loss_cls: 1.3899, loss: 1.3899, grad_norm: 7.5183 2020-08-03 13:45:26,945 - mmaction - INFO - Epoch [63][1720/3757] lr: 1.000e-03, eta: 3 days, 4:14:46, time: 1.811, data_time: 0.249, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2632, loss: 1.2632, grad_norm: 7.4868 2020-08-03 13:46:07,500 - mmaction - INFO - Epoch [63][1740/3757] lr: 1.000e-03, eta: 3 days, 4:14:10, time: 2.034, data_time: 0.077, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.3659, loss: 1.3659, grad_norm: 7.5002 2020-08-03 13:46:48,561 - mmaction - INFO - Epoch [63][1760/3757] lr: 1.000e-03, eta: 3 days, 4:13:36, time: 2.054, data_time: 0.276, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8570, loss_cls: 1.3318, loss: 1.3318, grad_norm: 7.4218 2020-08-03 13:47:26,923 - mmaction - INFO - Epoch [63][1780/3757] lr: 1.000e-03, eta: 3 days, 4:12:55, time: 1.916, data_time: 0.222, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2884, loss: 1.2884, grad_norm: 7.3239 2020-08-03 13:48:05,914 - mmaction - INFO - Epoch [63][1800/3757] lr: 1.000e-03, eta: 3 days, 4:12:16, time: 1.944, data_time: 0.860, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8469, loss_cls: 1.3634, loss: 1.3634, grad_norm: 7.5122 2020-08-03 13:48:43,950 - mmaction - INFO - Epoch [63][1820/3757] lr: 1.000e-03, eta: 3 days, 4:11:36, time: 1.906, data_time: 0.084, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8648, loss_cls: 1.3832, loss: 1.3832, grad_norm: 7.8892 2020-08-03 13:49:23,094 - mmaction - INFO - Epoch [63][1840/3757] lr: 1.000e-03, eta: 3 days, 4:10:57, time: 1.956, data_time: 0.275, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8648, loss_cls: 1.3293, loss: 1.3293, grad_norm: 7.7064 2020-08-03 13:50:01,891 - mmaction - INFO - Epoch [63][1860/3757] lr: 1.000e-03, eta: 3 days, 4:10:18, time: 1.944, data_time: 0.189, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8578, loss_cls: 1.4060, loss: 1.4060, grad_norm: 7.6651 2020-08-03 13:50:39,996 - mmaction - INFO - Epoch [63][1880/3757] lr: 1.000e-03, eta: 3 days, 4:09:38, time: 1.901, data_time: 0.576, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8484, loss_cls: 1.3710, loss: 1.3710, grad_norm: 7.8063 2020-08-03 13:51:20,363 - mmaction - INFO - Epoch [63][1900/3757] lr: 1.000e-03, eta: 3 days, 4:09:02, time: 2.021, data_time: 0.024, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8703, loss_cls: 1.3166, loss: 1.3166, grad_norm: 7.4713 2020-08-03 13:51:59,482 - mmaction - INFO - Epoch [63][1920/3757] lr: 1.000e-03, eta: 3 days, 4:08:23, time: 1.946, data_time: 0.022, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3449, loss: 1.3449, grad_norm: 7.7992 2020-08-03 13:52:40,947 - mmaction - INFO - Epoch [63][1940/3757] lr: 1.000e-03, eta: 3 days, 4:07:49, time: 2.084, data_time: 0.013, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3600, loss: 1.3600, grad_norm: 7.7927 2020-08-03 13:53:16,407 - mmaction - INFO - Epoch [63][1960/3757] lr: 1.000e-03, eta: 3 days, 4:07:04, time: 1.773, data_time: 0.008, memory: 5166, top1_acc: 0.6422, top5_acc: 0.8484, loss_cls: 1.4382, loss: 1.4382, grad_norm: 8.1336 2020-08-03 13:54:01,007 - mmaction - INFO - Epoch [63][1980/3757] lr: 1.000e-03, eta: 3 days, 4:06:36, time: 2.228, data_time: 0.003, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8656, loss_cls: 1.3601, loss: 1.3601, grad_norm: 7.5612 2020-08-03 13:54:39,686 - mmaction - INFO - Epoch [63][2000/3757] lr: 1.000e-03, eta: 3 days, 4:05:56, time: 1.933, data_time: 0.038, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8508, loss_cls: 1.4704, loss: 1.4704, grad_norm: 7.9976 2020-08-03 13:55:16,813 - mmaction - INFO - Epoch [63][2020/3757] lr: 1.000e-03, eta: 3 days, 4:05:14, time: 1.856, data_time: 0.117, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8523, loss_cls: 1.3906, loss: 1.3906, grad_norm: 7.5537 2020-08-03 13:55:55,896 - mmaction - INFO - Epoch [63][2040/3757] lr: 1.000e-03, eta: 3 days, 4:04:35, time: 1.958, data_time: 0.008, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8703, loss_cls: 1.3027, loss: 1.3027, grad_norm: 7.3609 2020-08-03 13:56:34,804 - mmaction - INFO - Epoch [63][2060/3757] lr: 1.000e-03, eta: 3 days, 4:03:56, time: 1.941, data_time: 0.010, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.2955, loss: 1.2955, grad_norm: 7.5273 2020-08-03 13:57:13,631 - mmaction - INFO - Epoch [63][2080/3757] lr: 1.000e-03, eta: 3 days, 4:03:17, time: 1.946, data_time: 0.067, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8469, loss_cls: 1.4063, loss: 1.4063, grad_norm: 7.7354 2020-08-03 13:57:54,263 - mmaction - INFO - Epoch [63][2100/3757] lr: 1.000e-03, eta: 3 days, 4:02:41, time: 2.025, data_time: 0.581, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.3798, loss: 1.3798, grad_norm: 7.7374 2020-08-03 13:58:34,373 - mmaction - INFO - Epoch [63][2120/3757] lr: 1.000e-03, eta: 3 days, 4:02:05, time: 2.009, data_time: 0.017, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8672, loss_cls: 1.2958, loss: 1.2958, grad_norm: 7.5025 2020-08-03 13:59:14,262 - mmaction - INFO - Epoch [63][2140/3757] lr: 1.000e-03, eta: 3 days, 4:01:28, time: 1.995, data_time: 0.006, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8484, loss_cls: 1.3839, loss: 1.3839, grad_norm: 7.7736 2020-08-03 13:59:51,049 - mmaction - INFO - Epoch [63][2160/3757] lr: 1.000e-03, eta: 3 days, 4:00:44, time: 1.833, data_time: 0.010, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8742, loss_cls: 1.3167, loss: 1.3167, grad_norm: 7.6766 2020-08-03 14:00:27,155 - mmaction - INFO - Epoch [63][2180/3757] lr: 1.000e-03, eta: 3 days, 4:00:00, time: 1.798, data_time: 0.142, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8531, loss_cls: 1.4022, loss: 1.4022, grad_norm: 7.9628 2020-08-03 14:01:06,534 - mmaction - INFO - Epoch [63][2200/3757] lr: 1.000e-03, eta: 3 days, 3:59:22, time: 1.985, data_time: 0.656, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8555, loss_cls: 1.3021, loss: 1.3021, grad_norm: 7.6824 2020-08-03 14:01:47,663 - mmaction - INFO - Epoch [63][2220/3757] lr: 1.000e-03, eta: 3 days, 3:58:47, time: 2.050, data_time: 0.185, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8523, loss_cls: 1.3949, loss: 1.3949, grad_norm: 7.5071 2020-08-03 14:02:24,322 - mmaction - INFO - Epoch [63][2240/3757] lr: 1.000e-03, eta: 3 days, 3:58:04, time: 1.839, data_time: 0.013, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3715, loss: 1.3715, grad_norm: 7.6757 2020-08-03 14:03:05,091 - mmaction - INFO - Epoch [63][2260/3757] lr: 1.000e-03, eta: 3 days, 3:57:29, time: 2.029, data_time: 0.069, memory: 5166, top1_acc: 0.6359, top5_acc: 0.8547, loss_cls: 1.4406, loss: 1.4406, grad_norm: 7.7672 2020-08-03 14:03:44,984 - mmaction - INFO - Epoch [63][2280/3757] lr: 1.000e-03, eta: 3 days, 3:56:52, time: 2.004, data_time: 0.012, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.4349, loss: 1.4349, grad_norm: 7.5757 2020-08-03 14:04:21,312 - mmaction - INFO - Epoch [63][2300/3757] lr: 1.000e-03, eta: 3 days, 3:56:08, time: 1.817, data_time: 0.288, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.2908, loss: 1.2908, grad_norm: 7.3618 2020-08-03 14:05:00,892 - mmaction - INFO - Epoch [63][2320/3757] lr: 1.000e-03, eta: 3 days, 3:55:30, time: 1.972, data_time: 1.224, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8562, loss_cls: 1.3285, loss: 1.3285, grad_norm: 7.5577 2020-08-03 14:05:38,822 - mmaction - INFO - Epoch [63][2340/3757] lr: 1.000e-03, eta: 3 days, 3:54:50, time: 1.902, data_time: 0.650, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3569, loss: 1.3569, grad_norm: 7.5034 2020-08-03 14:06:20,234 - mmaction - INFO - Epoch [63][2360/3757] lr: 1.000e-03, eta: 3 days, 3:54:15, time: 2.068, data_time: 1.415, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8609, loss_cls: 1.3902, loss: 1.3902, grad_norm: 7.6205 2020-08-03 14:06:55,857 - mmaction - INFO - Epoch [63][2380/3757] lr: 1.000e-03, eta: 3 days, 3:53:30, time: 1.785, data_time: 0.921, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.3172, loss: 1.3172, grad_norm: 7.4483 2020-08-03 14:07:35,923 - mmaction - INFO - Epoch [63][2400/3757] lr: 1.000e-03, eta: 3 days, 3:52:53, time: 2.003, data_time: 1.419, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.3643, loss: 1.3643, grad_norm: 7.6769 2020-08-03 14:08:17,239 - mmaction - INFO - Epoch [63][2420/3757] lr: 1.000e-03, eta: 3 days, 3:52:19, time: 2.066, data_time: 0.843, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8641, loss_cls: 1.3628, loss: 1.3628, grad_norm: 7.8279 2020-08-03 14:08:57,227 - mmaction - INFO - Epoch [63][2440/3757] lr: 1.000e-03, eta: 3 days, 3:51:42, time: 1.999, data_time: 0.009, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3419, loss: 1.3419, grad_norm: 7.2420 2020-08-03 14:09:35,473 - mmaction - INFO - Epoch [63][2460/3757] lr: 1.000e-03, eta: 3 days, 3:51:02, time: 1.915, data_time: 0.022, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8516, loss_cls: 1.3884, loss: 1.3884, grad_norm: 7.5680 2020-08-03 14:10:14,719 - mmaction - INFO - Epoch [63][2480/3757] lr: 1.000e-03, eta: 3 days, 3:50:23, time: 1.954, data_time: 0.266, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8547, loss_cls: 1.3013, loss: 1.3013, grad_norm: 7.3905 2020-08-03 14:10:54,250 - mmaction - INFO - Epoch [63][2500/3757] lr: 1.000e-03, eta: 3 days, 3:49:46, time: 1.985, data_time: 0.011, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.3998, loss: 1.3998, grad_norm: 7.6353 2020-08-03 14:11:31,345 - mmaction - INFO - Epoch [63][2520/3757] lr: 1.000e-03, eta: 3 days, 3:49:04, time: 1.855, data_time: 0.107, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3440, loss: 1.3440, grad_norm: 7.3614 2020-08-03 14:12:10,322 - mmaction - INFO - Epoch [63][2540/3757] lr: 1.000e-03, eta: 3 days, 3:48:25, time: 1.948, data_time: 0.582, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3620, loss: 1.3620, grad_norm: 7.5866 2020-08-03 14:12:51,217 - mmaction - INFO - Epoch [63][2560/3757] lr: 1.000e-03, eta: 3 days, 3:47:50, time: 2.046, data_time: 0.003, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.3272, loss: 1.3272, grad_norm: 7.5311 2020-08-03 14:13:28,386 - mmaction - INFO - Epoch [63][2580/3757] lr: 1.000e-03, eta: 3 days, 3:47:07, time: 1.858, data_time: 0.007, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8648, loss_cls: 1.3614, loss: 1.3614, grad_norm: 7.7636 2020-08-03 14:14:06,706 - mmaction - INFO - Epoch [63][2600/3757] lr: 1.000e-03, eta: 3 days, 3:46:27, time: 1.917, data_time: 0.003, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8680, loss_cls: 1.3555, loss: 1.3555, grad_norm: 7.7094 2020-08-03 14:14:46,073 - mmaction - INFO - Epoch [63][2620/3757] lr: 1.000e-03, eta: 3 days, 3:45:49, time: 1.961, data_time: 0.007, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8719, loss_cls: 1.3160, loss: 1.3160, grad_norm: 7.7927 2020-08-03 14:15:23,497 - mmaction - INFO - Epoch [63][2640/3757] lr: 1.000e-03, eta: 3 days, 3:45:07, time: 1.870, data_time: 0.010, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8703, loss_cls: 1.2740, loss: 1.2740, grad_norm: 7.5573 2020-08-03 14:16:02,780 - mmaction - INFO - Epoch [63][2660/3757] lr: 1.000e-03, eta: 3 days, 3:44:29, time: 1.972, data_time: 0.058, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4341, loss: 1.4341, grad_norm: 8.0660 2020-08-03 14:16:42,025 - mmaction - INFO - Epoch [63][2680/3757] lr: 1.000e-03, eta: 3 days, 3:43:51, time: 1.956, data_time: 0.011, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8516, loss_cls: 1.4235, loss: 1.4235, grad_norm: 7.9457 2020-08-03 14:17:21,354 - mmaction - INFO - Epoch [63][2700/3757] lr: 1.000e-03, eta: 3 days, 3:43:13, time: 1.972, data_time: 0.018, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8516, loss_cls: 1.3700, loss: 1.3700, grad_norm: 7.6618 2020-08-03 14:18:02,420 - mmaction - INFO - Epoch [63][2720/3757] lr: 1.000e-03, eta: 3 days, 3:42:38, time: 2.049, data_time: 0.016, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.4179, loss: 1.4179, grad_norm: 7.8435 2020-08-03 14:18:41,915 - mmaction - INFO - Epoch [63][2740/3757] lr: 1.000e-03, eta: 3 days, 3:42:00, time: 1.979, data_time: 1.011, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8688, loss_cls: 1.3228, loss: 1.3228, grad_norm: 7.5292 2020-08-03 14:19:19,941 - mmaction - INFO - Epoch [63][2760/3757] lr: 1.000e-03, eta: 3 days, 3:41:19, time: 1.901, data_time: 0.972, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8641, loss_cls: 1.3681, loss: 1.3681, grad_norm: 7.9384 2020-08-03 14:19:58,893 - mmaction - INFO - Epoch [63][2780/3757] lr: 1.000e-03, eta: 3 days, 3:40:40, time: 1.946, data_time: 0.333, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.3266, loss: 1.3266, grad_norm: 7.5406 2020-08-03 14:20:37,865 - mmaction - INFO - Epoch [63][2800/3757] lr: 1.000e-03, eta: 3 days, 3:40:02, time: 1.951, data_time: 0.015, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8484, loss_cls: 1.4059, loss: 1.4059, grad_norm: 7.5605 2020-08-03 14:21:18,347 - mmaction - INFO - Epoch [63][2820/3757] lr: 1.000e-03, eta: 3 days, 3:39:26, time: 2.024, data_time: 0.002, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8672, loss_cls: 1.3279, loss: 1.3279, grad_norm: 7.5191 2020-08-03 14:21:56,553 - mmaction - INFO - Epoch [63][2840/3757] lr: 1.000e-03, eta: 3 days, 3:38:45, time: 1.908, data_time: 0.007, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.3861, loss: 1.3861, grad_norm: 7.7476 2020-08-03 14:22:38,547 - mmaction - INFO - Epoch [63][2860/3757] lr: 1.000e-03, eta: 3 days, 3:38:12, time: 2.099, data_time: 0.005, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8484, loss_cls: 1.4009, loss: 1.4009, grad_norm: 7.8138 2020-08-03 14:23:16,818 - mmaction - INFO - Epoch [63][2880/3757] lr: 1.000e-03, eta: 3 days, 3:37:32, time: 1.916, data_time: 0.011, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.4362, loss: 1.4362, grad_norm: 7.8219 2020-08-03 14:23:58,424 - mmaction - INFO - Epoch [63][2900/3757] lr: 1.000e-03, eta: 3 days, 3:36:58, time: 2.074, data_time: 0.361, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8570, loss_cls: 1.3747, loss: 1.3747, grad_norm: 7.6340 2020-08-03 14:24:33,990 - mmaction - INFO - Epoch [63][2920/3757] lr: 1.000e-03, eta: 3 days, 3:36:13, time: 1.784, data_time: 0.010, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8570, loss_cls: 1.3186, loss: 1.3186, grad_norm: 7.3684 2020-08-03 14:25:12,596 - mmaction - INFO - Epoch [63][2940/3757] lr: 1.000e-03, eta: 3 days, 3:35:33, time: 1.923, data_time: 0.614, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.4179, loss: 1.4179, grad_norm: 7.6291 2020-08-03 14:25:51,214 - mmaction - INFO - Epoch [63][2960/3757] lr: 1.000e-03, eta: 3 days, 3:34:54, time: 1.935, data_time: 1.223, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3996, loss: 1.3996, grad_norm: 7.7999 2020-08-03 14:26:29,021 - mmaction - INFO - Epoch [63][2980/3757] lr: 1.000e-03, eta: 3 days, 3:34:13, time: 1.889, data_time: 0.834, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8625, loss_cls: 1.3345, loss: 1.3345, grad_norm: 7.7557 2020-08-03 14:27:09,439 - mmaction - INFO - Epoch [63][3000/3757] lr: 1.000e-03, eta: 3 days, 3:33:37, time: 2.025, data_time: 1.121, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8555, loss_cls: 1.3723, loss: 1.3723, grad_norm: 7.6804 2020-08-03 14:27:46,193 - mmaction - INFO - Epoch [63][3020/3757] lr: 1.000e-03, eta: 3 days, 3:32:54, time: 1.832, data_time: 0.896, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8641, loss_cls: 1.3810, loss: 1.3810, grad_norm: 7.7228 2020-08-03 14:28:23,868 - mmaction - INFO - Epoch [63][3040/3757] lr: 1.000e-03, eta: 3 days, 3:32:12, time: 1.888, data_time: 1.155, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8328, loss_cls: 1.4879, loss: 1.4879, grad_norm: 8.1718 2020-08-03 14:29:05,281 - mmaction - INFO - Epoch [63][3060/3757] lr: 1.000e-03, eta: 3 days, 3:31:38, time: 2.068, data_time: 0.664, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8453, loss_cls: 1.4097, loss: 1.4097, grad_norm: 7.8000 2020-08-03 14:29:47,224 - mmaction - INFO - Epoch [63][3080/3757] lr: 1.000e-03, eta: 3 days, 3:31:05, time: 2.097, data_time: 0.017, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8539, loss_cls: 1.3431, loss: 1.3431, grad_norm: 7.5809 2020-08-03 14:30:27,549 - mmaction - INFO - Epoch [63][3100/3757] lr: 1.000e-03, eta: 3 days, 3:30:29, time: 2.016, data_time: 0.008, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8453, loss_cls: 1.3833, loss: 1.3833, grad_norm: 7.6500 2020-08-03 14:31:10,686 - mmaction - INFO - Epoch [63][3120/3757] lr: 1.000e-03, eta: 3 days, 3:29:58, time: 2.159, data_time: 0.009, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4490, loss: 1.4490, grad_norm: 7.8175 2020-08-03 14:31:46,238 - mmaction - INFO - Epoch [63][3140/3757] lr: 1.000e-03, eta: 3 days, 3:29:12, time: 1.775, data_time: 0.007, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8672, loss_cls: 1.3389, loss: 1.3389, grad_norm: 7.4374 2020-08-03 14:32:26,445 - mmaction - INFO - Epoch [63][3160/3757] lr: 1.000e-03, eta: 3 days, 3:28:36, time: 2.010, data_time: 0.006, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8477, loss_cls: 1.4348, loss: 1.4348, grad_norm: 7.8928 2020-08-03 14:33:06,111 - mmaction - INFO - Epoch [63][3180/3757] lr: 1.000e-03, eta: 3 days, 3:27:58, time: 1.988, data_time: 0.015, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.3477, loss: 1.3477, grad_norm: 7.9162 2020-08-03 14:33:42,747 - mmaction - INFO - Epoch [63][3200/3757] lr: 1.000e-03, eta: 3 days, 3:27:15, time: 1.825, data_time: 0.534, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8555, loss_cls: 1.3784, loss: 1.3784, grad_norm: 7.5747 2020-08-03 14:34:22,544 - mmaction - INFO - Epoch [63][3220/3757] lr: 1.000e-03, eta: 3 days, 3:26:38, time: 1.997, data_time: 0.102, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8523, loss_cls: 1.3705, loss: 1.3705, grad_norm: 7.4669 2020-08-03 14:35:01,535 - mmaction - INFO - Epoch [63][3240/3757] lr: 1.000e-03, eta: 3 days, 3:25:59, time: 1.940, data_time: 0.019, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2938, loss: 1.2938, grad_norm: 7.5804 2020-08-03 14:35:38,815 - mmaction - INFO - Epoch [63][3260/3757] lr: 1.000e-03, eta: 3 days, 3:25:17, time: 1.872, data_time: 0.012, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8664, loss_cls: 1.3769, loss: 1.3769, grad_norm: 7.8651 2020-08-03 14:36:19,234 - mmaction - INFO - Epoch [63][3280/3757] lr: 1.000e-03, eta: 3 days, 3:24:41, time: 2.014, data_time: 0.184, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8719, loss_cls: 1.3595, loss: 1.3595, grad_norm: 7.7637 2020-08-03 14:37:01,256 - mmaction - INFO - Epoch [63][3300/3757] lr: 1.000e-03, eta: 3 days, 3:24:08, time: 2.109, data_time: 0.259, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8656, loss_cls: 1.3664, loss: 1.3664, grad_norm: 7.5750 2020-08-03 14:37:40,630 - mmaction - INFO - Epoch [63][3320/3757] lr: 1.000e-03, eta: 3 days, 3:23:29, time: 1.959, data_time: 0.019, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8672, loss_cls: 1.3139, loss: 1.3139, grad_norm: 7.6885 2020-08-03 14:38:15,935 - mmaction - INFO - Epoch [63][3340/3757] lr: 1.000e-03, eta: 3 days, 3:22:44, time: 1.774, data_time: 0.108, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.3354, loss: 1.3354, grad_norm: 7.6348 2020-08-03 14:38:56,334 - mmaction - INFO - Epoch [63][3360/3757] lr: 1.000e-03, eta: 3 days, 3:22:08, time: 2.017, data_time: 0.008, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3666, loss: 1.3666, grad_norm: 7.6013 2020-08-03 14:39:36,869 - mmaction - INFO - Epoch [63][3380/3757] lr: 1.000e-03, eta: 3 days, 3:21:32, time: 2.030, data_time: 0.020, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3325, loss: 1.3325, grad_norm: 7.5541 2020-08-03 14:40:17,693 - mmaction - INFO - Epoch [63][3400/3757] lr: 1.000e-03, eta: 3 days, 3:20:56, time: 2.037, data_time: 0.008, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8570, loss_cls: 1.3265, loss: 1.3265, grad_norm: 7.4505 2020-08-03 14:40:54,331 - mmaction - INFO - Epoch [63][3420/3757] lr: 1.000e-03, eta: 3 days, 3:20:13, time: 1.835, data_time: 0.010, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4205, loss: 1.4205, grad_norm: 7.7325 2020-08-03 14:41:35,488 - mmaction - INFO - Epoch [63][3440/3757] lr: 1.000e-03, eta: 3 days, 3:19:38, time: 2.056, data_time: 0.009, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.3948, loss: 1.3948, grad_norm: 7.6530 2020-08-03 14:42:11,758 - mmaction - INFO - Epoch [63][3460/3757] lr: 1.000e-03, eta: 3 days, 3:18:55, time: 1.815, data_time: 0.182, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8531, loss_cls: 1.3575, loss: 1.3575, grad_norm: 7.5232 2020-08-03 14:42:52,133 - mmaction - INFO - Epoch [63][3480/3757] lr: 1.000e-03, eta: 3 days, 3:18:18, time: 2.014, data_time: 0.010, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8602, loss_cls: 1.3119, loss: 1.3119, grad_norm: 7.5442 2020-08-03 14:43:28,620 - mmaction - INFO - Epoch [63][3500/3757] lr: 1.000e-03, eta: 3 days, 3:17:35, time: 1.831, data_time: 0.010, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.3770, loss: 1.3770, grad_norm: 7.5654 2020-08-03 14:44:08,712 - mmaction - INFO - Epoch [63][3520/3757] lr: 1.000e-03, eta: 3 days, 3:16:58, time: 2.003, data_time: 0.002, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3536, loss: 1.3536, grad_norm: 7.6150 2020-08-03 14:44:47,466 - mmaction - INFO - Epoch [63][3540/3757] lr: 1.000e-03, eta: 3 days, 3:16:19, time: 1.933, data_time: 0.009, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3575, loss: 1.3575, grad_norm: 7.7886 2020-08-03 14:45:29,741 - mmaction - INFO - Epoch [63][3560/3757] lr: 1.000e-03, eta: 3 days, 3:15:46, time: 2.118, data_time: 0.049, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.3202, loss: 1.3202, grad_norm: 7.7353 2020-08-03 14:46:11,443 - mmaction - INFO - Epoch [63][3580/3757] lr: 1.000e-03, eta: 3 days, 3:15:12, time: 2.085, data_time: 0.006, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8516, loss_cls: 1.4235, loss: 1.4235, grad_norm: 7.8106 2020-08-03 14:46:48,989 - mmaction - INFO - Epoch [63][3600/3757] lr: 1.000e-03, eta: 3 days, 3:14:31, time: 1.879, data_time: 0.010, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8492, loss_cls: 1.3964, loss: 1.3964, grad_norm: 7.7466 2020-08-03 14:47:25,249 - mmaction - INFO - Epoch [63][3620/3757] lr: 1.000e-03, eta: 3 days, 3:13:47, time: 1.808, data_time: 0.008, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.4328, loss: 1.4328, grad_norm: 7.8193 2020-08-03 14:48:02,318 - mmaction - INFO - Epoch [63][3640/3757] lr: 1.000e-03, eta: 3 days, 3:13:05, time: 1.860, data_time: 0.010, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3943, loss: 1.3943, grad_norm: 7.8299 2020-08-03 14:48:42,577 - mmaction - INFO - Epoch [63][3660/3757] lr: 1.000e-03, eta: 3 days, 3:12:28, time: 2.009, data_time: 0.007, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3477, loss: 1.3477, grad_norm: 7.3659 2020-08-03 14:49:21,820 - mmaction - INFO - Epoch [63][3680/3757] lr: 1.000e-03, eta: 3 days, 3:11:50, time: 1.966, data_time: 0.009, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8578, loss_cls: 1.3935, loss: 1.3935, grad_norm: 7.4613 2020-08-03 14:50:01,089 - mmaction - INFO - Epoch [63][3700/3757] lr: 1.000e-03, eta: 3 days, 3:11:12, time: 1.964, data_time: 0.195, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8578, loss_cls: 1.3255, loss: 1.3255, grad_norm: 7.4901 2020-08-03 14:50:39,524 - mmaction - INFO - Epoch [63][3720/3757] lr: 1.000e-03, eta: 3 days, 3:10:32, time: 1.920, data_time: 0.003, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8523, loss_cls: 1.3259, loss: 1.3259, grad_norm: 7.5984 2020-08-03 14:51:17,935 - mmaction - INFO - Epoch [63][3740/3757] lr: 1.000e-03, eta: 3 days, 3:09:52, time: 1.915, data_time: 0.010, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.3866, loss: 1.3866, grad_norm: 7.5505 2020-08-03 14:51:44,113 - mmaction - INFO - Saving checkpoint at 63 epochs 2020-08-03 14:52:42,638 - mmaction - INFO - Epoch [64][20/3757] lr: 1.000e-03, eta: 3 days, 3:08:12, time: 2.855, data_time: 1.196, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8688, loss_cls: 1.3149, loss: 1.3149, grad_norm: 7.6732 2020-08-03 14:53:20,912 - mmaction - INFO - Epoch [64][40/3757] lr: 1.000e-03, eta: 3 days, 3:07:32, time: 1.913, data_time: 0.495, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8812, loss_cls: 1.2253, loss: 1.2253, grad_norm: 7.4209 2020-08-03 14:54:01,482 - mmaction - INFO - Epoch [64][60/3757] lr: 1.000e-03, eta: 3 days, 3:06:56, time: 2.032, data_time: 1.450, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8680, loss_cls: 1.2862, loss: 1.2862, grad_norm: 7.4432 2020-08-03 14:57:05,909 - mmaction - INFO - Epoch [64][80/3757] lr: 1.000e-03, eta: 3 days, 3:10:46, time: 9.215, data_time: 8.343, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8656, loss_cls: 1.3102, loss: 1.3102, grad_norm: 7.5460 2020-08-03 14:57:45,926 - mmaction - INFO - Epoch [64][100/3757] lr: 1.000e-03, eta: 3 days, 3:10:09, time: 2.000, data_time: 0.349, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8508, loss_cls: 1.4030, loss: 1.4030, grad_norm: 7.5951 2020-08-03 14:58:24,994 - mmaction - INFO - Epoch [64][120/3757] lr: 1.000e-03, eta: 3 days, 3:09:30, time: 1.961, data_time: 0.033, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8570, loss_cls: 1.3327, loss: 1.3327, grad_norm: 7.5670 2020-08-03 14:59:05,706 - mmaction - INFO - Epoch [64][140/3757] lr: 1.000e-03, eta: 3 days, 3:08:54, time: 2.031, data_time: 0.008, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8492, loss_cls: 1.3896, loss: 1.3896, grad_norm: 7.8609 2020-08-03 14:59:45,339 - mmaction - INFO - Epoch [64][160/3757] lr: 1.000e-03, eta: 3 days, 3:08:17, time: 1.987, data_time: 0.010, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8516, loss_cls: 1.3439, loss: 1.3439, grad_norm: 7.5316 2020-08-03 15:00:22,805 - mmaction - INFO - Epoch [64][180/3757] lr: 1.000e-03, eta: 3 days, 3:07:34, time: 1.860, data_time: 0.004, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.2948, loss: 1.2948, grad_norm: 7.6169 2020-08-03 15:01:05,947 - mmaction - INFO - Epoch [64][200/3757] lr: 1.000e-03, eta: 3 days, 3:07:04, time: 2.171, data_time: 0.104, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3206, loss: 1.3206, grad_norm: 7.5932 2020-08-03 15:01:45,251 - mmaction - INFO - Epoch [64][220/3757] lr: 1.000e-03, eta: 3 days, 3:06:25, time: 1.956, data_time: 0.096, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.2672, loss: 1.2672, grad_norm: 7.5172 2020-08-03 15:02:23,543 - mmaction - INFO - Epoch [64][240/3757] lr: 1.000e-03, eta: 3 days, 3:05:45, time: 1.922, data_time: 0.018, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3419, loss: 1.3419, grad_norm: 7.5391 2020-08-03 15:03:02,694 - mmaction - INFO - Epoch [64][260/3757] lr: 1.000e-03, eta: 3 days, 3:05:06, time: 1.957, data_time: 0.010, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8555, loss_cls: 1.3621, loss: 1.3621, grad_norm: 7.8072 2020-08-03 15:03:41,635 - mmaction - INFO - Epoch [64][280/3757] lr: 1.000e-03, eta: 3 days, 3:04:27, time: 1.943, data_time: 0.005, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8625, loss_cls: 1.2514, loss: 1.2514, grad_norm: 7.4526 2020-08-03 15:04:21,019 - mmaction - INFO - Epoch [64][300/3757] lr: 1.000e-03, eta: 3 days, 3:03:49, time: 1.973, data_time: 0.206, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.2770, loss: 1.2770, grad_norm: 7.4503 2020-08-03 15:05:02,165 - mmaction - INFO - Epoch [64][320/3757] lr: 1.000e-03, eta: 3 days, 3:03:14, time: 2.056, data_time: 0.014, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8617, loss_cls: 1.3469, loss: 1.3469, grad_norm: 7.6335 2020-08-03 15:05:39,637 - mmaction - INFO - Epoch [64][340/3757] lr: 1.000e-03, eta: 3 days, 3:02:33, time: 1.876, data_time: 0.005, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.4344, loss: 1.4344, grad_norm: 7.6192 2020-08-03 15:06:19,682 - mmaction - INFO - Epoch [64][360/3757] lr: 1.000e-03, eta: 3 days, 3:01:55, time: 1.996, data_time: 0.040, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8680, loss_cls: 1.3447, loss: 1.3447, grad_norm: 7.6437 2020-08-03 15:06:57,082 - mmaction - INFO - Epoch [64][380/3757] lr: 1.000e-03, eta: 3 days, 3:01:14, time: 1.868, data_time: 0.077, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8672, loss_cls: 1.3123, loss: 1.3123, grad_norm: 7.4248 2020-08-03 15:07:33,482 - mmaction - INFO - Epoch [64][400/3757] lr: 1.000e-03, eta: 3 days, 3:00:30, time: 1.828, data_time: 0.150, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8680, loss_cls: 1.3455, loss: 1.3455, grad_norm: 7.7879 2020-08-03 15:08:13,223 - mmaction - INFO - Epoch [64][420/3757] lr: 1.000e-03, eta: 3 days, 2:59:52, time: 1.980, data_time: 0.010, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8578, loss_cls: 1.3472, loss: 1.3472, grad_norm: 7.6561 2020-08-03 15:08:51,289 - mmaction - INFO - Epoch [64][440/3757] lr: 1.000e-03, eta: 3 days, 2:59:12, time: 1.904, data_time: 0.009, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8617, loss_cls: 1.3025, loss: 1.3025, grad_norm: 7.3130 2020-08-03 15:09:30,552 - mmaction - INFO - Epoch [64][460/3757] lr: 1.000e-03, eta: 3 days, 2:58:34, time: 1.969, data_time: 0.011, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.3029, loss: 1.3029, grad_norm: 7.6632 2020-08-03 15:10:13,723 - mmaction - INFO - Epoch [64][480/3757] lr: 1.000e-03, eta: 3 days, 2:58:02, time: 2.159, data_time: 0.008, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8703, loss_cls: 1.2932, loss: 1.2932, grad_norm: 7.4062 2020-08-03 15:10:52,574 - mmaction - INFO - Epoch [64][500/3757] lr: 1.000e-03, eta: 3 days, 2:57:23, time: 1.942, data_time: 0.010, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8695, loss_cls: 1.3268, loss: 1.3268, grad_norm: 8.1142 2020-08-03 15:11:28,915 - mmaction - INFO - Epoch [64][520/3757] lr: 1.000e-03, eta: 3 days, 2:56:39, time: 1.811, data_time: 0.015, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8422, loss_cls: 1.3956, loss: 1.3956, grad_norm: 7.4370 2020-08-03 15:12:06,777 - mmaction - INFO - Epoch [64][540/3757] lr: 1.000e-03, eta: 3 days, 2:55:58, time: 1.899, data_time: 0.009, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3423, loss: 1.3423, grad_norm: 7.6798 2020-08-03 15:12:46,323 - mmaction - INFO - Epoch [64][560/3757] lr: 1.000e-03, eta: 3 days, 2:55:20, time: 1.969, data_time: 0.008, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.2770, loss: 1.2770, grad_norm: 7.4908 2020-08-03 15:13:26,123 - mmaction - INFO - Epoch [64][580/3757] lr: 1.000e-03, eta: 3 days, 2:54:43, time: 1.999, data_time: 0.012, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8609, loss_cls: 1.3507, loss: 1.3507, grad_norm: 7.7040 2020-08-03 15:14:02,335 - mmaction - INFO - Epoch [64][600/3757] lr: 1.000e-03, eta: 3 days, 2:53:59, time: 1.809, data_time: 0.002, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8484, loss_cls: 1.4433, loss: 1.4433, grad_norm: 8.1170 2020-08-03 15:14:39,436 - mmaction - INFO - Epoch [64][620/3757] lr: 1.000e-03, eta: 3 days, 2:53:17, time: 1.855, data_time: 0.009, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8500, loss_cls: 1.3722, loss: 1.3722, grad_norm: 7.7420 2020-08-03 15:15:19,589 - mmaction - INFO - Epoch [64][640/3757] lr: 1.000e-03, eta: 3 days, 2:52:40, time: 2.001, data_time: 0.282, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8594, loss_cls: 1.3703, loss: 1.3703, grad_norm: 7.8776 2020-08-03 15:15:57,753 - mmaction - INFO - Epoch [64][660/3757] lr: 1.000e-03, eta: 3 days, 2:52:00, time: 1.916, data_time: 0.107, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.2149, loss: 1.2149, grad_norm: 7.4771 2020-08-03 15:16:37,278 - mmaction - INFO - Epoch [64][680/3757] lr: 1.000e-03, eta: 3 days, 2:51:21, time: 1.973, data_time: 0.008, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8773, loss_cls: 1.2694, loss: 1.2694, grad_norm: 7.8300 2020-08-03 15:17:17,648 - mmaction - INFO - Epoch [64][700/3757] lr: 1.000e-03, eta: 3 days, 2:50:45, time: 2.023, data_time: 0.009, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.3045, loss: 1.3045, grad_norm: 7.4939 2020-08-03 15:17:57,556 - mmaction - INFO - Epoch [64][720/3757] lr: 1.000e-03, eta: 3 days, 2:50:08, time: 1.985, data_time: 0.612, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.3872, loss: 1.3872, grad_norm: 8.1442 2020-08-03 15:18:39,394 - mmaction - INFO - Epoch [64][740/3757] lr: 1.000e-03, eta: 3 days, 2:49:34, time: 2.102, data_time: 1.520, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8438, loss_cls: 1.4350, loss: 1.4350, grad_norm: 7.8415 2020-08-03 15:19:16,220 - mmaction - INFO - Epoch [64][760/3757] lr: 1.000e-03, eta: 3 days, 2:48:51, time: 1.841, data_time: 1.153, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8562, loss_cls: 1.3889, loss: 1.3889, grad_norm: 8.0982 2020-08-03 15:19:56,203 - mmaction - INFO - Epoch [64][780/3757] lr: 1.000e-03, eta: 3 days, 2:48:14, time: 1.993, data_time: 1.364, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.3416, loss: 1.3416, grad_norm: 7.7591 2020-08-03 15:20:34,336 - mmaction - INFO - Epoch [64][800/3757] lr: 1.000e-03, eta: 3 days, 2:47:34, time: 1.913, data_time: 0.927, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8594, loss_cls: 1.3812, loss: 1.3812, grad_norm: 7.7437 2020-08-03 15:21:15,929 - mmaction - INFO - Epoch [64][820/3757] lr: 1.000e-03, eta: 3 days, 2:47:00, time: 2.079, data_time: 0.476, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8727, loss_cls: 1.3001, loss: 1.3001, grad_norm: 7.7142 2020-08-03 15:21:54,811 - mmaction - INFO - Epoch [64][840/3757] lr: 1.000e-03, eta: 3 days, 2:46:20, time: 1.944, data_time: 0.158, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8508, loss_cls: 1.4506, loss: 1.4506, grad_norm: 7.9135 2020-08-03 15:22:34,357 - mmaction - INFO - Epoch [64][860/3757] lr: 1.000e-03, eta: 3 days, 2:45:42, time: 1.970, data_time: 0.347, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8633, loss_cls: 1.3124, loss: 1.3124, grad_norm: 7.6066 2020-08-03 15:23:14,282 - mmaction - INFO - Epoch [64][880/3757] lr: 1.000e-03, eta: 3 days, 2:45:05, time: 2.002, data_time: 1.082, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8727, loss_cls: 1.3032, loss: 1.3032, grad_norm: 7.4886 2020-08-03 15:23:51,362 - mmaction - INFO - Epoch [64][900/3757] lr: 1.000e-03, eta: 3 days, 2:44:23, time: 1.856, data_time: 0.352, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3589, loss: 1.3589, grad_norm: 7.5206 2020-08-03 15:24:30,347 - mmaction - INFO - Epoch [64][920/3757] lr: 1.000e-03, eta: 3 days, 2:43:44, time: 1.942, data_time: 0.868, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.3164, loss: 1.3164, grad_norm: 7.4914 2020-08-03 15:25:10,147 - mmaction - INFO - Epoch [64][940/3757] lr: 1.000e-03, eta: 3 days, 2:43:07, time: 1.998, data_time: 1.322, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8586, loss_cls: 1.3643, loss: 1.3643, grad_norm: 7.7199 2020-08-03 15:25:45,114 - mmaction - INFO - Epoch [64][960/3757] lr: 1.000e-03, eta: 3 days, 2:42:20, time: 1.748, data_time: 1.168, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.3531, loss: 1.3531, grad_norm: 7.8399 2020-08-03 15:26:28,432 - mmaction - INFO - Epoch [64][980/3757] lr: 1.000e-03, eta: 3 days, 2:41:49, time: 2.163, data_time: 1.467, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8344, loss_cls: 1.4865, loss: 1.4865, grad_norm: 8.2133 2020-08-03 15:27:05,849 - mmaction - INFO - Epoch [64][1000/3757] lr: 1.000e-03, eta: 3 days, 2:41:07, time: 1.870, data_time: 1.117, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8680, loss_cls: 1.3341, loss: 1.3341, grad_norm: 7.5398 2020-08-03 15:27:45,799 - mmaction - INFO - Epoch [64][1020/3757] lr: 1.000e-03, eta: 3 days, 2:40:30, time: 1.999, data_time: 0.502, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8586, loss_cls: 1.4054, loss: 1.4054, grad_norm: 7.9763 2020-08-03 15:28:22,775 - mmaction - INFO - Epoch [64][1040/3757] lr: 1.000e-03, eta: 3 days, 2:39:48, time: 1.848, data_time: 0.871, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8688, loss_cls: 1.3050, loss: 1.3050, grad_norm: 7.6577 2020-08-03 15:29:06,315 - mmaction - INFO - Epoch [64][1060/3757] lr: 1.000e-03, eta: 3 days, 2:39:17, time: 2.173, data_time: 1.233, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8664, loss_cls: 1.3356, loss: 1.3356, grad_norm: 7.7030 2020-08-03 15:29:44,840 - mmaction - INFO - Epoch [64][1080/3757] lr: 1.000e-03, eta: 3 days, 2:38:37, time: 1.933, data_time: 1.026, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8602, loss_cls: 1.2415, loss: 1.2415, grad_norm: 7.3194 2020-08-03 15:30:23,283 - mmaction - INFO - Epoch [64][1100/3757] lr: 1.000e-03, eta: 3 days, 2:37:57, time: 1.914, data_time: 1.343, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8500, loss_cls: 1.4571, loss: 1.4571, grad_norm: 7.8154 2020-08-03 15:31:04,675 - mmaction - INFO - Epoch [64][1120/3757] lr: 1.000e-03, eta: 3 days, 2:37:23, time: 2.077, data_time: 1.483, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8609, loss_cls: 1.3882, loss: 1.3882, grad_norm: 7.8100 2020-08-03 15:31:39,777 - mmaction - INFO - Epoch [64][1140/3757] lr: 1.000e-03, eta: 3 days, 2:36:37, time: 1.756, data_time: 1.182, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8578, loss_cls: 1.3402, loss: 1.3402, grad_norm: 7.4841 2020-08-03 15:32:23,861 - mmaction - INFO - Epoch [64][1160/3757] lr: 1.000e-03, eta: 3 days, 2:36:07, time: 2.204, data_time: 1.534, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.4127, loss: 1.4127, grad_norm: 7.6752 2020-08-03 15:33:02,763 - mmaction - INFO - Epoch [64][1180/3757] lr: 1.000e-03, eta: 3 days, 2:35:28, time: 1.935, data_time: 1.370, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.3992, loss: 1.3992, grad_norm: 7.5787 2020-08-03 15:33:39,621 - mmaction - INFO - Epoch [64][1200/3757] lr: 1.000e-03, eta: 3 days, 2:34:45, time: 1.844, data_time: 1.280, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.3272, loss: 1.3272, grad_norm: 7.7175 2020-08-03 15:34:18,426 - mmaction - INFO - Epoch [64][1220/3757] lr: 1.000e-03, eta: 3 days, 2:34:06, time: 1.948, data_time: 1.254, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8516, loss_cls: 1.3318, loss: 1.3318, grad_norm: 7.5844 2020-08-03 15:34:59,277 - mmaction - INFO - Epoch [64][1240/3757] lr: 1.000e-03, eta: 3 days, 2:33:31, time: 2.042, data_time: 1.269, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8438, loss_cls: 1.4558, loss: 1.4558, grad_norm: 7.9722 2020-08-03 15:35:36,374 - mmaction - INFO - Epoch [64][1260/3757] lr: 1.000e-03, eta: 3 days, 2:32:48, time: 1.854, data_time: 1.293, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.3439, loss: 1.3439, grad_norm: 7.9163 2020-08-03 15:36:16,670 - mmaction - INFO - Epoch [64][1280/3757] lr: 1.000e-03, eta: 3 days, 2:32:11, time: 2.010, data_time: 1.206, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8555, loss_cls: 1.3741, loss: 1.3741, grad_norm: 7.8924 2020-08-03 15:36:52,292 - mmaction - INFO - Epoch [64][1300/3757] lr: 1.000e-03, eta: 3 days, 2:31:27, time: 1.788, data_time: 1.029, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3060, loss: 1.3060, grad_norm: 7.7843 2020-08-03 15:37:31,676 - mmaction - INFO - Epoch [64][1320/3757] lr: 1.000e-03, eta: 3 days, 2:30:48, time: 1.961, data_time: 0.363, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3918, loss: 1.3918, grad_norm: 7.9829 2020-08-03 15:38:09,175 - mmaction - INFO - Epoch [64][1340/3757] lr: 1.000e-03, eta: 3 days, 2:30:07, time: 1.882, data_time: 0.027, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8461, loss_cls: 1.5003, loss: 1.5003, grad_norm: 8.1918 2020-08-03 15:38:48,512 - mmaction - INFO - Epoch [64][1360/3757] lr: 1.000e-03, eta: 3 days, 2:29:28, time: 1.957, data_time: 0.008, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8375, loss_cls: 1.5093, loss: 1.5093, grad_norm: 7.9857 2020-08-03 15:39:24,963 - mmaction - INFO - Epoch [64][1380/3757] lr: 1.000e-03, eta: 3 days, 2:28:45, time: 1.833, data_time: 0.012, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.3873, loss: 1.3873, grad_norm: 7.6267 2020-08-03 15:40:05,336 - mmaction - INFO - Epoch [64][1400/3757] lr: 1.000e-03, eta: 3 days, 2:28:09, time: 2.017, data_time: 0.010, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8516, loss_cls: 1.4198, loss: 1.4198, grad_norm: 7.9782 2020-08-03 15:40:43,628 - mmaction - INFO - Epoch [64][1420/3757] lr: 1.000e-03, eta: 3 days, 2:27:28, time: 1.915, data_time: 0.004, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8688, loss_cls: 1.2949, loss: 1.2949, grad_norm: 7.6707 2020-08-03 15:41:23,404 - mmaction - INFO - Epoch [64][1440/3757] lr: 1.000e-03, eta: 3 days, 2:26:51, time: 1.983, data_time: 0.010, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8617, loss_cls: 1.3218, loss: 1.3218, grad_norm: 7.6649 2020-08-03 15:42:00,974 - mmaction - INFO - Epoch [64][1460/3757] lr: 1.000e-03, eta: 3 days, 2:26:10, time: 1.885, data_time: 0.011, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3896, loss: 1.3896, grad_norm: 7.8089 2020-08-03 15:42:41,921 - mmaction - INFO - Epoch [64][1480/3757] lr: 1.000e-03, eta: 3 days, 2:25:34, time: 2.045, data_time: 0.006, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8625, loss_cls: 1.3477, loss: 1.3477, grad_norm: 7.5613 2020-08-03 15:43:23,536 - mmaction - INFO - Epoch [64][1500/3757] lr: 1.000e-03, eta: 3 days, 2:25:00, time: 2.082, data_time: 0.038, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8688, loss_cls: 1.2904, loss: 1.2904, grad_norm: 7.4849 2020-08-03 15:44:02,298 - mmaction - INFO - Epoch [64][1520/3757] lr: 1.000e-03, eta: 3 days, 2:24:21, time: 1.938, data_time: 0.005, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8578, loss_cls: 1.3516, loss: 1.3516, grad_norm: 7.8214 2020-08-03 15:44:42,706 - mmaction - INFO - Epoch [64][1540/3757] lr: 1.000e-03, eta: 3 days, 2:23:44, time: 2.019, data_time: 0.009, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.4079, loss: 1.4079, grad_norm: 7.8135 2020-08-03 15:45:19,641 - mmaction - INFO - Epoch [64][1560/3757] lr: 1.000e-03, eta: 3 days, 2:23:01, time: 1.846, data_time: 0.008, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8609, loss_cls: 1.3542, loss: 1.3542, grad_norm: 7.8598 2020-08-03 15:46:01,825 - mmaction - INFO - Epoch [64][1580/3757] lr: 1.000e-03, eta: 3 days, 2:22:28, time: 2.112, data_time: 0.007, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8523, loss_cls: 1.3644, loss: 1.3644, grad_norm: 7.6808 2020-08-03 15:46:37,737 - mmaction - INFO - Epoch [64][1600/3757] lr: 1.000e-03, eta: 3 days, 2:21:44, time: 1.796, data_time: 0.008, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8602, loss_cls: 1.3615, loss: 1.3615, grad_norm: 7.6498 2020-08-03 15:47:21,084 - mmaction - INFO - Epoch [64][1620/3757] lr: 1.000e-03, eta: 3 days, 2:21:13, time: 2.168, data_time: 0.009, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.3967, loss: 1.3967, grad_norm: 7.8625 2020-08-03 15:48:01,069 - mmaction - INFO - Epoch [64][1640/3757] lr: 1.000e-03, eta: 3 days, 2:20:36, time: 1.996, data_time: 0.002, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8781, loss_cls: 1.2554, loss: 1.2554, grad_norm: 7.5286 2020-08-03 15:48:40,209 - mmaction - INFO - Epoch [64][1660/3757] lr: 1.000e-03, eta: 3 days, 2:19:57, time: 1.960, data_time: 0.010, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8859, loss_cls: 1.2392, loss: 1.2392, grad_norm: 7.4881 2020-08-03 15:49:17,994 - mmaction - INFO - Epoch [64][1680/3757] lr: 1.000e-03, eta: 3 days, 2:19:16, time: 1.884, data_time: 0.012, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8531, loss_cls: 1.4045, loss: 1.4045, grad_norm: 8.0877 2020-08-03 15:49:58,115 - mmaction - INFO - Epoch [64][1700/3757] lr: 1.000e-03, eta: 3 days, 2:18:39, time: 2.003, data_time: 0.013, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8461, loss_cls: 1.4473, loss: 1.4473, grad_norm: 8.2196 2020-08-03 15:50:35,715 - mmaction - INFO - Epoch [64][1720/3757] lr: 1.000e-03, eta: 3 days, 2:17:58, time: 1.889, data_time: 0.011, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.2669, loss: 1.2669, grad_norm: 7.4650 2020-08-03 15:51:16,586 - mmaction - INFO - Epoch [64][1740/3757] lr: 1.000e-03, eta: 3 days, 2:17:22, time: 2.039, data_time: 0.008, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2922, loss: 1.2922, grad_norm: 7.6509 2020-08-03 15:51:53,607 - mmaction - INFO - Epoch [64][1760/3757] lr: 1.000e-03, eta: 3 days, 2:16:40, time: 1.854, data_time: 0.008, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.4430, loss: 1.4430, grad_norm: 8.1145 2020-08-03 15:52:33,933 - mmaction - INFO - Epoch [64][1780/3757] lr: 1.000e-03, eta: 3 days, 2:16:03, time: 2.013, data_time: 0.004, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8734, loss_cls: 1.2615, loss: 1.2615, grad_norm: 7.4194 2020-08-03 15:53:12,200 - mmaction - INFO - Epoch [64][1800/3757] lr: 1.000e-03, eta: 3 days, 2:15:23, time: 1.916, data_time: 0.010, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8625, loss_cls: 1.3263, loss: 1.3263, grad_norm: 7.8653 2020-08-03 15:53:54,587 - mmaction - INFO - Epoch [64][1820/3757] lr: 1.000e-03, eta: 3 days, 2:14:50, time: 2.116, data_time: 0.022, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.3377, loss: 1.3377, grad_norm: 7.8902 2020-08-03 15:54:30,061 - mmaction - INFO - Epoch [64][1840/3757] lr: 1.000e-03, eta: 3 days, 2:14:05, time: 1.776, data_time: 0.523, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.2826, loss: 1.2826, grad_norm: 7.7228 2020-08-03 15:55:11,609 - mmaction - INFO - Epoch [64][1860/3757] lr: 1.000e-03, eta: 3 days, 2:13:30, time: 2.069, data_time: 1.380, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3671, loss: 1.3671, grad_norm: 7.7509 2020-08-03 15:55:47,925 - mmaction - INFO - Epoch [64][1880/3757] lr: 1.000e-03, eta: 3 days, 2:12:47, time: 1.826, data_time: 0.302, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3576, loss: 1.3576, grad_norm: 7.6958 2020-08-03 15:56:28,145 - mmaction - INFO - Epoch [64][1900/3757] lr: 1.000e-03, eta: 3 days, 2:12:10, time: 2.009, data_time: 0.413, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.3657, loss: 1.3657, grad_norm: 7.7941 2020-08-03 15:57:07,702 - mmaction - INFO - Epoch [64][1920/3757] lr: 1.000e-03, eta: 3 days, 2:11:32, time: 1.980, data_time: 0.570, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8734, loss_cls: 1.2838, loss: 1.2838, grad_norm: 7.5042 2020-08-03 15:57:46,372 - mmaction - INFO - Epoch [64][1940/3757] lr: 1.000e-03, eta: 3 days, 2:10:53, time: 1.931, data_time: 0.043, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8523, loss_cls: 1.3502, loss: 1.3502, grad_norm: 7.7477 2020-08-03 15:58:28,644 - mmaction - INFO - Epoch [64][1960/3757] lr: 1.000e-03, eta: 3 days, 2:10:20, time: 2.116, data_time: 0.294, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8523, loss_cls: 1.3964, loss: 1.3964, grad_norm: 7.7223 2020-08-03 15:59:05,862 - mmaction - INFO - Epoch [64][1980/3757] lr: 1.000e-03, eta: 3 days, 2:09:37, time: 1.857, data_time: 0.007, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8555, loss_cls: 1.3830, loss: 1.3830, grad_norm: 7.7864 2020-08-03 15:59:45,640 - mmaction - INFO - Epoch [64][2000/3757] lr: 1.000e-03, eta: 3 days, 2:09:00, time: 1.991, data_time: 0.006, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.3507, loss: 1.3507, grad_norm: 7.5989 2020-08-03 16:00:20,991 - mmaction - INFO - Epoch [64][2020/3757] lr: 1.000e-03, eta: 3 days, 2:08:14, time: 1.755, data_time: 0.110, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8539, loss_cls: 1.4057, loss: 1.4057, grad_norm: 7.7652 2020-08-03 16:01:04,323 - mmaction - INFO - Epoch [64][2040/3757] lr: 1.000e-03, eta: 3 days, 2:07:43, time: 2.179, data_time: 0.099, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8406, loss_cls: 1.4619, loss: 1.4619, grad_norm: 7.8480 2020-08-03 16:01:42,355 - mmaction - INFO - Epoch [64][2060/3757] lr: 1.000e-03, eta: 3 days, 2:07:03, time: 1.899, data_time: 0.009, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8695, loss_cls: 1.3882, loss: 1.3882, grad_norm: 8.1211 2020-08-03 16:02:22,959 - mmaction - INFO - Epoch [64][2080/3757] lr: 1.000e-03, eta: 3 days, 2:06:27, time: 2.031, data_time: 0.007, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.3312, loss: 1.3312, grad_norm: 7.7908 2020-08-03 16:03:02,296 - mmaction - INFO - Epoch [64][2100/3757] lr: 1.000e-03, eta: 3 days, 2:05:48, time: 1.961, data_time: 0.005, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.3937, loss: 1.3937, grad_norm: 7.8727 2020-08-03 16:03:40,560 - mmaction - INFO - Epoch [64][2120/3757] lr: 1.000e-03, eta: 3 days, 2:05:08, time: 1.916, data_time: 0.141, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8570, loss_cls: 1.3608, loss: 1.3608, grad_norm: 7.8387 2020-08-03 16:04:17,632 - mmaction - INFO - Epoch [64][2140/3757] lr: 1.000e-03, eta: 3 days, 2:04:26, time: 1.857, data_time: 0.060, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.3934, loss: 1.3934, grad_norm: 7.6205 2020-08-03 16:04:56,591 - mmaction - INFO - Epoch [64][2160/3757] lr: 1.000e-03, eta: 3 days, 2:03:47, time: 1.951, data_time: 0.290, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8484, loss_cls: 1.3753, loss: 1.3753, grad_norm: 7.6998 2020-08-03 16:05:35,495 - mmaction - INFO - Epoch [64][2180/3757] lr: 1.000e-03, eta: 3 days, 2:03:08, time: 1.945, data_time: 0.023, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8430, loss_cls: 1.4773, loss: 1.4773, grad_norm: 7.9632 2020-08-03 16:06:13,261 - mmaction - INFO - Epoch [64][2200/3757] lr: 1.000e-03, eta: 3 days, 2:02:27, time: 1.888, data_time: 0.008, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8617, loss_cls: 1.4076, loss: 1.4076, grad_norm: 7.8553 2020-08-03 16:06:52,759 - mmaction - INFO - Epoch [64][2220/3757] lr: 1.000e-03, eta: 3 days, 2:01:49, time: 1.974, data_time: 0.003, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8594, loss_cls: 1.3501, loss: 1.3501, grad_norm: 7.4443 2020-08-03 16:07:30,488 - mmaction - INFO - Epoch [64][2240/3757] lr: 1.000e-03, eta: 3 days, 2:01:07, time: 1.886, data_time: 0.009, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8680, loss_cls: 1.3475, loss: 1.3475, grad_norm: 7.6097 2020-08-03 16:08:09,580 - mmaction - INFO - Epoch [64][2260/3757] lr: 1.000e-03, eta: 3 days, 2:00:28, time: 1.950, data_time: 0.010, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8516, loss_cls: 1.3996, loss: 1.3996, grad_norm: 7.9334 2020-08-03 16:08:54,580 - mmaction - INFO - Epoch [64][2280/3757] lr: 1.000e-03, eta: 3 days, 2:00:00, time: 2.256, data_time: 0.010, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8539, loss_cls: 1.4193, loss: 1.4193, grad_norm: 7.8968 2020-08-03 16:09:32,343 - mmaction - INFO - Epoch [64][2300/3757] lr: 1.000e-03, eta: 3 days, 1:59:19, time: 1.886, data_time: 0.007, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3990, loss: 1.3990, grad_norm: 7.9354 2020-08-03 16:10:10,140 - mmaction - INFO - Epoch [64][2320/3757] lr: 1.000e-03, eta: 3 days, 1:58:38, time: 1.892, data_time: 0.018, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.3830, loss: 1.3830, grad_norm: 7.8505 2020-08-03 16:10:47,533 - mmaction - INFO - Epoch [64][2340/3757] lr: 1.000e-03, eta: 3 days, 1:57:57, time: 1.869, data_time: 0.030, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3650, loss: 1.3650, grad_norm: 7.5055 2020-08-03 16:11:30,036 - mmaction - INFO - Epoch [64][2360/3757] lr: 1.000e-03, eta: 3 days, 1:57:24, time: 2.121, data_time: 0.308, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3427, loss: 1.3427, grad_norm: 7.8463 2020-08-03 16:12:06,995 - mmaction - INFO - Epoch [64][2380/3757] lr: 1.000e-03, eta: 3 days, 1:56:41, time: 1.845, data_time: 0.267, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8609, loss_cls: 1.3228, loss: 1.3228, grad_norm: 7.7087 2020-08-03 16:12:46,082 - mmaction - INFO - Epoch [64][2400/3757] lr: 1.000e-03, eta: 3 days, 1:56:02, time: 1.955, data_time: 0.914, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8641, loss_cls: 1.3286, loss: 1.3286, grad_norm: 7.6063 2020-08-03 16:13:25,313 - mmaction - INFO - Epoch [64][2420/3757] lr: 1.000e-03, eta: 3 days, 1:55:24, time: 1.966, data_time: 1.317, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8844, loss_cls: 1.2836, loss: 1.2836, grad_norm: 7.6201 2020-08-03 16:14:01,289 - mmaction - INFO - Epoch [64][2440/3757] lr: 1.000e-03, eta: 3 days, 1:54:40, time: 1.803, data_time: 1.215, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.4452, loss: 1.4452, grad_norm: 7.7535 2020-08-03 16:14:39,870 - mmaction - INFO - Epoch [64][2460/3757] lr: 1.000e-03, eta: 3 days, 1:54:00, time: 1.922, data_time: 1.135, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8664, loss_cls: 1.3144, loss: 1.3144, grad_norm: 7.5406 2020-08-03 16:15:18,423 - mmaction - INFO - Epoch [64][2480/3757] lr: 1.000e-03, eta: 3 days, 1:53:20, time: 1.932, data_time: 0.862, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2288, loss: 1.2288, grad_norm: 7.4033 2020-08-03 16:15:55,540 - mmaction - INFO - Epoch [64][2500/3757] lr: 1.000e-03, eta: 3 days, 1:52:38, time: 1.857, data_time: 0.778, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8531, loss_cls: 1.4532, loss: 1.4532, grad_norm: 7.8694 2020-08-03 16:16:34,200 - mmaction - INFO - Epoch [64][2520/3757] lr: 1.000e-03, eta: 3 days, 1:51:59, time: 1.928, data_time: 1.026, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3368, loss: 1.3368, grad_norm: 7.5977 2020-08-03 16:17:14,926 - mmaction - INFO - Epoch [64][2540/3757] lr: 1.000e-03, eta: 3 days, 1:51:23, time: 2.038, data_time: 1.435, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3686, loss: 1.3686, grad_norm: 7.6760 2020-08-03 16:17:54,442 - mmaction - INFO - Epoch [64][2560/3757] lr: 1.000e-03, eta: 3 days, 1:50:45, time: 1.977, data_time: 0.885, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8523, loss_cls: 1.3791, loss: 1.3791, grad_norm: 7.7102 2020-08-03 16:18:31,718 - mmaction - INFO - Epoch [64][2580/3757] lr: 1.000e-03, eta: 3 days, 1:50:03, time: 1.864, data_time: 0.050, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8438, loss_cls: 1.3833, loss: 1.3833, grad_norm: 7.6698 2020-08-03 16:19:11,996 - mmaction - INFO - Epoch [64][2600/3757] lr: 1.000e-03, eta: 3 days, 1:49:26, time: 2.015, data_time: 0.438, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.3427, loss: 1.3427, grad_norm: 7.6560 2020-08-03 16:19:48,139 - mmaction - INFO - Epoch [64][2620/3757] lr: 1.000e-03, eta: 3 days, 1:48:42, time: 1.805, data_time: 0.009, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3513, loss: 1.3513, grad_norm: 7.5949 2020-08-03 16:20:25,078 - mmaction - INFO - Epoch [64][2640/3757] lr: 1.000e-03, eta: 3 days, 1:48:00, time: 1.851, data_time: 0.009, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8734, loss_cls: 1.3402, loss: 1.3402, grad_norm: 7.9144 2020-08-03 16:21:04,897 - mmaction - INFO - Epoch [64][2660/3757] lr: 1.000e-03, eta: 3 days, 1:47:22, time: 1.991, data_time: 0.003, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8750, loss_cls: 1.3001, loss: 1.3001, grad_norm: 7.6304 2020-08-03 16:21:44,484 - mmaction - INFO - Epoch [64][2680/3757] lr: 1.000e-03, eta: 3 days, 1:46:44, time: 1.973, data_time: 0.134, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8641, loss_cls: 1.3044, loss: 1.3044, grad_norm: 7.4563 2020-08-03 16:22:25,815 - mmaction - INFO - Epoch [64][2700/3757] lr: 1.000e-03, eta: 3 days, 1:46:09, time: 2.066, data_time: 0.443, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8516, loss_cls: 1.4574, loss: 1.4574, grad_norm: 8.0242 2020-08-03 16:23:02,698 - mmaction - INFO - Epoch [64][2720/3757] lr: 1.000e-03, eta: 3 days, 1:45:27, time: 1.844, data_time: 0.041, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8750, loss_cls: 1.2749, loss: 1.2749, grad_norm: 7.5243 2020-08-03 16:23:41,609 - mmaction - INFO - Epoch [64][2740/3757] lr: 1.000e-03, eta: 3 days, 1:44:48, time: 1.949, data_time: 0.010, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8422, loss_cls: 1.3843, loss: 1.3843, grad_norm: 7.7669 2020-08-03 16:24:23,404 - mmaction - INFO - Epoch [64][2760/3757] lr: 1.000e-03, eta: 3 days, 1:44:14, time: 2.093, data_time: 0.015, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8625, loss_cls: 1.3029, loss: 1.3029, grad_norm: 7.5494 2020-08-03 16:24:59,209 - mmaction - INFO - Epoch [64][2780/3757] lr: 1.000e-03, eta: 3 days, 1:43:30, time: 1.791, data_time: 0.026, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.3601, loss: 1.3601, grad_norm: 7.6695 2020-08-03 16:25:39,722 - mmaction - INFO - Epoch [64][2800/3757] lr: 1.000e-03, eta: 3 days, 1:42:53, time: 2.025, data_time: 0.178, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3431, loss: 1.3431, grad_norm: 7.7026 2020-08-03 16:26:20,423 - mmaction - INFO - Epoch [64][2820/3757] lr: 1.000e-03, eta: 3 days, 1:42:17, time: 2.027, data_time: 0.009, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8680, loss_cls: 1.3397, loss: 1.3397, grad_norm: 7.7801 2020-08-03 16:26:57,840 - mmaction - INFO - Epoch [64][2840/3757] lr: 1.000e-03, eta: 3 days, 1:41:36, time: 1.878, data_time: 0.011, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8484, loss_cls: 1.3912, loss: 1.3912, grad_norm: 7.7305 2020-08-03 16:27:39,021 - mmaction - INFO - Epoch [64][2860/3757] lr: 1.000e-03, eta: 3 days, 1:41:01, time: 2.060, data_time: 0.008, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.3961, loss: 1.3961, grad_norm: 7.7359 2020-08-03 16:28:14,888 - mmaction - INFO - Epoch [64][2880/3757] lr: 1.000e-03, eta: 3 days, 1:40:16, time: 1.793, data_time: 0.002, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.3235, loss: 1.3235, grad_norm: 7.5018 2020-08-03 16:28:59,251 - mmaction - INFO - Epoch [64][2900/3757] lr: 1.000e-03, eta: 3 days, 1:39:46, time: 2.215, data_time: 0.012, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2542, loss: 1.2542, grad_norm: 7.6303 2020-08-03 16:29:35,068 - mmaction - INFO - Epoch [64][2920/3757] lr: 1.000e-03, eta: 3 days, 1:39:02, time: 1.784, data_time: 0.009, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8570, loss_cls: 1.3736, loss: 1.3736, grad_norm: 7.7878 2020-08-03 16:30:11,990 - mmaction - INFO - Epoch [64][2940/3757] lr: 1.000e-03, eta: 3 days, 1:38:19, time: 1.852, data_time: 0.012, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8547, loss_cls: 1.3669, loss: 1.3669, grad_norm: 7.8699 2020-08-03 16:30:51,181 - mmaction - INFO - Epoch [64][2960/3757] lr: 1.000e-03, eta: 3 days, 1:37:41, time: 1.959, data_time: 0.009, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3383, loss: 1.3383, grad_norm: 7.5761 2020-08-03 16:31:31,860 - mmaction - INFO - Epoch [64][2980/3757] lr: 1.000e-03, eta: 3 days, 1:37:05, time: 2.038, data_time: 0.007, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8508, loss_cls: 1.4596, loss: 1.4596, grad_norm: 8.2640 2020-08-03 16:32:10,143 - mmaction - INFO - Epoch [64][3000/3757] lr: 1.000e-03, eta: 3 days, 1:36:25, time: 1.913, data_time: 0.119, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8711, loss_cls: 1.2932, loss: 1.2932, grad_norm: 7.5449 2020-08-03 16:32:47,565 - mmaction - INFO - Epoch [64][3020/3757] lr: 1.000e-03, eta: 3 days, 1:35:43, time: 1.868, data_time: 0.534, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.4527, loss: 1.4527, grad_norm: 7.8426 2020-08-03 16:33:27,916 - mmaction - INFO - Epoch [64][3040/3757] lr: 1.000e-03, eta: 3 days, 1:35:07, time: 2.022, data_time: 0.043, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8609, loss_cls: 1.3663, loss: 1.3663, grad_norm: 7.8991 2020-08-03 16:34:08,655 - mmaction - INFO - Epoch [64][3060/3757] lr: 1.000e-03, eta: 3 days, 1:34:31, time: 2.036, data_time: 0.008, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2932, loss: 1.2932, grad_norm: 7.4698 2020-08-03 16:34:47,217 - mmaction - INFO - Epoch [64][3080/3757] lr: 1.000e-03, eta: 3 days, 1:33:51, time: 1.928, data_time: 0.009, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8445, loss_cls: 1.3921, loss: 1.3921, grad_norm: 7.5617 2020-08-03 16:35:25,248 - mmaction - INFO - Epoch [64][3100/3757] lr: 1.000e-03, eta: 3 days, 1:33:10, time: 1.895, data_time: 0.008, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8750, loss_cls: 1.2893, loss: 1.2893, grad_norm: 7.6868 2020-08-03 16:36:04,042 - mmaction - INFO - Epoch [64][3120/3757] lr: 1.000e-03, eta: 3 days, 1:32:31, time: 1.938, data_time: 0.061, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8570, loss_cls: 1.3555, loss: 1.3555, grad_norm: 7.8647 2020-08-03 16:36:45,191 - mmaction - INFO - Epoch [64][3140/3757] lr: 1.000e-03, eta: 3 days, 1:31:56, time: 2.065, data_time: 0.031, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8719, loss_cls: 1.3259, loss: 1.3259, grad_norm: 7.8169 2020-08-03 16:37:22,903 - mmaction - INFO - Epoch [64][3160/3757] lr: 1.000e-03, eta: 3 days, 1:31:15, time: 1.886, data_time: 0.078, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4319, loss: 1.4319, grad_norm: 7.8908 2020-08-03 16:38:01,979 - mmaction - INFO - Epoch [64][3180/3757] lr: 1.000e-03, eta: 3 days, 1:30:36, time: 1.952, data_time: 0.324, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.4148, loss: 1.4148, grad_norm: 7.9507 2020-08-03 16:38:41,732 - mmaction - INFO - Epoch [64][3200/3757] lr: 1.000e-03, eta: 3 days, 1:29:59, time: 1.989, data_time: 0.714, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.3531, loss: 1.3531, grad_norm: 7.6168 2020-08-03 16:39:24,407 - mmaction - INFO - Epoch [64][3220/3757] lr: 1.000e-03, eta: 3 days, 1:29:26, time: 2.133, data_time: 0.746, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8758, loss_cls: 1.3164, loss: 1.3164, grad_norm: 7.6684 2020-08-03 16:40:02,533 - mmaction - INFO - Epoch [64][3240/3757] lr: 1.000e-03, eta: 3 days, 1:28:45, time: 1.904, data_time: 0.641, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.4118, loss: 1.4118, grad_norm: 7.8374 2020-08-03 16:40:40,103 - mmaction - INFO - Epoch [64][3260/3757] lr: 1.000e-03, eta: 3 days, 1:28:04, time: 1.883, data_time: 0.813, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3336, loss: 1.3336, grad_norm: 7.6728 2020-08-03 16:41:20,402 - mmaction - INFO - Epoch [64][3280/3757] lr: 1.000e-03, eta: 3 days, 1:27:27, time: 2.008, data_time: 0.091, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3324, loss: 1.3324, grad_norm: 7.5443 2020-08-03 16:41:59,651 - mmaction - INFO - Epoch [64][3300/3757] lr: 1.000e-03, eta: 3 days, 1:26:49, time: 1.968, data_time: 0.110, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8742, loss_cls: 1.3172, loss: 1.3172, grad_norm: 7.5794 2020-08-03 16:42:34,806 - mmaction - INFO - Epoch [64][3320/3757] lr: 1.000e-03, eta: 3 days, 1:26:03, time: 1.756, data_time: 1.041, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8719, loss_cls: 1.2902, loss: 1.2902, grad_norm: 7.4264 2020-08-03 16:43:15,985 - mmaction - INFO - Epoch [64][3340/3757] lr: 1.000e-03, eta: 3 days, 1:25:28, time: 2.059, data_time: 0.417, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8508, loss_cls: 1.3287, loss: 1.3287, grad_norm: 7.5394 2020-08-03 16:43:53,019 - mmaction - INFO - Epoch [64][3360/3757] lr: 1.000e-03, eta: 3 days, 1:24:46, time: 1.850, data_time: 0.302, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8609, loss_cls: 1.3741, loss: 1.3741, grad_norm: 7.6615 2020-08-03 16:44:32,446 - mmaction - INFO - Epoch [64][3380/3757] lr: 1.000e-03, eta: 3 days, 1:24:08, time: 1.972, data_time: 1.032, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8469, loss_cls: 1.4098, loss: 1.4098, grad_norm: 7.7926 2020-08-03 16:45:11,230 - mmaction - INFO - Epoch [64][3400/3757] lr: 1.000e-03, eta: 3 days, 1:23:29, time: 1.939, data_time: 1.145, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8430, loss_cls: 1.4017, loss: 1.4017, grad_norm: 7.8244 2020-08-03 16:45:50,065 - mmaction - INFO - Epoch [64][3420/3757] lr: 1.000e-03, eta: 3 days, 1:22:49, time: 1.941, data_time: 1.323, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3194, loss: 1.3194, grad_norm: 7.6809 2020-08-03 16:46:33,856 - mmaction - INFO - Epoch [64][3440/3757] lr: 1.000e-03, eta: 3 days, 1:22:19, time: 2.192, data_time: 1.619, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8398, loss_cls: 1.4120, loss: 1.4120, grad_norm: 7.7481 2020-08-03 16:47:09,507 - mmaction - INFO - Epoch [64][3460/3757] lr: 1.000e-03, eta: 3 days, 1:21:34, time: 1.782, data_time: 1.147, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8672, loss_cls: 1.3699, loss: 1.3699, grad_norm: 7.5434 2020-08-03 16:47:48,487 - mmaction - INFO - Epoch [64][3480/3757] lr: 1.000e-03, eta: 3 days, 1:20:55, time: 1.951, data_time: 1.343, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8609, loss_cls: 1.3384, loss: 1.3384, grad_norm: 7.6169 2020-08-03 16:48:27,688 - mmaction - INFO - Epoch [64][3500/3757] lr: 1.000e-03, eta: 3 days, 1:20:16, time: 1.952, data_time: 1.392, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8438, loss_cls: 1.3549, loss: 1.3549, grad_norm: 7.5670 2020-08-03 16:49:06,558 - mmaction - INFO - Epoch [64][3520/3757] lr: 1.000e-03, eta: 3 days, 1:19:37, time: 1.952, data_time: 1.245, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.4255, loss: 1.4255, grad_norm: 7.6642 2020-08-03 16:49:46,413 - mmaction - INFO - Epoch [64][3540/3757] lr: 1.000e-03, eta: 3 days, 1:19:00, time: 1.991, data_time: 0.658, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3168, loss: 1.3168, grad_norm: 7.7188 2020-08-03 16:50:27,319 - mmaction - INFO - Epoch [64][3560/3757] lr: 1.000e-03, eta: 3 days, 1:18:24, time: 2.039, data_time: 1.480, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8516, loss_cls: 1.3937, loss: 1.3937, grad_norm: 7.7455 2020-08-03 16:51:04,474 - mmaction - INFO - Epoch [64][3580/3757] lr: 1.000e-03, eta: 3 days, 1:17:42, time: 1.863, data_time: 1.293, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8570, loss_cls: 1.4203, loss: 1.4203, grad_norm: 8.0265 2020-08-03 16:51:40,611 - mmaction - INFO - Epoch [64][3600/3757] lr: 1.000e-03, eta: 3 days, 1:16:58, time: 1.802, data_time: 0.504, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8648, loss_cls: 1.3141, loss: 1.3141, grad_norm: 7.7036 2020-08-03 16:52:19,256 - mmaction - INFO - Epoch [64][3620/3757] lr: 1.000e-03, eta: 3 days, 1:16:19, time: 1.939, data_time: 0.011, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8281, loss_cls: 1.4447, loss: 1.4447, grad_norm: 7.8361 2020-08-03 16:52:57,626 - mmaction - INFO - Epoch [64][3640/3757] lr: 1.000e-03, eta: 3 days, 1:15:39, time: 1.911, data_time: 0.008, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3685, loss: 1.3685, grad_norm: 7.5767 2020-08-03 16:53:42,168 - mmaction - INFO - Epoch [64][3660/3757] lr: 1.000e-03, eta: 3 days, 1:15:10, time: 2.234, data_time: 0.093, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8484, loss_cls: 1.3481, loss: 1.3481, grad_norm: 7.5143 2020-08-03 16:54:20,179 - mmaction - INFO - Epoch [64][3680/3757] lr: 1.000e-03, eta: 3 days, 1:14:29, time: 1.901, data_time: 0.002, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8539, loss_cls: 1.3698, loss: 1.3698, grad_norm: 7.6228 2020-08-03 16:54:56,049 - mmaction - INFO - Epoch [64][3700/3757] lr: 1.000e-03, eta: 3 days, 1:13:45, time: 1.793, data_time: 0.002, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8609, loss_cls: 1.3903, loss: 1.3903, grad_norm: 8.0528 2020-08-03 16:55:36,452 - mmaction - INFO - Epoch [64][3720/3757] lr: 1.000e-03, eta: 3 days, 1:13:08, time: 2.019, data_time: 0.003, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8367, loss_cls: 1.4418, loss: 1.4418, grad_norm: 7.9044 2020-08-03 16:56:14,075 - mmaction - INFO - Epoch [64][3740/3757] lr: 1.000e-03, eta: 3 days, 1:12:27, time: 1.880, data_time: 0.013, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.3893, loss: 1.3893, grad_norm: 7.7110 2020-08-03 16:56:41,669 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-08-03 16:57:38,071 - mmaction - INFO - Epoch [65][20/3757] lr: 1.000e-03, eta: 3 days, 1:10:45, time: 2.741, data_time: 1.588, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8750, loss_cls: 1.2985, loss: 1.2985, grad_norm: 7.6816 2020-08-03 16:58:15,784 - mmaction - INFO - Epoch [65][40/3757] lr: 1.000e-03, eta: 3 days, 1:10:04, time: 1.892, data_time: 0.165, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8508, loss_cls: 1.3257, loss: 1.3257, grad_norm: 7.3553 2020-08-03 16:58:55,183 - mmaction - INFO - Epoch [65][60/3757] lr: 1.000e-03, eta: 3 days, 1:09:26, time: 1.963, data_time: 0.043, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4415, loss: 1.4415, grad_norm: 7.6033 2020-08-03 16:59:33,749 - mmaction - INFO - Epoch [65][80/3757] lr: 1.000e-03, eta: 3 days, 1:08:46, time: 1.937, data_time: 0.012, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8711, loss_cls: 1.3112, loss: 1.3112, grad_norm: 7.5546 2020-08-03 17:00:21,583 - mmaction - INFO - Epoch [65][100/3757] lr: 1.000e-03, eta: 3 days, 1:08:22, time: 2.380, data_time: 0.008, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8766, loss_cls: 1.3078, loss: 1.3078, grad_norm: 7.8314 2020-08-03 17:01:03,528 - mmaction - INFO - Epoch [65][120/3757] lr: 1.000e-03, eta: 3 days, 1:07:49, time: 2.109, data_time: 0.309, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8672, loss_cls: 1.3759, loss: 1.3759, grad_norm: 7.7717 2020-08-03 17:01:43,429 - mmaction - INFO - Epoch [65][140/3757] lr: 1.000e-03, eta: 3 days, 1:07:11, time: 1.984, data_time: 0.006, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8633, loss_cls: 1.3165, loss: 1.3165, grad_norm: 7.5401 2020-08-03 17:02:25,999 - mmaction - INFO - Epoch [65][160/3757] lr: 1.000e-03, eta: 3 days, 1:06:38, time: 2.133, data_time: 0.013, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8688, loss_cls: 1.3221, loss: 1.3221, grad_norm: 7.6185 2020-08-03 17:03:05,446 - mmaction - INFO - Epoch [65][180/3757] lr: 1.000e-03, eta: 3 days, 1:06:00, time: 1.974, data_time: 0.009, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8203, loss_cls: 1.4948, loss: 1.4948, grad_norm: 7.9051 2020-08-03 17:03:43,604 - mmaction - INFO - Epoch [65][200/3757] lr: 1.000e-03, eta: 3 days, 1:05:20, time: 1.904, data_time: 0.064, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8492, loss_cls: 1.4132, loss: 1.4132, grad_norm: 7.7062 2020-08-03 17:04:23,084 - mmaction - INFO - Epoch [65][220/3757] lr: 1.000e-03, eta: 3 days, 1:04:42, time: 1.981, data_time: 0.040, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8523, loss_cls: 1.3479, loss: 1.3479, grad_norm: 7.5688 2020-08-03 17:05:02,496 - mmaction - INFO - Epoch [65][240/3757] lr: 1.000e-03, eta: 3 days, 1:04:04, time: 1.970, data_time: 0.008, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.3099, loss: 1.3099, grad_norm: 7.4956 2020-08-03 17:05:40,760 - mmaction - INFO - Epoch [65][260/3757] lr: 1.000e-03, eta: 3 days, 1:03:24, time: 1.914, data_time: 0.004, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8797, loss_cls: 1.3148, loss: 1.3148, grad_norm: 7.8029 2020-08-03 17:06:18,206 - mmaction - INFO - Epoch [65][280/3757] lr: 1.000e-03, eta: 3 days, 1:02:42, time: 1.861, data_time: 0.009, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.4081, loss: 1.4081, grad_norm: 7.8654 2020-08-03 17:06:57,513 - mmaction - INFO - Epoch [65][300/3757] lr: 1.000e-03, eta: 3 days, 1:02:04, time: 1.975, data_time: 0.084, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8625, loss_cls: 1.3456, loss: 1.3456, grad_norm: 7.5592 2020-08-03 17:07:37,695 - mmaction - INFO - Epoch [65][320/3757] lr: 1.000e-03, eta: 3 days, 1:01:27, time: 2.003, data_time: 0.010, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3571, loss: 1.3571, grad_norm: 7.9127 2020-08-03 17:08:17,804 - mmaction - INFO - Epoch [65][340/3757] lr: 1.000e-03, eta: 3 days, 1:00:50, time: 2.013, data_time: 0.103, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.3343, loss: 1.3343, grad_norm: 7.8725 2020-08-03 17:08:56,908 - mmaction - INFO - Epoch [65][360/3757] lr: 1.000e-03, eta: 3 days, 1:00:11, time: 1.955, data_time: 0.011, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3786, loss: 1.3786, grad_norm: 7.8073 2020-08-03 17:09:37,595 - mmaction - INFO - Epoch [65][380/3757] lr: 1.000e-03, eta: 3 days, 0:59:35, time: 2.034, data_time: 0.003, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3091, loss: 1.3091, grad_norm: 7.7038 2020-08-03 17:10:15,518 - mmaction - INFO - Epoch [65][400/3757] lr: 1.000e-03, eta: 3 days, 0:58:54, time: 1.891, data_time: 0.007, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8680, loss_cls: 1.3006, loss: 1.3006, grad_norm: 7.5332 2020-08-03 17:10:54,369 - mmaction - INFO - Epoch [65][420/3757] lr: 1.000e-03, eta: 3 days, 0:58:15, time: 1.943, data_time: 0.180, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.2849, loss: 1.2849, grad_norm: 7.6986 2020-08-03 17:11:36,029 - mmaction - INFO - Epoch [65][440/3757] lr: 1.000e-03, eta: 3 days, 0:57:40, time: 2.077, data_time: 0.699, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3304, loss: 1.3304, grad_norm: 7.9175 2020-08-03 17:12:10,862 - mmaction - INFO - Epoch [65][460/3757] lr: 1.000e-03, eta: 3 days, 0:56:55, time: 1.751, data_time: 0.275, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.2839, loss: 1.2839, grad_norm: 7.5248 2020-08-03 17:12:51,108 - mmaction - INFO - Epoch [65][480/3757] lr: 1.000e-03, eta: 3 days, 0:56:18, time: 2.010, data_time: 0.171, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8625, loss_cls: 1.3507, loss: 1.3507, grad_norm: 7.8454 2020-08-03 17:13:27,842 - mmaction - INFO - Epoch [65][500/3757] lr: 1.000e-03, eta: 3 days, 0:55:35, time: 1.840, data_time: 0.011, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8672, loss_cls: 1.3211, loss: 1.3211, grad_norm: 7.6987 2020-08-03 17:14:10,395 - mmaction - INFO - Epoch [65][520/3757] lr: 1.000e-03, eta: 3 days, 0:55:02, time: 2.120, data_time: 0.223, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8594, loss_cls: 1.3552, loss: 1.3552, grad_norm: 7.7794 2020-08-03 17:14:50,561 - mmaction - INFO - Epoch [65][540/3757] lr: 1.000e-03, eta: 3 days, 0:54:25, time: 2.015, data_time: 0.012, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.3812, loss: 1.3812, grad_norm: 7.8492 2020-08-03 17:15:31,380 - mmaction - INFO - Epoch [65][560/3757] lr: 1.000e-03, eta: 3 days, 0:53:50, time: 2.040, data_time: 0.009, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8570, loss_cls: 1.3361, loss: 1.3361, grad_norm: 7.7515 2020-08-03 17:16:06,121 - mmaction - INFO - Epoch [65][580/3757] lr: 1.000e-03, eta: 3 days, 0:53:03, time: 1.739, data_time: 0.005, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.3593, loss: 1.3593, grad_norm: 7.6452 2020-08-03 17:16:45,982 - mmaction - INFO - Epoch [65][600/3757] lr: 1.000e-03, eta: 3 days, 0:52:26, time: 1.993, data_time: 0.008, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8625, loss_cls: 1.3439, loss: 1.3439, grad_norm: 7.8223 2020-08-03 17:17:26,492 - mmaction - INFO - Epoch [65][620/3757] lr: 1.000e-03, eta: 3 days, 0:51:50, time: 2.027, data_time: 0.004, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8492, loss_cls: 1.3771, loss: 1.3771, grad_norm: 7.5668 2020-08-03 17:18:05,486 - mmaction - INFO - Epoch [65][640/3757] lr: 1.000e-03, eta: 3 days, 0:51:11, time: 1.943, data_time: 0.237, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.2561, loss: 1.2561, grad_norm: 7.4108 2020-08-03 17:18:44,945 - mmaction - INFO - Epoch [65][660/3757] lr: 1.000e-03, eta: 3 days, 0:50:33, time: 1.979, data_time: 0.109, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3509, loss: 1.3509, grad_norm: 7.7364 2020-08-03 17:19:23,932 - mmaction - INFO - Epoch [65][680/3757] lr: 1.000e-03, eta: 3 days, 0:49:53, time: 1.944, data_time: 0.009, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8461, loss_cls: 1.3873, loss: 1.3873, grad_norm: 7.9257 2020-08-03 17:20:01,804 - mmaction - INFO - Epoch [65][700/3757] lr: 1.000e-03, eta: 3 days, 0:49:13, time: 1.893, data_time: 0.013, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8602, loss_cls: 1.3129, loss: 1.3129, grad_norm: 7.7573 2020-08-03 17:20:42,885 - mmaction - INFO - Epoch [65][720/3757] lr: 1.000e-03, eta: 3 days, 0:48:37, time: 2.059, data_time: 0.224, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.3205, loss: 1.3205, grad_norm: 7.8393 2020-08-03 17:21:21,763 - mmaction - INFO - Epoch [65][740/3757] lr: 1.000e-03, eta: 3 days, 0:47:58, time: 1.940, data_time: 0.016, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8445, loss_cls: 1.3954, loss: 1.3954, grad_norm: 7.9123 2020-08-03 17:22:02,183 - mmaction - INFO - Epoch [65][760/3757] lr: 1.000e-03, eta: 3 days, 0:47:22, time: 2.022, data_time: 0.109, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.2973, loss: 1.2973, grad_norm: 7.8514 2020-08-03 17:22:43,160 - mmaction - INFO - Epoch [65][780/3757] lr: 1.000e-03, eta: 3 days, 0:46:46, time: 2.050, data_time: 0.226, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3345, loss: 1.3345, grad_norm: 7.7900 2020-08-03 17:23:22,054 - mmaction - INFO - Epoch [65][800/3757] lr: 1.000e-03, eta: 3 days, 0:46:07, time: 1.942, data_time: 1.206, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8461, loss_cls: 1.3942, loss: 1.3942, grad_norm: 7.8054 2020-08-03 17:24:02,173 - mmaction - INFO - Epoch [65][820/3757] lr: 1.000e-03, eta: 3 days, 0:45:30, time: 2.010, data_time: 1.431, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8664, loss_cls: 1.3315, loss: 1.3315, grad_norm: 7.5658 2020-08-03 17:24:42,917 - mmaction - INFO - Epoch [65][840/3757] lr: 1.000e-03, eta: 3 days, 0:44:54, time: 2.033, data_time: 1.455, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8562, loss_cls: 1.3397, loss: 1.3397, grad_norm: 7.3883 2020-08-03 17:25:21,421 - mmaction - INFO - Epoch [65][860/3757] lr: 1.000e-03, eta: 3 days, 0:44:14, time: 1.925, data_time: 1.333, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8320, loss_cls: 1.4628, loss: 1.4628, grad_norm: 7.7339 2020-08-03 17:25:53,601 - mmaction - INFO - Epoch [65][880/3757] lr: 1.000e-03, eta: 3 days, 0:43:24, time: 1.613, data_time: 0.902, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2646, loss: 1.2646, grad_norm: 7.3447 2020-08-03 17:26:33,776 - mmaction - INFO - Epoch [65][900/3757] lr: 1.000e-03, eta: 3 days, 0:42:47, time: 2.003, data_time: 0.917, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.3946, loss: 1.3946, grad_norm: 7.9580 2020-08-03 17:27:12,018 - mmaction - INFO - Epoch [65][920/3757] lr: 1.000e-03, eta: 3 days, 0:42:07, time: 1.919, data_time: 0.925, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3379, loss: 1.3379, grad_norm: 7.4958 2020-08-03 17:27:49,411 - mmaction - INFO - Epoch [65][940/3757] lr: 1.000e-03, eta: 3 days, 0:41:25, time: 1.864, data_time: 1.025, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8547, loss_cls: 1.3921, loss: 1.3921, grad_norm: 7.9703 2020-08-03 17:28:30,413 - mmaction - INFO - Epoch [65][960/3757] lr: 1.000e-03, eta: 3 days, 0:40:50, time: 2.055, data_time: 1.397, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8492, loss_cls: 1.4284, loss: 1.4284, grad_norm: 7.8784 2020-08-03 17:29:08,100 - mmaction - INFO - Epoch [65][980/3757] lr: 1.000e-03, eta: 3 days, 0:40:08, time: 1.880, data_time: 1.317, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.3978, loss: 1.3978, grad_norm: 7.8438 2020-08-03 17:29:48,213 - mmaction - INFO - Epoch [65][1000/3757] lr: 1.000e-03, eta: 3 days, 0:39:32, time: 2.012, data_time: 1.355, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.3774, loss: 1.3774, grad_norm: 7.8129 2020-08-03 17:30:28,681 - mmaction - INFO - Epoch [65][1020/3757] lr: 1.000e-03, eta: 3 days, 0:38:55, time: 2.023, data_time: 0.640, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2730, loss: 1.2730, grad_norm: 7.6246 2020-08-03 17:31:05,492 - mmaction - INFO - Epoch [65][1040/3757] lr: 1.000e-03, eta: 3 days, 0:38:12, time: 1.840, data_time: 0.550, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8703, loss_cls: 1.3240, loss: 1.3240, grad_norm: 7.6318 2020-08-03 17:31:46,639 - mmaction - INFO - Epoch [65][1060/3757] lr: 1.000e-03, eta: 3 days, 0:37:37, time: 2.050, data_time: 0.048, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8703, loss_cls: 1.3047, loss: 1.3047, grad_norm: 7.7759 2020-08-03 17:32:28,956 - mmaction - INFO - Epoch [65][1080/3757] lr: 1.000e-03, eta: 3 days, 0:37:04, time: 2.123, data_time: 0.011, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8617, loss_cls: 1.2339, loss: 1.2339, grad_norm: 7.2641 2020-08-03 17:33:06,730 - mmaction - INFO - Epoch [65][1100/3757] lr: 1.000e-03, eta: 3 days, 0:36:23, time: 1.885, data_time: 0.004, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3615, loss: 1.3615, grad_norm: 7.7312 2020-08-03 17:33:49,070 - mmaction - INFO - Epoch [65][1120/3757] lr: 1.000e-03, eta: 3 days, 0:35:50, time: 2.121, data_time: 0.007, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8680, loss_cls: 1.2610, loss: 1.2610, grad_norm: 7.4078 2020-08-03 17:34:25,076 - mmaction - INFO - Epoch [65][1140/3757] lr: 1.000e-03, eta: 3 days, 0:35:06, time: 1.800, data_time: 0.002, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8617, loss_cls: 1.3344, loss: 1.3344, grad_norm: 7.4830 2020-08-03 17:35:03,686 - mmaction - INFO - Epoch [65][1160/3757] lr: 1.000e-03, eta: 3 days, 0:34:26, time: 1.926, data_time: 0.021, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8531, loss_cls: 1.3522, loss: 1.3522, grad_norm: 7.5829 2020-08-03 17:35:42,161 - mmaction - INFO - Epoch [65][1180/3757] lr: 1.000e-03, eta: 3 days, 0:33:46, time: 1.928, data_time: 0.007, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8555, loss_cls: 1.3658, loss: 1.3658, grad_norm: 7.9719 2020-08-03 17:36:20,344 - mmaction - INFO - Epoch [65][1200/3757] lr: 1.000e-03, eta: 3 days, 0:33:06, time: 1.905, data_time: 0.009, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8703, loss_cls: 1.3330, loss: 1.3330, grad_norm: 8.0005 2020-08-03 17:36:59,667 - mmaction - INFO - Epoch [65][1220/3757] lr: 1.000e-03, eta: 3 days, 0:32:28, time: 1.971, data_time: 0.009, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8500, loss_cls: 1.3698, loss: 1.3698, grad_norm: 7.8381 2020-08-03 17:37:36,787 - mmaction - INFO - Epoch [65][1240/3757] lr: 1.000e-03, eta: 3 days, 0:31:45, time: 1.849, data_time: 0.027, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8547, loss_cls: 1.3803, loss: 1.3803, grad_norm: 7.8584 2020-08-03 17:38:17,902 - mmaction - INFO - Epoch [65][1260/3757] lr: 1.000e-03, eta: 3 days, 0:31:10, time: 2.060, data_time: 0.597, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8508, loss_cls: 1.3728, loss: 1.3728, grad_norm: 7.5995 2020-08-03 17:38:57,812 - mmaction - INFO - Epoch [65][1280/3757] lr: 1.000e-03, eta: 3 days, 0:30:33, time: 1.997, data_time: 0.320, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8648, loss_cls: 1.3706, loss: 1.3706, grad_norm: 7.9639 2020-08-03 17:39:38,934 - mmaction - INFO - Epoch [65][1300/3757] lr: 1.000e-03, eta: 3 days, 0:29:57, time: 2.047, data_time: 0.432, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8617, loss_cls: 1.3530, loss: 1.3530, grad_norm: 7.5809 2020-08-03 17:40:16,765 - mmaction - INFO - Epoch [65][1320/3757] lr: 1.000e-03, eta: 3 days, 0:29:16, time: 1.896, data_time: 0.123, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8695, loss_cls: 1.3185, loss: 1.3185, grad_norm: 7.7046 2020-08-03 17:40:55,038 - mmaction - INFO - Epoch [65][1340/3757] lr: 1.000e-03, eta: 3 days, 0:28:36, time: 1.919, data_time: 0.953, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8664, loss_cls: 1.3531, loss: 1.3531, grad_norm: 7.7252 2020-08-03 17:41:34,527 - mmaction - INFO - Epoch [65][1360/3757] lr: 1.000e-03, eta: 3 days, 0:27:58, time: 1.971, data_time: 0.553, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8492, loss_cls: 1.3792, loss: 1.3792, grad_norm: 7.4650 2020-08-03 17:42:11,912 - mmaction - INFO - Epoch [65][1380/3757] lr: 1.000e-03, eta: 3 days, 0:27:17, time: 1.871, data_time: 0.508, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.3181, loss: 1.3181, grad_norm: 7.6740 2020-08-03 17:42:53,507 - mmaction - INFO - Epoch [65][1400/3757] lr: 1.000e-03, eta: 3 days, 0:26:42, time: 2.081, data_time: 0.051, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8461, loss_cls: 1.3905, loss: 1.3905, grad_norm: 7.6777 2020-08-03 17:43:31,480 - mmaction - INFO - Epoch [65][1420/3757] lr: 1.000e-03, eta: 3 days, 0:26:01, time: 1.899, data_time: 0.008, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8688, loss_cls: 1.2784, loss: 1.2784, grad_norm: 7.5331 2020-08-03 17:44:09,521 - mmaction - INFO - Epoch [65][1440/3757] lr: 1.000e-03, eta: 3 days, 0:25:21, time: 1.892, data_time: 0.003, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8422, loss_cls: 1.4065, loss: 1.4065, grad_norm: 7.9637 2020-08-03 17:44:50,601 - mmaction - INFO - Epoch [65][1460/3757] lr: 1.000e-03, eta: 3 days, 0:24:46, time: 2.063, data_time: 0.012, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8453, loss_cls: 1.3764, loss: 1.3764, grad_norm: 7.8364 2020-08-03 17:45:29,127 - mmaction - INFO - Epoch [65][1480/3757] lr: 1.000e-03, eta: 3 days, 0:24:06, time: 1.918, data_time: 0.008, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.3926, loss: 1.3926, grad_norm: 7.8914 2020-08-03 17:46:08,067 - mmaction - INFO - Epoch [65][1500/3757] lr: 1.000e-03, eta: 3 days, 0:23:27, time: 1.954, data_time: 0.048, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8586, loss_cls: 1.3319, loss: 1.3319, grad_norm: 7.7019 2020-08-03 17:46:47,133 - mmaction - INFO - Epoch [65][1520/3757] lr: 1.000e-03, eta: 3 days, 0:22:48, time: 1.948, data_time: 0.130, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3731, loss: 1.3731, grad_norm: 7.7233 2020-08-03 17:47:25,567 - mmaction - INFO - Epoch [65][1540/3757] lr: 1.000e-03, eta: 3 days, 0:22:08, time: 1.927, data_time: 0.040, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8703, loss_cls: 1.3758, loss: 1.3758, grad_norm: 8.0261 2020-08-03 17:48:06,091 - mmaction - INFO - Epoch [65][1560/3757] lr: 1.000e-03, eta: 3 days, 0:21:31, time: 2.019, data_time: 0.010, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8727, loss_cls: 1.3560, loss: 1.3560, grad_norm: 7.7500 2020-08-03 17:48:44,939 - mmaction - INFO - Epoch [65][1580/3757] lr: 1.000e-03, eta: 3 days, 0:20:53, time: 1.949, data_time: 0.084, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2840, loss: 1.2840, grad_norm: 7.4920 2020-08-03 17:49:24,000 - mmaction - INFO - Epoch [65][1600/3757] lr: 1.000e-03, eta: 3 days, 0:20:14, time: 1.954, data_time: 0.212, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8617, loss_cls: 1.3495, loss: 1.3495, grad_norm: 7.9874 2020-08-03 17:50:02,606 - mmaction - INFO - Epoch [65][1620/3757] lr: 1.000e-03, eta: 3 days, 0:19:34, time: 1.931, data_time: 0.328, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8734, loss_cls: 1.3091, loss: 1.3091, grad_norm: 7.7429 2020-08-03 17:50:37,846 - mmaction - INFO - Epoch [65][1640/3757] lr: 1.000e-03, eta: 3 days, 0:18:49, time: 1.763, data_time: 0.340, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4003, loss: 1.4003, grad_norm: 7.9473 2020-08-03 17:51:18,215 - mmaction - INFO - Epoch [65][1660/3757] lr: 1.000e-03, eta: 3 days, 0:18:12, time: 2.012, data_time: 0.763, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8711, loss_cls: 1.3036, loss: 1.3036, grad_norm: 7.7748 2020-08-03 17:51:55,161 - mmaction - INFO - Epoch [65][1680/3757] lr: 1.000e-03, eta: 3 days, 0:17:30, time: 1.854, data_time: 0.012, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8648, loss_cls: 1.3527, loss: 1.3527, grad_norm: 7.8789 2020-08-03 17:52:35,372 - mmaction - INFO - Epoch [65][1700/3757] lr: 1.000e-03, eta: 3 days, 0:16:53, time: 2.009, data_time: 0.011, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3735, loss: 1.3735, grad_norm: 7.7762 2020-08-03 17:53:15,896 - mmaction - INFO - Epoch [65][1720/3757] lr: 1.000e-03, eta: 3 days, 0:16:17, time: 2.022, data_time: 0.008, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8414, loss_cls: 1.3716, loss: 1.3716, grad_norm: 7.8712 2020-08-03 17:53:55,412 - mmaction - INFO - Epoch [65][1740/3757] lr: 1.000e-03, eta: 3 days, 0:15:39, time: 1.981, data_time: 0.011, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8617, loss_cls: 1.3913, loss: 1.3913, grad_norm: 8.0228 2020-08-03 17:54:34,739 - mmaction - INFO - Epoch [65][1760/3757] lr: 1.000e-03, eta: 3 days, 0:15:00, time: 1.962, data_time: 0.008, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8586, loss_cls: 1.3332, loss: 1.3332, grad_norm: 7.8883 2020-08-03 17:55:10,568 - mmaction - INFO - Epoch [65][1780/3757] lr: 1.000e-03, eta: 3 days, 0:14:16, time: 1.796, data_time: 0.006, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8578, loss_cls: 1.3572, loss: 1.3572, grad_norm: 7.9198 2020-08-03 17:55:49,562 - mmaction - INFO - Epoch [65][1800/3757] lr: 1.000e-03, eta: 3 days, 0:13:37, time: 1.949, data_time: 0.005, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2517, loss: 1.2517, grad_norm: 7.6067 2020-08-03 17:56:28,378 - mmaction - INFO - Epoch [65][1820/3757] lr: 1.000e-03, eta: 3 days, 0:12:58, time: 1.933, data_time: 0.034, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.4582, loss: 1.4582, grad_norm: 7.9788 2020-08-03 17:57:06,769 - mmaction - INFO - Epoch [65][1840/3757] lr: 1.000e-03, eta: 3 days, 0:12:18, time: 1.928, data_time: 0.012, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8711, loss_cls: 1.2297, loss: 1.2297, grad_norm: 7.5790 2020-08-03 17:57:47,714 - mmaction - INFO - Epoch [65][1860/3757] lr: 1.000e-03, eta: 3 days, 0:11:42, time: 2.039, data_time: 0.022, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2341, loss: 1.2341, grad_norm: 7.4594 2020-08-03 17:58:27,296 - mmaction - INFO - Epoch [65][1880/3757] lr: 1.000e-03, eta: 3 days, 0:11:04, time: 1.988, data_time: 0.276, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3480, loss: 1.3480, grad_norm: 8.0382 2020-08-03 17:59:04,804 - mmaction - INFO - Epoch [65][1900/3757] lr: 1.000e-03, eta: 3 days, 0:10:23, time: 1.869, data_time: 0.008, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.3491, loss: 1.3491, grad_norm: 7.8292 2020-08-03 17:59:44,612 - mmaction - INFO - Epoch [65][1920/3757] lr: 1.000e-03, eta: 3 days, 0:09:45, time: 1.997, data_time: 0.010, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3493, loss: 1.3493, grad_norm: 7.7734 2020-08-03 18:00:28,273 - mmaction - INFO - Epoch [65][1940/3757] lr: 1.000e-03, eta: 3 days, 0:09:14, time: 2.169, data_time: 0.015, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8609, loss_cls: 1.3864, loss: 1.3864, grad_norm: 7.8357 2020-08-03 18:01:13,036 - mmaction - INFO - Epoch [65][1960/3757] lr: 1.000e-03, eta: 3 days, 0:08:45, time: 2.251, data_time: 0.108, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.3154, loss: 1.3154, grad_norm: 7.3591 2020-08-03 18:01:48,689 - mmaction - INFO - Epoch [65][1980/3757] lr: 1.000e-03, eta: 3 days, 0:08:00, time: 1.775, data_time: 0.007, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8633, loss_cls: 1.4025, loss: 1.4025, grad_norm: 7.7850 2020-08-03 18:02:27,683 - mmaction - INFO - Epoch [65][2000/3757] lr: 1.000e-03, eta: 3 days, 0:07:21, time: 1.958, data_time: 0.011, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8547, loss_cls: 1.3493, loss: 1.3493, grad_norm: 7.7685 2020-08-03 18:03:09,757 - mmaction - INFO - Epoch [65][2020/3757] lr: 1.000e-03, eta: 3 days, 0:06:48, time: 2.102, data_time: 0.008, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.3884, loss: 1.3884, grad_norm: 7.8860 2020-08-03 18:03:46,263 - mmaction - INFO - Epoch [65][2040/3757] lr: 1.000e-03, eta: 3 days, 0:06:05, time: 1.827, data_time: 0.004, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8547, loss_cls: 1.3672, loss: 1.3672, grad_norm: 7.8432 2020-08-03 18:04:23,970 - mmaction - INFO - Epoch [65][2060/3757] lr: 1.000e-03, eta: 3 days, 0:05:23, time: 1.884, data_time: 0.003, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8422, loss_cls: 1.4257, loss: 1.4257, grad_norm: 7.9809 2020-08-03 18:05:05,007 - mmaction - INFO - Epoch [65][2080/3757] lr: 1.000e-03, eta: 3 days, 0:04:48, time: 2.055, data_time: 0.011, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8477, loss_cls: 1.3921, loss: 1.3921, grad_norm: 7.9004 2020-08-03 18:05:41,353 - mmaction - INFO - Epoch [65][2100/3757] lr: 1.000e-03, eta: 3 days, 0:04:05, time: 1.816, data_time: 0.002, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8383, loss_cls: 1.4447, loss: 1.4447, grad_norm: 8.1338 2020-08-03 18:06:20,846 - mmaction - INFO - Epoch [65][2120/3757] lr: 1.000e-03, eta: 3 days, 0:03:27, time: 1.975, data_time: 0.192, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8492, loss_cls: 1.4388, loss: 1.4388, grad_norm: 7.7079 2020-08-03 18:07:00,708 - mmaction - INFO - Epoch [65][2140/3757] lr: 1.000e-03, eta: 3 days, 0:02:49, time: 1.989, data_time: 0.041, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8523, loss_cls: 1.3793, loss: 1.3793, grad_norm: 8.1090 2020-08-03 18:07:41,099 - mmaction - INFO - Epoch [65][2160/3757] lr: 1.000e-03, eta: 3 days, 0:02:12, time: 2.021, data_time: 0.009, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8461, loss_cls: 1.3690, loss: 1.3690, grad_norm: 7.7838 2020-08-03 18:08:15,594 - mmaction - INFO - Epoch [65][2180/3757] lr: 1.000e-03, eta: 3 days, 0:01:26, time: 1.723, data_time: 0.011, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8492, loss_cls: 1.3557, loss: 1.3557, grad_norm: 7.7621 2020-08-03 18:08:51,696 - mmaction - INFO - Epoch [65][2200/3757] lr: 1.000e-03, eta: 3 days, 0:00:42, time: 1.806, data_time: 0.662, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.4182, loss: 1.4182, grad_norm: 8.0392 2020-08-03 18:09:31,459 - mmaction - INFO - Epoch [65][2220/3757] lr: 1.000e-03, eta: 3 days, 0:00:05, time: 1.990, data_time: 0.650, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3468, loss: 1.3468, grad_norm: 7.7545 2020-08-03 18:10:11,566 - mmaction - INFO - Epoch [65][2240/3757] lr: 1.000e-03, eta: 2 days, 23:59:28, time: 2.006, data_time: 0.369, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8586, loss_cls: 1.4009, loss: 1.4009, grad_norm: 8.1004 2020-08-03 18:10:49,903 - mmaction - INFO - Epoch [65][2260/3757] lr: 1.000e-03, eta: 2 days, 23:58:48, time: 1.916, data_time: 0.010, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3788, loss: 1.3788, grad_norm: 7.7525 2020-08-03 18:11:29,980 - mmaction - INFO - Epoch [65][2280/3757] lr: 1.000e-03, eta: 2 days, 23:58:10, time: 2.001, data_time: 0.009, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8680, loss_cls: 1.3019, loss: 1.3019, grad_norm: 7.8958 2020-08-03 18:12:07,545 - mmaction - INFO - Epoch [65][2300/3757] lr: 1.000e-03, eta: 2 days, 23:57:29, time: 1.873, data_time: 0.490, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3478, loss: 1.3478, grad_norm: 7.9594 2020-08-03 18:12:46,289 - mmaction - INFO - Epoch [65][2320/3757] lr: 1.000e-03, eta: 2 days, 23:56:50, time: 1.939, data_time: 0.171, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8625, loss_cls: 1.3244, loss: 1.3244, grad_norm: 7.8118 2020-08-03 18:13:24,340 - mmaction - INFO - Epoch [65][2340/3757] lr: 1.000e-03, eta: 2 days, 23:56:09, time: 1.908, data_time: 0.092, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8641, loss_cls: 1.3358, loss: 1.3358, grad_norm: 7.5849 2020-08-03 18:14:02,985 - mmaction - INFO - Epoch [65][2360/3757] lr: 1.000e-03, eta: 2 days, 23:55:30, time: 1.931, data_time: 0.227, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8547, loss_cls: 1.4163, loss: 1.4163, grad_norm: 8.0997 2020-08-03 18:14:43,982 - mmaction - INFO - Epoch [65][2380/3757] lr: 1.000e-03, eta: 2 days, 23:54:54, time: 2.049, data_time: 0.132, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8562, loss_cls: 1.3552, loss: 1.3552, grad_norm: 7.9542 2020-08-03 18:15:21,701 - mmaction - INFO - Epoch [65][2400/3757] lr: 1.000e-03, eta: 2 days, 23:54:13, time: 1.885, data_time: 0.013, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8531, loss_cls: 1.3281, loss: 1.3281, grad_norm: 7.7100 2020-08-03 18:16:01,308 - mmaction - INFO - Epoch [65][2420/3757] lr: 1.000e-03, eta: 2 days, 23:53:35, time: 1.984, data_time: 0.137, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8734, loss_cls: 1.4031, loss: 1.4031, grad_norm: 7.9694 2020-08-03 18:16:38,164 - mmaction - INFO - Epoch [65][2440/3757] lr: 1.000e-03, eta: 2 days, 23:52:53, time: 1.837, data_time: 0.014, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8617, loss_cls: 1.3822, loss: 1.3822, grad_norm: 8.0566 2020-08-03 18:17:17,743 - mmaction - INFO - Epoch [65][2460/3757] lr: 1.000e-03, eta: 2 days, 23:52:15, time: 1.986, data_time: 0.190, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8680, loss_cls: 1.3112, loss: 1.3112, grad_norm: 7.6542 2020-08-03 18:18:00,919 - mmaction - INFO - Epoch [65][2480/3757] lr: 1.000e-03, eta: 2 days, 23:51:43, time: 2.159, data_time: 0.171, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.3024, loss: 1.3024, grad_norm: 7.8322 2020-08-03 18:18:38,836 - mmaction - INFO - Epoch [65][2500/3757] lr: 1.000e-03, eta: 2 days, 23:51:02, time: 1.895, data_time: 0.100, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8695, loss_cls: 1.2698, loss: 1.2698, grad_norm: 7.7737 2020-08-03 18:19:19,651 - mmaction - INFO - Epoch [65][2520/3757] lr: 1.000e-03, eta: 2 days, 23:50:26, time: 2.034, data_time: 0.946, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3619, loss: 1.3619, grad_norm: 7.9678 2020-08-03 18:19:55,494 - mmaction - INFO - Epoch [65][2540/3757] lr: 1.000e-03, eta: 2 days, 23:49:42, time: 1.800, data_time: 0.219, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8648, loss_cls: 1.3560, loss: 1.3560, grad_norm: 7.8634 2020-08-03 18:20:34,997 - mmaction - INFO - Epoch [65][2560/3757] lr: 1.000e-03, eta: 2 days, 23:49:04, time: 1.969, data_time: 0.012, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8516, loss_cls: 1.3444, loss: 1.3444, grad_norm: 7.6846 2020-08-03 18:21:10,853 - mmaction - INFO - Epoch [65][2580/3757] lr: 1.000e-03, eta: 2 days, 23:48:20, time: 1.798, data_time: 0.828, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8516, loss_cls: 1.3761, loss: 1.3761, grad_norm: 7.7496 2020-08-03 18:21:50,715 - mmaction - INFO - Epoch [65][2600/3757] lr: 1.000e-03, eta: 2 days, 23:47:42, time: 1.993, data_time: 0.972, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8477, loss_cls: 1.4248, loss: 1.4248, grad_norm: 7.8795 2020-08-03 18:22:30,665 - mmaction - INFO - Epoch [65][2620/3757] lr: 1.000e-03, eta: 2 days, 23:47:05, time: 1.990, data_time: 0.831, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8703, loss_cls: 1.3283, loss: 1.3283, grad_norm: 7.6816 2020-08-03 18:23:12,504 - mmaction - INFO - Epoch [65][2640/3757] lr: 1.000e-03, eta: 2 days, 23:46:31, time: 2.097, data_time: 0.308, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8594, loss_cls: 1.3696, loss: 1.3696, grad_norm: 7.9333 2020-08-03 18:23:48,769 - mmaction - INFO - Epoch [65][2660/3757] lr: 1.000e-03, eta: 2 days, 23:45:47, time: 1.808, data_time: 0.464, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3450, loss: 1.3450, grad_norm: 7.9543 2020-08-03 18:24:29,920 - mmaction - INFO - Epoch [65][2680/3757] lr: 1.000e-03, eta: 2 days, 23:45:12, time: 2.066, data_time: 0.182, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8313, loss_cls: 1.4569, loss: 1.4569, grad_norm: 7.8591 2020-08-03 18:25:05,526 - mmaction - INFO - Epoch [65][2700/3757] lr: 1.000e-03, eta: 2 days, 23:44:28, time: 1.779, data_time: 0.005, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4468, loss: 1.4468, grad_norm: 7.9510 2020-08-03 18:25:46,323 - mmaction - INFO - Epoch [65][2720/3757] lr: 1.000e-03, eta: 2 days, 23:43:52, time: 2.041, data_time: 0.143, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3859, loss: 1.3859, grad_norm: 8.0937 2020-08-03 18:26:26,917 - mmaction - INFO - Epoch [65][2740/3757] lr: 1.000e-03, eta: 2 days, 23:43:15, time: 2.028, data_time: 0.014, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8617, loss_cls: 1.3494, loss: 1.3494, grad_norm: 7.8293 2020-08-03 18:27:00,568 - mmaction - INFO - Epoch [65][2760/3757] lr: 1.000e-03, eta: 2 days, 23:42:28, time: 1.682, data_time: 0.080, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8617, loss_cls: 1.3006, loss: 1.3006, grad_norm: 7.4785 2020-08-03 18:27:40,878 - mmaction - INFO - Epoch [65][2780/3757] lr: 1.000e-03, eta: 2 days, 23:41:51, time: 2.013, data_time: 0.149, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3346, loss: 1.3346, grad_norm: 7.5576 2020-08-03 18:28:20,875 - mmaction - INFO - Epoch [65][2800/3757] lr: 1.000e-03, eta: 2 days, 23:41:13, time: 2.001, data_time: 0.008, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8594, loss_cls: 1.3662, loss: 1.3662, grad_norm: 7.7821 2020-08-03 18:28:59,975 - mmaction - INFO - Epoch [65][2820/3757] lr: 1.000e-03, eta: 2 days, 23:40:35, time: 1.956, data_time: 0.006, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8680, loss_cls: 1.3266, loss: 1.3266, grad_norm: 7.9740 2020-08-03 18:29:39,830 - mmaction - INFO - Epoch [65][2840/3757] lr: 1.000e-03, eta: 2 days, 23:39:57, time: 1.990, data_time: 0.007, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8633, loss_cls: 1.3601, loss: 1.3601, grad_norm: 8.0034 2020-08-03 18:30:19,898 - mmaction - INFO - Epoch [65][2860/3757] lr: 1.000e-03, eta: 2 days, 23:39:20, time: 2.004, data_time: 0.007, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8805, loss_cls: 1.2627, loss: 1.2627, grad_norm: 7.4879 2020-08-03 18:30:57,261 - mmaction - INFO - Epoch [65][2880/3757] lr: 1.000e-03, eta: 2 days, 23:38:38, time: 1.870, data_time: 0.008, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4284, loss: 1.4284, grad_norm: 7.9079 2020-08-03 18:31:35,567 - mmaction - INFO - Epoch [65][2900/3757] lr: 1.000e-03, eta: 2 days, 23:37:58, time: 1.914, data_time: 0.009, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8352, loss_cls: 1.4643, loss: 1.4643, grad_norm: 7.9985 2020-08-03 18:32:14,538 - mmaction - INFO - Epoch [65][2920/3757] lr: 1.000e-03, eta: 2 days, 23:37:19, time: 1.944, data_time: 0.007, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8500, loss_cls: 1.4110, loss: 1.4110, grad_norm: 7.7404 2020-08-03 18:32:50,821 - mmaction - INFO - Epoch [65][2940/3757] lr: 1.000e-03, eta: 2 days, 23:36:36, time: 1.821, data_time: 0.010, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.3465, loss: 1.3465, grad_norm: 7.8389 2020-08-03 18:33:33,867 - mmaction - INFO - Epoch [65][2960/3757] lr: 1.000e-03, eta: 2 days, 23:36:04, time: 2.145, data_time: 0.007, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8602, loss_cls: 1.3451, loss: 1.3451, grad_norm: 7.7304 2020-08-03 18:34:12,872 - mmaction - INFO - Epoch [65][2980/3757] lr: 1.000e-03, eta: 2 days, 23:35:25, time: 1.953, data_time: 0.255, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8633, loss_cls: 1.3064, loss: 1.3064, grad_norm: 7.6049 2020-08-03 18:34:53,821 - mmaction - INFO - Epoch [65][3000/3757] lr: 1.000e-03, eta: 2 days, 23:34:49, time: 2.044, data_time: 0.436, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8484, loss_cls: 1.3434, loss: 1.3434, grad_norm: 7.5120 2020-08-03 18:35:33,472 - mmaction - INFO - Epoch [65][3020/3757] lr: 1.000e-03, eta: 2 days, 23:34:11, time: 1.988, data_time: 0.011, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8562, loss_cls: 1.3126, loss: 1.3126, grad_norm: 7.7462 2020-08-03 18:36:08,848 - mmaction - INFO - Epoch [65][3040/3757] lr: 1.000e-03, eta: 2 days, 23:33:26, time: 1.762, data_time: 0.010, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3725, loss: 1.3725, grad_norm: 7.9278 2020-08-03 18:36:49,509 - mmaction - INFO - Epoch [65][3060/3757] lr: 1.000e-03, eta: 2 days, 23:32:50, time: 2.042, data_time: 0.041, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8648, loss_cls: 1.2903, loss: 1.2903, grad_norm: 7.5681 2020-08-03 18:37:28,484 - mmaction - INFO - Epoch [65][3080/3757] lr: 1.000e-03, eta: 2 days, 23:32:11, time: 1.940, data_time: 0.008, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8562, loss_cls: 1.3336, loss: 1.3336, grad_norm: 7.5365 2020-08-03 18:38:06,328 - mmaction - INFO - Epoch [65][3100/3757] lr: 1.000e-03, eta: 2 days, 23:31:30, time: 1.900, data_time: 0.011, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8461, loss_cls: 1.4422, loss: 1.4422, grad_norm: 7.9068 2020-08-03 18:38:44,480 - mmaction - INFO - Epoch [65][3120/3757] lr: 1.000e-03, eta: 2 days, 23:30:50, time: 1.907, data_time: 0.008, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3761, loss: 1.3761, grad_norm: 7.8562 2020-08-03 18:39:23,693 - mmaction - INFO - Epoch [65][3140/3757] lr: 1.000e-03, eta: 2 days, 23:30:12, time: 1.961, data_time: 0.005, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8500, loss_cls: 1.3794, loss: 1.3794, grad_norm: 7.7691 2020-08-03 18:40:02,097 - mmaction - INFO - Epoch [65][3160/3757] lr: 1.000e-03, eta: 2 days, 23:29:32, time: 1.919, data_time: 0.008, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8555, loss_cls: 1.3161, loss: 1.3161, grad_norm: 7.5107 2020-08-03 18:40:42,373 - mmaction - INFO - Epoch [65][3180/3757] lr: 1.000e-03, eta: 2 days, 23:28:55, time: 2.013, data_time: 0.004, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3435, loss: 1.3435, grad_norm: 7.7395 2020-08-03 18:41:23,609 - mmaction - INFO - Epoch [65][3200/3757] lr: 1.000e-03, eta: 2 days, 23:28:20, time: 2.063, data_time: 0.011, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8477, loss_cls: 1.4172, loss: 1.4172, grad_norm: 7.7006 2020-08-03 18:42:01,903 - mmaction - INFO - Epoch [65][3220/3757] lr: 1.000e-03, eta: 2 days, 23:27:39, time: 1.911, data_time: 0.015, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8391, loss_cls: 1.4383, loss: 1.4383, grad_norm: 7.9159 2020-08-03 18:42:37,020 - mmaction - INFO - Epoch [65][3240/3757] lr: 1.000e-03, eta: 2 days, 23:26:54, time: 1.751, data_time: 0.089, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.4171, loss: 1.4171, grad_norm: 7.7335 2020-08-03 18:43:14,986 - mmaction - INFO - Epoch [65][3260/3757] lr: 1.000e-03, eta: 2 days, 23:26:14, time: 1.907, data_time: 0.668, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8648, loss_cls: 1.3227, loss: 1.3227, grad_norm: 7.7972 2020-08-03 18:43:52,778 - mmaction - INFO - Epoch [65][3280/3757] lr: 1.000e-03, eta: 2 days, 23:25:33, time: 1.888, data_time: 0.119, memory: 5166, top1_acc: 0.6320, top5_acc: 0.8352, loss_cls: 1.4945, loss: 1.4945, grad_norm: 7.8717 2020-08-03 18:44:33,036 - mmaction - INFO - Epoch [65][3300/3757] lr: 1.000e-03, eta: 2 days, 23:24:56, time: 2.014, data_time: 0.235, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.4203, loss: 1.4203, grad_norm: 7.6757 2020-08-03 18:45:10,227 - mmaction - INFO - Epoch [65][3320/3757] lr: 1.000e-03, eta: 2 days, 23:24:14, time: 1.853, data_time: 0.009, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8695, loss_cls: 1.2821, loss: 1.2821, grad_norm: 7.5573 2020-08-03 18:45:52,555 - mmaction - INFO - Epoch [65][3340/3757] lr: 1.000e-03, eta: 2 days, 23:23:41, time: 2.122, data_time: 0.245, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.3737, loss: 1.3737, grad_norm: 8.0105 2020-08-03 18:46:25,633 - mmaction - INFO - Epoch [65][3360/3757] lr: 1.000e-03, eta: 2 days, 23:22:52, time: 1.646, data_time: 0.537, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8594, loss_cls: 1.3310, loss: 1.3310, grad_norm: 7.6546 2020-08-03 18:47:05,983 - mmaction - INFO - Epoch [65][3380/3757] lr: 1.000e-03, eta: 2 days, 23:22:15, time: 2.027, data_time: 0.292, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.3773, loss: 1.3773, grad_norm: 7.8171 2020-08-03 18:47:48,370 - mmaction - INFO - Epoch [65][3400/3757] lr: 1.000e-03, eta: 2 days, 23:21:42, time: 2.118, data_time: 0.007, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8500, loss_cls: 1.3884, loss: 1.3884, grad_norm: 7.7716 2020-08-03 18:48:26,396 - mmaction - INFO - Epoch [65][3420/3757] lr: 1.000e-03, eta: 2 days, 23:21:01, time: 1.902, data_time: 0.004, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8672, loss_cls: 1.3878, loss: 1.3878, grad_norm: 7.9988 2020-08-03 18:49:03,145 - mmaction - INFO - Epoch [65][3440/3757] lr: 1.000e-03, eta: 2 days, 23:20:19, time: 1.834, data_time: 0.008, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8586, loss_cls: 1.3234, loss: 1.3234, grad_norm: 7.4951 2020-08-03 18:49:41,704 - mmaction - INFO - Epoch [65][3460/3757] lr: 1.000e-03, eta: 2 days, 23:19:39, time: 1.932, data_time: 0.009, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8680, loss_cls: 1.3290, loss: 1.3290, grad_norm: 7.5723 2020-08-03 18:50:22,768 - mmaction - INFO - Epoch [65][3480/3757] lr: 1.000e-03, eta: 2 days, 23:19:03, time: 2.043, data_time: 0.104, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8688, loss_cls: 1.3043, loss: 1.3043, grad_norm: 7.4099 2020-08-03 18:51:03,642 - mmaction - INFO - Epoch [65][3500/3757] lr: 1.000e-03, eta: 2 days, 23:18:28, time: 2.049, data_time: 0.012, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8680, loss_cls: 1.3100, loss: 1.3100, grad_norm: 7.6304 2020-08-03 18:51:43,414 - mmaction - INFO - Epoch [65][3520/3757] lr: 1.000e-03, eta: 2 days, 23:17:50, time: 1.993, data_time: 0.009, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8773, loss_cls: 1.2867, loss: 1.2867, grad_norm: 7.6115 2020-08-03 18:52:21,091 - mmaction - INFO - Epoch [65][3540/3757] lr: 1.000e-03, eta: 2 days, 23:17:09, time: 1.881, data_time: 0.015, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.3596, loss: 1.3596, grad_norm: 8.0238 2020-08-03 18:53:01,705 - mmaction - INFO - Epoch [65][3560/3757] lr: 1.000e-03, eta: 2 days, 23:16:33, time: 2.035, data_time: 0.329, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8523, loss_cls: 1.3744, loss: 1.3744, grad_norm: 8.0207 2020-08-03 18:53:39,159 - mmaction - INFO - Epoch [65][3580/3757] lr: 1.000e-03, eta: 2 days, 23:15:51, time: 1.872, data_time: 0.737, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.2979, loss: 1.2979, grad_norm: 7.7670 2020-08-03 18:54:19,973 - mmaction - INFO - Epoch [65][3600/3757] lr: 1.000e-03, eta: 2 days, 23:15:15, time: 2.041, data_time: 0.118, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8609, loss_cls: 1.3851, loss: 1.3851, grad_norm: 7.8356 2020-08-03 18:54:59,013 - mmaction - INFO - Epoch [65][3620/3757] lr: 1.000e-03, eta: 2 days, 23:14:36, time: 1.948, data_time: 0.008, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3691, loss: 1.3691, grad_norm: 7.9350 2020-08-03 18:55:40,165 - mmaction - INFO - Epoch [65][3640/3757] lr: 1.000e-03, eta: 2 days, 23:14:01, time: 2.054, data_time: 0.433, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.3333, loss: 1.3333, grad_norm: 7.7865 2020-08-03 18:56:21,719 - mmaction - INFO - Epoch [65][3660/3757] lr: 1.000e-03, eta: 2 days, 23:13:26, time: 2.085, data_time: 0.778, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8656, loss_cls: 1.3475, loss: 1.3475, grad_norm: 8.0929 2020-08-03 18:56:57,141 - mmaction - INFO - Epoch [65][3680/3757] lr: 1.000e-03, eta: 2 days, 23:12:41, time: 1.765, data_time: 0.777, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.4058, loss: 1.4058, grad_norm: 7.5729 2020-08-03 18:57:36,524 - mmaction - INFO - Epoch [65][3700/3757] lr: 1.000e-03, eta: 2 days, 23:12:03, time: 1.976, data_time: 0.349, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8586, loss_cls: 1.3761, loss: 1.3761, grad_norm: 7.6593 2020-08-03 18:58:17,947 - mmaction - INFO - Epoch [65][3720/3757] lr: 1.000e-03, eta: 2 days, 23:11:28, time: 2.065, data_time: 0.539, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8430, loss_cls: 1.4200, loss: 1.4200, grad_norm: 7.9016 2020-08-03 18:58:53,842 - mmaction - INFO - Epoch [65][3740/3757] lr: 1.000e-03, eta: 2 days, 23:10:44, time: 1.801, data_time: 0.191, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8758, loss_cls: 1.3228, loss: 1.3228, grad_norm: 7.5947 2020-08-03 18:59:19,115 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-08-03 19:00:18,384 - mmaction - INFO - Epoch [66][20/3757] lr: 1.000e-03, eta: 2 days, 23:09:09, time: 2.869, data_time: 0.779, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8625, loss_cls: 1.3449, loss: 1.3449, grad_norm: 7.7830 2020-08-03 19:00:58,541 - mmaction - INFO - Epoch [66][40/3757] lr: 1.000e-03, eta: 2 days, 23:08:32, time: 2.023, data_time: 0.053, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8797, loss_cls: 1.2116, loss: 1.2116, grad_norm: 7.4750 2020-08-03 19:01:38,951 - mmaction - INFO - Epoch [66][60/3757] lr: 1.000e-03, eta: 2 days, 23:07:55, time: 2.011, data_time: 0.406, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8773, loss_cls: 1.3122, loss: 1.3122, grad_norm: 7.7694 2020-08-03 19:02:18,061 - mmaction - INFO - Epoch [66][80/3757] lr: 1.000e-03, eta: 2 days, 23:07:17, time: 1.961, data_time: 0.332, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2402, loss: 1.2402, grad_norm: 7.5126 2020-08-03 19:02:58,305 - mmaction - INFO - Epoch [66][100/3757] lr: 1.000e-03, eta: 2 days, 23:06:40, time: 2.015, data_time: 0.007, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3803, loss: 1.3803, grad_norm: 7.9853 2020-08-03 19:03:36,404 - mmaction - INFO - Epoch [66][120/3757] lr: 1.000e-03, eta: 2 days, 23:05:59, time: 1.906, data_time: 0.004, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2640, loss: 1.2640, grad_norm: 7.6460 2020-08-03 19:04:18,999 - mmaction - INFO - Epoch [66][140/3757] lr: 1.000e-03, eta: 2 days, 23:05:26, time: 2.129, data_time: 0.002, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3188, loss: 1.3188, grad_norm: 7.6063 2020-08-03 19:04:56,753 - mmaction - INFO - Epoch [66][160/3757] lr: 1.000e-03, eta: 2 days, 23:04:45, time: 1.881, data_time: 0.008, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8516, loss_cls: 1.4114, loss: 1.4114, grad_norm: 7.9646 2020-08-03 19:05:34,323 - mmaction - INFO - Epoch [66][180/3757] lr: 1.000e-03, eta: 2 days, 23:04:04, time: 1.885, data_time: 0.010, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.2675, loss: 1.2675, grad_norm: 7.4202 2020-08-03 19:06:13,695 - mmaction - INFO - Epoch [66][200/3757] lr: 1.000e-03, eta: 2 days, 23:03:26, time: 1.961, data_time: 0.102, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8688, loss_cls: 1.2784, loss: 1.2784, grad_norm: 7.6415 2020-08-03 19:06:52,891 - mmaction - INFO - Epoch [66][220/3757] lr: 1.000e-03, eta: 2 days, 23:02:47, time: 1.967, data_time: 0.286, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8797, loss_cls: 1.2909, loss: 1.2909, grad_norm: 7.7117 2020-08-03 19:07:33,907 - mmaction - INFO - Epoch [66][240/3757] lr: 1.000e-03, eta: 2 days, 23:02:11, time: 2.041, data_time: 0.009, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8695, loss_cls: 1.2744, loss: 1.2744, grad_norm: 7.6987 2020-08-03 19:08:13,391 - mmaction - INFO - Epoch [66][260/3757] lr: 1.000e-03, eta: 2 days, 23:01:33, time: 1.983, data_time: 0.321, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.3104, loss: 1.3104, grad_norm: 7.5521 2020-08-03 19:08:53,619 - mmaction - INFO - Epoch [66][280/3757] lr: 1.000e-03, eta: 2 days, 23:00:56, time: 2.002, data_time: 0.334, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8539, loss_cls: 1.4300, loss: 1.4300, grad_norm: 8.1472 2020-08-03 19:09:29,461 - mmaction - INFO - Epoch [66][300/3757] lr: 1.000e-03, eta: 2 days, 23:00:12, time: 1.803, data_time: 0.085, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8445, loss_cls: 1.4194, loss: 1.4194, grad_norm: 8.1382 2020-08-03 19:10:11,877 - mmaction - INFO - Epoch [66][320/3757] lr: 1.000e-03, eta: 2 days, 22:59:39, time: 2.114, data_time: 0.161, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.2819, loss: 1.2819, grad_norm: 7.5091 2020-08-03 19:10:48,083 - mmaction - INFO - Epoch [66][340/3757] lr: 1.000e-03, eta: 2 days, 22:58:56, time: 1.818, data_time: 0.023, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.2960, loss: 1.2960, grad_norm: 7.9122 2020-08-03 19:11:29,412 - mmaction - INFO - Epoch [66][360/3757] lr: 1.000e-03, eta: 2 days, 22:58:20, time: 2.063, data_time: 0.089, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8609, loss_cls: 1.3235, loss: 1.3235, grad_norm: 7.8037 2020-08-03 19:12:07,923 - mmaction - INFO - Epoch [66][380/3757] lr: 1.000e-03, eta: 2 days, 22:57:40, time: 1.921, data_time: 0.005, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8570, loss_cls: 1.3255, loss: 1.3255, grad_norm: 7.9688 2020-08-03 19:12:47,604 - mmaction - INFO - Epoch [66][400/3757] lr: 1.000e-03, eta: 2 days, 22:57:03, time: 1.986, data_time: 0.019, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8461, loss_cls: 1.3669, loss: 1.3669, grad_norm: 7.6228 2020-08-03 19:13:29,542 - mmaction - INFO - Epoch [66][420/3757] lr: 1.000e-03, eta: 2 days, 22:56:29, time: 2.102, data_time: 0.014, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8531, loss_cls: 1.3906, loss: 1.3906, grad_norm: 7.9241 2020-08-03 19:14:07,869 - mmaction - INFO - Epoch [66][440/3757] lr: 1.000e-03, eta: 2 days, 22:55:49, time: 1.914, data_time: 0.002, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.3697, loss: 1.3697, grad_norm: 7.9775 2020-08-03 19:14:46,516 - mmaction - INFO - Epoch [66][460/3757] lr: 1.000e-03, eta: 2 days, 22:55:09, time: 1.927, data_time: 0.009, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8695, loss_cls: 1.2896, loss: 1.2896, grad_norm: 7.6275 2020-08-03 19:15:24,969 - mmaction - INFO - Epoch [66][480/3757] lr: 1.000e-03, eta: 2 days, 22:54:29, time: 1.926, data_time: 0.010, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.4201, loss: 1.4201, grad_norm: 8.0073 2020-08-03 19:16:02,217 - mmaction - INFO - Epoch [66][500/3757] lr: 1.000e-03, eta: 2 days, 22:53:48, time: 1.864, data_time: 0.008, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8570, loss_cls: 1.2909, loss: 1.2909, grad_norm: 7.6800 2020-08-03 19:16:41,423 - mmaction - INFO - Epoch [66][520/3757] lr: 1.000e-03, eta: 2 days, 22:53:09, time: 1.959, data_time: 0.015, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8617, loss_cls: 1.3617, loss: 1.3617, grad_norm: 7.8229 2020-08-03 19:17:22,419 - mmaction - INFO - Epoch [66][540/3757] lr: 1.000e-03, eta: 2 days, 22:52:33, time: 2.053, data_time: 0.013, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8617, loss_cls: 1.3617, loss: 1.3617, grad_norm: 7.8124 2020-08-03 19:17:56,857 - mmaction - INFO - Epoch [66][560/3757] lr: 1.000e-03, eta: 2 days, 22:51:47, time: 1.722, data_time: 0.359, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.2983, loss: 1.2983, grad_norm: 7.7099 2020-08-03 19:18:36,020 - mmaction - INFO - Epoch [66][580/3757] lr: 1.000e-03, eta: 2 days, 22:51:09, time: 1.958, data_time: 0.669, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8711, loss_cls: 1.2852, loss: 1.2852, grad_norm: 7.6581 2020-08-03 19:19:14,133 - mmaction - INFO - Epoch [66][600/3757] lr: 1.000e-03, eta: 2 days, 22:50:28, time: 1.906, data_time: 0.163, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8586, loss_cls: 1.3540, loss: 1.3540, grad_norm: 7.8333 2020-08-03 19:19:56,290 - mmaction - INFO - Epoch [66][620/3757] lr: 1.000e-03, eta: 2 days, 22:49:54, time: 2.108, data_time: 0.807, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8578, loss_cls: 1.3796, loss: 1.3796, grad_norm: 8.2076 2020-08-03 19:20:34,544 - mmaction - INFO - Epoch [66][640/3757] lr: 1.000e-03, eta: 2 days, 22:49:14, time: 1.911, data_time: 0.249, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.3221, loss: 1.3221, grad_norm: 7.6273 2020-08-03 19:21:15,520 - mmaction - INFO - Epoch [66][660/3757] lr: 1.000e-03, eta: 2 days, 22:48:38, time: 2.051, data_time: 0.413, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8758, loss_cls: 1.2829, loss: 1.2829, grad_norm: 7.5292 2020-08-03 19:21:55,446 - mmaction - INFO - Epoch [66][680/3757] lr: 1.000e-03, eta: 2 days, 22:48:01, time: 1.987, data_time: 0.287, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8703, loss_cls: 1.3332, loss: 1.3332, grad_norm: 7.6120 2020-08-03 19:22:36,664 - mmaction - INFO - Epoch [66][700/3757] lr: 1.000e-03, eta: 2 days, 22:47:25, time: 2.064, data_time: 0.013, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.4925, loss: 1.4925, grad_norm: 8.0796 2020-08-03 19:23:15,647 - mmaction - INFO - Epoch [66][720/3757] lr: 1.000e-03, eta: 2 days, 22:46:46, time: 1.953, data_time: 0.008, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8625, loss_cls: 1.3113, loss: 1.3113, grad_norm: 7.8250 2020-08-03 19:23:53,614 - mmaction - INFO - Epoch [66][740/3757] lr: 1.000e-03, eta: 2 days, 22:46:06, time: 1.901, data_time: 0.017, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8633, loss_cls: 1.3037, loss: 1.3037, grad_norm: 7.8682 2020-08-03 19:24:30,474 - mmaction - INFO - Epoch [66][760/3757] lr: 1.000e-03, eta: 2 days, 22:45:23, time: 1.835, data_time: 0.007, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8633, loss_cls: 1.3536, loss: 1.3536, grad_norm: 7.7855 2020-08-03 19:25:08,298 - mmaction - INFO - Epoch [66][780/3757] lr: 1.000e-03, eta: 2 days, 22:44:43, time: 1.898, data_time: 0.011, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8703, loss_cls: 1.2323, loss: 1.2323, grad_norm: 7.7318 2020-08-03 19:25:50,168 - mmaction - INFO - Epoch [66][800/3757] lr: 1.000e-03, eta: 2 days, 22:44:08, time: 2.091, data_time: 0.003, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8727, loss_cls: 1.2860, loss: 1.2860, grad_norm: 7.7296 2020-08-03 19:26:31,219 - mmaction - INFO - Epoch [66][820/3757] lr: 1.000e-03, eta: 2 days, 22:43:33, time: 2.056, data_time: 0.050, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3853, loss: 1.3853, grad_norm: 7.8325 2020-08-03 19:27:08,702 - mmaction - INFO - Epoch [66][840/3757] lr: 1.000e-03, eta: 2 days, 22:42:52, time: 1.873, data_time: 0.336, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8648, loss_cls: 1.3203, loss: 1.3203, grad_norm: 7.7226 2020-08-03 19:27:48,821 - mmaction - INFO - Epoch [66][860/3757] lr: 1.000e-03, eta: 2 days, 22:42:14, time: 2.000, data_time: 0.577, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.3190, loss: 1.3190, grad_norm: 7.7045 2020-08-03 19:28:28,629 - mmaction - INFO - Epoch [66][880/3757] lr: 1.000e-03, eta: 2 days, 22:41:37, time: 1.995, data_time: 0.231, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3422, loss: 1.3422, grad_norm: 7.6808 2020-08-03 19:29:07,610 - mmaction - INFO - Epoch [66][900/3757] lr: 1.000e-03, eta: 2 days, 22:40:58, time: 1.950, data_time: 0.325, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8609, loss_cls: 1.3497, loss: 1.3497, grad_norm: 7.7814 2020-08-03 19:29:41,089 - mmaction - INFO - Epoch [66][920/3757] lr: 1.000e-03, eta: 2 days, 22:40:10, time: 1.668, data_time: 0.170, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8750, loss_cls: 1.2628, loss: 1.2628, grad_norm: 7.3067 2020-08-03 19:30:24,101 - mmaction - INFO - Epoch [66][940/3757] lr: 1.000e-03, eta: 2 days, 22:39:37, time: 2.153, data_time: 0.374, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.4067, loss: 1.4067, grad_norm: 7.9290 2020-08-03 19:30:59,950 - mmaction - INFO - Epoch [66][960/3757] lr: 1.000e-03, eta: 2 days, 22:38:54, time: 1.796, data_time: 0.009, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8859, loss_cls: 1.2392, loss: 1.2392, grad_norm: 7.7507 2020-08-03 19:31:39,197 - mmaction - INFO - Epoch [66][980/3757] lr: 1.000e-03, eta: 2 days, 22:38:15, time: 1.955, data_time: 0.121, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8570, loss_cls: 1.3897, loss: 1.3897, grad_norm: 7.8071 2020-08-03 19:32:18,541 - mmaction - INFO - Epoch [66][1000/3757] lr: 1.000e-03, eta: 2 days, 22:37:37, time: 1.969, data_time: 0.174, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8461, loss_cls: 1.3683, loss: 1.3683, grad_norm: 7.6824 2020-08-03 19:32:58,194 - mmaction - INFO - Epoch [66][1020/3757] lr: 1.000e-03, eta: 2 days, 22:36:59, time: 1.986, data_time: 0.009, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8453, loss_cls: 1.3968, loss: 1.3968, grad_norm: 7.7455 2020-08-03 19:33:35,508 - mmaction - INFO - Epoch [66][1040/3757] lr: 1.000e-03, eta: 2 days, 22:36:17, time: 1.865, data_time: 0.010, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8500, loss_cls: 1.3438, loss: 1.3438, grad_norm: 7.7072 2020-08-03 19:34:12,707 - mmaction - INFO - Epoch [66][1060/3757] lr: 1.000e-03, eta: 2 days, 22:35:36, time: 1.859, data_time: 0.217, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3601, loss: 1.3601, grad_norm: 7.7352 2020-08-03 19:34:54,334 - mmaction - INFO - Epoch [66][1080/3757] lr: 1.000e-03, eta: 2 days, 22:35:01, time: 2.083, data_time: 0.101, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8625, loss_cls: 1.3547, loss: 1.3547, grad_norm: 7.7233 2020-08-03 19:35:31,556 - mmaction - INFO - Epoch [66][1100/3757] lr: 1.000e-03, eta: 2 days, 22:34:19, time: 1.857, data_time: 0.119, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.2945, loss: 1.2945, grad_norm: 7.8873 2020-08-03 19:36:15,017 - mmaction - INFO - Epoch [66][1120/3757] lr: 1.000e-03, eta: 2 days, 22:33:47, time: 2.177, data_time: 1.129, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.3548, loss: 1.3548, grad_norm: 7.9952 2020-08-03 19:36:52,988 - mmaction - INFO - Epoch [66][1140/3757] lr: 1.000e-03, eta: 2 days, 22:33:06, time: 1.892, data_time: 1.223, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8484, loss_cls: 1.3922, loss: 1.3922, grad_norm: 7.7880 2020-08-03 19:37:29,009 - mmaction - INFO - Epoch [66][1160/3757] lr: 1.000e-03, eta: 2 days, 22:32:23, time: 1.810, data_time: 0.725, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3179, loss: 1.3179, grad_norm: 7.7014 2020-08-03 19:38:09,194 - mmaction - INFO - Epoch [66][1180/3757] lr: 1.000e-03, eta: 2 days, 22:31:46, time: 2.009, data_time: 0.527, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.3509, loss: 1.3509, grad_norm: 7.6939 2020-08-03 19:38:48,630 - mmaction - INFO - Epoch [66][1200/3757] lr: 1.000e-03, eta: 2 days, 22:31:08, time: 1.969, data_time: 0.498, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8664, loss_cls: 1.3144, loss: 1.3144, grad_norm: 7.6218 2020-08-03 19:39:26,752 - mmaction - INFO - Epoch [66][1220/3757] lr: 1.000e-03, eta: 2 days, 22:30:27, time: 1.906, data_time: 0.407, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.2412, loss: 1.2412, grad_norm: 7.7131 2020-08-03 19:40:03,974 - mmaction - INFO - Epoch [66][1240/3757] lr: 1.000e-03, eta: 2 days, 22:29:46, time: 1.861, data_time: 0.005, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3336, loss: 1.3336, grad_norm: 7.9249 2020-08-03 19:40:44,556 - mmaction - INFO - Epoch [66][1260/3757] lr: 1.000e-03, eta: 2 days, 22:29:09, time: 2.032, data_time: 0.226, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8477, loss_cls: 1.4421, loss: 1.4421, grad_norm: 8.1558 2020-08-03 19:41:20,271 - mmaction - INFO - Epoch [66][1280/3757] lr: 1.000e-03, eta: 2 days, 22:28:25, time: 1.786, data_time: 0.516, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8500, loss_cls: 1.3082, loss: 1.3082, grad_norm: 7.7857 2020-08-03 19:42:02,893 - mmaction - INFO - Epoch [66][1300/3757] lr: 1.000e-03, eta: 2 days, 22:27:52, time: 2.127, data_time: 0.193, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8609, loss_cls: 1.2936, loss: 1.2936, grad_norm: 7.7266 2020-08-03 19:42:42,081 - mmaction - INFO - Epoch [66][1320/3757] lr: 1.000e-03, eta: 2 days, 22:27:13, time: 1.954, data_time: 0.017, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8586, loss_cls: 1.3348, loss: 1.3348, grad_norm: 7.7110 2020-08-03 19:43:20,670 - mmaction - INFO - Epoch [66][1340/3757] lr: 1.000e-03, eta: 2 days, 22:26:34, time: 1.931, data_time: 0.012, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3322, loss: 1.3322, grad_norm: 7.8329 2020-08-03 19:43:57,266 - mmaction - INFO - Epoch [66][1360/3757] lr: 1.000e-03, eta: 2 days, 22:25:51, time: 1.837, data_time: 0.011, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8539, loss_cls: 1.3380, loss: 1.3380, grad_norm: 7.7180 2020-08-03 19:44:35,099 - mmaction - INFO - Epoch [66][1380/3757] lr: 1.000e-03, eta: 2 days, 22:25:10, time: 1.886, data_time: 0.008, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2918, loss: 1.2918, grad_norm: 7.6844 2020-08-03 19:45:14,176 - mmaction - INFO - Epoch [66][1400/3757] lr: 1.000e-03, eta: 2 days, 22:24:32, time: 1.961, data_time: 0.010, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.3906, loss: 1.3906, grad_norm: 7.8938 2020-08-03 19:45:53,420 - mmaction - INFO - Epoch [66][1420/3757] lr: 1.000e-03, eta: 2 days, 22:23:53, time: 1.962, data_time: 0.003, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8805, loss_cls: 1.2476, loss: 1.2476, grad_norm: 7.5746 2020-08-03 19:46:30,563 - mmaction - INFO - Epoch [66][1440/3757] lr: 1.000e-03, eta: 2 days, 22:23:11, time: 1.849, data_time: 0.025, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2458, loss: 1.2458, grad_norm: 7.4640 2020-08-03 19:47:07,310 - mmaction - INFO - Epoch [66][1460/3757] lr: 1.000e-03, eta: 2 days, 22:22:29, time: 1.845, data_time: 0.027, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.3303, loss: 1.3303, grad_norm: 7.7157 2020-08-03 19:47:48,157 - mmaction - INFO - Epoch [66][1480/3757] lr: 1.000e-03, eta: 2 days, 22:21:53, time: 2.038, data_time: 0.084, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8688, loss_cls: 1.2929, loss: 1.2929, grad_norm: 7.8333 2020-08-03 19:48:29,217 - mmaction - INFO - Epoch [66][1500/3757] lr: 1.000e-03, eta: 2 days, 22:21:17, time: 2.057, data_time: 0.010, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8719, loss_cls: 1.3553, loss: 1.3553, grad_norm: 8.0569 2020-08-03 19:49:08,702 - mmaction - INFO - Epoch [66][1520/3757] lr: 1.000e-03, eta: 2 days, 22:20:39, time: 1.971, data_time: 0.102, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8539, loss_cls: 1.3979, loss: 1.3979, grad_norm: 8.0339 2020-08-03 19:49:49,024 - mmaction - INFO - Epoch [66][1540/3757] lr: 1.000e-03, eta: 2 days, 22:20:02, time: 2.017, data_time: 0.007, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8719, loss_cls: 1.3337, loss: 1.3337, grad_norm: 8.0355 2020-08-03 19:50:25,202 - mmaction - INFO - Epoch [66][1560/3757] lr: 1.000e-03, eta: 2 days, 22:19:19, time: 1.808, data_time: 0.030, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8609, loss_cls: 1.3455, loss: 1.3455, grad_norm: 8.1260 2020-08-03 19:51:04,736 - mmaction - INFO - Epoch [66][1580/3757] lr: 1.000e-03, eta: 2 days, 22:18:41, time: 1.979, data_time: 0.020, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3406, loss: 1.3406, grad_norm: 7.8595 2020-08-03 19:51:43,190 - mmaction - INFO - Epoch [66][1600/3757] lr: 1.000e-03, eta: 2 days, 22:18:01, time: 1.920, data_time: 0.008, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.3641, loss: 1.3641, grad_norm: 7.7894 2020-08-03 19:52:22,599 - mmaction - INFO - Epoch [66][1620/3757] lr: 1.000e-03, eta: 2 days, 22:17:22, time: 1.967, data_time: 0.068, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.3546, loss: 1.3546, grad_norm: 7.8854 2020-08-03 19:53:00,279 - mmaction - INFO - Epoch [66][1640/3757] lr: 1.000e-03, eta: 2 days, 22:16:42, time: 1.890, data_time: 0.539, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8602, loss_cls: 1.3064, loss: 1.3064, grad_norm: 7.7057 2020-08-03 19:53:38,506 - mmaction - INFO - Epoch [66][1660/3757] lr: 1.000e-03, eta: 2 days, 22:16:02, time: 1.913, data_time: 0.572, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8750, loss_cls: 1.2775, loss: 1.2775, grad_norm: 7.9150 2020-08-03 19:54:18,792 - mmaction - INFO - Epoch [66][1680/3757] lr: 1.000e-03, eta: 2 days, 22:15:25, time: 2.014, data_time: 0.642, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8555, loss_cls: 1.3788, loss: 1.3788, grad_norm: 7.9805 2020-08-03 19:54:57,872 - mmaction - INFO - Epoch [66][1700/3757] lr: 1.000e-03, eta: 2 days, 22:14:46, time: 1.954, data_time: 0.308, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8648, loss_cls: 1.3325, loss: 1.3325, grad_norm: 7.8837 2020-08-03 19:55:37,937 - mmaction - INFO - Epoch [66][1720/3757] lr: 1.000e-03, eta: 2 days, 22:14:09, time: 2.001, data_time: 0.363, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3294, loss: 1.3294, grad_norm: 7.8334 2020-08-03 19:56:17,373 - mmaction - INFO - Epoch [66][1740/3757] lr: 1.000e-03, eta: 2 days, 22:13:30, time: 1.974, data_time: 0.882, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8656, loss_cls: 1.2846, loss: 1.2846, grad_norm: 7.6728 2020-08-03 19:56:57,178 - mmaction - INFO - Epoch [66][1760/3757] lr: 1.000e-03, eta: 2 days, 22:12:52, time: 1.983, data_time: 1.290, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.3484, loss: 1.3484, grad_norm: 7.8671 2020-08-03 19:57:33,518 - mmaction - INFO - Epoch [66][1780/3757] lr: 1.000e-03, eta: 2 days, 22:12:10, time: 1.824, data_time: 0.678, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8523, loss_cls: 1.3475, loss: 1.3475, grad_norm: 7.6609 2020-08-03 19:58:11,943 - mmaction - INFO - Epoch [66][1800/3757] lr: 1.000e-03, eta: 2 days, 22:11:30, time: 1.911, data_time: 0.230, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.3506, loss: 1.3506, grad_norm: 7.7624 2020-08-03 19:58:51,321 - mmaction - INFO - Epoch [66][1820/3757] lr: 1.000e-03, eta: 2 days, 22:10:51, time: 1.975, data_time: 0.076, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8609, loss_cls: 1.3173, loss: 1.3173, grad_norm: 7.6162 2020-08-03 19:59:30,783 - mmaction - INFO - Epoch [66][1840/3757] lr: 1.000e-03, eta: 2 days, 22:10:13, time: 1.977, data_time: 0.141, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.3805, loss: 1.3805, grad_norm: 7.9377 2020-08-03 20:00:15,793 - mmaction - INFO - Epoch [66][1860/3757] lr: 1.000e-03, eta: 2 days, 22:09:43, time: 2.242, data_time: 0.008, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8594, loss_cls: 1.3445, loss: 1.3445, grad_norm: 7.7440 2020-08-03 20:00:48,081 - mmaction - INFO - Epoch [66][1880/3757] lr: 1.000e-03, eta: 2 days, 22:08:54, time: 1.624, data_time: 0.078, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.3341, loss: 1.3341, grad_norm: 7.8955 2020-08-03 20:01:28,694 - mmaction - INFO - Epoch [66][1900/3757] lr: 1.000e-03, eta: 2 days, 22:08:18, time: 2.027, data_time: 0.044, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8680, loss_cls: 1.2876, loss: 1.2876, grad_norm: 7.6732 2020-08-03 20:02:07,370 - mmaction - INFO - Epoch [66][1920/3757] lr: 1.000e-03, eta: 2 days, 22:07:39, time: 1.936, data_time: 0.467, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8594, loss_cls: 1.3261, loss: 1.3261, grad_norm: 7.8191 2020-08-03 20:02:45,212 - mmaction - INFO - Epoch [66][1940/3757] lr: 1.000e-03, eta: 2 days, 22:06:58, time: 1.893, data_time: 0.055, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8664, loss_cls: 1.3115, loss: 1.3115, grad_norm: 7.9492 2020-08-03 20:03:24,767 - mmaction - INFO - Epoch [66][1960/3757] lr: 1.000e-03, eta: 2 days, 22:06:20, time: 1.978, data_time: 0.376, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8578, loss_cls: 1.4172, loss: 1.4172, grad_norm: 8.2178 2020-08-03 20:04:05,321 - mmaction - INFO - Epoch [66][1980/3757] lr: 1.000e-03, eta: 2 days, 22:05:43, time: 2.026, data_time: 0.163, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.3500, loss: 1.3500, grad_norm: 7.9466 2020-08-03 20:04:42,011 - mmaction - INFO - Epoch [66][2000/3757] lr: 1.000e-03, eta: 2 days, 22:05:01, time: 1.828, data_time: 0.113, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8695, loss_cls: 1.2736, loss: 1.2736, grad_norm: 7.7052 2020-08-03 20:05:21,918 - mmaction - INFO - Epoch [66][2020/3757] lr: 1.000e-03, eta: 2 days, 22:04:23, time: 1.997, data_time: 0.078, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8586, loss_cls: 1.2983, loss: 1.2983, grad_norm: 7.8146 2020-08-03 20:06:00,147 - mmaction - INFO - Epoch [66][2040/3757] lr: 1.000e-03, eta: 2 days, 22:03:43, time: 1.918, data_time: 0.393, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8562, loss_cls: 1.3934, loss: 1.3934, grad_norm: 7.8889 2020-08-03 20:06:37,706 - mmaction - INFO - Epoch [66][2060/3757] lr: 1.000e-03, eta: 2 days, 22:03:02, time: 1.870, data_time: 0.009, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8586, loss_cls: 1.3792, loss: 1.3792, grad_norm: 7.9953 2020-08-03 20:07:17,856 - mmaction - INFO - Epoch [66][2080/3757] lr: 1.000e-03, eta: 2 days, 22:02:25, time: 2.016, data_time: 0.027, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.4170, loss: 1.4170, grad_norm: 7.9531 2020-08-03 20:07:58,995 - mmaction - INFO - Epoch [66][2100/3757] lr: 1.000e-03, eta: 2 days, 22:01:49, time: 2.050, data_time: 0.008, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8688, loss_cls: 1.3259, loss: 1.3259, grad_norm: 8.0898 2020-08-03 20:08:38,613 - mmaction - INFO - Epoch [66][2120/3757] lr: 1.000e-03, eta: 2 days, 22:01:11, time: 1.984, data_time: 0.119, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8578, loss_cls: 1.3317, loss: 1.3317, grad_norm: 7.6587 2020-08-03 20:09:17,642 - mmaction - INFO - Epoch [66][2140/3757] lr: 1.000e-03, eta: 2 days, 22:00:32, time: 1.952, data_time: 0.612, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8586, loss_cls: 1.3647, loss: 1.3647, grad_norm: 8.1258 2020-08-03 20:09:57,653 - mmaction - INFO - Epoch [66][2160/3757] lr: 1.000e-03, eta: 2 days, 21:59:55, time: 2.001, data_time: 1.078, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.3851, loss: 1.3851, grad_norm: 7.9264 2020-08-03 20:10:35,053 - mmaction - INFO - Epoch [66][2180/3757] lr: 1.000e-03, eta: 2 days, 21:59:14, time: 1.870, data_time: 1.106, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8727, loss_cls: 1.2942, loss: 1.2942, grad_norm: 7.7465 2020-08-03 20:11:14,637 - mmaction - INFO - Epoch [66][2200/3757] lr: 1.000e-03, eta: 2 days, 21:58:36, time: 1.978, data_time: 0.497, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8445, loss_cls: 1.3697, loss: 1.3697, grad_norm: 7.8449 2020-08-03 20:11:50,389 - mmaction - INFO - Epoch [66][2220/3757] lr: 1.000e-03, eta: 2 days, 21:57:52, time: 1.790, data_time: 0.482, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8805, loss_cls: 1.2987, loss: 1.2987, grad_norm: 7.8433 2020-08-03 20:12:34,075 - mmaction - INFO - Epoch [66][2240/3757] lr: 1.000e-03, eta: 2 days, 21:57:20, time: 2.183, data_time: 1.318, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4083, loss: 1.4083, grad_norm: 8.0078 2020-08-03 20:13:10,621 - mmaction - INFO - Epoch [66][2260/3757] lr: 1.000e-03, eta: 2 days, 21:56:37, time: 1.830, data_time: 0.506, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.3133, loss: 1.3133, grad_norm: 7.8129 2020-08-03 20:13:49,638 - mmaction - INFO - Epoch [66][2280/3757] lr: 1.000e-03, eta: 2 days, 21:55:58, time: 1.944, data_time: 0.008, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3479, loss: 1.3479, grad_norm: 7.5538 2020-08-03 20:14:30,595 - mmaction - INFO - Epoch [66][2300/3757] lr: 1.000e-03, eta: 2 days, 21:55:22, time: 2.052, data_time: 0.009, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8547, loss_cls: 1.4013, loss: 1.4013, grad_norm: 8.0458 2020-08-03 20:15:07,547 - mmaction - INFO - Epoch [66][2320/3757] lr: 1.000e-03, eta: 2 days, 21:54:40, time: 1.850, data_time: 0.015, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8625, loss_cls: 1.3101, loss: 1.3101, grad_norm: 7.9590 2020-08-03 20:15:45,160 - mmaction - INFO - Epoch [66][2340/3757] lr: 1.000e-03, eta: 2 days, 21:53:59, time: 1.879, data_time: 0.068, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8594, loss_cls: 1.4118, loss: 1.4118, grad_norm: 8.0402 2020-08-03 20:16:26,444 - mmaction - INFO - Epoch [66][2360/3757] lr: 1.000e-03, eta: 2 days, 21:53:24, time: 2.060, data_time: 0.145, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8656, loss_cls: 1.3243, loss: 1.3243, grad_norm: 7.7065 2020-08-03 20:17:05,822 - mmaction - INFO - Epoch [66][2380/3757] lr: 1.000e-03, eta: 2 days, 21:52:46, time: 1.974, data_time: 0.011, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8570, loss_cls: 1.3854, loss: 1.3854, grad_norm: 7.9348 2020-08-03 20:17:44,372 - mmaction - INFO - Epoch [66][2400/3757] lr: 1.000e-03, eta: 2 days, 21:52:06, time: 1.929, data_time: 0.009, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8742, loss_cls: 1.2583, loss: 1.2583, grad_norm: 7.5721 2020-08-03 20:18:23,854 - mmaction - INFO - Epoch [66][2420/3757] lr: 1.000e-03, eta: 2 days, 21:51:28, time: 1.965, data_time: 0.002, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3474, loss: 1.3474, grad_norm: 7.7040 2020-08-03 20:19:04,362 - mmaction - INFO - Epoch [66][2440/3757] lr: 1.000e-03, eta: 2 days, 21:50:51, time: 2.029, data_time: 0.012, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8430, loss_cls: 1.4268, loss: 1.4268, grad_norm: 8.0344 2020-08-03 20:19:41,564 - mmaction - INFO - Epoch [66][2460/3757] lr: 1.000e-03, eta: 2 days, 21:50:10, time: 1.866, data_time: 0.008, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8680, loss_cls: 1.3287, loss: 1.3287, grad_norm: 7.8668 2020-08-03 20:20:18,442 - mmaction - INFO - Epoch [66][2480/3757] lr: 1.000e-03, eta: 2 days, 21:49:27, time: 1.838, data_time: 0.010, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8656, loss_cls: 1.3500, loss: 1.3500, grad_norm: 7.7366 2020-08-03 20:21:01,394 - mmaction - INFO - Epoch [66][2500/3757] lr: 1.000e-03, eta: 2 days, 21:48:55, time: 2.154, data_time: 0.010, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8617, loss_cls: 1.3197, loss: 1.3197, grad_norm: 7.6551 2020-08-03 20:21:39,268 - mmaction - INFO - Epoch [66][2520/3757] lr: 1.000e-03, eta: 2 days, 21:48:14, time: 1.884, data_time: 0.007, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8570, loss_cls: 1.3735, loss: 1.3735, grad_norm: 7.9945 2020-08-03 20:22:19,121 - mmaction - INFO - Epoch [66][2540/3757] lr: 1.000e-03, eta: 2 days, 21:47:36, time: 1.998, data_time: 0.012, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8516, loss_cls: 1.4058, loss: 1.4058, grad_norm: 8.1101 2020-08-03 20:22:58,293 - mmaction - INFO - Epoch [66][2560/3757] lr: 1.000e-03, eta: 2 days, 21:46:57, time: 1.958, data_time: 0.010, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8680, loss_cls: 1.2911, loss: 1.2911, grad_norm: 7.5916 2020-08-03 20:23:36,679 - mmaction - INFO - Epoch [66][2580/3757] lr: 1.000e-03, eta: 2 days, 21:46:18, time: 1.917, data_time: 0.010, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8820, loss_cls: 1.2627, loss: 1.2627, grad_norm: 7.5942 2020-08-03 20:24:18,328 - mmaction - INFO - Epoch [66][2600/3757] lr: 1.000e-03, eta: 2 days, 21:45:43, time: 2.090, data_time: 0.010, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3266, loss: 1.3266, grad_norm: 7.7445 2020-08-03 20:24:59,029 - mmaction - INFO - Epoch [66][2620/3757] lr: 1.000e-03, eta: 2 days, 21:45:06, time: 2.031, data_time: 0.008, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8672, loss_cls: 1.3566, loss: 1.3566, grad_norm: 7.9427 2020-08-03 20:25:35,615 - mmaction - INFO - Epoch [66][2640/3757] lr: 1.000e-03, eta: 2 days, 21:44:24, time: 1.829, data_time: 0.010, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.4062, loss: 1.4062, grad_norm: 8.0184 2020-08-03 20:26:14,848 - mmaction - INFO - Epoch [66][2660/3757] lr: 1.000e-03, eta: 2 days, 21:43:45, time: 1.964, data_time: 0.012, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.3667, loss: 1.3667, grad_norm: 8.1376 2020-08-03 20:26:53,661 - mmaction - INFO - Epoch [66][2680/3757] lr: 1.000e-03, eta: 2 days, 21:43:06, time: 1.935, data_time: 0.012, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8711, loss_cls: 1.3585, loss: 1.3585, grad_norm: 8.0004 2020-08-03 20:27:29,346 - mmaction - INFO - Epoch [66][2700/3757] lr: 1.000e-03, eta: 2 days, 21:42:22, time: 1.791, data_time: 0.010, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8688, loss_cls: 1.3663, loss: 1.3663, grad_norm: 7.8894 2020-08-03 20:28:09,439 - mmaction - INFO - Epoch [66][2720/3757] lr: 1.000e-03, eta: 2 days, 21:41:45, time: 1.998, data_time: 0.008, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4344, loss: 1.4344, grad_norm: 8.1508 2020-08-03 20:28:49,450 - mmaction - INFO - Epoch [66][2740/3757] lr: 1.000e-03, eta: 2 days, 21:41:08, time: 2.006, data_time: 0.010, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8547, loss_cls: 1.3641, loss: 1.3641, grad_norm: 7.8911 2020-08-03 20:29:29,142 - mmaction - INFO - Epoch [66][2760/3757] lr: 1.000e-03, eta: 2 days, 21:40:29, time: 1.977, data_time: 0.008, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8633, loss_cls: 1.3622, loss: 1.3622, grad_norm: 8.0991 2020-08-03 20:30:07,267 - mmaction - INFO - Epoch [66][2780/3757] lr: 1.000e-03, eta: 2 days, 21:39:49, time: 1.912, data_time: 0.011, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4662, loss: 1.4662, grad_norm: 7.9861 2020-08-03 20:30:46,724 - mmaction - INFO - Epoch [66][2800/3757] lr: 1.000e-03, eta: 2 days, 21:39:11, time: 1.976, data_time: 0.005, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3819, loss: 1.3819, grad_norm: 7.9347 2020-08-03 20:31:26,285 - mmaction - INFO - Epoch [66][2820/3757] lr: 1.000e-03, eta: 2 days, 21:38:33, time: 1.970, data_time: 0.032, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8469, loss_cls: 1.3926, loss: 1.3926, grad_norm: 7.9656 2020-08-03 20:32:05,121 - mmaction - INFO - Epoch [66][2840/3757] lr: 1.000e-03, eta: 2 days, 21:37:54, time: 1.944, data_time: 0.010, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8578, loss_cls: 1.3635, loss: 1.3635, grad_norm: 7.7578 2020-08-03 20:32:41,847 - mmaction - INFO - Epoch [66][2860/3757] lr: 1.000e-03, eta: 2 days, 21:37:11, time: 1.835, data_time: 0.055, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8633, loss_cls: 1.3624, loss: 1.3624, grad_norm: 7.8004 2020-08-03 20:33:22,760 - mmaction - INFO - Epoch [66][2880/3757] lr: 1.000e-03, eta: 2 days, 21:36:36, time: 2.050, data_time: 0.745, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8945, loss_cls: 1.2132, loss: 1.2132, grad_norm: 7.5811 2020-08-03 20:33:58,376 - mmaction - INFO - Epoch [66][2900/3757] lr: 1.000e-03, eta: 2 days, 21:35:52, time: 1.781, data_time: 0.681, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3159, loss: 1.3159, grad_norm: 7.8674 2020-08-03 20:34:38,879 - mmaction - INFO - Epoch [66][2920/3757] lr: 1.000e-03, eta: 2 days, 21:35:15, time: 2.025, data_time: 0.295, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3199, loss: 1.3199, grad_norm: 7.7540 2020-08-03 20:35:20,925 - mmaction - INFO - Epoch [66][2940/3757] lr: 1.000e-03, eta: 2 days, 21:34:40, time: 2.097, data_time: 0.010, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8578, loss_cls: 1.3382, loss: 1.3382, grad_norm: 7.8738 2020-08-03 20:35:59,774 - mmaction - INFO - Epoch [66][2960/3757] lr: 1.000e-03, eta: 2 days, 21:34:01, time: 1.950, data_time: 0.011, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.2375, loss: 1.2375, grad_norm: 7.7491 2020-08-03 20:36:36,667 - mmaction - INFO - Epoch [66][2980/3757] lr: 1.000e-03, eta: 2 days, 21:33:19, time: 1.845, data_time: 0.006, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.4185, loss: 1.4185, grad_norm: 8.1972 2020-08-03 20:37:17,009 - mmaction - INFO - Epoch [66][3000/3757] lr: 1.000e-03, eta: 2 days, 21:32:42, time: 2.013, data_time: 0.002, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8570, loss_cls: 1.3298, loss: 1.3298, grad_norm: 7.8897 2020-08-03 20:37:56,945 - mmaction - INFO - Epoch [66][3020/3757] lr: 1.000e-03, eta: 2 days, 21:32:05, time: 1.991, data_time: 0.011, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8633, loss_cls: 1.3396, loss: 1.3396, grad_norm: 8.0012 2020-08-03 20:38:37,451 - mmaction - INFO - Epoch [66][3040/3757] lr: 1.000e-03, eta: 2 days, 21:31:28, time: 2.035, data_time: 0.012, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.2770, loss: 1.2770, grad_norm: 7.6067 2020-08-03 20:39:15,108 - mmaction - INFO - Epoch [66][3060/3757] lr: 1.000e-03, eta: 2 days, 21:30:47, time: 1.881, data_time: 0.009, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8664, loss_cls: 1.3243, loss: 1.3243, grad_norm: 7.7087 2020-08-03 20:39:53,284 - mmaction - INFO - Epoch [66][3080/3757] lr: 1.000e-03, eta: 2 days, 21:30:07, time: 1.902, data_time: 0.016, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3279, loss: 1.3279, grad_norm: 7.8663 2020-08-03 20:40:36,003 - mmaction - INFO - Epoch [66][3100/3757] lr: 1.000e-03, eta: 2 days, 21:29:34, time: 2.144, data_time: 0.785, memory: 5166, top1_acc: 0.6352, top5_acc: 0.8414, loss_cls: 1.4897, loss: 1.4897, grad_norm: 8.1653 2020-08-03 20:41:10,194 - mmaction - INFO - Epoch [66][3120/3757] lr: 1.000e-03, eta: 2 days, 21:28:48, time: 1.706, data_time: 1.137, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8406, loss_cls: 1.4396, loss: 1.4396, grad_norm: 8.0719 2020-08-03 20:41:50,241 - mmaction - INFO - Epoch [66][3140/3757] lr: 1.000e-03, eta: 2 days, 21:28:10, time: 2.005, data_time: 1.121, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8523, loss_cls: 1.3791, loss: 1.3791, grad_norm: 7.9128 2020-08-03 20:42:30,652 - mmaction - INFO - Epoch [66][3160/3757] lr: 1.000e-03, eta: 2 days, 21:27:34, time: 2.022, data_time: 0.117, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8477, loss_cls: 1.3988, loss: 1.3988, grad_norm: 8.1215 2020-08-03 20:43:07,715 - mmaction - INFO - Epoch [66][3180/3757] lr: 1.000e-03, eta: 2 days, 21:26:52, time: 1.851, data_time: 0.163, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3544, loss: 1.3544, grad_norm: 7.6621 2020-08-03 20:43:45,937 - mmaction - INFO - Epoch [66][3200/3757] lr: 1.000e-03, eta: 2 days, 21:26:11, time: 1.908, data_time: 0.127, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8719, loss_cls: 1.3469, loss: 1.3469, grad_norm: 8.1108 2020-08-03 20:44:25,015 - mmaction - INFO - Epoch [66][3220/3757] lr: 1.000e-03, eta: 2 days, 21:25:33, time: 1.959, data_time: 0.009, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.3061, loss: 1.3061, grad_norm: 7.6937 2020-08-03 20:45:07,591 - mmaction - INFO - Epoch [66][3240/3757] lr: 1.000e-03, eta: 2 days, 21:24:59, time: 2.127, data_time: 0.008, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.3635, loss: 1.3635, grad_norm: 7.9525 2020-08-03 20:45:43,589 - mmaction - INFO - Epoch [66][3260/3757] lr: 1.000e-03, eta: 2 days, 21:24:16, time: 1.799, data_time: 0.004, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3204, loss: 1.3204, grad_norm: 7.8135 2020-08-03 20:46:18,919 - mmaction - INFO - Epoch [66][3280/3757] lr: 1.000e-03, eta: 2 days, 21:23:31, time: 1.770, data_time: 0.008, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8711, loss_cls: 1.3452, loss: 1.3452, grad_norm: 8.0907 2020-08-03 20:47:01,907 - mmaction - INFO - Epoch [66][3300/3757] lr: 1.000e-03, eta: 2 days, 21:22:58, time: 2.141, data_time: 0.008, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8758, loss_cls: 1.3030, loss: 1.3030, grad_norm: 8.1098 2020-08-03 20:47:39,211 - mmaction - INFO - Epoch [66][3320/3757] lr: 1.000e-03, eta: 2 days, 21:22:17, time: 1.869, data_time: 0.012, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.3642, loss: 1.3642, grad_norm: 8.1684 2020-08-03 20:48:20,634 - mmaction - INFO - Epoch [66][3340/3757] lr: 1.000e-03, eta: 2 days, 21:21:42, time: 2.075, data_time: 0.037, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8688, loss_cls: 1.3898, loss: 1.3898, grad_norm: 8.1598 2020-08-03 20:48:58,705 - mmaction - INFO - Epoch [66][3360/3757] lr: 1.000e-03, eta: 2 days, 21:21:01, time: 1.898, data_time: 0.008, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8734, loss_cls: 1.2682, loss: 1.2682, grad_norm: 7.7604 2020-08-03 20:49:38,244 - mmaction - INFO - Epoch [66][3380/3757] lr: 1.000e-03, eta: 2 days, 21:20:23, time: 1.976, data_time: 0.129, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3298, loss: 1.3298, grad_norm: 7.8821 2020-08-03 20:50:19,848 - mmaction - INFO - Epoch [66][3400/3757] lr: 1.000e-03, eta: 2 days, 21:19:48, time: 2.086, data_time: 0.425, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8648, loss_cls: 1.3502, loss: 1.3502, grad_norm: 8.0046 2020-08-03 20:50:59,933 - mmaction - INFO - Epoch [66][3420/3757] lr: 1.000e-03, eta: 2 days, 21:19:11, time: 2.006, data_time: 1.235, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.3188, loss: 1.3188, grad_norm: 7.8265 2020-08-03 20:51:39,950 - mmaction - INFO - Epoch [66][3440/3757] lr: 1.000e-03, eta: 2 days, 21:18:33, time: 1.998, data_time: 1.208, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8578, loss_cls: 1.3758, loss: 1.3758, grad_norm: 7.9440 2020-08-03 20:52:19,348 - mmaction - INFO - Epoch [66][3460/3757] lr: 1.000e-03, eta: 2 days, 21:17:55, time: 1.971, data_time: 0.634, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8641, loss_cls: 1.3765, loss: 1.3765, grad_norm: 8.1315 2020-08-03 20:52:53,900 - mmaction - INFO - Epoch [66][3480/3757] lr: 1.000e-03, eta: 2 days, 21:17:09, time: 1.721, data_time: 0.299, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.3023, loss: 1.3023, grad_norm: 7.7050 2020-08-03 20:53:32,696 - mmaction - INFO - Epoch [66][3500/3757] lr: 1.000e-03, eta: 2 days, 21:16:30, time: 1.948, data_time: 0.458, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.3896, loss: 1.3896, grad_norm: 7.9474 2020-08-03 20:54:12,273 - mmaction - INFO - Epoch [66][3520/3757] lr: 1.000e-03, eta: 2 days, 21:15:52, time: 1.979, data_time: 1.231, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8719, loss_cls: 1.3366, loss: 1.3366, grad_norm: 7.8280 2020-08-03 20:54:50,662 - mmaction - INFO - Epoch [66][3540/3757] lr: 1.000e-03, eta: 2 days, 21:15:12, time: 1.912, data_time: 1.130, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8492, loss_cls: 1.3988, loss: 1.3988, grad_norm: 7.8068 2020-08-03 20:55:30,235 - mmaction - INFO - Epoch [66][3560/3757] lr: 1.000e-03, eta: 2 days, 21:14:34, time: 1.987, data_time: 1.366, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8680, loss_cls: 1.3213, loss: 1.3213, grad_norm: 8.1136 2020-08-03 20:56:06,828 - mmaction - INFO - Epoch [66][3580/3757] lr: 1.000e-03, eta: 2 days, 21:13:52, time: 1.830, data_time: 1.145, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8438, loss_cls: 1.3931, loss: 1.3931, grad_norm: 7.6509 2020-08-03 20:56:48,501 - mmaction - INFO - Epoch [66][3600/3757] lr: 1.000e-03, eta: 2 days, 21:13:17, time: 2.076, data_time: 0.060, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8555, loss_cls: 1.3652, loss: 1.3652, grad_norm: 7.9424 2020-08-03 20:57:30,256 - mmaction - INFO - Epoch [66][3620/3757] lr: 1.000e-03, eta: 2 days, 21:12:42, time: 2.093, data_time: 0.082, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.2879, loss: 1.2879, grad_norm: 7.5401 2020-08-03 20:58:08,494 - mmaction - INFO - Epoch [66][3640/3757] lr: 1.000e-03, eta: 2 days, 21:12:02, time: 1.904, data_time: 0.830, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3931, loss: 1.3931, grad_norm: 8.0397 2020-08-03 20:58:45,730 - mmaction - INFO - Epoch [66][3660/3757] lr: 1.000e-03, eta: 2 days, 21:11:21, time: 1.871, data_time: 1.300, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3734, loss: 1.3734, grad_norm: 7.8806 2020-08-03 20:59:25,557 - mmaction - INFO - Epoch [66][3680/3757] lr: 1.000e-03, eta: 2 days, 21:10:43, time: 1.988, data_time: 1.402, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3888, loss: 1.3888, grad_norm: 8.1405 2020-08-03 21:00:02,778 - mmaction - INFO - Epoch [66][3700/3757] lr: 1.000e-03, eta: 2 days, 21:10:01, time: 1.862, data_time: 1.011, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8484, loss_cls: 1.3903, loss: 1.3903, grad_norm: 8.0320 2020-08-03 21:00:44,324 - mmaction - INFO - Epoch [66][3720/3757] lr: 1.000e-03, eta: 2 days, 21:09:25, time: 2.032, data_time: 1.283, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8508, loss_cls: 1.4177, loss: 1.4177, grad_norm: 7.9817 2020-08-03 21:01:25,818 - mmaction - INFO - Epoch [66][3740/3757] lr: 1.000e-03, eta: 2 days, 21:08:51, time: 2.121, data_time: 1.564, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.3167, loss: 1.3167, grad_norm: 7.7172 2020-08-03 21:01:51,264 - mmaction - INFO - Saving checkpoint at 66 epochs 2020-08-03 21:02:45,178 - mmaction - INFO - Epoch [67][20/3757] lr: 1.000e-03, eta: 2 days, 21:07:09, time: 2.586, data_time: 0.880, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8641, loss_cls: 1.2824, loss: 1.2824, grad_norm: 7.8350 2020-08-03 21:03:25,568 - mmaction - INFO - Epoch [67][40/3757] lr: 1.000e-03, eta: 2 days, 21:06:32, time: 2.024, data_time: 0.063, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4237, loss: 1.4237, grad_norm: 8.1634 2020-08-03 21:04:05,600 - mmaction - INFO - Epoch [67][60/3757] lr: 1.000e-03, eta: 2 days, 21:05:55, time: 2.003, data_time: 0.003, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8664, loss_cls: 1.2986, loss: 1.2986, grad_norm: 7.8821 2020-08-03 21:04:44,194 - mmaction - INFO - Epoch [67][80/3757] lr: 1.000e-03, eta: 2 days, 21:05:15, time: 1.926, data_time: 0.006, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8500, loss_cls: 1.3792, loss: 1.3792, grad_norm: 7.7501 2020-08-03 21:05:25,661 - mmaction - INFO - Epoch [67][100/3757] lr: 1.000e-03, eta: 2 days, 21:04:40, time: 2.072, data_time: 0.006, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8516, loss_cls: 1.3899, loss: 1.3899, grad_norm: 7.8471 2020-08-03 21:06:06,155 - mmaction - INFO - Epoch [67][120/3757] lr: 1.000e-03, eta: 2 days, 21:04:03, time: 2.028, data_time: 0.012, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8570, loss_cls: 1.3069, loss: 1.3069, grad_norm: 7.6643 2020-08-03 21:06:42,102 - mmaction - INFO - Epoch [67][140/3757] lr: 1.000e-03, eta: 2 days, 21:03:19, time: 1.793, data_time: 0.008, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8625, loss_cls: 1.3298, loss: 1.3298, grad_norm: 7.5437 2020-08-03 21:07:20,404 - mmaction - INFO - Epoch [67][160/3757] lr: 1.000e-03, eta: 2 days, 21:02:40, time: 1.919, data_time: 0.459, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8641, loss_cls: 1.2642, loss: 1.2642, grad_norm: 7.5059 2020-08-03 21:08:04,791 - mmaction - INFO - Epoch [67][180/3757] lr: 1.000e-03, eta: 2 days, 21:02:09, time: 2.219, data_time: 0.640, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8617, loss_cls: 1.3026, loss: 1.3026, grad_norm: 7.6832 2020-08-03 21:08:39,333 - mmaction - INFO - Epoch [67][200/3757] lr: 1.000e-03, eta: 2 days, 21:01:23, time: 1.725, data_time: 0.035, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8648, loss_cls: 1.2691, loss: 1.2691, grad_norm: 7.9025 2020-08-03 21:09:18,034 - mmaction - INFO - Epoch [67][220/3757] lr: 1.000e-03, eta: 2 days, 21:00:44, time: 1.936, data_time: 0.807, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8625, loss_cls: 1.3060, loss: 1.3060, grad_norm: 7.8317 2020-08-03 21:09:55,338 - mmaction - INFO - Epoch [67][240/3757] lr: 1.000e-03, eta: 2 days, 21:00:02, time: 1.859, data_time: 1.160, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8711, loss_cls: 1.2251, loss: 1.2251, grad_norm: 7.6812 2020-08-03 21:10:37,375 - mmaction - INFO - Epoch [67][260/3757] lr: 1.000e-03, eta: 2 days, 20:59:28, time: 2.110, data_time: 0.273, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.3125, loss: 1.3125, grad_norm: 7.7987 2020-08-03 21:11:13,906 - mmaction - INFO - Epoch [67][280/3757] lr: 1.000e-03, eta: 2 days, 20:58:45, time: 1.826, data_time: 0.002, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4479, loss: 1.4479, grad_norm: 8.2572 2020-08-03 21:11:55,422 - mmaction - INFO - Epoch [67][300/3757] lr: 1.000e-03, eta: 2 days, 20:58:10, time: 2.068, data_time: 0.002, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8641, loss_cls: 1.3778, loss: 1.3778, grad_norm: 8.1906 2020-08-03 21:12:32,370 - mmaction - INFO - Epoch [67][320/3757] lr: 1.000e-03, eta: 2 days, 20:57:28, time: 1.851, data_time: 0.011, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2726, loss: 1.2726, grad_norm: 7.6946 2020-08-03 21:13:12,469 - mmaction - INFO - Epoch [67][340/3757] lr: 1.000e-03, eta: 2 days, 20:56:51, time: 2.007, data_time: 0.009, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.2788, loss: 1.2788, grad_norm: 7.9420 2020-08-03 21:13:49,500 - mmaction - INFO - Epoch [67][360/3757] lr: 1.000e-03, eta: 2 days, 20:56:09, time: 1.849, data_time: 0.009, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8688, loss_cls: 1.2957, loss: 1.2957, grad_norm: 7.9018 2020-08-03 21:14:30,417 - mmaction - INFO - Epoch [67][380/3757] lr: 1.000e-03, eta: 2 days, 20:55:33, time: 2.049, data_time: 0.419, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8711, loss_cls: 1.3120, loss: 1.3120, grad_norm: 7.8511 2020-08-03 21:15:09,544 - mmaction - INFO - Epoch [67][400/3757] lr: 1.000e-03, eta: 2 days, 20:54:54, time: 1.958, data_time: 0.648, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8570, loss_cls: 1.3298, loss: 1.3298, grad_norm: 7.7773 2020-08-03 21:15:49,585 - mmaction - INFO - Epoch [67][420/3757] lr: 1.000e-03, eta: 2 days, 20:54:17, time: 2.002, data_time: 1.323, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.2956, loss: 1.2956, grad_norm: 7.7935 2020-08-03 21:16:27,070 - mmaction - INFO - Epoch [67][440/3757] lr: 1.000e-03, eta: 2 days, 20:53:36, time: 1.866, data_time: 0.603, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8547, loss_cls: 1.4040, loss: 1.4040, grad_norm: 8.3698 2020-08-03 21:17:09,821 - mmaction - INFO - Epoch [67][460/3757] lr: 1.000e-03, eta: 2 days, 20:53:02, time: 2.144, data_time: 1.547, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.3747, loss: 1.3747, grad_norm: 7.8760 2020-08-03 21:17:46,053 - mmaction - INFO - Epoch [67][480/3757] lr: 1.000e-03, eta: 2 days, 20:52:19, time: 1.813, data_time: 1.179, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8617, loss_cls: 1.2819, loss: 1.2819, grad_norm: 7.8257 2020-08-03 21:18:25,827 - mmaction - INFO - Epoch [67][500/3757] lr: 1.000e-03, eta: 2 days, 20:51:42, time: 1.990, data_time: 0.969, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8641, loss_cls: 1.3685, loss: 1.3685, grad_norm: 8.0463 2020-08-03 21:19:07,640 - mmaction - INFO - Epoch [67][520/3757] lr: 1.000e-03, eta: 2 days, 20:51:07, time: 2.091, data_time: 0.091, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2932, loss: 1.2932, grad_norm: 7.7979 2020-08-03 21:19:45,336 - mmaction - INFO - Epoch [67][540/3757] lr: 1.000e-03, eta: 2 days, 20:50:26, time: 1.882, data_time: 0.007, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8727, loss_cls: 1.3251, loss: 1.3251, grad_norm: 7.9678 2020-08-03 21:20:25,927 - mmaction - INFO - Epoch [67][560/3757] lr: 1.000e-03, eta: 2 days, 20:49:49, time: 2.030, data_time: 0.011, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.3574, loss: 1.3574, grad_norm: 7.8762 2020-08-03 21:21:02,291 - mmaction - INFO - Epoch [67][580/3757] lr: 1.000e-03, eta: 2 days, 20:49:07, time: 1.818, data_time: 0.803, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8727, loss_cls: 1.2686, loss: 1.2686, grad_norm: 7.7039 2020-08-03 21:21:46,080 - mmaction - INFO - Epoch [67][600/3757] lr: 1.000e-03, eta: 2 days, 20:48:35, time: 2.191, data_time: 0.402, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8672, loss_cls: 1.3242, loss: 1.3242, grad_norm: 7.9904 2020-08-03 21:22:23,779 - mmaction - INFO - Epoch [67][620/3757] lr: 1.000e-03, eta: 2 days, 20:47:54, time: 1.879, data_time: 0.210, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3312, loss: 1.3312, grad_norm: 7.8283 2020-08-03 21:23:03,068 - mmaction - INFO - Epoch [67][640/3757] lr: 1.000e-03, eta: 2 days, 20:47:15, time: 1.962, data_time: 0.021, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3427, loss: 1.3427, grad_norm: 7.9348 2020-08-03 21:23:40,045 - mmaction - INFO - Epoch [67][660/3757] lr: 1.000e-03, eta: 2 days, 20:46:33, time: 1.853, data_time: 0.803, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8680, loss_cls: 1.3296, loss: 1.3296, grad_norm: 7.7965 2020-08-03 21:24:18,167 - mmaction - INFO - Epoch [67][680/3757] lr: 1.000e-03, eta: 2 days, 20:45:53, time: 1.910, data_time: 0.620, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8461, loss_cls: 1.3919, loss: 1.3919, grad_norm: 8.0146 2020-08-03 21:24:56,528 - mmaction - INFO - Epoch [67][700/3757] lr: 1.000e-03, eta: 2 days, 20:45:13, time: 1.911, data_time: 0.207, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8734, loss_cls: 1.2661, loss: 1.2661, grad_norm: 7.8288 2020-08-03 21:25:37,368 - mmaction - INFO - Epoch [67][720/3757] lr: 1.000e-03, eta: 2 days, 20:44:37, time: 2.042, data_time: 0.011, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8461, loss_cls: 1.3828, loss: 1.3828, grad_norm: 8.0375 2020-08-03 21:26:16,967 - mmaction - INFO - Epoch [67][740/3757] lr: 1.000e-03, eta: 2 days, 20:43:59, time: 1.979, data_time: 0.017, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8625, loss_cls: 1.3410, loss: 1.3410, grad_norm: 7.8424 2020-08-03 21:26:56,136 - mmaction - INFO - Epoch [67][760/3757] lr: 1.000e-03, eta: 2 days, 20:43:21, time: 1.966, data_time: 0.096, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8680, loss_cls: 1.3331, loss: 1.3331, grad_norm: 7.8431 2020-08-03 21:27:33,618 - mmaction - INFO - Epoch [67][780/3757] lr: 1.000e-03, eta: 2 days, 20:42:39, time: 1.866, data_time: 0.015, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2898, loss: 1.2898, grad_norm: 7.8613 2020-08-03 21:28:16,218 - mmaction - INFO - Epoch [67][800/3757] lr: 1.000e-03, eta: 2 days, 20:42:06, time: 2.139, data_time: 0.285, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8492, loss_cls: 1.4015, loss: 1.4015, grad_norm: 8.2260 2020-08-03 21:28:52,307 - mmaction - INFO - Epoch [67][820/3757] lr: 1.000e-03, eta: 2 days, 20:41:22, time: 1.801, data_time: 0.007, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8938, loss_cls: 1.2153, loss: 1.2153, grad_norm: 7.4826 2020-08-03 21:29:32,531 - mmaction - INFO - Epoch [67][840/3757] lr: 1.000e-03, eta: 2 days, 20:40:45, time: 2.014, data_time: 0.008, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8523, loss_cls: 1.3721, loss: 1.3721, grad_norm: 8.0335 2020-08-03 21:30:09,881 - mmaction - INFO - Epoch [67][860/3757] lr: 1.000e-03, eta: 2 days, 20:40:04, time: 1.868, data_time: 0.008, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8578, loss_cls: 1.3250, loss: 1.3250, grad_norm: 7.8875 2020-08-03 21:30:47,432 - mmaction - INFO - Epoch [67][880/3757] lr: 1.000e-03, eta: 2 days, 20:39:23, time: 1.876, data_time: 0.002, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2620, loss: 1.2620, grad_norm: 7.6854 2020-08-03 21:31:26,574 - mmaction - INFO - Epoch [67][900/3757] lr: 1.000e-03, eta: 2 days, 20:38:44, time: 1.955, data_time: 0.016, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8742, loss_cls: 1.3241, loss: 1.3241, grad_norm: 7.9203 2020-08-03 21:32:05,359 - mmaction - INFO - Epoch [67][920/3757] lr: 1.000e-03, eta: 2 days, 20:38:05, time: 1.931, data_time: 0.006, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3328, loss: 1.3328, grad_norm: 8.1012 2020-08-03 21:32:43,760 - mmaction - INFO - Epoch [67][940/3757] lr: 1.000e-03, eta: 2 days, 20:37:25, time: 1.932, data_time: 0.220, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8578, loss_cls: 1.3682, loss: 1.3682, grad_norm: 8.1683 2020-08-03 21:33:24,687 - mmaction - INFO - Epoch [67][960/3757] lr: 1.000e-03, eta: 2 days, 20:36:49, time: 2.041, data_time: 0.785, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8461, loss_cls: 1.4344, loss: 1.4344, grad_norm: 8.1230 2020-08-03 21:34:02,366 - mmaction - INFO - Epoch [67][980/3757] lr: 1.000e-03, eta: 2 days, 20:36:08, time: 1.889, data_time: 0.630, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8672, loss_cls: 1.3451, loss: 1.3451, grad_norm: 8.0692 2020-08-03 21:34:42,383 - mmaction - INFO - Epoch [67][1000/3757] lr: 1.000e-03, eta: 2 days, 20:35:31, time: 1.994, data_time: 1.030, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3168, loss: 1.3168, grad_norm: 7.8203 2020-08-03 21:35:20,810 - mmaction - INFO - Epoch [67][1020/3757] lr: 1.000e-03, eta: 2 days, 20:34:51, time: 1.921, data_time: 1.014, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8633, loss_cls: 1.3281, loss: 1.3281, grad_norm: 8.0728 2020-08-03 21:35:58,814 - mmaction - INFO - Epoch [67][1040/3757] lr: 1.000e-03, eta: 2 days, 20:34:11, time: 1.905, data_time: 0.837, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8516, loss_cls: 1.3874, loss: 1.3874, grad_norm: 7.8350 2020-08-03 21:36:38,601 - mmaction - INFO - Epoch [67][1060/3757] lr: 1.000e-03, eta: 2 days, 20:33:33, time: 1.984, data_time: 0.136, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8539, loss_cls: 1.3462, loss: 1.3462, grad_norm: 7.8587 2020-08-03 21:37:14,463 - mmaction - INFO - Epoch [67][1080/3757] lr: 1.000e-03, eta: 2 days, 20:32:50, time: 1.800, data_time: 0.677, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8523, loss_cls: 1.3088, loss: 1.3088, grad_norm: 7.7591 2020-08-03 21:37:55,925 - mmaction - INFO - Epoch [67][1100/3757] lr: 1.000e-03, eta: 2 days, 20:32:14, time: 2.066, data_time: 0.011, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8781, loss_cls: 1.2517, loss: 1.2517, grad_norm: 7.7023 2020-08-03 21:38:31,560 - mmaction - INFO - Epoch [67][1120/3757] lr: 1.000e-03, eta: 2 days, 20:31:30, time: 1.788, data_time: 0.010, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8602, loss_cls: 1.3514, loss: 1.3514, grad_norm: 7.9916 2020-08-03 21:39:12,775 - mmaction - INFO - Epoch [67][1140/3757] lr: 1.000e-03, eta: 2 days, 20:30:55, time: 2.057, data_time: 0.018, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8789, loss_cls: 1.2954, loss: 1.2954, grad_norm: 7.9852 2020-08-03 21:39:51,820 - mmaction - INFO - Epoch [67][1160/3757] lr: 1.000e-03, eta: 2 days, 20:30:16, time: 1.956, data_time: 1.080, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8555, loss_cls: 1.3478, loss: 1.3478, grad_norm: 7.8666 2020-08-03 21:40:32,059 - mmaction - INFO - Epoch [67][1180/3757] lr: 1.000e-03, eta: 2 days, 20:29:39, time: 2.006, data_time: 1.146, memory: 5166, top1_acc: 0.6406, top5_acc: 0.8328, loss_cls: 1.5156, loss: 1.5156, grad_norm: 8.1925 2020-08-03 21:41:08,057 - mmaction - INFO - Epoch [67][1200/3757] lr: 1.000e-03, eta: 2 days, 20:28:55, time: 1.806, data_time: 1.239, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8781, loss_cls: 1.2566, loss: 1.2566, grad_norm: 7.5675 2020-08-03 21:41:48,883 - mmaction - INFO - Epoch [67][1220/3757] lr: 1.000e-03, eta: 2 days, 20:28:19, time: 2.033, data_time: 1.225, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8680, loss_cls: 1.3862, loss: 1.3862, grad_norm: 8.0570 2020-08-03 21:42:25,356 - mmaction - INFO - Epoch [67][1240/3757] lr: 1.000e-03, eta: 2 days, 20:27:37, time: 1.831, data_time: 0.431, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8781, loss_cls: 1.3442, loss: 1.3442, grad_norm: 7.9686 2020-08-03 21:43:06,073 - mmaction - INFO - Epoch [67][1260/3757] lr: 1.000e-03, eta: 2 days, 20:27:00, time: 2.034, data_time: 0.455, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8625, loss_cls: 1.3516, loss: 1.3516, grad_norm: 7.7110 2020-08-03 21:43:42,983 - mmaction - INFO - Epoch [67][1280/3757] lr: 1.000e-03, eta: 2 days, 20:26:18, time: 1.848, data_time: 0.605, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8867, loss_cls: 1.1905, loss: 1.1905, grad_norm: 7.6195 2020-08-03 21:44:25,600 - mmaction - INFO - Epoch [67][1300/3757] lr: 1.000e-03, eta: 2 days, 20:25:44, time: 2.128, data_time: 0.959, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3907, loss: 1.3907, grad_norm: 7.9374 2020-08-03 21:45:04,906 - mmaction - INFO - Epoch [67][1320/3757] lr: 1.000e-03, eta: 2 days, 20:25:06, time: 1.967, data_time: 1.391, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8695, loss_cls: 1.3224, loss: 1.3224, grad_norm: 7.8354 2020-08-03 21:45:46,037 - mmaction - INFO - Epoch [67][1340/3757] lr: 1.000e-03, eta: 2 days, 20:24:30, time: 2.056, data_time: 1.270, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2935, loss: 1.2935, grad_norm: 7.5356 2020-08-03 21:46:23,637 - mmaction - INFO - Epoch [67][1360/3757] lr: 1.000e-03, eta: 2 days, 20:23:49, time: 1.878, data_time: 1.110, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8570, loss_cls: 1.3372, loss: 1.3372, grad_norm: 7.9090 2020-08-03 21:46:59,620 - mmaction - INFO - Epoch [67][1380/3757] lr: 1.000e-03, eta: 2 days, 20:23:06, time: 1.798, data_time: 0.643, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8633, loss_cls: 1.3154, loss: 1.3154, grad_norm: 7.7123 2020-08-03 21:47:39,239 - mmaction - INFO - Epoch [67][1400/3757] lr: 1.000e-03, eta: 2 days, 20:22:28, time: 1.985, data_time: 0.110, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8633, loss_cls: 1.3529, loss: 1.3529, grad_norm: 8.0129 2020-08-03 21:48:19,814 - mmaction - INFO - Epoch [67][1420/3757] lr: 1.000e-03, eta: 2 days, 20:21:51, time: 2.030, data_time: 0.004, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8695, loss_cls: 1.2890, loss: 1.2890, grad_norm: 7.9197 2020-08-03 21:48:57,978 - mmaction - INFO - Epoch [67][1440/3757] lr: 1.000e-03, eta: 2 days, 20:21:11, time: 1.904, data_time: 0.007, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8633, loss_cls: 1.4059, loss: 1.4059, grad_norm: 8.0784 2020-08-03 21:49:35,511 - mmaction - INFO - Epoch [67][1460/3757] lr: 1.000e-03, eta: 2 days, 20:20:30, time: 1.880, data_time: 0.008, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8797, loss_cls: 1.2709, loss: 1.2709, grad_norm: 7.7012 2020-08-03 21:50:15,210 - mmaction - INFO - Epoch [67][1480/3757] lr: 1.000e-03, eta: 2 days, 20:19:52, time: 1.985, data_time: 0.008, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8641, loss_cls: 1.2725, loss: 1.2725, grad_norm: 7.4827 2020-08-03 21:50:54,155 - mmaction - INFO - Epoch [67][1500/3757] lr: 1.000e-03, eta: 2 days, 20:19:13, time: 1.948, data_time: 0.003, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.3387, loss: 1.3387, grad_norm: 8.2208 2020-08-03 21:51:34,049 - mmaction - INFO - Epoch [67][1520/3757] lr: 1.000e-03, eta: 2 days, 20:18:36, time: 1.990, data_time: 0.007, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8539, loss_cls: 1.3601, loss: 1.3601, grad_norm: 8.0690 2020-08-03 21:52:11,168 - mmaction - INFO - Epoch [67][1540/3757] lr: 1.000e-03, eta: 2 days, 20:17:54, time: 1.853, data_time: 0.278, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.3950, loss: 1.3950, grad_norm: 7.9751 2020-08-03 21:52:48,907 - mmaction - INFO - Epoch [67][1560/3757] lr: 1.000e-03, eta: 2 days, 20:17:13, time: 1.893, data_time: 1.089, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8758, loss_cls: 1.2951, loss: 1.2951, grad_norm: 7.8806 2020-08-03 21:53:31,199 - mmaction - INFO - Epoch [67][1580/3757] lr: 1.000e-03, eta: 2 days, 20:16:39, time: 2.115, data_time: 0.939, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8398, loss_cls: 1.4900, loss: 1.4900, grad_norm: 8.4203 2020-08-03 21:54:11,613 - mmaction - INFO - Epoch [67][1600/3757] lr: 1.000e-03, eta: 2 days, 20:16:02, time: 2.019, data_time: 0.454, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8688, loss_cls: 1.3237, loss: 1.3237, grad_norm: 7.9284 2020-08-03 21:54:51,491 - mmaction - INFO - Epoch [67][1620/3757] lr: 1.000e-03, eta: 2 days, 20:15:24, time: 1.993, data_time: 0.013, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8664, loss_cls: 1.3282, loss: 1.3282, grad_norm: 7.9378 2020-08-03 21:55:30,171 - mmaction - INFO - Epoch [67][1640/3757] lr: 1.000e-03, eta: 2 days, 20:14:45, time: 1.932, data_time: 0.010, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8680, loss_cls: 1.3044, loss: 1.3044, grad_norm: 7.7574 2020-08-03 21:56:03,611 - mmaction - INFO - Epoch [67][1660/3757] lr: 1.000e-03, eta: 2 days, 20:13:58, time: 1.676, data_time: 0.009, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8547, loss_cls: 1.3435, loss: 1.3435, grad_norm: 8.0217 2020-08-03 21:56:44,851 - mmaction - INFO - Epoch [67][1680/3757] lr: 1.000e-03, eta: 2 days, 20:13:22, time: 2.060, data_time: 0.016, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.3333, loss: 1.3333, grad_norm: 7.9494 2020-08-03 21:57:25,601 - mmaction - INFO - Epoch [67][1700/3757] lr: 1.000e-03, eta: 2 days, 20:12:46, time: 2.034, data_time: 0.007, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.3992, loss: 1.3992, grad_norm: 8.0162 2020-08-03 21:58:01,395 - mmaction - INFO - Epoch [67][1720/3757] lr: 1.000e-03, eta: 2 days, 20:12:02, time: 1.789, data_time: 0.014, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3030, loss: 1.3030, grad_norm: 7.9269 2020-08-03 21:58:42,785 - mmaction - INFO - Epoch [67][1740/3757] lr: 1.000e-03, eta: 2 days, 20:11:27, time: 2.076, data_time: 0.017, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8547, loss_cls: 1.3865, loss: 1.3865, grad_norm: 8.2978 2020-08-03 21:59:22,442 - mmaction - INFO - Epoch [67][1760/3757] lr: 1.000e-03, eta: 2 days, 20:10:49, time: 1.983, data_time: 0.009, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8688, loss_cls: 1.3647, loss: 1.3647, grad_norm: 8.0773 2020-08-03 22:00:00,263 - mmaction - INFO - Epoch [67][1780/3757] lr: 1.000e-03, eta: 2 days, 20:10:08, time: 1.889, data_time: 0.017, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8711, loss_cls: 1.2681, loss: 1.2681, grad_norm: 7.5761 2020-08-03 22:00:39,014 - mmaction - INFO - Epoch [67][1800/3757] lr: 1.000e-03, eta: 2 days, 20:09:29, time: 1.924, data_time: 0.029, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.3214, loss: 1.3214, grad_norm: 8.0811 2020-08-03 22:01:15,660 - mmaction - INFO - Epoch [67][1820/3757] lr: 1.000e-03, eta: 2 days, 20:08:47, time: 1.846, data_time: 0.028, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4026, loss: 1.4026, grad_norm: 7.8979 2020-08-03 22:01:57,996 - mmaction - INFO - Epoch [67][1840/3757] lr: 1.000e-03, eta: 2 days, 20:08:13, time: 2.115, data_time: 0.010, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8703, loss_cls: 1.3301, loss: 1.3301, grad_norm: 7.9575 2020-08-03 22:02:37,190 - mmaction - INFO - Epoch [67][1860/3757] lr: 1.000e-03, eta: 2 days, 20:07:34, time: 1.963, data_time: 0.005, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8750, loss_cls: 1.3023, loss: 1.3023, grad_norm: 7.7394 2020-08-03 22:03:18,002 - mmaction - INFO - Epoch [67][1880/3757] lr: 1.000e-03, eta: 2 days, 20:06:58, time: 2.040, data_time: 0.015, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8562, loss_cls: 1.3248, loss: 1.3248, grad_norm: 7.8597 2020-08-03 22:03:56,648 - mmaction - INFO - Epoch [67][1900/3757] lr: 1.000e-03, eta: 2 days, 20:06:18, time: 1.924, data_time: 0.009, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8641, loss_cls: 1.3342, loss: 1.3342, grad_norm: 7.9410 2020-08-03 22:04:35,394 - mmaction - INFO - Epoch [67][1920/3757] lr: 1.000e-03, eta: 2 days, 20:05:39, time: 1.944, data_time: 0.487, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8539, loss_cls: 1.3440, loss: 1.3440, grad_norm: 7.7515 2020-08-03 22:05:14,437 - mmaction - INFO - Epoch [67][1940/3757] lr: 1.000e-03, eta: 2 days, 20:05:00, time: 1.948, data_time: 0.351, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3574, loss: 1.3574, grad_norm: 7.8032 2020-08-03 22:05:54,912 - mmaction - INFO - Epoch [67][1960/3757] lr: 1.000e-03, eta: 2 days, 20:04:23, time: 2.029, data_time: 0.396, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8594, loss_cls: 1.3781, loss: 1.3781, grad_norm: 7.9832 2020-08-03 22:06:36,152 - mmaction - INFO - Epoch [67][1980/3757] lr: 1.000e-03, eta: 2 days, 20:03:47, time: 2.053, data_time: 0.172, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3473, loss: 1.3473, grad_norm: 8.1454 2020-08-03 22:07:13,704 - mmaction - INFO - Epoch [67][2000/3757] lr: 1.000e-03, eta: 2 days, 20:03:07, time: 1.886, data_time: 0.012, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.2998, loss: 1.2998, grad_norm: 8.0553 2020-08-03 22:07:54,136 - mmaction - INFO - Epoch [67][2020/3757] lr: 1.000e-03, eta: 2 days, 20:02:30, time: 2.015, data_time: 0.020, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8672, loss_cls: 1.3184, loss: 1.3184, grad_norm: 7.8403 2020-08-03 22:08:29,784 - mmaction - INFO - Epoch [67][2040/3757] lr: 1.000e-03, eta: 2 days, 20:01:46, time: 1.789, data_time: 0.113, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8766, loss_cls: 1.3007, loss: 1.3007, grad_norm: 8.1313 2020-08-03 22:09:09,366 - mmaction - INFO - Epoch [67][2060/3757] lr: 1.000e-03, eta: 2 days, 20:01:08, time: 1.972, data_time: 0.450, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8547, loss_cls: 1.3418, loss: 1.3418, grad_norm: 7.8878 2020-08-03 22:09:46,231 - mmaction - INFO - Epoch [67][2080/3757] lr: 1.000e-03, eta: 2 days, 20:00:26, time: 1.847, data_time: 0.011, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3576, loss: 1.3576, grad_norm: 8.0168 2020-08-03 22:10:27,251 - mmaction - INFO - Epoch [67][2100/3757] lr: 1.000e-03, eta: 2 days, 19:59:50, time: 2.049, data_time: 0.032, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8641, loss_cls: 1.3111, loss: 1.3111, grad_norm: 7.9388 2020-08-03 22:11:08,331 - mmaction - INFO - Epoch [67][2120/3757] lr: 1.000e-03, eta: 2 days, 19:59:14, time: 2.059, data_time: 0.177, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8617, loss_cls: 1.3427, loss: 1.3427, grad_norm: 8.1493 2020-08-03 22:11:47,150 - mmaction - INFO - Epoch [67][2140/3757] lr: 1.000e-03, eta: 2 days, 19:58:35, time: 1.937, data_time: 0.145, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8648, loss_cls: 1.2920, loss: 1.2920, grad_norm: 7.8369 2020-08-03 22:12:28,186 - mmaction - INFO - Epoch [67][2160/3757] lr: 1.000e-03, eta: 2 days, 19:57:59, time: 2.052, data_time: 0.009, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4200, loss: 1.4200, grad_norm: 8.3400 2020-08-03 22:13:07,875 - mmaction - INFO - Epoch [67][2180/3757] lr: 1.000e-03, eta: 2 days, 19:57:21, time: 1.982, data_time: 0.007, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8703, loss_cls: 1.2973, loss: 1.2973, grad_norm: 7.8947 2020-08-03 22:13:45,067 - mmaction - INFO - Epoch [67][2200/3757] lr: 1.000e-03, eta: 2 days, 19:56:39, time: 1.860, data_time: 0.116, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.4358, loss: 1.4358, grad_norm: 8.0691 2020-08-03 22:14:25,171 - mmaction - INFO - Epoch [67][2220/3757] lr: 1.000e-03, eta: 2 days, 19:56:02, time: 2.011, data_time: 0.084, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3778, loss: 1.3778, grad_norm: 7.8629 2020-08-03 22:15:01,884 - mmaction - INFO - Epoch [67][2240/3757] lr: 1.000e-03, eta: 2 days, 19:55:20, time: 1.832, data_time: 0.016, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3502, loss: 1.3502, grad_norm: 7.8931 2020-08-03 22:15:41,741 - mmaction - INFO - Epoch [67][2260/3757] lr: 1.000e-03, eta: 2 days, 19:54:42, time: 1.995, data_time: 0.155, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8383, loss_cls: 1.3682, loss: 1.3682, grad_norm: 7.8637 2020-08-03 22:16:18,906 - mmaction - INFO - Epoch [67][2280/3757] lr: 1.000e-03, eta: 2 days, 19:54:00, time: 1.852, data_time: 0.008, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8648, loss_cls: 1.3296, loss: 1.3296, grad_norm: 7.9456 2020-08-03 22:16:56,407 - mmaction - INFO - Epoch [67][2300/3757] lr: 1.000e-03, eta: 2 days, 19:53:20, time: 1.879, data_time: 0.133, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.3910, loss: 1.3910, grad_norm: 7.9193 2020-08-03 22:17:36,103 - mmaction - INFO - Epoch [67][2320/3757] lr: 1.000e-03, eta: 2 days, 19:52:42, time: 1.980, data_time: 0.165, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8734, loss_cls: 1.3135, loss: 1.3135, grad_norm: 7.9104 2020-08-03 22:18:19,469 - mmaction - INFO - Epoch [67][2340/3757] lr: 1.000e-03, eta: 2 days, 19:52:09, time: 2.174, data_time: 0.563, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8711, loss_cls: 1.3133, loss: 1.3133, grad_norm: 8.1058 2020-08-03 22:18:56,120 - mmaction - INFO - Epoch [67][2360/3757] lr: 1.000e-03, eta: 2 days, 19:51:26, time: 1.824, data_time: 0.017, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8648, loss_cls: 1.3472, loss: 1.3472, grad_norm: 7.9649 2020-08-03 22:19:34,854 - mmaction - INFO - Epoch [67][2380/3757] lr: 1.000e-03, eta: 2 days, 19:50:47, time: 1.947, data_time: 0.013, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8719, loss_cls: 1.3064, loss: 1.3064, grad_norm: 7.8695 2020-08-03 22:20:14,174 - mmaction - INFO - Epoch [67][2400/3757] lr: 1.000e-03, eta: 2 days, 19:50:09, time: 1.963, data_time: 0.135, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8477, loss_cls: 1.4068, loss: 1.4068, grad_norm: 8.1057 2020-08-03 22:20:54,478 - mmaction - INFO - Epoch [67][2420/3757] lr: 1.000e-03, eta: 2 days, 19:49:32, time: 2.018, data_time: 0.441, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.4308, loss: 1.4308, grad_norm: 8.0497 2020-08-03 22:21:34,232 - mmaction - INFO - Epoch [67][2440/3757] lr: 1.000e-03, eta: 2 days, 19:48:54, time: 1.984, data_time: 1.168, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8555, loss_cls: 1.3784, loss: 1.3784, grad_norm: 7.8848 2020-08-03 22:22:12,281 - mmaction - INFO - Epoch [67][2460/3757] lr: 1.000e-03, eta: 2 days, 19:48:14, time: 1.905, data_time: 1.328, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8703, loss_cls: 1.3485, loss: 1.3485, grad_norm: 7.9384 2020-08-03 22:22:50,336 - mmaction - INFO - Epoch [67][2480/3757] lr: 1.000e-03, eta: 2 days, 19:47:33, time: 1.903, data_time: 0.703, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3772, loss: 1.3772, grad_norm: 8.0110 2020-08-03 22:23:31,170 - mmaction - INFO - Epoch [67][2500/3757] lr: 1.000e-03, eta: 2 days, 19:46:57, time: 2.042, data_time: 0.494, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.2961, loss: 1.2961, grad_norm: 7.7639 2020-08-03 22:24:10,243 - mmaction - INFO - Epoch [67][2520/3757] lr: 1.000e-03, eta: 2 days, 19:46:18, time: 1.952, data_time: 0.003, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.3030, loss: 1.3030, grad_norm: 7.7663 2020-08-03 22:24:48,887 - mmaction - INFO - Epoch [67][2540/3757] lr: 1.000e-03, eta: 2 days, 19:45:39, time: 1.935, data_time: 0.008, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8547, loss_cls: 1.3892, loss: 1.3892, grad_norm: 7.9384 2020-08-03 22:25:26,004 - mmaction - INFO - Epoch [67][2560/3757] lr: 1.000e-03, eta: 2 days, 19:44:57, time: 1.849, data_time: 0.009, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8547, loss_cls: 1.3742, loss: 1.3742, grad_norm: 8.1591 2020-08-03 22:26:09,702 - mmaction - INFO - Epoch [67][2580/3757] lr: 1.000e-03, eta: 2 days, 19:44:25, time: 2.192, data_time: 0.316, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.3755, loss: 1.3755, grad_norm: 8.1216 2020-08-03 22:26:44,697 - mmaction - INFO - Epoch [67][2600/3757] lr: 1.000e-03, eta: 2 days, 19:43:40, time: 1.742, data_time: 0.548, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.3843, loss: 1.3843, grad_norm: 7.8870 2020-08-03 22:27:27,980 - mmaction - INFO - Epoch [67][2620/3757] lr: 1.000e-03, eta: 2 days, 19:43:08, time: 2.172, data_time: 0.649, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8695, loss_cls: 1.2801, loss: 1.2801, grad_norm: 7.6546 2020-08-03 22:28:04,751 - mmaction - INFO - Epoch [67][2640/3757] lr: 1.000e-03, eta: 2 days, 19:42:25, time: 1.831, data_time: 0.008, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8766, loss_cls: 1.2545, loss: 1.2545, grad_norm: 7.8611 2020-08-03 22:28:43,505 - mmaction - INFO - Epoch [67][2660/3757] lr: 1.000e-03, eta: 2 days, 19:41:46, time: 1.943, data_time: 0.022, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8594, loss_cls: 1.3524, loss: 1.3524, grad_norm: 8.0606 2020-08-03 22:29:23,604 - mmaction - INFO - Epoch [67][2680/3757] lr: 1.000e-03, eta: 2 days, 19:41:09, time: 2.000, data_time: 0.016, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8539, loss_cls: 1.4230, loss: 1.4230, grad_norm: 8.2297 2020-08-03 22:30:01,144 - mmaction - INFO - Epoch [67][2700/3757] lr: 1.000e-03, eta: 2 days, 19:40:28, time: 1.884, data_time: 0.114, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.3884, loss: 1.3884, grad_norm: 8.2046 2020-08-03 22:30:41,588 - mmaction - INFO - Epoch [67][2720/3757] lr: 1.000e-03, eta: 2 days, 19:39:51, time: 2.014, data_time: 0.223, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8641, loss_cls: 1.3190, loss: 1.3190, grad_norm: 7.8727 2020-08-03 22:31:22,914 - mmaction - INFO - Epoch [67][2740/3757] lr: 1.000e-03, eta: 2 days, 19:39:15, time: 2.070, data_time: 0.086, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8703, loss_cls: 1.3117, loss: 1.3117, grad_norm: 7.7783 2020-08-03 22:32:00,961 - mmaction - INFO - Epoch [67][2760/3757] lr: 1.000e-03, eta: 2 days, 19:38:35, time: 1.899, data_time: 0.036, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8500, loss_cls: 1.3766, loss: 1.3766, grad_norm: 8.1670 2020-08-03 22:32:40,392 - mmaction - INFO - Epoch [67][2780/3757] lr: 1.000e-03, eta: 2 days, 19:37:56, time: 1.969, data_time: 0.144, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3706, loss: 1.3706, grad_norm: 7.9663 2020-08-03 22:33:16,984 - mmaction - INFO - Epoch [67][2800/3757] lr: 1.000e-03, eta: 2 days, 19:37:14, time: 1.840, data_time: 0.013, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8555, loss_cls: 1.3674, loss: 1.3674, grad_norm: 7.9064 2020-08-03 22:33:57,782 - mmaction - INFO - Epoch [67][2820/3757] lr: 1.000e-03, eta: 2 days, 19:36:38, time: 2.033, data_time: 0.072, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.2925, loss: 1.2925, grad_norm: 7.8732 2020-08-03 22:34:38,569 - mmaction - INFO - Epoch [67][2840/3757] lr: 1.000e-03, eta: 2 days, 19:36:01, time: 2.040, data_time: 0.013, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8461, loss_cls: 1.3791, loss: 1.3791, grad_norm: 7.9650 2020-08-03 22:35:18,527 - mmaction - INFO - Epoch [67][2860/3757] lr: 1.000e-03, eta: 2 days, 19:35:24, time: 1.999, data_time: 0.009, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.2874, loss: 1.2874, grad_norm: 7.7426 2020-08-03 22:35:55,795 - mmaction - INFO - Epoch [67][2880/3757] lr: 1.000e-03, eta: 2 days, 19:34:43, time: 1.867, data_time: 0.010, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8781, loss_cls: 1.2855, loss: 1.2855, grad_norm: 7.9445 2020-08-03 22:36:35,687 - mmaction - INFO - Epoch [67][2900/3757] lr: 1.000e-03, eta: 2 days, 19:34:05, time: 1.993, data_time: 0.466, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.3836, loss: 1.3836, grad_norm: 7.8663 2020-08-03 22:37:17,142 - mmaction - INFO - Epoch [67][2920/3757] lr: 1.000e-03, eta: 2 days, 19:33:29, time: 2.076, data_time: 0.634, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8414, loss_cls: 1.4483, loss: 1.4483, grad_norm: 8.2322 2020-08-03 22:37:53,182 - mmaction - INFO - Epoch [67][2940/3757] lr: 1.000e-03, eta: 2 days, 19:32:46, time: 1.799, data_time: 0.054, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2366, loss: 1.2366, grad_norm: 7.4115 2020-08-03 22:38:33,835 - mmaction - INFO - Epoch [67][2960/3757] lr: 1.000e-03, eta: 2 days, 19:32:10, time: 2.035, data_time: 0.589, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8852, loss_cls: 1.2067, loss: 1.2067, grad_norm: 7.8522 2020-08-03 22:39:15,355 - mmaction - INFO - Epoch [67][2980/3757] lr: 1.000e-03, eta: 2 days, 19:31:34, time: 2.071, data_time: 0.387, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8391, loss_cls: 1.3854, loss: 1.3854, grad_norm: 8.0581 2020-08-03 22:39:54,121 - mmaction - INFO - Epoch [67][3000/3757] lr: 1.000e-03, eta: 2 days, 19:30:55, time: 1.941, data_time: 0.008, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8773, loss_cls: 1.3042, loss: 1.3042, grad_norm: 7.9955 2020-08-03 22:40:30,254 - mmaction - INFO - Epoch [67][3020/3757] lr: 1.000e-03, eta: 2 days, 19:30:12, time: 1.808, data_time: 0.054, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8703, loss_cls: 1.3004, loss: 1.3004, grad_norm: 7.7219 2020-08-03 22:41:08,687 - mmaction - INFO - Epoch [67][3040/3757] lr: 1.000e-03, eta: 2 days, 19:29:32, time: 1.915, data_time: 0.222, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8547, loss_cls: 1.3428, loss: 1.3428, grad_norm: 7.8879 2020-08-03 22:41:46,823 - mmaction - INFO - Epoch [67][3060/3757] lr: 1.000e-03, eta: 2 days, 19:28:52, time: 1.912, data_time: 0.400, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8570, loss_cls: 1.3738, loss: 1.3738, grad_norm: 7.9728 2020-08-03 22:42:27,570 - mmaction - INFO - Epoch [67][3080/3757] lr: 1.000e-03, eta: 2 days, 19:28:16, time: 2.040, data_time: 0.803, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8688, loss_cls: 1.3221, loss: 1.3221, grad_norm: 8.0560 2020-08-03 22:43:06,845 - mmaction - INFO - Epoch [67][3100/3757] lr: 1.000e-03, eta: 2 days, 19:27:37, time: 1.963, data_time: 0.003, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8445, loss_cls: 1.3410, loss: 1.3410, grad_norm: 7.6957 2020-08-03 22:43:47,147 - mmaction - INFO - Epoch [67][3120/3757] lr: 1.000e-03, eta: 2 days, 19:27:00, time: 2.008, data_time: 0.003, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8461, loss_cls: 1.4223, loss: 1.4223, grad_norm: 7.9686 2020-08-03 22:44:23,317 - mmaction - INFO - Epoch [67][3140/3757] lr: 1.000e-03, eta: 2 days, 19:26:17, time: 1.813, data_time: 0.010, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8539, loss_cls: 1.4158, loss: 1.4158, grad_norm: 8.2335 2020-08-03 22:45:01,173 - mmaction - INFO - Epoch [67][3160/3757] lr: 1.000e-03, eta: 2 days, 19:25:37, time: 1.887, data_time: 0.010, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.3659, loss: 1.3659, grad_norm: 8.0160 2020-08-03 22:45:41,435 - mmaction - INFO - Epoch [67][3180/3757] lr: 1.000e-03, eta: 2 days, 19:25:00, time: 2.020, data_time: 0.011, memory: 5166, top1_acc: 0.6367, top5_acc: 0.8516, loss_cls: 1.4614, loss: 1.4614, grad_norm: 8.4377 2020-08-03 22:46:21,639 - mmaction - INFO - Epoch [67][3200/3757] lr: 1.000e-03, eta: 2 days, 19:24:22, time: 2.003, data_time: 0.436, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3275, loss: 1.3275, grad_norm: 7.9168 2020-08-03 22:46:58,299 - mmaction - INFO - Epoch [67][3220/3757] lr: 1.000e-03, eta: 2 days, 19:23:40, time: 1.842, data_time: 0.599, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.4012, loss: 1.4012, grad_norm: 8.2715 2020-08-03 22:47:37,970 - mmaction - INFO - Epoch [67][3240/3757] lr: 1.000e-03, eta: 2 days, 19:23:02, time: 1.984, data_time: 0.700, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8570, loss_cls: 1.3538, loss: 1.3538, grad_norm: 8.1053 2020-08-03 22:48:18,701 - mmaction - INFO - Epoch [67][3260/3757] lr: 1.000e-03, eta: 2 days, 19:22:26, time: 2.034, data_time: 0.445, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2807, loss: 1.2807, grad_norm: 7.8158 2020-08-03 22:48:53,604 - mmaction - INFO - Epoch [67][3280/3757] lr: 1.000e-03, eta: 2 days, 19:21:41, time: 1.741, data_time: 0.479, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8641, loss_cls: 1.3418, loss: 1.3418, grad_norm: 8.1366 2020-08-03 22:49:35,331 - mmaction - INFO - Epoch [67][3300/3757] lr: 1.000e-03, eta: 2 days, 19:21:06, time: 2.093, data_time: 0.815, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8734, loss_cls: 1.3008, loss: 1.3008, grad_norm: 7.6396 2020-08-03 22:50:16,131 - mmaction - INFO - Epoch [67][3320/3757] lr: 1.000e-03, eta: 2 days, 19:20:29, time: 2.032, data_time: 0.379, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8469, loss_cls: 1.3866, loss: 1.3866, grad_norm: 8.0815 2020-08-03 22:50:59,540 - mmaction - INFO - Epoch [67][3340/3757] lr: 1.000e-03, eta: 2 days, 19:19:57, time: 2.179, data_time: 0.382, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.2752, loss: 1.2752, grad_norm: 7.8065 2020-08-03 22:51:34,750 - mmaction - INFO - Epoch [67][3360/3757] lr: 1.000e-03, eta: 2 days, 19:19:12, time: 1.759, data_time: 0.549, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8430, loss_cls: 1.4109, loss: 1.4109, grad_norm: 8.1820 2020-08-03 22:52:12,380 - mmaction - INFO - Epoch [67][3380/3757] lr: 1.000e-03, eta: 2 days, 19:18:32, time: 1.879, data_time: 0.490, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3957, loss: 1.3957, grad_norm: 7.9988 2020-08-03 22:52:51,410 - mmaction - INFO - Epoch [67][3400/3757] lr: 1.000e-03, eta: 2 days, 19:17:53, time: 1.952, data_time: 0.138, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8539, loss_cls: 1.3988, loss: 1.3988, grad_norm: 7.9101 2020-08-03 22:53:29,491 - mmaction - INFO - Epoch [67][3420/3757] lr: 1.000e-03, eta: 2 days, 19:17:13, time: 1.907, data_time: 0.011, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8773, loss_cls: 1.2154, loss: 1.2154, grad_norm: 7.5785 2020-08-03 22:54:11,154 - mmaction - INFO - Epoch [67][3440/3757] lr: 1.000e-03, eta: 2 days, 19:16:37, time: 2.082, data_time: 0.002, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.3902, loss: 1.3902, grad_norm: 7.9219 2020-08-03 22:54:49,645 - mmaction - INFO - Epoch [67][3460/3757] lr: 1.000e-03, eta: 2 days, 19:15:57, time: 1.917, data_time: 0.008, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8570, loss_cls: 1.3821, loss: 1.3821, grad_norm: 8.1062 2020-08-03 22:55:28,429 - mmaction - INFO - Epoch [67][3480/3757] lr: 1.000e-03, eta: 2 days, 19:15:18, time: 1.948, data_time: 0.134, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8688, loss_cls: 1.3254, loss: 1.3254, grad_norm: 7.9417 2020-08-03 22:56:09,922 - mmaction - INFO - Epoch [67][3500/3757] lr: 1.000e-03, eta: 2 days, 19:14:43, time: 2.074, data_time: 0.846, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8555, loss_cls: 1.3282, loss: 1.3282, grad_norm: 7.7146 2020-08-03 22:56:47,689 - mmaction - INFO - Epoch [67][3520/3757] lr: 1.000e-03, eta: 2 days, 19:14:02, time: 1.880, data_time: 1.052, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8469, loss_cls: 1.3653, loss: 1.3653, grad_norm: 8.2853 2020-08-03 22:57:28,509 - mmaction - INFO - Epoch [67][3540/3757] lr: 1.000e-03, eta: 2 days, 19:13:26, time: 2.049, data_time: 1.394, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8656, loss_cls: 1.3638, loss: 1.3638, grad_norm: 8.0748 2020-08-03 22:58:07,175 - mmaction - INFO - Epoch [67][3560/3757] lr: 1.000e-03, eta: 2 days, 19:12:46, time: 1.930, data_time: 0.526, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.3827, loss: 1.3827, grad_norm: 8.3681 2020-08-03 22:58:43,590 - mmaction - INFO - Epoch [67][3580/3757] lr: 1.000e-03, eta: 2 days, 19:12:04, time: 1.824, data_time: 0.236, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8477, loss_cls: 1.3966, loss: 1.3966, grad_norm: 8.2269 2020-08-03 22:59:21,992 - mmaction - INFO - Epoch [67][3600/3757] lr: 1.000e-03, eta: 2 days, 19:11:24, time: 1.921, data_time: 0.218, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8609, loss_cls: 1.3495, loss: 1.3495, grad_norm: 8.0905 2020-08-03 23:00:14,424 - mmaction - INFO - Epoch [67][3620/3757] lr: 1.000e-03, eta: 2 days, 19:11:04, time: 2.617, data_time: 0.160, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8477, loss_cls: 1.3916, loss: 1.3916, grad_norm: 8.0151 2020-08-03 23:00:42,143 - mmaction - INFO - Epoch [67][3640/3757] lr: 1.000e-03, eta: 2 days, 19:10:09, time: 1.391, data_time: 0.144, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.3955, loss: 1.3955, grad_norm: 8.1227 2020-08-03 23:01:22,723 - mmaction - INFO - Epoch [67][3660/3757] lr: 1.000e-03, eta: 2 days, 19:09:32, time: 2.021, data_time: 0.361, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.2922, loss: 1.2922, grad_norm: 7.7439 2020-08-03 23:02:03,131 - mmaction - INFO - Epoch [67][3680/3757] lr: 1.000e-03, eta: 2 days, 19:08:55, time: 2.024, data_time: 0.131, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.2966, loss: 1.2966, grad_norm: 7.6678 2020-08-03 23:02:41,284 - mmaction - INFO - Epoch [67][3700/3757] lr: 1.000e-03, eta: 2 days, 19:08:15, time: 1.911, data_time: 0.007, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8750, loss_cls: 1.2582, loss: 1.2582, grad_norm: 7.6945 2020-08-03 23:03:21,836 - mmaction - INFO - Epoch [67][3720/3757] lr: 1.000e-03, eta: 2 days, 19:07:39, time: 2.020, data_time: 0.008, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.3646, loss: 1.3646, grad_norm: 7.7402 2020-08-03 23:04:01,055 - mmaction - INFO - Epoch [67][3740/3757] lr: 1.000e-03, eta: 2 days, 19:07:00, time: 1.958, data_time: 0.010, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8562, loss_cls: 1.3600, loss: 1.3600, grad_norm: 8.0323 2020-08-03 23:04:27,630 - mmaction - INFO - Saving checkpoint at 67 epochs 2020-08-03 23:05:24,959 - mmaction - INFO - Epoch [68][20/3757] lr: 1.000e-03, eta: 2 days, 19:05:25, time: 2.764, data_time: 0.970, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8539, loss_cls: 1.4158, loss: 1.4158, grad_norm: 8.1214 2020-08-03 23:06:06,390 - mmaction - INFO - Epoch [68][40/3757] lr: 1.000e-03, eta: 2 days, 19:04:49, time: 2.072, data_time: 0.009, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8461, loss_cls: 1.3703, loss: 1.3703, grad_norm: 8.0905 2020-08-03 23:06:45,251 - mmaction - INFO - Epoch [68][60/3757] lr: 1.000e-03, eta: 2 days, 19:04:10, time: 1.943, data_time: 0.004, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.3103, loss: 1.3103, grad_norm: 7.9973 2020-08-03 23:07:24,657 - mmaction - INFO - Epoch [68][80/3757] lr: 1.000e-03, eta: 2 days, 19:03:32, time: 1.970, data_time: 0.006, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8617, loss_cls: 1.3143, loss: 1.3143, grad_norm: 7.9032 2020-08-03 23:08:02,251 - mmaction - INFO - Epoch [68][100/3757] lr: 1.000e-03, eta: 2 days, 19:02:51, time: 1.879, data_time: 0.361, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.2848, loss: 1.2848, grad_norm: 7.8938 2020-08-03 23:08:39,551 - mmaction - INFO - Epoch [68][120/3757] lr: 1.000e-03, eta: 2 days, 19:02:09, time: 1.861, data_time: 0.392, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8703, loss_cls: 1.3766, loss: 1.3766, grad_norm: 8.1531 2020-08-03 23:09:20,512 - mmaction - INFO - Epoch [68][140/3757] lr: 1.000e-03, eta: 2 days, 19:01:33, time: 2.054, data_time: 0.482, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8523, loss_cls: 1.4058, loss: 1.4058, grad_norm: 7.8916 2020-08-03 23:09:56,804 - mmaction - INFO - Epoch [68][160/3757] lr: 1.000e-03, eta: 2 days, 19:00:50, time: 1.807, data_time: 0.485, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8695, loss_cls: 1.2705, loss: 1.2705, grad_norm: 7.7355 2020-08-03 23:10:35,849 - mmaction - INFO - Epoch [68][180/3757] lr: 1.000e-03, eta: 2 days, 19:00:12, time: 1.961, data_time: 0.194, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.3465, loss: 1.3465, grad_norm: 8.0498 2020-08-03 23:11:14,535 - mmaction - INFO - Epoch [68][200/3757] lr: 1.000e-03, eta: 2 days, 18:59:32, time: 1.934, data_time: 0.005, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8516, loss_cls: 1.3745, loss: 1.3745, grad_norm: 7.9440 2020-08-03 23:11:58,614 - mmaction - INFO - Epoch [68][220/3757] lr: 1.000e-03, eta: 2 days, 18:59:00, time: 2.201, data_time: 0.215, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8523, loss_cls: 1.3995, loss: 1.3995, grad_norm: 8.3304 2020-08-03 23:12:34,328 - mmaction - INFO - Epoch [68][240/3757] lr: 1.000e-03, eta: 2 days, 18:58:17, time: 1.785, data_time: 0.549, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8477, loss_cls: 1.4216, loss: 1.4216, grad_norm: 8.2126 2020-08-03 23:13:13,497 - mmaction - INFO - Epoch [68][260/3757] lr: 1.000e-03, eta: 2 days, 18:57:38, time: 1.961, data_time: 0.193, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8539, loss_cls: 1.3867, loss: 1.3867, grad_norm: 8.1154 2020-08-03 23:13:53,742 - mmaction - INFO - Epoch [68][280/3757] lr: 1.000e-03, eta: 2 days, 18:57:01, time: 2.005, data_time: 0.014, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8703, loss_cls: 1.3569, loss: 1.3569, grad_norm: 8.1214 2020-08-03 23:14:36,237 - mmaction - INFO - Epoch [68][300/3757] lr: 1.000e-03, eta: 2 days, 18:56:27, time: 2.129, data_time: 0.011, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.3064, loss: 1.3064, grad_norm: 7.9459 2020-08-03 23:15:14,994 - mmaction - INFO - Epoch [68][320/3757] lr: 1.000e-03, eta: 2 days, 18:55:47, time: 1.934, data_time: 0.006, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8664, loss_cls: 1.3423, loss: 1.3423, grad_norm: 7.9486 2020-08-03 23:15:54,600 - mmaction - INFO - Epoch [68][340/3757] lr: 1.000e-03, eta: 2 days, 18:55:09, time: 1.984, data_time: 0.011, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8617, loss_cls: 1.3568, loss: 1.3568, grad_norm: 8.0159 2020-08-03 23:16:35,602 - mmaction - INFO - Epoch [68][360/3757] lr: 1.000e-03, eta: 2 days, 18:54:33, time: 2.051, data_time: 0.011, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8656, loss_cls: 1.3617, loss: 1.3617, grad_norm: 7.9559 2020-08-03 23:17:14,066 - mmaction - INFO - Epoch [68][380/3757] lr: 1.000e-03, eta: 2 days, 18:53:54, time: 1.926, data_time: 0.007, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8789, loss_cls: 1.2663, loss: 1.2663, grad_norm: 7.8499 2020-08-03 23:17:52,666 - mmaction - INFO - Epoch [68][400/3757] lr: 1.000e-03, eta: 2 days, 18:53:14, time: 1.925, data_time: 0.510, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8648, loss_cls: 1.2726, loss: 1.2726, grad_norm: 8.0036 2020-08-03 23:18:34,052 - mmaction - INFO - Epoch [68][420/3757] lr: 1.000e-03, eta: 2 days, 18:52:39, time: 2.074, data_time: 1.448, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3247, loss: 1.3247, grad_norm: 7.8508 2020-08-03 23:19:13,139 - mmaction - INFO - Epoch [68][440/3757] lr: 1.000e-03, eta: 2 days, 18:52:00, time: 1.950, data_time: 1.377, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8648, loss_cls: 1.3289, loss: 1.3289, grad_norm: 7.9511 2020-08-03 23:19:52,450 - mmaction - INFO - Epoch [68][460/3757] lr: 1.000e-03, eta: 2 days, 18:51:21, time: 1.965, data_time: 1.373, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8531, loss_cls: 1.3398, loss: 1.3398, grad_norm: 8.1744 2020-08-03 23:20:28,556 - mmaction - INFO - Epoch [68][480/3757] lr: 1.000e-03, eta: 2 days, 18:50:38, time: 1.806, data_time: 0.492, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8664, loss_cls: 1.3574, loss: 1.3574, grad_norm: 7.8795 2020-08-03 23:21:09,355 - mmaction - INFO - Epoch [68][500/3757] lr: 1.000e-03, eta: 2 days, 18:50:02, time: 2.042, data_time: 0.007, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.2787, loss: 1.2787, grad_norm: 7.8536 2020-08-03 23:21:50,319 - mmaction - INFO - Epoch [68][520/3757] lr: 1.000e-03, eta: 2 days, 18:49:26, time: 2.049, data_time: 0.007, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8625, loss_cls: 1.3344, loss: 1.3344, grad_norm: 7.9120 2020-08-03 23:22:25,180 - mmaction - INFO - Epoch [68][540/3757] lr: 1.000e-03, eta: 2 days, 18:48:41, time: 1.734, data_time: 0.027, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.4085, loss: 1.4085, grad_norm: 8.1345 2020-08-03 23:23:07,221 - mmaction - INFO - Epoch [68][560/3757] lr: 1.000e-03, eta: 2 days, 18:48:06, time: 2.111, data_time: 0.293, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3737, loss: 1.3737, grad_norm: 7.9270 2020-08-03 23:23:47,534 - mmaction - INFO - Epoch [68][580/3757] lr: 1.000e-03, eta: 2 days, 18:47:29, time: 2.006, data_time: 0.008, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8688, loss_cls: 1.3246, loss: 1.3246, grad_norm: 7.9922 2020-08-03 23:24:27,982 - mmaction - INFO - Epoch [68][600/3757] lr: 1.000e-03, eta: 2 days, 18:46:52, time: 2.031, data_time: 0.012, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8438, loss_cls: 1.3988, loss: 1.3988, grad_norm: 8.0196 2020-08-03 23:25:07,702 - mmaction - INFO - Epoch [68][620/3757] lr: 1.000e-03, eta: 2 days, 18:46:14, time: 1.985, data_time: 0.009, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8547, loss_cls: 1.3949, loss: 1.3949, grad_norm: 8.0386 2020-08-03 23:25:46,240 - mmaction - INFO - Epoch [68][640/3757] lr: 1.000e-03, eta: 2 days, 18:45:35, time: 1.926, data_time: 0.008, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2679, loss: 1.2679, grad_norm: 8.0450 2020-08-03 23:26:25,432 - mmaction - INFO - Epoch [68][660/3757] lr: 1.000e-03, eta: 2 days, 18:44:56, time: 1.956, data_time: 0.143, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8703, loss_cls: 1.3313, loss: 1.3313, grad_norm: 8.2555 2020-08-03 23:27:05,445 - mmaction - INFO - Epoch [68][680/3757] lr: 1.000e-03, eta: 2 days, 18:44:18, time: 2.001, data_time: 1.377, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8562, loss_cls: 1.3360, loss: 1.3360, grad_norm: 7.6751 2020-08-03 23:27:41,534 - mmaction - INFO - Epoch [68][700/3757] lr: 1.000e-03, eta: 2 days, 18:43:35, time: 1.808, data_time: 1.157, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8727, loss_cls: 1.2774, loss: 1.2774, grad_norm: 8.2506 2020-08-03 23:28:18,969 - mmaction - INFO - Epoch [68][720/3757] lr: 1.000e-03, eta: 2 days, 18:42:54, time: 1.867, data_time: 0.900, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8656, loss_cls: 1.3376, loss: 1.3376, grad_norm: 8.2845 2020-08-03 23:28:57,793 - mmaction - INFO - Epoch [68][740/3757] lr: 1.000e-03, eta: 2 days, 18:42:15, time: 1.948, data_time: 0.884, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3281, loss: 1.3281, grad_norm: 7.9546 2020-08-03 23:29:36,658 - mmaction - INFO - Epoch [68][760/3757] lr: 1.000e-03, eta: 2 days, 18:41:36, time: 1.940, data_time: 0.333, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8695, loss_cls: 1.2786, loss: 1.2786, grad_norm: 7.9098 2020-08-03 23:30:18,343 - mmaction - INFO - Epoch [68][780/3757] lr: 1.000e-03, eta: 2 days, 18:41:01, time: 2.077, data_time: 1.105, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2417, loss: 1.2417, grad_norm: 7.8611 2020-08-03 23:30:57,821 - mmaction - INFO - Epoch [68][800/3757] lr: 1.000e-03, eta: 2 days, 18:40:22, time: 1.976, data_time: 0.872, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3097, loss: 1.3097, grad_norm: 7.9771 2020-08-03 23:31:41,486 - mmaction - INFO - Epoch [68][820/3757] lr: 1.000e-03, eta: 2 days, 18:39:50, time: 2.191, data_time: 1.467, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8664, loss_cls: 1.3295, loss: 1.3295, grad_norm: 8.0222 2020-08-03 23:32:17,014 - mmaction - INFO - Epoch [68][840/3757] lr: 1.000e-03, eta: 2 days, 18:39:06, time: 1.773, data_time: 1.199, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.2941, loss: 1.2941, grad_norm: 7.9475 2020-08-03 23:32:52,815 - mmaction - INFO - Epoch [68][860/3757] lr: 1.000e-03, eta: 2 days, 18:38:23, time: 1.788, data_time: 1.122, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8438, loss_cls: 1.3989, loss: 1.3989, grad_norm: 7.8515 2020-08-03 23:33:32,716 - mmaction - INFO - Epoch [68][880/3757] lr: 1.000e-03, eta: 2 days, 18:37:45, time: 2.000, data_time: 1.403, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.2576, loss: 1.2576, grad_norm: 7.7416 2020-08-03 23:34:16,777 - mmaction - INFO - Epoch [68][900/3757] lr: 1.000e-03, eta: 2 days, 18:37:13, time: 2.203, data_time: 1.032, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8672, loss_cls: 1.3558, loss: 1.3558, grad_norm: 8.0184 2020-08-03 23:34:51,952 - mmaction - INFO - Epoch [68][920/3757] lr: 1.000e-03, eta: 2 days, 18:36:29, time: 1.751, data_time: 0.008, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.3038, loss: 1.3038, grad_norm: 7.6559 2020-08-03 23:35:34,608 - mmaction - INFO - Epoch [68][940/3757] lr: 1.000e-03, eta: 2 days, 18:35:55, time: 2.131, data_time: 0.671, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8633, loss_cls: 1.3725, loss: 1.3725, grad_norm: 8.0640 2020-08-03 23:36:16,443 - mmaction - INFO - Epoch [68][960/3757] lr: 1.000e-03, eta: 2 days, 18:35:20, time: 2.101, data_time: 0.114, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8656, loss_cls: 1.3568, loss: 1.3568, grad_norm: 7.8795 2020-08-03 23:36:52,433 - mmaction - INFO - Epoch [68][980/3757] lr: 1.000e-03, eta: 2 days, 18:34:37, time: 1.791, data_time: 0.016, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8703, loss_cls: 1.3016, loss: 1.3016, grad_norm: 7.8414 2020-08-03 23:37:33,536 - mmaction - INFO - Epoch [68][1000/3757] lr: 1.000e-03, eta: 2 days, 18:34:01, time: 2.059, data_time: 0.011, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3083, loss: 1.3083, grad_norm: 8.0589 2020-08-03 23:38:09,979 - mmaction - INFO - Epoch [68][1020/3757] lr: 1.000e-03, eta: 2 days, 18:33:19, time: 1.824, data_time: 0.011, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8523, loss_cls: 1.3591, loss: 1.3591, grad_norm: 7.8914 2020-08-03 23:38:46,229 - mmaction - INFO - Epoch [68][1040/3757] lr: 1.000e-03, eta: 2 days, 18:32:36, time: 1.815, data_time: 0.010, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8617, loss_cls: 1.2926, loss: 1.2926, grad_norm: 7.9233 2020-08-03 23:39:24,815 - mmaction - INFO - Epoch [68][1060/3757] lr: 1.000e-03, eta: 2 days, 18:31:56, time: 1.924, data_time: 0.116, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8703, loss_cls: 1.3253, loss: 1.3253, grad_norm: 7.8636 2020-08-03 23:40:07,473 - mmaction - INFO - Epoch [68][1080/3757] lr: 1.000e-03, eta: 2 days, 18:31:22, time: 2.138, data_time: 0.009, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8438, loss_cls: 1.3919, loss: 1.3919, grad_norm: 7.9765 2020-08-03 23:40:47,697 - mmaction - INFO - Epoch [68][1100/3757] lr: 1.000e-03, eta: 2 days, 18:30:45, time: 2.011, data_time: 0.009, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8781, loss_cls: 1.3299, loss: 1.3299, grad_norm: 7.9265 2020-08-03 23:41:27,281 - mmaction - INFO - Epoch [68][1120/3757] lr: 1.000e-03, eta: 2 days, 18:30:07, time: 1.971, data_time: 0.008, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8617, loss_cls: 1.2773, loss: 1.2773, grad_norm: 7.6428 2020-08-03 23:42:07,002 - mmaction - INFO - Epoch [68][1140/3757] lr: 1.000e-03, eta: 2 days, 18:29:29, time: 1.987, data_time: 0.011, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3929, loss: 1.3929, grad_norm: 8.1671 2020-08-03 23:42:48,286 - mmaction - INFO - Epoch [68][1160/3757] lr: 1.000e-03, eta: 2 days, 18:28:53, time: 2.072, data_time: 0.010, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8773, loss_cls: 1.2356, loss: 1.2356, grad_norm: 7.4915 2020-08-03 23:43:25,214 - mmaction - INFO - Epoch [68][1180/3757] lr: 1.000e-03, eta: 2 days, 18:28:11, time: 1.845, data_time: 0.007, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8547, loss_cls: 1.3614, loss: 1.3614, grad_norm: 8.0484 2020-08-03 23:44:04,465 - mmaction - INFO - Epoch [68][1200/3757] lr: 1.000e-03, eta: 2 days, 18:27:33, time: 1.963, data_time: 0.125, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8672, loss_cls: 1.3611, loss: 1.3611, grad_norm: 8.2259 2020-08-03 23:44:43,515 - mmaction - INFO - Epoch [68][1220/3757] lr: 1.000e-03, eta: 2 days, 18:26:54, time: 1.954, data_time: 0.212, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8727, loss_cls: 1.2992, loss: 1.2992, grad_norm: 8.1938 2020-08-03 23:45:21,097 - mmaction - INFO - Epoch [68][1240/3757] lr: 1.000e-03, eta: 2 days, 18:26:13, time: 1.872, data_time: 0.023, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8539, loss_cls: 1.3661, loss: 1.3661, grad_norm: 7.9534 2020-08-03 23:46:00,432 - mmaction - INFO - Epoch [68][1260/3757] lr: 1.000e-03, eta: 2 days, 18:25:35, time: 1.974, data_time: 0.035, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8633, loss_cls: 1.3304, loss: 1.3304, grad_norm: 7.9400 2020-08-03 23:46:39,549 - mmaction - INFO - Epoch [68][1280/3757] lr: 1.000e-03, eta: 2 days, 18:24:56, time: 1.949, data_time: 0.392, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8828, loss_cls: 1.2948, loss: 1.2948, grad_norm: 7.9836 2020-08-03 23:47:19,151 - mmaction - INFO - Epoch [68][1300/3757] lr: 1.000e-03, eta: 2 days, 18:24:18, time: 1.980, data_time: 0.208, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3322, loss: 1.3322, grad_norm: 7.9508 2020-08-03 23:47:59,731 - mmaction - INFO - Epoch [68][1320/3757] lr: 1.000e-03, eta: 2 days, 18:23:41, time: 2.031, data_time: 0.510, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8492, loss_cls: 1.3866, loss: 1.3866, grad_norm: 8.0004 2020-08-03 23:48:40,504 - mmaction - INFO - Epoch [68][1340/3757] lr: 1.000e-03, eta: 2 days, 18:23:04, time: 2.043, data_time: 0.031, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3275, loss: 1.3275, grad_norm: 7.9703 2020-08-03 23:49:19,935 - mmaction - INFO - Epoch [68][1360/3757] lr: 1.000e-03, eta: 2 days, 18:22:26, time: 1.971, data_time: 0.009, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8586, loss_cls: 1.3221, loss: 1.3221, grad_norm: 7.9042 2020-08-03 23:49:56,723 - mmaction - INFO - Epoch [68][1380/3757] lr: 1.000e-03, eta: 2 days, 18:21:44, time: 1.841, data_time: 0.014, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.2950, loss: 1.2950, grad_norm: 7.9300 2020-08-03 23:50:36,040 - mmaction - INFO - Epoch [68][1400/3757] lr: 1.000e-03, eta: 2 days, 18:21:05, time: 1.958, data_time: 0.189, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.2991, loss: 1.2991, grad_norm: 7.6815 2020-08-03 23:51:18,339 - mmaction - INFO - Epoch [68][1420/3757] lr: 1.000e-03, eta: 2 days, 18:20:31, time: 2.120, data_time: 0.102, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.3685, loss: 1.3685, grad_norm: 8.0110 2020-08-03 23:51:56,684 - mmaction - INFO - Epoch [68][1440/3757] lr: 1.000e-03, eta: 2 days, 18:19:51, time: 1.916, data_time: 0.007, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8633, loss_cls: 1.3418, loss: 1.3418, grad_norm: 7.7803 2020-08-03 23:52:34,569 - mmaction - INFO - Epoch [68][1460/3757] lr: 1.000e-03, eta: 2 days, 18:19:11, time: 1.894, data_time: 0.195, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.3024, loss: 1.3024, grad_norm: 7.8639 2020-08-03 23:53:11,935 - mmaction - INFO - Epoch [68][1480/3757] lr: 1.000e-03, eta: 2 days, 18:18:30, time: 1.870, data_time: 0.737, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8695, loss_cls: 1.3017, loss: 1.3017, grad_norm: 7.9883 2020-08-03 23:53:54,895 - mmaction - INFO - Epoch [68][1500/3757] lr: 1.000e-03, eta: 2 days, 18:17:56, time: 2.149, data_time: 0.063, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8719, loss_cls: 1.3065, loss: 1.3065, grad_norm: 8.1031 2020-08-03 23:54:30,810 - mmaction - INFO - Epoch [68][1520/3757] lr: 1.000e-03, eta: 2 days, 18:17:13, time: 1.796, data_time: 0.003, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.3099, loss: 1.3099, grad_norm: 7.8664 2020-08-03 23:55:06,604 - mmaction - INFO - Epoch [68][1540/3757] lr: 1.000e-03, eta: 2 days, 18:16:30, time: 1.786, data_time: 0.080, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8516, loss_cls: 1.3508, loss: 1.3508, grad_norm: 7.9543 2020-08-03 23:55:47,841 - mmaction - INFO - Epoch [68][1560/3757] lr: 1.000e-03, eta: 2 days, 18:15:54, time: 2.064, data_time: 0.352, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2521, loss: 1.2521, grad_norm: 7.7225 2020-08-03 23:56:27,946 - mmaction - INFO - Epoch [68][1580/3757] lr: 1.000e-03, eta: 2 days, 18:15:16, time: 2.006, data_time: 0.063, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8438, loss_cls: 1.3904, loss: 1.3904, grad_norm: 8.0650 2020-08-03 23:57:07,913 - mmaction - INFO - Epoch [68][1600/3757] lr: 1.000e-03, eta: 2 days, 18:14:39, time: 1.992, data_time: 0.013, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8773, loss_cls: 1.2448, loss: 1.2448, grad_norm: 7.6969 2020-08-03 23:57:45,903 - mmaction - INFO - Epoch [68][1620/3757] lr: 1.000e-03, eta: 2 days, 18:13:59, time: 1.906, data_time: 0.010, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8656, loss_cls: 1.3071, loss: 1.3071, grad_norm: 8.0044 2020-08-03 23:58:27,177 - mmaction - INFO - Epoch [68][1640/3757] lr: 1.000e-03, eta: 2 days, 18:13:23, time: 2.064, data_time: 0.008, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3452, loss: 1.3452, grad_norm: 7.9324 2020-08-03 23:59:04,709 - mmaction - INFO - Epoch [68][1660/3757] lr: 1.000e-03, eta: 2 days, 18:12:42, time: 1.874, data_time: 0.007, memory: 5166, top1_acc: 0.6445, top5_acc: 0.8344, loss_cls: 1.4795, loss: 1.4795, grad_norm: 8.5655 2020-08-03 23:59:45,028 - mmaction - INFO - Epoch [68][1680/3757] lr: 1.000e-03, eta: 2 days, 18:12:04, time: 2.016, data_time: 0.008, memory: 5166, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.3996, loss: 1.3996, grad_norm: 8.4339 2020-08-04 00:00:21,538 - mmaction - INFO - Epoch [68][1700/3757] lr: 1.000e-03, eta: 2 days, 18:11:22, time: 1.816, data_time: 0.006, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3324, loss: 1.3324, grad_norm: 8.1540 2020-08-04 00:01:03,367 - mmaction - INFO - Epoch [68][1720/3757] lr: 1.000e-03, eta: 2 days, 18:10:47, time: 2.101, data_time: 0.062, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8695, loss_cls: 1.2740, loss: 1.2740, grad_norm: 7.8292 2020-08-04 00:01:41,974 - mmaction - INFO - Epoch [68][1740/3757] lr: 1.000e-03, eta: 2 days, 18:10:07, time: 1.923, data_time: 0.010, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8445, loss_cls: 1.3861, loss: 1.3861, grad_norm: 8.1559 2020-08-04 00:02:18,452 - mmaction - INFO - Epoch [68][1760/3757] lr: 1.000e-03, eta: 2 days, 18:09:25, time: 1.830, data_time: 0.012, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8703, loss_cls: 1.3390, loss: 1.3390, grad_norm: 8.3071 2020-08-04 00:02:53,981 - mmaction - INFO - Epoch [68][1780/3757] lr: 1.000e-03, eta: 2 days, 18:08:42, time: 1.776, data_time: 0.397, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8469, loss_cls: 1.3653, loss: 1.3653, grad_norm: 7.9760 2020-08-04 00:03:33,546 - mmaction - INFO - Epoch [68][1800/3757] lr: 1.000e-03, eta: 2 days, 18:08:03, time: 1.975, data_time: 1.112, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8641, loss_cls: 1.3100, loss: 1.3100, grad_norm: 7.8193 2020-08-04 00:04:13,503 - mmaction - INFO - Epoch [68][1820/3757] lr: 1.000e-03, eta: 2 days, 18:07:26, time: 2.004, data_time: 0.474, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8469, loss_cls: 1.4392, loss: 1.4392, grad_norm: 8.3618 2020-08-04 00:04:54,290 - mmaction - INFO - Epoch [68][1840/3757] lr: 1.000e-03, eta: 2 days, 18:06:49, time: 2.036, data_time: 1.066, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8641, loss_cls: 1.2884, loss: 1.2884, grad_norm: 7.8589 2020-08-04 00:05:34,841 - mmaction - INFO - Epoch [68][1860/3757] lr: 1.000e-03, eta: 2 days, 18:06:12, time: 2.030, data_time: 0.923, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8680, loss_cls: 1.2860, loss: 1.2860, grad_norm: 7.7578 2020-08-04 00:06:14,155 - mmaction - INFO - Epoch [68][1880/3757] lr: 1.000e-03, eta: 2 days, 18:05:34, time: 1.963, data_time: 0.074, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.3660, loss: 1.3660, grad_norm: 8.0702 2020-08-04 00:06:52,043 - mmaction - INFO - Epoch [68][1900/3757] lr: 1.000e-03, eta: 2 days, 18:04:53, time: 1.896, data_time: 0.188, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.3001, loss: 1.3001, grad_norm: 7.9268 2020-08-04 00:07:29,938 - mmaction - INFO - Epoch [68][1920/3757] lr: 1.000e-03, eta: 2 days, 18:04:13, time: 1.890, data_time: 0.316, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8648, loss_cls: 1.3137, loss: 1.3137, grad_norm: 7.9373 2020-08-04 00:08:07,338 - mmaction - INFO - Epoch [68][1940/3757] lr: 1.000e-03, eta: 2 days, 18:03:32, time: 1.876, data_time: 0.271, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.3505, loss: 1.3505, grad_norm: 8.0242 2020-08-04 00:08:46,340 - mmaction - INFO - Epoch [68][1960/3757] lr: 1.000e-03, eta: 2 days, 18:02:53, time: 1.951, data_time: 0.645, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8695, loss_cls: 1.3077, loss: 1.3077, grad_norm: 7.9078 2020-08-04 00:09:27,290 - mmaction - INFO - Epoch [68][1980/3757] lr: 1.000e-03, eta: 2 days, 18:02:17, time: 2.048, data_time: 0.002, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8750, loss_cls: 1.3149, loss: 1.3149, grad_norm: 7.8133 2020-08-04 00:10:05,319 - mmaction - INFO - Epoch [68][2000/3757] lr: 1.000e-03, eta: 2 days, 18:01:37, time: 1.901, data_time: 0.008, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8672, loss_cls: 1.3218, loss: 1.3218, grad_norm: 8.1452 2020-08-04 00:10:42,252 - mmaction - INFO - Epoch [68][2020/3757] lr: 1.000e-03, eta: 2 days, 18:00:55, time: 1.847, data_time: 0.002, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8500, loss_cls: 1.3567, loss: 1.3567, grad_norm: 8.0924 2020-08-04 00:11:24,653 - mmaction - INFO - Epoch [68][2040/3757] lr: 1.000e-03, eta: 2 days, 18:00:20, time: 2.118, data_time: 0.078, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.3863, loss: 1.3863, grad_norm: 8.0916 2020-08-04 00:12:05,770 - mmaction - INFO - Epoch [68][2060/3757] lr: 1.000e-03, eta: 2 days, 17:59:44, time: 2.054, data_time: 0.008, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2663, loss: 1.2663, grad_norm: 7.6256 2020-08-04 00:12:41,366 - mmaction - INFO - Epoch [68][2080/3757] lr: 1.000e-03, eta: 2 days, 17:59:01, time: 1.782, data_time: 0.012, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.3562, loss: 1.3562, grad_norm: 7.8314 2020-08-04 00:13:24,359 - mmaction - INFO - Epoch [68][2100/3757] lr: 1.000e-03, eta: 2 days, 17:58:27, time: 2.151, data_time: 0.016, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8664, loss_cls: 1.3030, loss: 1.3030, grad_norm: 8.1006 2020-08-04 00:14:03,101 - mmaction - INFO - Epoch [68][2120/3757] lr: 1.000e-03, eta: 2 days, 17:57:48, time: 1.937, data_time: 0.002, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8664, loss_cls: 1.3182, loss: 1.3182, grad_norm: 7.8839 2020-08-04 00:14:38,056 - mmaction - INFO - Epoch [68][2140/3757] lr: 1.000e-03, eta: 2 days, 17:57:04, time: 1.740, data_time: 0.008, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8602, loss_cls: 1.3442, loss: 1.3442, grad_norm: 7.6686 2020-08-04 00:15:22,330 - mmaction - INFO - Epoch [68][2160/3757] lr: 1.000e-03, eta: 2 days, 17:56:32, time: 2.217, data_time: 0.010, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3487, loss: 1.3487, grad_norm: 8.0394 2020-08-04 00:16:03,088 - mmaction - INFO - Epoch [68][2180/3757] lr: 1.000e-03, eta: 2 days, 17:55:55, time: 2.038, data_time: 0.006, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8656, loss_cls: 1.3352, loss: 1.3352, grad_norm: 8.1013 2020-08-04 00:16:39,520 - mmaction - INFO - Epoch [68][2200/3757] lr: 1.000e-03, eta: 2 days, 17:55:13, time: 1.819, data_time: 0.006, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8625, loss_cls: 1.2896, loss: 1.2896, grad_norm: 8.0367 2020-08-04 00:17:20,257 - mmaction - INFO - Epoch [68][2220/3757] lr: 1.000e-03, eta: 2 days, 17:54:36, time: 2.040, data_time: 0.085, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8609, loss_cls: 1.3699, loss: 1.3699, grad_norm: 8.0332 2020-08-04 00:18:00,286 - mmaction - INFO - Epoch [68][2240/3757] lr: 1.000e-03, eta: 2 days, 17:53:59, time: 2.005, data_time: 0.010, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4026, loss: 1.4026, grad_norm: 8.2934 2020-08-04 00:18:36,155 - mmaction - INFO - Epoch [68][2260/3757] lr: 1.000e-03, eta: 2 days, 17:53:15, time: 1.794, data_time: 0.009, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.2828, loss: 1.2828, grad_norm: 7.9520 2020-08-04 00:19:13,782 - mmaction - INFO - Epoch [68][2280/3757] lr: 1.000e-03, eta: 2 days, 17:52:35, time: 1.878, data_time: 0.059, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8508, loss_cls: 1.4430, loss: 1.4430, grad_norm: 8.5057 2020-08-04 00:19:53,089 - mmaction - INFO - Epoch [68][2300/3757] lr: 1.000e-03, eta: 2 days, 17:51:56, time: 1.968, data_time: 0.007, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8664, loss_cls: 1.3338, loss: 1.3338, grad_norm: 8.1102 2020-08-04 00:20:32,452 - mmaction - INFO - Epoch [68][2320/3757] lr: 1.000e-03, eta: 2 days, 17:51:18, time: 1.961, data_time: 0.008, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8734, loss_cls: 1.2679, loss: 1.2679, grad_norm: 7.6867 2020-08-04 00:21:09,895 - mmaction - INFO - Epoch [68][2340/3757] lr: 1.000e-03, eta: 2 days, 17:50:37, time: 1.879, data_time: 0.012, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8461, loss_cls: 1.3926, loss: 1.3926, grad_norm: 8.1093 2020-08-04 00:21:51,797 - mmaction - INFO - Epoch [68][2360/3757] lr: 1.000e-03, eta: 2 days, 17:50:01, time: 2.090, data_time: 1.026, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8562, loss_cls: 1.3526, loss: 1.3526, grad_norm: 8.1034 2020-08-04 00:22:32,247 - mmaction - INFO - Epoch [68][2380/3757] lr: 1.000e-03, eta: 2 days, 17:49:25, time: 2.029, data_time: 0.318, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.3473, loss: 1.3473, grad_norm: 7.9386 2020-08-04 00:23:11,347 - mmaction - INFO - Epoch [68][2400/3757] lr: 1.000e-03, eta: 2 days, 17:48:46, time: 1.945, data_time: 0.016, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8695, loss_cls: 1.3260, loss: 1.3260, grad_norm: 8.0158 2020-08-04 00:23:49,458 - mmaction - INFO - Epoch [68][2420/3757] lr: 1.000e-03, eta: 2 days, 17:48:06, time: 1.913, data_time: 0.029, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.3307, loss: 1.3307, grad_norm: 8.1526 2020-08-04 00:24:28,063 - mmaction - INFO - Epoch [68][2440/3757] lr: 1.000e-03, eta: 2 days, 17:47:26, time: 1.927, data_time: 0.394, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2479, loss: 1.2479, grad_norm: 7.7182 2020-08-04 00:25:05,523 - mmaction - INFO - Epoch [68][2460/3757] lr: 1.000e-03, eta: 2 days, 17:46:45, time: 1.877, data_time: 0.588, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3447, loss: 1.3447, grad_norm: 8.0187 2020-08-04 00:25:47,024 - mmaction - INFO - Epoch [68][2480/3757] lr: 1.000e-03, eta: 2 days, 17:46:10, time: 2.073, data_time: 0.721, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8656, loss_cls: 1.3253, loss: 1.3253, grad_norm: 8.2896 2020-08-04 00:26:26,614 - mmaction - INFO - Epoch [68][2500/3757] lr: 1.000e-03, eta: 2 days, 17:45:31, time: 1.979, data_time: 0.596, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8625, loss_cls: 1.3574, loss: 1.3574, grad_norm: 8.1713 2020-08-04 00:27:04,318 - mmaction - INFO - Epoch [68][2520/3757] lr: 1.000e-03, eta: 2 days, 17:44:51, time: 1.884, data_time: 0.263, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8773, loss_cls: 1.3161, loss: 1.3161, grad_norm: 8.0925 2020-08-04 00:27:44,160 - mmaction - INFO - Epoch [68][2540/3757] lr: 1.000e-03, eta: 2 days, 17:44:13, time: 1.997, data_time: 0.014, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8500, loss_cls: 1.4236, loss: 1.4236, grad_norm: 8.1324 2020-08-04 00:28:22,228 - mmaction - INFO - Epoch [68][2560/3757] lr: 1.000e-03, eta: 2 days, 17:43:33, time: 1.899, data_time: 0.005, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3404, loss: 1.3404, grad_norm: 8.1681 2020-08-04 00:29:04,961 - mmaction - INFO - Epoch [68][2580/3757] lr: 1.000e-03, eta: 2 days, 17:42:59, time: 2.141, data_time: 0.013, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8656, loss_cls: 1.3254, loss: 1.3254, grad_norm: 7.9499 2020-08-04 00:29:38,738 - mmaction - INFO - Epoch [68][2600/3757] lr: 1.000e-03, eta: 2 days, 17:42:13, time: 1.686, data_time: 0.002, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8672, loss_cls: 1.3185, loss: 1.3185, grad_norm: 7.9171 2020-08-04 00:30:16,852 - mmaction - INFO - Epoch [68][2620/3757] lr: 1.000e-03, eta: 2 days, 17:41:33, time: 1.905, data_time: 0.010, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8492, loss_cls: 1.3473, loss: 1.3473, grad_norm: 7.8727 2020-08-04 00:30:55,373 - mmaction - INFO - Epoch [68][2640/3757] lr: 1.000e-03, eta: 2 days, 17:40:53, time: 1.929, data_time: 0.008, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3596, loss: 1.3596, grad_norm: 7.9452 2020-08-04 00:31:38,787 - mmaction - INFO - Epoch [68][2660/3757] lr: 1.000e-03, eta: 2 days, 17:40:20, time: 2.168, data_time: 0.008, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8648, loss_cls: 1.3420, loss: 1.3420, grad_norm: 8.0360 2020-08-04 00:32:17,087 - mmaction - INFO - Epoch [68][2680/3757] lr: 1.000e-03, eta: 2 days, 17:39:40, time: 1.917, data_time: 0.202, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3321, loss: 1.3321, grad_norm: 8.0450 2020-08-04 00:32:57,030 - mmaction - INFO - Epoch [68][2700/3757] lr: 1.000e-03, eta: 2 days, 17:39:02, time: 1.996, data_time: 1.008, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.1933, loss: 1.1933, grad_norm: 7.6946 2020-08-04 00:33:35,879 - mmaction - INFO - Epoch [68][2720/3757] lr: 1.000e-03, eta: 2 days, 17:38:23, time: 1.940, data_time: 0.433, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4081, loss: 1.4081, grad_norm: 8.0404 2020-08-04 00:34:14,677 - mmaction - INFO - Epoch [68][2740/3757] lr: 1.000e-03, eta: 2 days, 17:37:44, time: 1.944, data_time: 0.142, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8609, loss_cls: 1.2981, loss: 1.2981, grad_norm: 7.6040 2020-08-04 00:34:56,179 - mmaction - INFO - Epoch [68][2760/3757] lr: 1.000e-03, eta: 2 days, 17:37:08, time: 2.069, data_time: 0.033, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3261, loss: 1.3261, grad_norm: 8.2212 2020-08-04 00:35:37,653 - mmaction - INFO - Epoch [68][2780/3757] lr: 1.000e-03, eta: 2 days, 17:36:33, time: 2.081, data_time: 0.010, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8492, loss_cls: 1.3889, loss: 1.3889, grad_norm: 8.1108 2020-08-04 00:36:16,903 - mmaction - INFO - Epoch [68][2800/3757] lr: 1.000e-03, eta: 2 days, 17:35:54, time: 1.952, data_time: 0.008, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8602, loss_cls: 1.2868, loss: 1.2868, grad_norm: 7.9042 2020-08-04 00:36:57,597 - mmaction - INFO - Epoch [68][2820/3757] lr: 1.000e-03, eta: 2 days, 17:35:17, time: 2.041, data_time: 0.012, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3426, loss: 1.3426, grad_norm: 8.0533 2020-08-04 00:37:34,658 - mmaction - INFO - Epoch [68][2840/3757] lr: 1.000e-03, eta: 2 days, 17:34:36, time: 1.848, data_time: 0.020, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.3119, loss: 1.3119, grad_norm: 7.8817 2020-08-04 00:38:09,650 - mmaction - INFO - Epoch [68][2860/3757] lr: 1.000e-03, eta: 2 days, 17:33:52, time: 1.757, data_time: 0.069, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3373, loss: 1.3373, grad_norm: 8.0341 2020-08-04 00:38:46,057 - mmaction - INFO - Epoch [68][2880/3757] lr: 1.000e-03, eta: 2 days, 17:33:09, time: 1.819, data_time: 0.027, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3387, loss: 1.3387, grad_norm: 8.1246 2020-08-04 00:39:29,682 - mmaction - INFO - Epoch [68][2900/3757] lr: 1.000e-03, eta: 2 days, 17:32:37, time: 2.185, data_time: 0.121, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8617, loss_cls: 1.3158, loss: 1.3158, grad_norm: 8.1081 2020-08-04 00:40:06,920 - mmaction - INFO - Epoch [68][2920/3757] lr: 1.000e-03, eta: 2 days, 17:31:55, time: 1.862, data_time: 0.009, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3543, loss: 1.3543, grad_norm: 7.8947 2020-08-04 00:40:46,306 - mmaction - INFO - Epoch [68][2940/3757] lr: 1.000e-03, eta: 2 days, 17:31:17, time: 1.970, data_time: 0.002, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8648, loss_cls: 1.3681, loss: 1.3681, grad_norm: 8.0599 2020-08-04 00:41:24,172 - mmaction - INFO - Epoch [68][2960/3757] lr: 1.000e-03, eta: 2 days, 17:30:36, time: 1.885, data_time: 0.008, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3779, loss: 1.3779, grad_norm: 8.0218 2020-08-04 00:42:02,078 - mmaction - INFO - Epoch [68][2980/3757] lr: 1.000e-03, eta: 2 days, 17:29:56, time: 1.903, data_time: 0.011, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8664, loss_cls: 1.3119, loss: 1.3119, grad_norm: 7.9024 2020-08-04 00:42:41,594 - mmaction - INFO - Epoch [68][3000/3757] lr: 1.000e-03, eta: 2 days, 17:29:18, time: 1.974, data_time: 0.009, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8555, loss_cls: 1.3902, loss: 1.3902, grad_norm: 8.0820 2020-08-04 00:43:18,764 - mmaction - INFO - Epoch [68][3020/3757] lr: 1.000e-03, eta: 2 days, 17:28:36, time: 1.857, data_time: 0.008, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8641, loss_cls: 1.3344, loss: 1.3344, grad_norm: 8.0073 2020-08-04 00:43:59,471 - mmaction - INFO - Epoch [68][3040/3757] lr: 1.000e-03, eta: 2 days, 17:28:00, time: 2.039, data_time: 0.014, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.3569, loss: 1.3569, grad_norm: 8.1336 2020-08-04 00:44:40,257 - mmaction - INFO - Epoch [68][3060/3757] lr: 1.000e-03, eta: 2 days, 17:27:23, time: 2.038, data_time: 0.021, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3359, loss: 1.3359, grad_norm: 8.2077 2020-08-04 00:45:18,610 - mmaction - INFO - Epoch [68][3080/3757] lr: 1.000e-03, eta: 2 days, 17:26:43, time: 1.912, data_time: 0.003, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8578, loss_cls: 1.3692, loss: 1.3692, grad_norm: 8.1361 2020-08-04 00:45:59,605 - mmaction - INFO - Epoch [68][3100/3757] lr: 1.000e-03, eta: 2 days, 17:26:07, time: 2.056, data_time: 0.347, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8758, loss_cls: 1.2781, loss: 1.2781, grad_norm: 7.8664 2020-08-04 00:46:38,585 - mmaction - INFO - Epoch [68][3120/3757] lr: 1.000e-03, eta: 2 days, 17:25:28, time: 1.949, data_time: 0.230, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8805, loss_cls: 1.2258, loss: 1.2258, grad_norm: 7.7313 2020-08-04 00:47:17,623 - mmaction - INFO - Epoch [68][3140/3757] lr: 1.000e-03, eta: 2 days, 17:24:49, time: 1.952, data_time: 0.009, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8766, loss_cls: 1.2740, loss: 1.2740, grad_norm: 8.0422 2020-08-04 00:47:56,921 - mmaction - INFO - Epoch [68][3160/3757] lr: 1.000e-03, eta: 2 days, 17:24:11, time: 1.964, data_time: 0.003, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3512, loss: 1.3512, grad_norm: 8.1110 2020-08-04 00:48:35,781 - mmaction - INFO - Epoch [68][3180/3757] lr: 1.000e-03, eta: 2 days, 17:23:31, time: 1.941, data_time: 0.009, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.3120, loss: 1.3120, grad_norm: 7.8889 2020-08-04 00:49:16,273 - mmaction - INFO - Epoch [68][3200/3757] lr: 1.000e-03, eta: 2 days, 17:22:54, time: 2.025, data_time: 0.008, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8781, loss_cls: 1.2930, loss: 1.2930, grad_norm: 7.9586 2020-08-04 00:49:52,837 - mmaction - INFO - Epoch [68][3220/3757] lr: 1.000e-03, eta: 2 days, 17:22:12, time: 1.822, data_time: 0.011, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.3816, loss: 1.3816, grad_norm: 8.1767 2020-08-04 00:50:29,055 - mmaction - INFO - Epoch [68][3240/3757] lr: 1.000e-03, eta: 2 days, 17:21:30, time: 1.815, data_time: 0.272, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.3349, loss: 1.3349, grad_norm: 7.9526 2020-08-04 00:51:10,035 - mmaction - INFO - Epoch [68][3260/3757] lr: 1.000e-03, eta: 2 days, 17:20:53, time: 2.053, data_time: 0.159, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8445, loss_cls: 1.4037, loss: 1.4037, grad_norm: 8.2725 2020-08-04 00:51:52,585 - mmaction - INFO - Epoch [68][3280/3757] lr: 1.000e-03, eta: 2 days, 17:20:19, time: 2.126, data_time: 0.025, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3643, loss: 1.3643, grad_norm: 8.0941 2020-08-04 00:52:30,299 - mmaction - INFO - Epoch [68][3300/3757] lr: 1.000e-03, eta: 2 days, 17:19:38, time: 1.886, data_time: 0.004, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8711, loss_cls: 1.3749, loss: 1.3749, grad_norm: 8.2811 2020-08-04 00:53:05,657 - mmaction - INFO - Epoch [68][3320/3757] lr: 1.000e-03, eta: 2 days, 17:18:55, time: 1.760, data_time: 0.009, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8719, loss_cls: 1.3067, loss: 1.3067, grad_norm: 7.9158 2020-08-04 00:53:44,992 - mmaction - INFO - Epoch [68][3340/3757] lr: 1.000e-03, eta: 2 days, 17:18:16, time: 1.968, data_time: 0.021, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8594, loss_cls: 1.3086, loss: 1.3086, grad_norm: 7.9290 2020-08-04 00:54:22,593 - mmaction - INFO - Epoch [68][3360/3757] lr: 1.000e-03, eta: 2 days, 17:17:36, time: 1.887, data_time: 0.010, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.3134, loss: 1.3134, grad_norm: 7.9097 2020-08-04 00:55:00,431 - mmaction - INFO - Epoch [68][3380/3757] lr: 1.000e-03, eta: 2 days, 17:16:55, time: 1.884, data_time: 0.008, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8477, loss_cls: 1.4104, loss: 1.4104, grad_norm: 8.1804 2020-08-04 00:55:39,364 - mmaction - INFO - Epoch [68][3400/3757] lr: 1.000e-03, eta: 2 days, 17:16:16, time: 1.954, data_time: 0.018, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8617, loss_cls: 1.2936, loss: 1.2936, grad_norm: 7.8223 2020-08-04 00:56:18,553 - mmaction - INFO - Epoch [68][3420/3757] lr: 1.000e-03, eta: 2 days, 17:15:37, time: 1.958, data_time: 1.131, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8672, loss_cls: 1.3086, loss: 1.3086, grad_norm: 7.7618 2020-08-04 00:56:55,950 - mmaction - INFO - Epoch [68][3440/3757] lr: 1.000e-03, eta: 2 days, 17:14:56, time: 1.872, data_time: 0.069, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8688, loss_cls: 1.3228, loss: 1.3228, grad_norm: 8.1245 2020-08-04 00:57:34,709 - mmaction - INFO - Epoch [68][3460/3757] lr: 1.000e-03, eta: 2 days, 17:14:17, time: 1.929, data_time: 0.880, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8734, loss_cls: 1.2981, loss: 1.2981, grad_norm: 8.1463 2020-08-04 00:58:15,329 - mmaction - INFO - Epoch [68][3480/3757] lr: 1.000e-03, eta: 2 days, 17:13:40, time: 2.041, data_time: 1.023, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.3772, loss: 1.3772, grad_norm: 8.4049 2020-08-04 00:58:53,061 - mmaction - INFO - Epoch [68][3500/3757] lr: 1.000e-03, eta: 2 days, 17:13:00, time: 1.883, data_time: 0.432, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.3689, loss: 1.3689, grad_norm: 8.1773 2020-08-04 00:59:33,972 - mmaction - INFO - Epoch [68][3520/3757] lr: 1.000e-03, eta: 2 days, 17:12:23, time: 2.049, data_time: 0.016, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8539, loss_cls: 1.3968, loss: 1.3968, grad_norm: 8.3424 2020-08-04 01:00:13,156 - mmaction - INFO - Epoch [68][3540/3757] lr: 1.000e-03, eta: 2 days, 17:11:44, time: 1.946, data_time: 0.015, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8633, loss_cls: 1.3372, loss: 1.3372, grad_norm: 8.1386 2020-08-04 01:00:51,507 - mmaction - INFO - Epoch [68][3560/3757] lr: 1.000e-03, eta: 2 days, 17:11:05, time: 1.931, data_time: 0.774, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3483, loss: 1.3483, grad_norm: 8.0353 2020-08-04 01:01:33,638 - mmaction - INFO - Epoch [68][3580/3757] lr: 1.000e-03, eta: 2 days, 17:10:30, time: 2.107, data_time: 0.670, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.3944, loss: 1.3944, grad_norm: 8.1519 2020-08-04 01:02:10,590 - mmaction - INFO - Epoch [68][3600/3757] lr: 1.000e-03, eta: 2 days, 17:09:48, time: 1.840, data_time: 0.008, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8703, loss_cls: 1.2841, loss: 1.2841, grad_norm: 7.9927 2020-08-04 01:02:48,929 - mmaction - INFO - Epoch [68][3620/3757] lr: 1.000e-03, eta: 2 days, 17:09:08, time: 1.924, data_time: 0.019, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3520, loss: 1.3520, grad_norm: 7.9949 2020-08-04 01:03:30,815 - mmaction - INFO - Epoch [68][3640/3757] lr: 1.000e-03, eta: 2 days, 17:08:33, time: 2.094, data_time: 0.048, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8578, loss_cls: 1.2892, loss: 1.2892, grad_norm: 7.8650 2020-08-04 01:04:10,922 - mmaction - INFO - Epoch [68][3660/3757] lr: 1.000e-03, eta: 2 days, 17:07:56, time: 2.004, data_time: 1.056, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8680, loss_cls: 1.2956, loss: 1.2956, grad_norm: 7.9700 2020-08-04 01:04:51,099 - mmaction - INFO - Epoch [68][3680/3757] lr: 1.000e-03, eta: 2 days, 17:07:18, time: 2.010, data_time: 1.321, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.3422, loss: 1.3422, grad_norm: 8.1662 2020-08-04 01:05:26,078 - mmaction - INFO - Epoch [68][3700/3757] lr: 1.000e-03, eta: 2 days, 17:06:34, time: 1.742, data_time: 0.534, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8484, loss_cls: 1.3558, loss: 1.3558, grad_norm: 7.9689 2020-08-04 01:06:02,787 - mmaction - INFO - Epoch [68][3720/3757] lr: 1.000e-03, eta: 2 days, 17:05:52, time: 1.841, data_time: 0.614, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8594, loss_cls: 1.3558, loss: 1.3558, grad_norm: 8.0994 2020-08-04 01:06:43,856 - mmaction - INFO - Epoch [68][3740/3757] lr: 1.000e-03, eta: 2 days, 17:05:16, time: 2.046, data_time: 0.263, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8648, loss_cls: 1.2859, loss: 1.2859, grad_norm: 7.6293 2020-08-04 01:07:09,518 - mmaction - INFO - Saving checkpoint at 68 epochs 2020-08-04 01:08:04,549 - mmaction - INFO - Epoch [69][20/3757] lr: 1.000e-03, eta: 2 days, 17:03:39, time: 2.640, data_time: 1.189, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8734, loss_cls: 1.3038, loss: 1.3038, grad_norm: 7.8015 2020-08-04 01:08:43,084 - mmaction - INFO - Epoch [69][40/3757] lr: 1.000e-03, eta: 2 days, 17:03:00, time: 1.928, data_time: 0.005, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.3578, loss: 1.3578, grad_norm: 7.9419 2020-08-04 01:09:21,601 - mmaction - INFO - Epoch [69][60/3757] lr: 1.000e-03, eta: 2 days, 17:02:20, time: 1.921, data_time: 0.022, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4126, loss: 1.4126, grad_norm: 8.2641 2020-08-04 01:10:02,315 - mmaction - INFO - Epoch [69][80/3757] lr: 1.000e-03, eta: 2 days, 17:01:43, time: 2.039, data_time: 0.022, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2453, loss: 1.2453, grad_norm: 7.9218 2020-08-04 01:10:44,971 - mmaction - INFO - Epoch [69][100/3757] lr: 1.000e-03, eta: 2 days, 17:01:09, time: 2.130, data_time: 0.009, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8703, loss_cls: 1.3219, loss: 1.3219, grad_norm: 8.0853 2020-08-04 01:11:27,515 - mmaction - INFO - Epoch [69][120/3757] lr: 1.000e-03, eta: 2 days, 17:00:34, time: 2.124, data_time: 0.008, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.3660, loss: 1.3660, grad_norm: 7.9880 2020-08-04 01:12:07,055 - mmaction - INFO - Epoch [69][140/3757] lr: 1.000e-03, eta: 2 days, 16:59:56, time: 1.982, data_time: 0.253, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3362, loss: 1.3362, grad_norm: 8.0212 2020-08-04 01:12:46,403 - mmaction - INFO - Epoch [69][160/3757] lr: 1.000e-03, eta: 2 days, 16:59:18, time: 1.961, data_time: 0.221, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.2993, loss: 1.2993, grad_norm: 7.7349 2020-08-04 01:13:22,959 - mmaction - INFO - Epoch [69][180/3757] lr: 1.000e-03, eta: 2 days, 16:58:36, time: 1.832, data_time: 0.524, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3089, loss: 1.3089, grad_norm: 8.1589 2020-08-04 01:14:01,353 - mmaction - INFO - Epoch [69][200/3757] lr: 1.000e-03, eta: 2 days, 16:57:56, time: 1.914, data_time: 0.808, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8586, loss_cls: 1.2769, loss: 1.2769, grad_norm: 7.9392 2020-08-04 01:14:39,493 - mmaction - INFO - Epoch [69][220/3757] lr: 1.000e-03, eta: 2 days, 16:57:16, time: 1.913, data_time: 0.669, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8281, loss_cls: 1.4257, loss: 1.4257, grad_norm: 7.9816 2020-08-04 01:15:20,626 - mmaction - INFO - Epoch [69][240/3757] lr: 1.000e-03, eta: 2 days, 16:56:40, time: 2.055, data_time: 1.444, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8586, loss_cls: 1.2948, loss: 1.2948, grad_norm: 8.0470 2020-08-04 01:15:59,391 - mmaction - INFO - Epoch [69][260/3757] lr: 1.000e-03, eta: 2 days, 16:56:01, time: 1.940, data_time: 1.374, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8672, loss_cls: 1.3024, loss: 1.3024, grad_norm: 8.0923 2020-08-04 01:16:38,689 - mmaction - INFO - Epoch [69][280/3757] lr: 1.000e-03, eta: 2 days, 16:55:22, time: 1.956, data_time: 1.322, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4091, loss: 1.4091, grad_norm: 8.2246 2020-08-04 01:17:13,385 - mmaction - INFO - Epoch [69][300/3757] lr: 1.000e-03, eta: 2 days, 16:54:38, time: 1.746, data_time: 0.710, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8859, loss_cls: 1.2408, loss: 1.2408, grad_norm: 8.2046 2020-08-04 01:17:53,229 - mmaction - INFO - Epoch [69][320/3757] lr: 1.000e-03, eta: 2 days, 16:53:59, time: 1.982, data_time: 0.007, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8656, loss_cls: 1.3199, loss: 1.3199, grad_norm: 8.0496 2020-08-04 01:18:34,367 - mmaction - INFO - Epoch [69][340/3757] lr: 1.000e-03, eta: 2 days, 16:53:24, time: 2.067, data_time: 0.012, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8719, loss_cls: 1.2782, loss: 1.2782, grad_norm: 7.8909 2020-08-04 01:19:11,259 - mmaction - INFO - Epoch [69][360/3757] lr: 1.000e-03, eta: 2 days, 16:52:42, time: 1.838, data_time: 0.007, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8742, loss_cls: 1.2850, loss: 1.2850, grad_norm: 8.1067 2020-08-04 01:19:51,398 - mmaction - INFO - Epoch [69][380/3757] lr: 1.000e-03, eta: 2 days, 16:52:04, time: 2.013, data_time: 0.009, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8719, loss_cls: 1.2941, loss: 1.2941, grad_norm: 8.1772 2020-08-04 01:20:29,130 - mmaction - INFO - Epoch [69][400/3757] lr: 1.000e-03, eta: 2 days, 16:51:24, time: 1.882, data_time: 0.014, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8695, loss_cls: 1.2718, loss: 1.2718, grad_norm: 7.8025 2020-08-04 01:21:10,993 - mmaction - INFO - Epoch [69][420/3757] lr: 1.000e-03, eta: 2 days, 16:50:49, time: 2.097, data_time: 0.011, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8875, loss_cls: 1.2429, loss: 1.2429, grad_norm: 7.6605 2020-08-04 01:21:48,393 - mmaction - INFO - Epoch [69][440/3757] lr: 1.000e-03, eta: 2 days, 16:50:08, time: 1.869, data_time: 0.010, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8641, loss_cls: 1.2522, loss: 1.2522, grad_norm: 7.5333 2020-08-04 01:22:26,923 - mmaction - INFO - Epoch [69][460/3757] lr: 1.000e-03, eta: 2 days, 16:49:28, time: 1.929, data_time: 0.035, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3338, loss: 1.3338, grad_norm: 8.1423 2020-08-04 01:23:07,942 - mmaction - INFO - Epoch [69][480/3757] lr: 1.000e-03, eta: 2 days, 16:48:52, time: 2.051, data_time: 0.276, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8617, loss_cls: 1.3170, loss: 1.3170, grad_norm: 7.9298 2020-08-04 01:23:48,377 - mmaction - INFO - Epoch [69][500/3757] lr: 1.000e-03, eta: 2 days, 16:48:15, time: 2.021, data_time: 0.428, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.3129, loss: 1.3129, grad_norm: 8.0803 2020-08-04 01:24:28,496 - mmaction - INFO - Epoch [69][520/3757] lr: 1.000e-03, eta: 2 days, 16:47:37, time: 2.005, data_time: 0.348, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8586, loss_cls: 1.3464, loss: 1.3464, grad_norm: 7.8095 2020-08-04 01:25:06,206 - mmaction - INFO - Epoch [69][540/3757] lr: 1.000e-03, eta: 2 days, 16:46:56, time: 1.887, data_time: 1.043, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3691, loss: 1.3691, grad_norm: 7.9971 2020-08-04 01:25:48,011 - mmaction - INFO - Epoch [69][560/3757] lr: 1.000e-03, eta: 2 days, 16:46:21, time: 2.089, data_time: 0.243, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2465, loss: 1.2465, grad_norm: 7.9750 2020-08-04 01:26:24,768 - mmaction - INFO - Epoch [69][580/3757] lr: 1.000e-03, eta: 2 days, 16:45:39, time: 1.840, data_time: 0.561, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8883, loss_cls: 1.1832, loss: 1.1832, grad_norm: 7.7667 2020-08-04 01:27:06,000 - mmaction - INFO - Epoch [69][600/3757] lr: 1.000e-03, eta: 2 days, 16:45:03, time: 2.056, data_time: 0.423, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8711, loss_cls: 1.2668, loss: 1.2668, grad_norm: 7.8026 2020-08-04 01:27:40,342 - mmaction - INFO - Epoch [69][620/3757] lr: 1.000e-03, eta: 2 days, 16:44:18, time: 1.722, data_time: 0.171, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8617, loss_cls: 1.2849, loss: 1.2849, grad_norm: 7.9351 2020-08-04 01:28:23,232 - mmaction - INFO - Epoch [69][640/3757] lr: 1.000e-03, eta: 2 days, 16:43:44, time: 2.139, data_time: 0.007, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8617, loss_cls: 1.3124, loss: 1.3124, grad_norm: 7.9190 2020-08-04 01:29:02,887 - mmaction - INFO - Epoch [69][660/3757] lr: 1.000e-03, eta: 2 days, 16:43:06, time: 1.988, data_time: 0.022, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.3317, loss: 1.3317, grad_norm: 8.0604 2020-08-04 01:29:39,058 - mmaction - INFO - Epoch [69][680/3757] lr: 1.000e-03, eta: 2 days, 16:42:24, time: 1.805, data_time: 0.237, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8695, loss_cls: 1.2500, loss: 1.2500, grad_norm: 7.8216 2020-08-04 01:30:20,674 - mmaction - INFO - Epoch [69][700/3757] lr: 1.000e-03, eta: 2 days, 16:41:48, time: 2.073, data_time: 1.098, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8750, loss_cls: 1.2973, loss: 1.2973, grad_norm: 7.9474 2020-08-04 01:30:56,920 - mmaction - INFO - Epoch [69][720/3757] lr: 1.000e-03, eta: 2 days, 16:41:06, time: 1.824, data_time: 1.120, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8695, loss_cls: 1.2768, loss: 1.2768, grad_norm: 7.9150 2020-08-04 01:31:40,243 - mmaction - INFO - Epoch [69][740/3757] lr: 1.000e-03, eta: 2 days, 16:40:32, time: 2.164, data_time: 1.237, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.2134, loss: 1.2134, grad_norm: 7.6791 2020-08-04 01:32:18,962 - mmaction - INFO - Epoch [69][760/3757] lr: 1.000e-03, eta: 2 days, 16:39:53, time: 1.936, data_time: 1.382, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8570, loss_cls: 1.3441, loss: 1.3441, grad_norm: 8.0739 2020-08-04 01:32:57,012 - mmaction - INFO - Epoch [69][780/3757] lr: 1.000e-03, eta: 2 days, 16:39:13, time: 1.904, data_time: 1.339, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8656, loss_cls: 1.2924, loss: 1.2924, grad_norm: 8.1811 2020-08-04 01:33:35,211 - mmaction - INFO - Epoch [69][800/3757] lr: 1.000e-03, eta: 2 days, 16:38:33, time: 1.909, data_time: 1.319, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.3333, loss: 1.3333, grad_norm: 8.2651 2020-08-04 01:34:12,837 - mmaction - INFO - Epoch [69][820/3757] lr: 1.000e-03, eta: 2 days, 16:37:52, time: 1.882, data_time: 0.908, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.3198, loss: 1.3198, grad_norm: 8.0880 2020-08-04 01:34:52,892 - mmaction - INFO - Epoch [69][840/3757] lr: 1.000e-03, eta: 2 days, 16:37:15, time: 2.004, data_time: 0.036, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.2782, loss: 1.2782, grad_norm: 7.9132 2020-08-04 01:35:31,303 - mmaction - INFO - Epoch [69][860/3757] lr: 1.000e-03, eta: 2 days, 16:36:35, time: 1.920, data_time: 0.013, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8547, loss_cls: 1.3374, loss: 1.3374, grad_norm: 7.9631 2020-08-04 01:36:11,495 - mmaction - INFO - Epoch [69][880/3757] lr: 1.000e-03, eta: 2 days, 16:35:57, time: 2.001, data_time: 0.118, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8711, loss_cls: 1.2864, loss: 1.2864, grad_norm: 7.7879 2020-08-04 01:36:52,165 - mmaction - INFO - Epoch [69][900/3757] lr: 1.000e-03, eta: 2 days, 16:35:21, time: 2.042, data_time: 0.011, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2750, loss: 1.2750, grad_norm: 8.0666 2020-08-04 01:37:26,976 - mmaction - INFO - Epoch [69][920/3757] lr: 1.000e-03, eta: 2 days, 16:34:36, time: 1.741, data_time: 0.008, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8461, loss_cls: 1.3846, loss: 1.3846, grad_norm: 7.9670 2020-08-04 01:38:05,947 - mmaction - INFO - Epoch [69][940/3757] lr: 1.000e-03, eta: 2 days, 16:33:57, time: 1.949, data_time: 0.016, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8703, loss_cls: 1.3098, loss: 1.3098, grad_norm: 7.9190 2020-08-04 01:38:44,444 - mmaction - INFO - Epoch [69][960/3757] lr: 1.000e-03, eta: 2 days, 16:33:18, time: 1.919, data_time: 0.118, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8695, loss_cls: 1.3090, loss: 1.3090, grad_norm: 8.1860 2020-08-04 01:39:27,170 - mmaction - INFO - Epoch [69][980/3757] lr: 1.000e-03, eta: 2 days, 16:32:44, time: 2.139, data_time: 0.352, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8594, loss_cls: 1.3694, loss: 1.3694, grad_norm: 8.1204 2020-08-04 01:40:03,939 - mmaction - INFO - Epoch [69][1000/3757] lr: 1.000e-03, eta: 2 days, 16:32:02, time: 1.841, data_time: 0.078, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3523, loss: 1.3523, grad_norm: 8.0229 2020-08-04 01:40:42,725 - mmaction - INFO - Epoch [69][1020/3757] lr: 1.000e-03, eta: 2 days, 16:31:23, time: 1.939, data_time: 0.019, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.4149, loss: 1.4149, grad_norm: 8.4089 2020-08-04 01:41:23,186 - mmaction - INFO - Epoch [69][1040/3757] lr: 1.000e-03, eta: 2 days, 16:30:45, time: 2.017, data_time: 0.470, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3728, loss: 1.3728, grad_norm: 8.1344 2020-08-04 01:42:02,664 - mmaction - INFO - Epoch [69][1060/3757] lr: 1.000e-03, eta: 2 days, 16:30:07, time: 1.981, data_time: 0.131, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8547, loss_cls: 1.3570, loss: 1.3570, grad_norm: 8.1165 2020-08-04 01:42:41,202 - mmaction - INFO - Epoch [69][1080/3757] lr: 1.000e-03, eta: 2 days, 16:29:28, time: 1.926, data_time: 0.007, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8719, loss_cls: 1.3123, loss: 1.3123, grad_norm: 8.1414 2020-08-04 01:43:23,048 - mmaction - INFO - Epoch [69][1100/3757] lr: 1.000e-03, eta: 2 days, 16:28:52, time: 2.084, data_time: 0.003, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8633, loss_cls: 1.3418, loss: 1.3418, grad_norm: 8.2292 2020-08-04 01:43:58,727 - mmaction - INFO - Epoch [69][1120/3757] lr: 1.000e-03, eta: 2 days, 16:28:09, time: 1.792, data_time: 0.012, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8688, loss_cls: 1.3386, loss: 1.3386, grad_norm: 7.9918 2020-08-04 01:44:40,533 - mmaction - INFO - Epoch [69][1140/3757] lr: 1.000e-03, eta: 2 days, 16:27:34, time: 2.083, data_time: 0.079, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8656, loss_cls: 1.3255, loss: 1.3255, grad_norm: 8.0511 2020-08-04 01:45:22,615 - mmaction - INFO - Epoch [69][1160/3757] lr: 1.000e-03, eta: 2 days, 16:26:59, time: 2.107, data_time: 0.056, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3925, loss: 1.3925, grad_norm: 8.1418 2020-08-04 01:46:02,148 - mmaction - INFO - Epoch [69][1180/3757] lr: 1.000e-03, eta: 2 days, 16:26:20, time: 1.981, data_time: 0.130, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8773, loss_cls: 1.2808, loss: 1.2808, grad_norm: 7.9775 2020-08-04 01:46:41,841 - mmaction - INFO - Epoch [69][1200/3757] lr: 1.000e-03, eta: 2 days, 16:25:42, time: 1.977, data_time: 0.008, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4323, loss: 1.4323, grad_norm: 8.2396 2020-08-04 01:47:20,751 - mmaction - INFO - Epoch [69][1220/3757] lr: 1.000e-03, eta: 2 days, 16:25:03, time: 1.952, data_time: 0.965, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8656, loss_cls: 1.3003, loss: 1.3003, grad_norm: 7.9695 2020-08-04 01:48:00,179 - mmaction - INFO - Epoch [69][1240/3757] lr: 1.000e-03, eta: 2 days, 16:24:25, time: 1.962, data_time: 0.607, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8648, loss_cls: 1.3497, loss: 1.3497, grad_norm: 8.1109 2020-08-04 01:48:40,356 - mmaction - INFO - Epoch [69][1260/3757] lr: 1.000e-03, eta: 2 days, 16:23:47, time: 2.018, data_time: 0.049, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8695, loss_cls: 1.2616, loss: 1.2616, grad_norm: 7.8051 2020-08-04 01:49:20,239 - mmaction - INFO - Epoch [69][1280/3757] lr: 1.000e-03, eta: 2 days, 16:23:10, time: 1.995, data_time: 0.013, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8617, loss_cls: 1.3692, loss: 1.3692, grad_norm: 8.1625 2020-08-04 01:49:57,842 - mmaction - INFO - Epoch [69][1300/3757] lr: 1.000e-03, eta: 2 days, 16:22:29, time: 1.880, data_time: 0.003, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8789, loss_cls: 1.2692, loss: 1.2692, grad_norm: 7.8891 2020-08-04 01:50:36,235 - mmaction - INFO - Epoch [69][1320/3757] lr: 1.000e-03, eta: 2 days, 16:21:49, time: 1.912, data_time: 0.010, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.3535, loss: 1.3535, grad_norm: 8.0668 2020-08-04 01:51:16,817 - mmaction - INFO - Epoch [69][1340/3757] lr: 1.000e-03, eta: 2 days, 16:21:12, time: 2.037, data_time: 0.011, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8703, loss_cls: 1.3256, loss: 1.3256, grad_norm: 7.8333 2020-08-04 01:51:56,771 - mmaction - INFO - Epoch [69][1360/3757] lr: 1.000e-03, eta: 2 days, 16:20:34, time: 1.996, data_time: 0.008, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8375, loss_cls: 1.4920, loss: 1.4920, grad_norm: 8.5069 2020-08-04 01:52:37,776 - mmaction - INFO - Epoch [69][1380/3757] lr: 1.000e-03, eta: 2 days, 16:19:58, time: 2.052, data_time: 0.005, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8539, loss_cls: 1.3730, loss: 1.3730, grad_norm: 7.9416 2020-08-04 01:53:17,679 - mmaction - INFO - Epoch [69][1400/3757] lr: 1.000e-03, eta: 2 days, 16:19:20, time: 1.994, data_time: 0.027, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8406, loss_cls: 1.4270, loss: 1.4270, grad_norm: 8.3205 2020-08-04 01:53:54,372 - mmaction - INFO - Epoch [69][1420/3757] lr: 1.000e-03, eta: 2 days, 16:18:38, time: 1.837, data_time: 0.014, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8688, loss_cls: 1.2807, loss: 1.2807, grad_norm: 8.2921 2020-08-04 01:54:30,635 - mmaction - INFO - Epoch [69][1440/3757] lr: 1.000e-03, eta: 2 days, 16:17:56, time: 1.803, data_time: 0.053, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8758, loss_cls: 1.2702, loss: 1.2702, grad_norm: 7.8391 2020-08-04 01:55:12,644 - mmaction - INFO - Epoch [69][1460/3757] lr: 1.000e-03, eta: 2 days, 16:17:21, time: 2.103, data_time: 0.013, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8648, loss_cls: 1.3188, loss: 1.3188, grad_norm: 7.9636 2020-08-04 01:55:46,615 - mmaction - INFO - Epoch [69][1480/3757] lr: 1.000e-03, eta: 2 days, 16:16:36, time: 1.706, data_time: 0.010, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.3751, loss: 1.3751, grad_norm: 8.3604 2020-08-04 01:56:29,922 - mmaction - INFO - Epoch [69][1500/3757] lr: 1.000e-03, eta: 2 days, 16:16:02, time: 2.165, data_time: 0.008, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8484, loss_cls: 1.4374, loss: 1.4374, grad_norm: 8.6814 2020-08-04 01:57:07,076 - mmaction - INFO - Epoch [69][1520/3757] lr: 1.000e-03, eta: 2 days, 16:15:21, time: 1.855, data_time: 0.009, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8531, loss_cls: 1.3680, loss: 1.3680, grad_norm: 8.0754 2020-08-04 01:57:47,929 - mmaction - INFO - Epoch [69][1540/3757] lr: 1.000e-03, eta: 2 days, 16:14:44, time: 2.046, data_time: 0.036, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3493, loss: 1.3493, grad_norm: 8.0262 2020-08-04 01:58:23,111 - mmaction - INFO - Epoch [69][1560/3757] lr: 1.000e-03, eta: 2 days, 16:14:00, time: 1.752, data_time: 0.012, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8633, loss_cls: 1.3171, loss: 1.3171, grad_norm: 8.0832 2020-08-04 01:59:04,458 - mmaction - INFO - Epoch [69][1580/3757] lr: 1.000e-03, eta: 2 days, 16:13:24, time: 2.075, data_time: 0.127, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8586, loss_cls: 1.3841, loss: 1.3841, grad_norm: 8.3640 2020-08-04 01:59:42,388 - mmaction - INFO - Epoch [69][1600/3757] lr: 1.000e-03, eta: 2 days, 16:12:44, time: 1.885, data_time: 0.181, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8680, loss_cls: 1.2268, loss: 1.2268, grad_norm: 7.6634 2020-08-04 02:00:20,083 - mmaction - INFO - Epoch [69][1620/3757] lr: 1.000e-03, eta: 2 days, 16:12:03, time: 1.879, data_time: 0.218, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3421, loss: 1.3421, grad_norm: 8.2399 2020-08-04 02:01:04,899 - mmaction - INFO - Epoch [69][1640/3757] lr: 1.000e-03, eta: 2 days, 16:11:32, time: 2.259, data_time: 0.238, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8539, loss_cls: 1.3699, loss: 1.3699, grad_norm: 8.1340 2020-08-04 02:01:44,274 - mmaction - INFO - Epoch [69][1660/3757] lr: 1.000e-03, eta: 2 days, 16:10:53, time: 1.963, data_time: 0.008, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8617, loss_cls: 1.3159, loss: 1.3159, grad_norm: 8.0396 2020-08-04 02:02:20,919 - mmaction - INFO - Epoch [69][1680/3757] lr: 1.000e-03, eta: 2 days, 16:10:12, time: 1.838, data_time: 0.014, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8578, loss_cls: 1.3960, loss: 1.3960, grad_norm: 8.1454 2020-08-04 02:02:59,057 - mmaction - INFO - Epoch [69][1700/3757] lr: 1.000e-03, eta: 2 days, 16:09:31, time: 1.897, data_time: 0.099, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8516, loss_cls: 1.3776, loss: 1.3776, grad_norm: 8.1751 2020-08-04 02:03:40,449 - mmaction - INFO - Epoch [69][1720/3757] lr: 1.000e-03, eta: 2 days, 16:08:55, time: 2.077, data_time: 0.012, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8688, loss_cls: 1.2777, loss: 1.2777, grad_norm: 8.1164 2020-08-04 02:04:17,818 - mmaction - INFO - Epoch [69][1740/3757] lr: 1.000e-03, eta: 2 days, 16:08:15, time: 1.871, data_time: 0.239, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8789, loss_cls: 1.2703, loss: 1.2703, grad_norm: 8.0961 2020-08-04 02:04:57,338 - mmaction - INFO - Epoch [69][1760/3757] lr: 1.000e-03, eta: 2 days, 16:07:36, time: 1.967, data_time: 0.616, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8547, loss_cls: 1.3521, loss: 1.3521, grad_norm: 8.2405 2020-08-04 02:05:34,171 - mmaction - INFO - Epoch [69][1780/3757] lr: 1.000e-03, eta: 2 days, 16:06:55, time: 1.851, data_time: 0.924, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8742, loss_cls: 1.2459, loss: 1.2459, grad_norm: 7.8144 2020-08-04 02:06:14,518 - mmaction - INFO - Epoch [69][1800/3757] lr: 1.000e-03, eta: 2 days, 16:06:17, time: 2.012, data_time: 0.007, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8852, loss_cls: 1.2325, loss: 1.2325, grad_norm: 7.9581 2020-08-04 02:06:51,293 - mmaction - INFO - Epoch [69][1820/3757] lr: 1.000e-03, eta: 2 days, 16:05:36, time: 1.842, data_time: 0.013, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.3003, loss: 1.3003, grad_norm: 7.9347 2020-08-04 02:07:33,707 - mmaction - INFO - Epoch [69][1840/3757] lr: 1.000e-03, eta: 2 days, 16:05:01, time: 2.116, data_time: 0.266, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8711, loss_cls: 1.2822, loss: 1.2822, grad_norm: 7.9377 2020-08-04 02:08:11,793 - mmaction - INFO - Epoch [69][1860/3757] lr: 1.000e-03, eta: 2 days, 16:04:21, time: 1.911, data_time: 0.123, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8672, loss_cls: 1.3045, loss: 1.3045, grad_norm: 8.0828 2020-08-04 02:08:52,842 - mmaction - INFO - Epoch [69][1880/3757] lr: 1.000e-03, eta: 2 days, 16:03:44, time: 2.043, data_time: 0.689, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8430, loss_cls: 1.3915, loss: 1.3915, grad_norm: 8.2490 2020-08-04 02:09:30,586 - mmaction - INFO - Epoch [69][1900/3757] lr: 1.000e-03, eta: 2 days, 16:03:04, time: 1.896, data_time: 0.078, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3250, loss: 1.3250, grad_norm: 8.3152 2020-08-04 02:10:08,568 - mmaction - INFO - Epoch [69][1920/3757] lr: 1.000e-03, eta: 2 days, 16:02:24, time: 1.899, data_time: 0.081, memory: 5166, top1_acc: 0.6391, top5_acc: 0.8570, loss_cls: 1.4046, loss: 1.4046, grad_norm: 8.5811 2020-08-04 02:10:46,235 - mmaction - INFO - Epoch [69][1940/3757] lr: 1.000e-03, eta: 2 days, 16:01:43, time: 1.885, data_time: 0.004, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8789, loss_cls: 1.2158, loss: 1.2158, grad_norm: 7.9457 2020-08-04 02:11:31,622 - mmaction - INFO - Epoch [69][1960/3757] lr: 1.000e-03, eta: 2 days, 16:01:12, time: 2.262, data_time: 0.095, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8688, loss_cls: 1.2683, loss: 1.2683, grad_norm: 7.8362 2020-08-04 02:12:11,201 - mmaction - INFO - Epoch [69][1980/3757] lr: 1.000e-03, eta: 2 days, 16:00:34, time: 1.977, data_time: 0.088, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.3886, loss: 1.3886, grad_norm: 8.2106 2020-08-04 02:12:46,855 - mmaction - INFO - Epoch [69][2000/3757] lr: 1.000e-03, eta: 2 days, 15:59:51, time: 1.792, data_time: 0.475, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8789, loss_cls: 1.2764, loss: 1.2764, grad_norm: 8.0457 2020-08-04 02:13:30,717 - mmaction - INFO - Epoch [69][2020/3757] lr: 1.000e-03, eta: 2 days, 15:59:18, time: 2.189, data_time: 0.399, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8750, loss_cls: 1.2747, loss: 1.2747, grad_norm: 8.0028 2020-08-04 02:14:03,856 - mmaction - INFO - Epoch [69][2040/3757] lr: 1.000e-03, eta: 2 days, 15:58:32, time: 1.662, data_time: 0.364, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8594, loss_cls: 1.3247, loss: 1.3247, grad_norm: 7.9523 2020-08-04 02:14:41,500 - mmaction - INFO - Epoch [69][2060/3757] lr: 1.000e-03, eta: 2 days, 15:57:51, time: 1.872, data_time: 1.192, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8570, loss_cls: 1.4375, loss: 1.4375, grad_norm: 8.3746 2020-08-04 02:15:22,254 - mmaction - INFO - Epoch [69][2080/3757] lr: 1.000e-03, eta: 2 days, 15:57:14, time: 2.040, data_time: 0.677, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8477, loss_cls: 1.3945, loss: 1.3945, grad_norm: 8.3940 2020-08-04 02:16:00,822 - mmaction - INFO - Epoch [69][2100/3757] lr: 1.000e-03, eta: 2 days, 15:56:35, time: 1.935, data_time: 0.018, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8695, loss_cls: 1.3220, loss: 1.3220, grad_norm: 8.0895 2020-08-04 02:16:39,978 - mmaction - INFO - Epoch [69][2120/3757] lr: 1.000e-03, eta: 2 days, 15:55:56, time: 1.957, data_time: 0.008, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8477, loss_cls: 1.4042, loss: 1.4042, grad_norm: 8.2569 2020-08-04 02:17:20,328 - mmaction - INFO - Epoch [69][2140/3757] lr: 1.000e-03, eta: 2 days, 15:55:19, time: 2.018, data_time: 0.065, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8602, loss_cls: 1.3319, loss: 1.3319, grad_norm: 8.0727 2020-08-04 02:18:00,020 - mmaction - INFO - Epoch [69][2160/3757] lr: 1.000e-03, eta: 2 days, 15:54:41, time: 1.982, data_time: 0.042, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3580, loss: 1.3580, grad_norm: 8.2068 2020-08-04 02:18:36,667 - mmaction - INFO - Epoch [69][2180/3757] lr: 1.000e-03, eta: 2 days, 15:53:59, time: 1.837, data_time: 0.009, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.2376, loss: 1.2376, grad_norm: 7.9046 2020-08-04 02:19:16,700 - mmaction - INFO - Epoch [69][2200/3757] lr: 1.000e-03, eta: 2 days, 15:53:21, time: 1.993, data_time: 0.471, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.3788, loss: 1.3788, grad_norm: 8.1967 2020-08-04 02:19:54,009 - mmaction - INFO - Epoch [69][2220/3757] lr: 1.000e-03, eta: 2 days, 15:52:40, time: 1.875, data_time: 0.444, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8711, loss_cls: 1.2650, loss: 1.2650, grad_norm: 7.9833 2020-08-04 02:20:32,422 - mmaction - INFO - Epoch [69][2240/3757] lr: 1.000e-03, eta: 2 days, 15:52:00, time: 1.917, data_time: 0.093, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.3851, loss: 1.3851, grad_norm: 8.4922 2020-08-04 02:21:12,517 - mmaction - INFO - Epoch [69][2260/3757] lr: 1.000e-03, eta: 2 days, 15:51:23, time: 2.009, data_time: 0.082, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3640, loss: 1.3640, grad_norm: 8.1452 2020-08-04 02:21:48,822 - mmaction - INFO - Epoch [69][2280/3757] lr: 1.000e-03, eta: 2 days, 15:50:40, time: 1.807, data_time: 0.012, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3479, loss: 1.3479, grad_norm: 8.1060 2020-08-04 02:22:28,416 - mmaction - INFO - Epoch [69][2300/3757] lr: 1.000e-03, eta: 2 days, 15:50:02, time: 1.985, data_time: 0.011, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8648, loss_cls: 1.3371, loss: 1.3371, grad_norm: 8.2139 2020-08-04 02:23:09,270 - mmaction - INFO - Epoch [69][2320/3757] lr: 1.000e-03, eta: 2 days, 15:49:26, time: 2.046, data_time: 0.007, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2167, loss: 1.2167, grad_norm: 7.6899 2020-08-04 02:23:45,883 - mmaction - INFO - Epoch [69][2340/3757] lr: 1.000e-03, eta: 2 days, 15:48:44, time: 1.823, data_time: 0.010, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8664, loss_cls: 1.2753, loss: 1.2753, grad_norm: 8.0333 2020-08-04 02:24:25,903 - mmaction - INFO - Epoch [69][2360/3757] lr: 1.000e-03, eta: 2 days, 15:48:06, time: 2.007, data_time: 0.063, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8648, loss_cls: 1.3147, loss: 1.3147, grad_norm: 8.0281 2020-08-04 02:25:04,915 - mmaction - INFO - Epoch [69][2380/3757] lr: 1.000e-03, eta: 2 days, 15:47:27, time: 1.949, data_time: 0.704, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2653, loss: 1.2653, grad_norm: 7.9616 2020-08-04 02:25:38,363 - mmaction - INFO - Epoch [69][2400/3757] lr: 1.000e-03, eta: 2 days, 15:46:42, time: 1.675, data_time: 0.005, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8602, loss_cls: 1.3292, loss: 1.3292, grad_norm: 8.2123 2020-08-04 02:26:16,337 - mmaction - INFO - Epoch [69][2420/3757] lr: 1.000e-03, eta: 2 days, 15:46:01, time: 1.898, data_time: 0.008, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.3538, loss: 1.3538, grad_norm: 8.2063 2020-08-04 02:26:56,587 - mmaction - INFO - Epoch [69][2440/3757] lr: 1.000e-03, eta: 2 days, 15:45:24, time: 2.004, data_time: 0.015, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8516, loss_cls: 1.3812, loss: 1.3812, grad_norm: 8.2109 2020-08-04 02:27:36,512 - mmaction - INFO - Epoch [69][2460/3757] lr: 1.000e-03, eta: 2 days, 15:44:46, time: 2.003, data_time: 0.011, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8727, loss_cls: 1.3146, loss: 1.3146, grad_norm: 8.0729 2020-08-04 02:28:13,957 - mmaction - INFO - Epoch [69][2480/3757] lr: 1.000e-03, eta: 2 days, 15:44:05, time: 1.874, data_time: 0.013, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8680, loss_cls: 1.4042, loss: 1.4042, grad_norm: 8.3900 2020-08-04 02:28:53,573 - mmaction - INFO - Epoch [69][2500/3757] lr: 1.000e-03, eta: 2 days, 15:43:27, time: 1.981, data_time: 0.002, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8539, loss_cls: 1.4225, loss: 1.4225, grad_norm: 8.6433 2020-08-04 02:29:32,943 - mmaction - INFO - Epoch [69][2520/3757] lr: 1.000e-03, eta: 2 days, 15:42:48, time: 1.960, data_time: 0.008, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8727, loss_cls: 1.3646, loss: 1.3646, grad_norm: 8.1454 2020-08-04 02:30:14,757 - mmaction - INFO - Epoch [69][2540/3757] lr: 1.000e-03, eta: 2 days, 15:42:13, time: 2.096, data_time: 0.031, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8469, loss_cls: 1.3850, loss: 1.3850, grad_norm: 8.2886 2020-08-04 02:30:52,444 - mmaction - INFO - Epoch [69][2560/3757] lr: 1.000e-03, eta: 2 days, 15:41:32, time: 1.885, data_time: 0.122, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8609, loss_cls: 1.3281, loss: 1.3281, grad_norm: 8.2787 2020-08-04 02:31:31,755 - mmaction - INFO - Epoch [69][2580/3757] lr: 1.000e-03, eta: 2 days, 15:40:54, time: 1.964, data_time: 0.282, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8555, loss_cls: 1.3652, loss: 1.3652, grad_norm: 8.1766 2020-08-04 02:32:10,433 - mmaction - INFO - Epoch [69][2600/3757] lr: 1.000e-03, eta: 2 days, 15:40:15, time: 1.934, data_time: 0.287, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8688, loss_cls: 1.2918, loss: 1.2918, grad_norm: 8.0875 2020-08-04 02:32:52,258 - mmaction - INFO - Epoch [69][2620/3757] lr: 1.000e-03, eta: 2 days, 15:39:39, time: 2.084, data_time: 0.177, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8453, loss_cls: 1.4097, loss: 1.4097, grad_norm: 8.2617 2020-08-04 02:33:30,593 - mmaction - INFO - Epoch [69][2640/3757] lr: 1.000e-03, eta: 2 days, 15:38:59, time: 1.925, data_time: 0.013, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8797, loss_cls: 1.2511, loss: 1.2511, grad_norm: 7.8712 2020-08-04 02:34:12,813 - mmaction - INFO - Epoch [69][2660/3757] lr: 1.000e-03, eta: 2 days, 15:38:24, time: 2.109, data_time: 0.005, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8586, loss_cls: 1.3352, loss: 1.3352, grad_norm: 8.2164 2020-08-04 02:34:52,208 - mmaction - INFO - Epoch [69][2680/3757] lr: 1.000e-03, eta: 2 days, 15:37:46, time: 1.973, data_time: 0.010, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8531, loss_cls: 1.3810, loss: 1.3810, grad_norm: 8.3669 2020-08-04 02:35:26,427 - mmaction - INFO - Epoch [69][2700/3757] lr: 1.000e-03, eta: 2 days, 15:37:01, time: 1.703, data_time: 0.027, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8680, loss_cls: 1.3405, loss: 1.3405, grad_norm: 8.1705 2020-08-04 02:36:08,582 - mmaction - INFO - Epoch [69][2720/3757] lr: 1.000e-03, eta: 2 days, 15:36:26, time: 2.113, data_time: 0.010, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.2843, loss: 1.2843, grad_norm: 7.9191 2020-08-04 02:36:44,291 - mmaction - INFO - Epoch [69][2740/3757] lr: 1.000e-03, eta: 2 days, 15:35:43, time: 1.786, data_time: 0.010, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3767, loss: 1.3767, grad_norm: 8.1543 2020-08-04 02:37:26,895 - mmaction - INFO - Epoch [69][2760/3757] lr: 1.000e-03, eta: 2 days, 15:35:08, time: 2.131, data_time: 0.009, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8664, loss_cls: 1.3021, loss: 1.3021, grad_norm: 7.9578 2020-08-04 02:38:03,727 - mmaction - INFO - Epoch [69][2780/3757] lr: 1.000e-03, eta: 2 days, 15:34:27, time: 1.840, data_time: 0.008, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8570, loss_cls: 1.3396, loss: 1.3396, grad_norm: 8.1757 2020-08-04 02:38:43,531 - mmaction - INFO - Epoch [69][2800/3757] lr: 1.000e-03, eta: 2 days, 15:33:49, time: 1.988, data_time: 0.004, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8680, loss_cls: 1.2844, loss: 1.2844, grad_norm: 8.1174 2020-08-04 02:39:23,790 - mmaction - INFO - Epoch [69][2820/3757] lr: 1.000e-03, eta: 2 days, 15:33:11, time: 2.014, data_time: 0.011, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3350, loss: 1.3350, grad_norm: 8.5248 2020-08-04 02:40:03,242 - mmaction - INFO - Epoch [69][2840/3757] lr: 1.000e-03, eta: 2 days, 15:32:33, time: 1.975, data_time: 0.008, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8680, loss_cls: 1.3168, loss: 1.3168, grad_norm: 8.2103 2020-08-04 02:40:39,510 - mmaction - INFO - Epoch [69][2860/3757] lr: 1.000e-03, eta: 2 days, 15:31:51, time: 1.814, data_time: 0.061, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8922, loss_cls: 1.1624, loss: 1.1624, grad_norm: 7.9362 2020-08-04 02:41:20,438 - mmaction - INFO - Epoch [69][2880/3757] lr: 1.000e-03, eta: 2 days, 15:31:14, time: 2.037, data_time: 0.510, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8648, loss_cls: 1.2835, loss: 1.2835, grad_norm: 7.9849 2020-08-04 02:42:01,748 - mmaction - INFO - Epoch [69][2900/3757] lr: 1.000e-03, eta: 2 days, 15:30:38, time: 2.067, data_time: 0.436, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.3965, loss: 1.3965, grad_norm: 8.2972 2020-08-04 02:42:37,699 - mmaction - INFO - Epoch [69][2920/3757] lr: 1.000e-03, eta: 2 days, 15:29:55, time: 1.804, data_time: 0.547, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8648, loss_cls: 1.2986, loss: 1.2986, grad_norm: 8.1213 2020-08-04 02:43:15,163 - mmaction - INFO - Epoch [69][2940/3757] lr: 1.000e-03, eta: 2 days, 15:29:15, time: 1.874, data_time: 0.542, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.3982, loss: 1.3982, grad_norm: 8.4585 2020-08-04 02:43:56,182 - mmaction - INFO - Epoch [69][2960/3757] lr: 1.000e-03, eta: 2 days, 15:28:38, time: 2.049, data_time: 0.002, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.2543, loss: 1.2543, grad_norm: 7.8329 2020-08-04 02:44:33,661 - mmaction - INFO - Epoch [69][2980/3757] lr: 1.000e-03, eta: 2 days, 15:27:57, time: 1.864, data_time: 0.010, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4093, loss: 1.4093, grad_norm: 8.3322 2020-08-04 02:45:13,827 - mmaction - INFO - Epoch [69][3000/3757] lr: 1.000e-03, eta: 2 days, 15:27:20, time: 2.014, data_time: 0.015, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8594, loss_cls: 1.3346, loss: 1.3346, grad_norm: 8.0296 2020-08-04 02:45:50,868 - mmaction - INFO - Epoch [69][3020/3757] lr: 1.000e-03, eta: 2 days, 15:26:39, time: 1.857, data_time: 0.020, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2580, loss: 1.2580, grad_norm: 7.8025 2020-08-04 02:46:27,485 - mmaction - INFO - Epoch [69][3040/3757] lr: 1.000e-03, eta: 2 days, 15:25:57, time: 1.827, data_time: 0.007, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8711, loss_cls: 1.3226, loss: 1.3226, grad_norm: 8.2247 2020-08-04 02:47:11,179 - mmaction - INFO - Epoch [69][3060/3757] lr: 1.000e-03, eta: 2 days, 15:25:23, time: 2.186, data_time: 0.009, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8523, loss_cls: 1.3496, loss: 1.3496, grad_norm: 8.0915 2020-08-04 02:47:51,381 - mmaction - INFO - Epoch [69][3080/3757] lr: 1.000e-03, eta: 2 days, 15:24:46, time: 2.010, data_time: 0.012, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8617, loss_cls: 1.3411, loss: 1.3411, grad_norm: 8.0744 2020-08-04 02:48:30,275 - mmaction - INFO - Epoch [69][3100/3757] lr: 1.000e-03, eta: 2 days, 15:24:07, time: 1.947, data_time: 0.009, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8766, loss_cls: 1.2935, loss: 1.2935, grad_norm: 8.2206 2020-08-04 02:49:05,531 - mmaction - INFO - Epoch [69][3120/3757] lr: 1.000e-03, eta: 2 days, 15:23:23, time: 1.760, data_time: 0.148, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3328, loss: 1.3328, grad_norm: 8.3529 2020-08-04 02:49:45,539 - mmaction - INFO - Epoch [69][3140/3757] lr: 1.000e-03, eta: 2 days, 15:22:46, time: 2.003, data_time: 0.017, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8523, loss_cls: 1.4068, loss: 1.4068, grad_norm: 8.3750 2020-08-04 02:50:24,003 - mmaction - INFO - Epoch [69][3160/3757] lr: 1.000e-03, eta: 2 days, 15:22:06, time: 1.918, data_time: 0.009, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8648, loss_cls: 1.3664, loss: 1.3664, grad_norm: 8.3455 2020-08-04 02:51:02,490 - mmaction - INFO - Epoch [69][3180/3757] lr: 1.000e-03, eta: 2 days, 15:21:27, time: 1.930, data_time: 0.010, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8648, loss_cls: 1.3570, loss: 1.3570, grad_norm: 8.3345 2020-08-04 02:51:41,585 - mmaction - INFO - Epoch [69][3200/3757] lr: 1.000e-03, eta: 2 days, 15:20:48, time: 1.948, data_time: 0.007, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8609, loss_cls: 1.4102, loss: 1.4102, grad_norm: 8.4630 2020-08-04 02:52:18,737 - mmaction - INFO - Epoch [69][3220/3757] lr: 1.000e-03, eta: 2 days, 15:20:07, time: 1.864, data_time: 0.009, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8617, loss_cls: 1.3274, loss: 1.3274, grad_norm: 7.9719 2020-08-04 02:52:59,713 - mmaction - INFO - Epoch [69][3240/3757] lr: 1.000e-03, eta: 2 days, 15:19:30, time: 2.041, data_time: 0.074, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8734, loss_cls: 1.2750, loss: 1.2750, grad_norm: 8.0827 2020-08-04 02:53:37,799 - mmaction - INFO - Epoch [69][3260/3757] lr: 1.000e-03, eta: 2 days, 15:18:50, time: 1.902, data_time: 0.023, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8578, loss_cls: 1.3632, loss: 1.3632, grad_norm: 8.0986 2020-08-04 02:54:20,954 - mmaction - INFO - Epoch [69][3280/3757] lr: 1.000e-03, eta: 2 days, 15:18:16, time: 2.166, data_time: 0.087, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.3323, loss: 1.3323, grad_norm: 8.1778 2020-08-04 02:54:55,929 - mmaction - INFO - Epoch [69][3300/3757] lr: 1.000e-03, eta: 2 days, 15:17:32, time: 1.751, data_time: 0.024, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2008, loss: 1.2008, grad_norm: 7.5134 2020-08-04 02:55:32,368 - mmaction - INFO - Epoch [69][3320/3757] lr: 1.000e-03, eta: 2 days, 15:16:50, time: 1.814, data_time: 0.381, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3182, loss: 1.3182, grad_norm: 7.8688 2020-08-04 02:56:13,482 - mmaction - INFO - Epoch [69][3340/3757] lr: 1.000e-03, eta: 2 days, 15:16:14, time: 2.063, data_time: 0.405, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8750, loss_cls: 1.3098, loss: 1.3098, grad_norm: 7.9316 2020-08-04 02:56:54,006 - mmaction - INFO - Epoch [69][3360/3757] lr: 1.000e-03, eta: 2 days, 15:15:36, time: 2.018, data_time: 0.243, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8516, loss_cls: 1.3920, loss: 1.3920, grad_norm: 7.9361 2020-08-04 02:57:32,033 - mmaction - INFO - Epoch [69][3380/3757] lr: 1.000e-03, eta: 2 days, 15:14:56, time: 1.908, data_time: 0.117, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8656, loss_cls: 1.3431, loss: 1.3431, grad_norm: 7.9529 2020-08-04 02:58:10,853 - mmaction - INFO - Epoch [69][3400/3757] lr: 1.000e-03, eta: 2 days, 15:14:17, time: 1.936, data_time: 0.010, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8555, loss_cls: 1.3400, loss: 1.3400, grad_norm: 8.0427 2020-08-04 02:58:51,118 - mmaction - INFO - Epoch [69][3420/3757] lr: 1.000e-03, eta: 2 days, 15:13:40, time: 2.020, data_time: 0.043, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8656, loss_cls: 1.3221, loss: 1.3221, grad_norm: 8.0866 2020-08-04 02:59:30,920 - mmaction - INFO - Epoch [69][3440/3757] lr: 1.000e-03, eta: 2 days, 15:13:02, time: 1.981, data_time: 0.007, memory: 5166, top1_acc: 0.6484, top5_acc: 0.8523, loss_cls: 1.4240, loss: 1.4240, grad_norm: 8.1791 2020-08-04 03:00:12,636 - mmaction - INFO - Epoch [69][3460/3757] lr: 1.000e-03, eta: 2 days, 15:12:26, time: 2.084, data_time: 0.011, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8641, loss_cls: 1.3713, loss: 1.3713, grad_norm: 8.1125 2020-08-04 03:00:46,578 - mmaction - INFO - Epoch [69][3480/3757] lr: 1.000e-03, eta: 2 days, 15:11:41, time: 1.707, data_time: 0.219, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8680, loss_cls: 1.3128, loss: 1.3128, grad_norm: 7.9478 2020-08-04 03:01:27,857 - mmaction - INFO - Epoch [69][3500/3757] lr: 1.000e-03, eta: 2 days, 15:11:05, time: 2.058, data_time: 0.553, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8656, loss_cls: 1.3531, loss: 1.3531, grad_norm: 8.1969 2020-08-04 03:02:07,113 - mmaction - INFO - Epoch [69][3520/3757] lr: 1.000e-03, eta: 2 days, 15:10:26, time: 1.969, data_time: 0.010, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8586, loss_cls: 1.3275, loss: 1.3275, grad_norm: 7.9183 2020-08-04 03:02:47,729 - mmaction - INFO - Epoch [69][3540/3757] lr: 1.000e-03, eta: 2 days, 15:09:49, time: 2.030, data_time: 0.040, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8719, loss_cls: 1.3137, loss: 1.3137, grad_norm: 8.1512 2020-08-04 03:03:26,007 - mmaction - INFO - Epoch [69][3560/3757] lr: 1.000e-03, eta: 2 days, 15:09:10, time: 1.914, data_time: 0.005, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.4406, loss: 1.4406, grad_norm: 8.0301 2020-08-04 03:04:01,763 - mmaction - INFO - Epoch [69][3580/3757] lr: 1.000e-03, eta: 2 days, 15:08:27, time: 1.789, data_time: 0.025, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8672, loss_cls: 1.2715, loss: 1.2715, grad_norm: 7.9132 2020-08-04 03:04:45,221 - mmaction - INFO - Epoch [69][3600/3757] lr: 1.000e-03, eta: 2 days, 15:07:53, time: 2.166, data_time: 0.008, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8648, loss_cls: 1.3429, loss: 1.3429, grad_norm: 8.1544 2020-08-04 03:05:23,281 - mmaction - INFO - Epoch [69][3620/3757] lr: 1.000e-03, eta: 2 days, 15:07:13, time: 1.905, data_time: 0.010, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.2888, loss: 1.2888, grad_norm: 8.0307 2020-08-04 03:06:01,210 - mmaction - INFO - Epoch [69][3640/3757] lr: 1.000e-03, eta: 2 days, 15:06:33, time: 1.901, data_time: 0.013, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8641, loss_cls: 1.3056, loss: 1.3056, grad_norm: 8.0273 2020-08-04 03:06:41,017 - mmaction - INFO - Epoch [69][3660/3757] lr: 1.000e-03, eta: 2 days, 15:05:55, time: 1.991, data_time: 0.003, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8711, loss_cls: 1.3298, loss: 1.3298, grad_norm: 8.2606 2020-08-04 03:07:21,524 - mmaction - INFO - Epoch [69][3680/3757] lr: 1.000e-03, eta: 2 days, 15:05:18, time: 2.021, data_time: 0.007, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8695, loss_cls: 1.2816, loss: 1.2816, grad_norm: 7.7921 2020-08-04 03:07:57,605 - mmaction - INFO - Epoch [69][3700/3757] lr: 1.000e-03, eta: 2 days, 15:04:35, time: 1.808, data_time: 0.029, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.3288, loss: 1.3288, grad_norm: 8.1988 2020-08-04 03:08:31,732 - mmaction - INFO - Epoch [69][3720/3757] lr: 1.000e-03, eta: 2 days, 15:03:50, time: 1.699, data_time: 0.489, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8648, loss_cls: 1.3456, loss: 1.3456, grad_norm: 7.9799 2020-08-04 03:09:11,407 - mmaction - INFO - Epoch [69][3740/3757] lr: 1.000e-03, eta: 2 days, 15:03:12, time: 1.984, data_time: 0.316, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3828, loss: 1.3828, grad_norm: 8.3818 2020-08-04 03:09:39,265 - mmaction - INFO - Saving checkpoint at 69 epochs 2020-08-04 03:10:34,620 - mmaction - INFO - Epoch [70][20/3757] lr: 1.000e-03, eta: 2 days, 15:01:38, time: 2.667, data_time: 1.515, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8711, loss_cls: 1.2891, loss: 1.2891, grad_norm: 7.7347 2020-08-04 03:11:13,814 - mmaction - INFO - Epoch [70][40/3757] lr: 1.000e-03, eta: 2 days, 15:00:59, time: 1.964, data_time: 0.981, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8602, loss_cls: 1.3810, loss: 1.3810, grad_norm: 8.5306 2020-08-04 03:11:56,504 - mmaction - INFO - Epoch [70][60/3757] lr: 1.000e-03, eta: 2 days, 15:00:25, time: 2.136, data_time: 0.921, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8594, loss_cls: 1.2882, loss: 1.2882, grad_norm: 7.8778 2020-08-04 03:12:34,645 - mmaction - INFO - Epoch [70][80/3757] lr: 1.000e-03, eta: 2 days, 14:59:45, time: 1.906, data_time: 0.438, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8578, loss_cls: 1.3577, loss: 1.3577, grad_norm: 8.0322 2020-08-04 03:13:14,090 - mmaction - INFO - Epoch [70][100/3757] lr: 1.000e-03, eta: 2 days, 14:59:06, time: 1.966, data_time: 0.010, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8562, loss_cls: 1.3935, loss: 1.3935, grad_norm: 8.0565 2020-08-04 03:13:54,585 - mmaction - INFO - Epoch [70][120/3757] lr: 1.000e-03, eta: 2 days, 14:58:29, time: 2.030, data_time: 0.064, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8633, loss_cls: 1.3357, loss: 1.3357, grad_norm: 8.1472 2020-08-04 03:14:33,622 - mmaction - INFO - Epoch [70][140/3757] lr: 1.000e-03, eta: 2 days, 14:57:50, time: 1.947, data_time: 0.557, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8609, loss_cls: 1.3351, loss: 1.3351, grad_norm: 8.0665 2020-08-04 03:15:13,023 - mmaction - INFO - Epoch [70][160/3757] lr: 1.000e-03, eta: 2 days, 14:57:12, time: 1.976, data_time: 0.045, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2507, loss: 1.2507, grad_norm: 7.8712 2020-08-04 03:15:51,296 - mmaction - INFO - Epoch [70][180/3757] lr: 1.000e-03, eta: 2 days, 14:56:32, time: 1.914, data_time: 0.004, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8711, loss_cls: 1.2735, loss: 1.2735, grad_norm: 7.9046 2020-08-04 03:16:36,307 - mmaction - INFO - Epoch [70][200/3757] lr: 1.000e-03, eta: 2 days, 14:56:00, time: 2.243, data_time: 0.009, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8531, loss_cls: 1.3318, loss: 1.3318, grad_norm: 7.9764 2020-08-04 03:17:13,542 - mmaction - INFO - Epoch [70][220/3757] lr: 1.000e-03, eta: 2 days, 14:55:19, time: 1.869, data_time: 0.063, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8633, loss_cls: 1.3762, loss: 1.3762, grad_norm: 8.1991 2020-08-04 03:17:53,628 - mmaction - INFO - Epoch [70][240/3757] lr: 1.000e-03, eta: 2 days, 14:54:41, time: 1.997, data_time: 0.832, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8766, loss_cls: 1.2905, loss: 1.2905, grad_norm: 7.8235 2020-08-04 03:18:33,917 - mmaction - INFO - Epoch [70][260/3757] lr: 1.000e-03, eta: 2 days, 14:54:04, time: 2.022, data_time: 0.901, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.2544, loss: 1.2544, grad_norm: 7.9390 2020-08-04 03:19:11,979 - mmaction - INFO - Epoch [70][280/3757] lr: 1.000e-03, eta: 2 days, 14:53:24, time: 1.901, data_time: 0.526, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8758, loss_cls: 1.2562, loss: 1.2562, grad_norm: 8.0441 2020-08-04 03:19:53,535 - mmaction - INFO - Epoch [70][300/3757] lr: 1.000e-03, eta: 2 days, 14:52:48, time: 2.079, data_time: 0.110, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8578, loss_cls: 1.3437, loss: 1.3437, grad_norm: 8.0923 2020-08-04 03:20:27,917 - mmaction - INFO - Epoch [70][320/3757] lr: 1.000e-03, eta: 2 days, 14:52:04, time: 1.719, data_time: 0.178, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3522, loss: 1.3522, grad_norm: 8.2228 2020-08-04 03:21:08,243 - mmaction - INFO - Epoch [70][340/3757] lr: 1.000e-03, eta: 2 days, 14:51:26, time: 2.009, data_time: 0.008, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.2928, loss: 1.2928, grad_norm: 8.1575 2020-08-04 03:21:47,559 - mmaction - INFO - Epoch [70][360/3757] lr: 1.000e-03, eta: 2 days, 14:50:48, time: 1.974, data_time: 0.011, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8461, loss_cls: 1.3849, loss: 1.3849, grad_norm: 8.2597 2020-08-04 03:22:27,659 - mmaction - INFO - Epoch [70][380/3757] lr: 1.000e-03, eta: 2 days, 14:50:10, time: 2.004, data_time: 0.002, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2965, loss: 1.2965, grad_norm: 7.9334 2020-08-04 03:23:04,545 - mmaction - INFO - Epoch [70][400/3757] lr: 1.000e-03, eta: 2 days, 14:49:29, time: 1.845, data_time: 0.004, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8516, loss_cls: 1.3567, loss: 1.3567, grad_norm: 7.9872 2020-08-04 03:23:41,777 - mmaction - INFO - Epoch [70][420/3757] lr: 1.000e-03, eta: 2 days, 14:48:48, time: 1.857, data_time: 0.007, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8656, loss_cls: 1.3908, loss: 1.3908, grad_norm: 8.4112 2020-08-04 03:24:21,978 - mmaction - INFO - Epoch [70][440/3757] lr: 1.000e-03, eta: 2 days, 14:48:10, time: 2.014, data_time: 0.009, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8555, loss_cls: 1.3822, loss: 1.3822, grad_norm: 8.2524 2020-08-04 03:25:00,733 - mmaction - INFO - Epoch [70][460/3757] lr: 1.000e-03, eta: 2 days, 14:47:31, time: 1.938, data_time: 0.008, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8562, loss_cls: 1.3171, loss: 1.3171, grad_norm: 8.1684 2020-08-04 03:25:37,970 - mmaction - INFO - Epoch [70][480/3757] lr: 1.000e-03, eta: 2 days, 14:46:50, time: 1.861, data_time: 0.081, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8688, loss_cls: 1.2413, loss: 1.2413, grad_norm: 8.1249 2020-08-04 03:26:18,885 - mmaction - INFO - Epoch [70][500/3757] lr: 1.000e-03, eta: 2 days, 14:46:13, time: 2.041, data_time: 0.009, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8758, loss_cls: 1.2526, loss: 1.2526, grad_norm: 8.0136 2020-08-04 03:26:58,656 - mmaction - INFO - Epoch [70][520/3757] lr: 1.000e-03, eta: 2 days, 14:45:35, time: 1.986, data_time: 0.055, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8438, loss_cls: 1.4261, loss: 1.4261, grad_norm: 8.4061 2020-08-04 03:27:36,760 - mmaction - INFO - Epoch [70][540/3757] lr: 1.000e-03, eta: 2 days, 14:44:55, time: 1.910, data_time: 0.280, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8477, loss_cls: 1.3938, loss: 1.3938, grad_norm: 8.3421 2020-08-04 03:28:14,626 - mmaction - INFO - Epoch [70][560/3757] lr: 1.000e-03, eta: 2 days, 14:44:15, time: 1.896, data_time: 0.260, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8539, loss_cls: 1.3462, loss: 1.3462, grad_norm: 8.2036 2020-08-04 03:28:54,568 - mmaction - INFO - Epoch [70][580/3757] lr: 1.000e-03, eta: 2 days, 14:43:37, time: 1.997, data_time: 0.276, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8469, loss_cls: 1.3640, loss: 1.3640, grad_norm: 8.0082 2020-08-04 03:29:36,994 - mmaction - INFO - Epoch [70][600/3757] lr: 1.000e-03, eta: 2 days, 14:43:02, time: 2.112, data_time: 0.008, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8648, loss_cls: 1.3129, loss: 1.3129, grad_norm: 8.2336 2020-08-04 03:30:17,085 - mmaction - INFO - Epoch [70][620/3757] lr: 1.000e-03, eta: 2 days, 14:42:24, time: 2.008, data_time: 0.011, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8695, loss_cls: 1.3434, loss: 1.3434, grad_norm: 8.1079 2020-08-04 03:30:52,050 - mmaction - INFO - Epoch [70][640/3757] lr: 1.000e-03, eta: 2 days, 14:41:41, time: 1.752, data_time: 0.010, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3260, loss: 1.3260, grad_norm: 8.1569 2020-08-04 03:31:31,163 - mmaction - INFO - Epoch [70][660/3757] lr: 1.000e-03, eta: 2 days, 14:41:02, time: 1.953, data_time: 0.009, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2889, loss: 1.2889, grad_norm: 8.0514 2020-08-04 03:32:12,932 - mmaction - INFO - Epoch [70][680/3757] lr: 1.000e-03, eta: 2 days, 14:40:26, time: 2.093, data_time: 0.009, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.3041, loss: 1.3041, grad_norm: 8.0647 2020-08-04 03:32:53,262 - mmaction - INFO - Epoch [70][700/3757] lr: 1.000e-03, eta: 2 days, 14:39:49, time: 2.012, data_time: 0.002, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8648, loss_cls: 1.3080, loss: 1.3080, grad_norm: 8.0196 2020-08-04 03:33:29,271 - mmaction - INFO - Epoch [70][720/3757] lr: 1.000e-03, eta: 2 days, 14:39:07, time: 1.805, data_time: 0.009, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8703, loss_cls: 1.3393, loss: 1.3393, grad_norm: 8.1652 2020-08-04 03:34:10,843 - mmaction - INFO - Epoch [70][740/3757] lr: 1.000e-03, eta: 2 days, 14:38:30, time: 2.074, data_time: 0.008, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8711, loss_cls: 1.2998, loss: 1.2998, grad_norm: 8.1634 2020-08-04 03:34:49,075 - mmaction - INFO - Epoch [70][760/3757] lr: 1.000e-03, eta: 2 days, 14:37:51, time: 1.908, data_time: 0.248, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2634, loss: 1.2634, grad_norm: 8.1140 2020-08-04 03:35:26,419 - mmaction - INFO - Epoch [70][780/3757] lr: 1.000e-03, eta: 2 days, 14:37:10, time: 1.871, data_time: 0.010, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8758, loss_cls: 1.2734, loss: 1.2734, grad_norm: 8.1299 2020-08-04 03:36:05,817 - mmaction - INFO - Epoch [70][800/3757] lr: 1.000e-03, eta: 2 days, 14:36:31, time: 1.974, data_time: 0.054, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8688, loss_cls: 1.2836, loss: 1.2836, grad_norm: 8.1649 2020-08-04 03:36:45,215 - mmaction - INFO - Epoch [70][820/3757] lr: 1.000e-03, eta: 2 days, 14:35:53, time: 1.965, data_time: 0.137, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8664, loss_cls: 1.2929, loss: 1.2929, grad_norm: 7.9454 2020-08-04 03:37:25,360 - mmaction - INFO - Epoch [70][840/3757] lr: 1.000e-03, eta: 2 days, 14:35:15, time: 2.013, data_time: 0.078, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8656, loss_cls: 1.3165, loss: 1.3165, grad_norm: 8.4680 2020-08-04 03:38:07,092 - mmaction - INFO - Epoch [70][860/3757] lr: 1.000e-03, eta: 2 days, 14:34:40, time: 2.084, data_time: 1.062, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8680, loss_cls: 1.3026, loss: 1.3026, grad_norm: 8.1712 2020-08-04 03:38:45,958 - mmaction - INFO - Epoch [70][880/3757] lr: 1.000e-03, eta: 2 days, 14:34:00, time: 1.944, data_time: 0.113, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2845, loss: 1.2845, grad_norm: 7.8921 2020-08-04 03:39:25,897 - mmaction - INFO - Epoch [70][900/3757] lr: 1.000e-03, eta: 2 days, 14:33:22, time: 1.987, data_time: 0.009, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8648, loss_cls: 1.3143, loss: 1.3143, grad_norm: 8.2098 2020-08-04 03:40:01,288 - mmaction - INFO - Epoch [70][920/3757] lr: 1.000e-03, eta: 2 days, 14:32:39, time: 1.781, data_time: 0.015, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8602, loss_cls: 1.3218, loss: 1.3218, grad_norm: 8.1957 2020-08-04 03:40:40,356 - mmaction - INFO - Epoch [70][940/3757] lr: 1.000e-03, eta: 2 days, 14:32:00, time: 1.947, data_time: 0.008, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2866, loss: 1.2866, grad_norm: 7.8841 2020-08-04 03:41:21,066 - mmaction - INFO - Epoch [70][960/3757] lr: 1.000e-03, eta: 2 days, 14:31:24, time: 2.041, data_time: 0.012, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8703, loss_cls: 1.2775, loss: 1.2775, grad_norm: 7.8269 2020-08-04 03:41:57,738 - mmaction - INFO - Epoch [70][980/3757] lr: 1.000e-03, eta: 2 days, 14:30:42, time: 1.834, data_time: 0.009, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8586, loss_cls: 1.3610, loss: 1.3610, grad_norm: 8.0370 2020-08-04 03:42:37,904 - mmaction - INFO - Epoch [70][1000/3757] lr: 1.000e-03, eta: 2 days, 14:30:04, time: 2.002, data_time: 0.011, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8734, loss_cls: 1.3161, loss: 1.3161, grad_norm: 8.2148 2020-08-04 03:43:16,490 - mmaction - INFO - Epoch [70][1020/3757] lr: 1.000e-03, eta: 2 days, 14:29:25, time: 1.934, data_time: 0.010, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8555, loss_cls: 1.3501, loss: 1.3501, grad_norm: 8.1269 2020-08-04 03:43:55,905 - mmaction - INFO - Epoch [70][1040/3757] lr: 1.000e-03, eta: 2 days, 14:28:46, time: 1.965, data_time: 0.012, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2639, loss: 1.2639, grad_norm: 7.9874 2020-08-04 03:44:33,877 - mmaction - INFO - Epoch [70][1060/3757] lr: 1.000e-03, eta: 2 days, 14:28:06, time: 1.900, data_time: 0.011, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3319, loss: 1.3319, grad_norm: 8.2047 2020-08-04 03:45:13,678 - mmaction - INFO - Epoch [70][1080/3757] lr: 1.000e-03, eta: 2 days, 14:27:28, time: 1.992, data_time: 0.011, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8523, loss_cls: 1.3872, loss: 1.3872, grad_norm: 8.3198 2020-08-04 03:45:53,047 - mmaction - INFO - Epoch [70][1100/3757] lr: 1.000e-03, eta: 2 days, 14:26:50, time: 1.972, data_time: 0.008, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3895, loss: 1.3895, grad_norm: 8.1822 2020-08-04 03:46:30,358 - mmaction - INFO - Epoch [70][1120/3757] lr: 1.000e-03, eta: 2 days, 14:26:09, time: 1.866, data_time: 0.115, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8641, loss_cls: 1.3180, loss: 1.3180, grad_norm: 8.1897 2020-08-04 03:47:13,552 - mmaction - INFO - Epoch [70][1140/3757] lr: 1.000e-03, eta: 2 days, 14:25:35, time: 2.155, data_time: 0.231, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8516, loss_cls: 1.3907, loss: 1.3907, grad_norm: 8.1778 2020-08-04 03:47:46,048 - mmaction - INFO - Epoch [70][1160/3757] lr: 1.000e-03, eta: 2 days, 14:24:48, time: 1.622, data_time: 0.051, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8625, loss_cls: 1.3202, loss: 1.3202, grad_norm: 7.9736 2020-08-04 03:48:25,570 - mmaction - INFO - Epoch [70][1180/3757] lr: 1.000e-03, eta: 2 days, 14:24:10, time: 1.981, data_time: 0.012, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8586, loss_cls: 1.3713, loss: 1.3713, grad_norm: 8.3950 2020-08-04 03:49:05,012 - mmaction - INFO - Epoch [70][1200/3757] lr: 1.000e-03, eta: 2 days, 14:23:32, time: 1.974, data_time: 0.024, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8609, loss_cls: 1.2917, loss: 1.2917, grad_norm: 7.7478 2020-08-04 03:49:45,344 - mmaction - INFO - Epoch [70][1220/3757] lr: 1.000e-03, eta: 2 days, 14:22:54, time: 2.009, data_time: 0.008, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8758, loss_cls: 1.2300, loss: 1.2300, grad_norm: 7.5746 2020-08-04 03:50:23,690 - mmaction - INFO - Epoch [70][1240/3757] lr: 1.000e-03, eta: 2 days, 14:22:14, time: 1.918, data_time: 0.011, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8633, loss_cls: 1.2852, loss: 1.2852, grad_norm: 7.9244 2020-08-04 03:51:03,655 - mmaction - INFO - Epoch [70][1260/3757] lr: 1.000e-03, eta: 2 days, 14:21:37, time: 2.005, data_time: 0.010, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8500, loss_cls: 1.4055, loss: 1.4055, grad_norm: 8.1697 2020-08-04 03:51:42,933 - mmaction - INFO - Epoch [70][1280/3757] lr: 1.000e-03, eta: 2 days, 14:20:58, time: 1.963, data_time: 0.003, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8734, loss_cls: 1.2563, loss: 1.2563, grad_norm: 7.9112 2020-08-04 03:52:20,792 - mmaction - INFO - Epoch [70][1300/3757] lr: 1.000e-03, eta: 2 days, 14:20:18, time: 1.892, data_time: 0.004, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3641, loss: 1.3641, grad_norm: 8.2330 2020-08-04 03:53:00,658 - mmaction - INFO - Epoch [70][1320/3757] lr: 1.000e-03, eta: 2 days, 14:19:40, time: 1.993, data_time: 0.009, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.3601, loss: 1.3601, grad_norm: 8.0589 2020-08-04 03:53:40,405 - mmaction - INFO - Epoch [70][1340/3757] lr: 1.000e-03, eta: 2 days, 14:19:02, time: 1.990, data_time: 0.008, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.3312, loss: 1.3312, grad_norm: 8.2786 2020-08-04 03:54:15,308 - mmaction - INFO - Epoch [70][1360/3757] lr: 1.000e-03, eta: 2 days, 14:18:18, time: 1.745, data_time: 0.016, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8820, loss_cls: 1.2445, loss: 1.2445, grad_norm: 8.3095 2020-08-04 03:55:00,442 - mmaction - INFO - Epoch [70][1380/3757] lr: 1.000e-03, eta: 2 days, 14:17:46, time: 2.249, data_time: 0.046, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8641, loss_cls: 1.2948, loss: 1.2948, grad_norm: 7.9767 2020-08-04 03:55:37,739 - mmaction - INFO - Epoch [70][1400/3757] lr: 1.000e-03, eta: 2 days, 14:17:05, time: 1.871, data_time: 0.016, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8555, loss_cls: 1.3184, loss: 1.3184, grad_norm: 8.0961 2020-08-04 03:56:14,909 - mmaction - INFO - Epoch [70][1420/3757] lr: 1.000e-03, eta: 2 days, 14:16:24, time: 1.859, data_time: 0.049, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2936, loss: 1.2936, grad_norm: 8.1635 2020-08-04 03:56:53,392 - mmaction - INFO - Epoch [70][1440/3757] lr: 1.000e-03, eta: 2 days, 14:15:45, time: 1.924, data_time: 0.011, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8562, loss_cls: 1.3368, loss: 1.3368, grad_norm: 8.2245 2020-08-04 03:57:36,069 - mmaction - INFO - Epoch [70][1460/3757] lr: 1.000e-03, eta: 2 days, 14:15:10, time: 2.135, data_time: 0.062, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8859, loss_cls: 1.2006, loss: 1.2006, grad_norm: 7.7555 2020-08-04 03:58:12,520 - mmaction - INFO - Epoch [70][1480/3757] lr: 1.000e-03, eta: 2 days, 14:14:28, time: 1.815, data_time: 0.002, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8672, loss_cls: 1.3055, loss: 1.3055, grad_norm: 7.9993 2020-08-04 03:58:51,245 - mmaction - INFO - Epoch [70][1500/3757] lr: 1.000e-03, eta: 2 days, 14:13:49, time: 1.942, data_time: 0.104, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.2470, loss: 1.2470, grad_norm: 7.8435 2020-08-04 03:59:29,780 - mmaction - INFO - Epoch [70][1520/3757] lr: 1.000e-03, eta: 2 days, 14:13:09, time: 1.928, data_time: 0.024, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.3026, loss: 1.3026, grad_norm: 8.1425 2020-08-04 04:00:09,871 - mmaction - INFO - Epoch [70][1540/3757] lr: 1.000e-03, eta: 2 days, 14:12:31, time: 1.990, data_time: 0.153, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3340, loss: 1.3340, grad_norm: 8.4936 2020-08-04 04:00:47,282 - mmaction - INFO - Epoch [70][1560/3757] lr: 1.000e-03, eta: 2 days, 14:11:51, time: 1.882, data_time: 0.402, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8742, loss_cls: 1.2734, loss: 1.2734, grad_norm: 7.9050 2020-08-04 04:01:24,323 - mmaction - INFO - Epoch [70][1580/3757] lr: 1.000e-03, eta: 2 days, 14:11:10, time: 1.855, data_time: 0.802, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.2820, loss: 1.2820, grad_norm: 8.1900 2020-08-04 04:02:04,046 - mmaction - INFO - Epoch [70][1600/3757] lr: 1.000e-03, eta: 2 days, 14:10:31, time: 1.977, data_time: 1.317, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8766, loss_cls: 1.2547, loss: 1.2547, grad_norm: 8.2783 2020-08-04 04:02:44,740 - mmaction - INFO - Epoch [70][1620/3757] lr: 1.000e-03, eta: 2 days, 14:09:55, time: 2.035, data_time: 0.806, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8695, loss_cls: 1.2790, loss: 1.2790, grad_norm: 8.1197 2020-08-04 04:03:21,485 - mmaction - INFO - Epoch [70][1640/3757] lr: 1.000e-03, eta: 2 days, 14:09:13, time: 1.845, data_time: 0.093, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.4192, loss: 1.4192, grad_norm: 8.4806 2020-08-04 04:04:02,104 - mmaction - INFO - Epoch [70][1660/3757] lr: 1.000e-03, eta: 2 days, 14:08:36, time: 2.029, data_time: 0.014, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8680, loss_cls: 1.2482, loss: 1.2482, grad_norm: 7.8854 2020-08-04 04:04:39,812 - mmaction - INFO - Epoch [70][1680/3757] lr: 1.000e-03, eta: 2 days, 14:07:56, time: 1.888, data_time: 0.008, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8648, loss_cls: 1.3807, loss: 1.3807, grad_norm: 8.3733 2020-08-04 04:05:18,516 - mmaction - INFO - Epoch [70][1700/3757] lr: 1.000e-03, eta: 2 days, 14:07:16, time: 1.930, data_time: 0.008, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8625, loss_cls: 1.3213, loss: 1.3213, grad_norm: 8.1963 2020-08-04 04:05:56,800 - mmaction - INFO - Epoch [70][1720/3757] lr: 1.000e-03, eta: 2 days, 14:06:37, time: 1.919, data_time: 0.012, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3175, loss: 1.3175, grad_norm: 8.0997 2020-08-04 04:06:32,645 - mmaction - INFO - Epoch [70][1740/3757] lr: 1.000e-03, eta: 2 days, 14:05:54, time: 1.785, data_time: 0.172, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.2984, loss: 1.2984, grad_norm: 7.9609 2020-08-04 04:07:11,638 - mmaction - INFO - Epoch [70][1760/3757] lr: 1.000e-03, eta: 2 days, 14:05:15, time: 1.956, data_time: 0.985, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8594, loss_cls: 1.3795, loss: 1.3795, grad_norm: 8.2360 2020-08-04 04:07:51,690 - mmaction - INFO - Epoch [70][1780/3757] lr: 1.000e-03, eta: 2 days, 14:04:37, time: 1.996, data_time: 0.568, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8680, loss_cls: 1.3311, loss: 1.3311, grad_norm: 8.3954 2020-08-04 04:08:30,200 - mmaction - INFO - Epoch [70][1800/3757] lr: 1.000e-03, eta: 2 days, 14:03:58, time: 1.927, data_time: 0.158, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8633, loss_cls: 1.3108, loss: 1.3108, grad_norm: 8.0940 2020-08-04 04:09:11,054 - mmaction - INFO - Epoch [70][1820/3757] lr: 1.000e-03, eta: 2 days, 14:03:21, time: 2.049, data_time: 0.009, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8844, loss_cls: 1.2327, loss: 1.2327, grad_norm: 8.0076 2020-08-04 04:09:48,865 - mmaction - INFO - Epoch [70][1840/3757] lr: 1.000e-03, eta: 2 days, 14:02:41, time: 1.883, data_time: 0.008, memory: 5166, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.4873, loss: 1.4873, grad_norm: 8.6263 2020-08-04 04:10:30,356 - mmaction - INFO - Epoch [70][1860/3757] lr: 1.000e-03, eta: 2 days, 14:02:05, time: 2.077, data_time: 0.241, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.3143, loss: 1.3143, grad_norm: 8.4000 2020-08-04 04:11:07,458 - mmaction - INFO - Epoch [70][1880/3757] lr: 1.000e-03, eta: 2 days, 14:01:24, time: 1.858, data_time: 0.046, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.2959, loss: 1.2959, grad_norm: 8.1363 2020-08-04 04:11:45,906 - mmaction - INFO - Epoch [70][1900/3757] lr: 1.000e-03, eta: 2 days, 14:00:44, time: 1.917, data_time: 0.009, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.3270, loss: 1.3270, grad_norm: 8.3295 2020-08-04 04:12:26,799 - mmaction - INFO - Epoch [70][1920/3757] lr: 1.000e-03, eta: 2 days, 14:00:07, time: 2.043, data_time: 0.333, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8742, loss_cls: 1.2625, loss: 1.2625, grad_norm: 7.9939 2020-08-04 04:13:04,627 - mmaction - INFO - Epoch [70][1940/3757] lr: 1.000e-03, eta: 2 days, 13:59:27, time: 1.899, data_time: 0.137, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8664, loss_cls: 1.3035, loss: 1.3035, grad_norm: 8.0705 2020-08-04 04:13:46,041 - mmaction - INFO - Epoch [70][1960/3757] lr: 1.000e-03, eta: 2 days, 13:58:51, time: 2.068, data_time: 0.007, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8555, loss_cls: 1.4130, loss: 1.4130, grad_norm: 8.3995 2020-08-04 04:14:25,238 - mmaction - INFO - Epoch [70][1980/3757] lr: 1.000e-03, eta: 2 days, 13:58:12, time: 1.957, data_time: 0.008, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3093, loss: 1.3093, grad_norm: 7.6967 2020-08-04 04:15:02,837 - mmaction - INFO - Epoch [70][2000/3757] lr: 1.000e-03, eta: 2 days, 13:57:31, time: 1.885, data_time: 0.013, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3685, loss: 1.3685, grad_norm: 8.2030 2020-08-04 04:15:44,531 - mmaction - INFO - Epoch [70][2020/3757] lr: 1.000e-03, eta: 2 days, 13:56:56, time: 2.084, data_time: 0.009, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.3610, loss: 1.3610, grad_norm: 8.2138 2020-08-04 04:16:19,074 - mmaction - INFO - Epoch [70][2040/3757] lr: 1.000e-03, eta: 2 days, 13:56:12, time: 1.728, data_time: 0.027, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8469, loss_cls: 1.3647, loss: 1.3647, grad_norm: 8.0292 2020-08-04 04:16:57,861 - mmaction - INFO - Epoch [70][2060/3757] lr: 1.000e-03, eta: 2 days, 13:55:32, time: 1.934, data_time: 0.247, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.2855, loss: 1.2855, grad_norm: 7.9638 2020-08-04 04:17:38,375 - mmaction - INFO - Epoch [70][2080/3757] lr: 1.000e-03, eta: 2 days, 13:54:55, time: 2.031, data_time: 0.650, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8703, loss_cls: 1.3149, loss: 1.3149, grad_norm: 8.3888 2020-08-04 04:18:19,821 - mmaction - INFO - Epoch [70][2100/3757] lr: 1.000e-03, eta: 2 days, 13:54:19, time: 2.069, data_time: 1.032, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8688, loss_cls: 1.3009, loss: 1.3009, grad_norm: 8.0318 2020-08-04 04:18:58,950 - mmaction - INFO - Epoch [70][2120/3757] lr: 1.000e-03, eta: 2 days, 13:53:40, time: 1.955, data_time: 1.382, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8484, loss_cls: 1.3843, loss: 1.3843, grad_norm: 8.2492 2020-08-04 04:19:38,807 - mmaction - INFO - Epoch [70][2140/3757] lr: 1.000e-03, eta: 2 days, 13:53:02, time: 1.998, data_time: 1.116, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8797, loss_cls: 1.2387, loss: 1.2387, grad_norm: 7.7340 2020-08-04 04:20:17,098 - mmaction - INFO - Epoch [70][2160/3757] lr: 1.000e-03, eta: 2 days, 13:52:23, time: 1.916, data_time: 0.710, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8711, loss_cls: 1.2713, loss: 1.2713, grad_norm: 8.3140 2020-08-04 04:20:52,446 - mmaction - INFO - Epoch [70][2180/3757] lr: 1.000e-03, eta: 2 days, 13:51:39, time: 1.766, data_time: 0.520, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.3093, loss: 1.3093, grad_norm: 8.2030 2020-08-04 04:21:32,095 - mmaction - INFO - Epoch [70][2200/3757] lr: 1.000e-03, eta: 2 days, 13:51:01, time: 1.980, data_time: 0.966, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8484, loss_cls: 1.3966, loss: 1.3966, grad_norm: 8.2939 2020-08-04 04:22:09,320 - mmaction - INFO - Epoch [70][2220/3757] lr: 1.000e-03, eta: 2 days, 13:50:20, time: 1.860, data_time: 0.131, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8539, loss_cls: 1.3589, loss: 1.3589, grad_norm: 8.3284 2020-08-04 04:22:50,951 - mmaction - INFO - Epoch [70][2240/3757] lr: 1.000e-03, eta: 2 days, 13:49:44, time: 2.085, data_time: 0.623, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.3956, loss: 1.3956, grad_norm: 8.3071 2020-08-04 04:23:30,510 - mmaction - INFO - Epoch [70][2260/3757] lr: 1.000e-03, eta: 2 days, 13:49:06, time: 1.978, data_time: 0.331, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3311, loss: 1.3311, grad_norm: 8.1477 2020-08-04 04:24:06,616 - mmaction - INFO - Epoch [70][2280/3757] lr: 1.000e-03, eta: 2 days, 13:48:24, time: 1.807, data_time: 0.462, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2654, loss: 1.2654, grad_norm: 7.7726 2020-08-04 04:24:44,093 - mmaction - INFO - Epoch [70][2300/3757] lr: 1.000e-03, eta: 2 days, 13:47:43, time: 1.866, data_time: 0.874, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.3123, loss: 1.3123, grad_norm: 7.9445 2020-08-04 04:25:23,679 - mmaction - INFO - Epoch [70][2320/3757] lr: 1.000e-03, eta: 2 days, 13:47:05, time: 1.980, data_time: 0.055, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8625, loss_cls: 1.3597, loss: 1.3597, grad_norm: 8.1947 2020-08-04 04:26:04,633 - mmaction - INFO - Epoch [70][2340/3757] lr: 1.000e-03, eta: 2 days, 13:46:28, time: 2.054, data_time: 0.075, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1906, loss: 1.1906, grad_norm: 7.9656 2020-08-04 04:26:45,062 - mmaction - INFO - Epoch [70][2360/3757] lr: 1.000e-03, eta: 2 days, 13:45:51, time: 2.021, data_time: 0.010, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8664, loss_cls: 1.2736, loss: 1.2736, grad_norm: 8.0143 2020-08-04 04:27:22,637 - mmaction - INFO - Epoch [70][2380/3757] lr: 1.000e-03, eta: 2 days, 13:45:10, time: 1.871, data_time: 0.003, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8695, loss_cls: 1.3116, loss: 1.3116, grad_norm: 8.3850 2020-08-04 04:27:59,731 - mmaction - INFO - Epoch [70][2400/3757] lr: 1.000e-03, eta: 2 days, 13:44:29, time: 1.860, data_time: 0.021, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8508, loss_cls: 1.3664, loss: 1.3664, grad_norm: 8.3041 2020-08-04 04:28:37,451 - mmaction - INFO - Epoch [70][2420/3757] lr: 1.000e-03, eta: 2 days, 13:43:49, time: 1.887, data_time: 0.005, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8742, loss_cls: 1.3113, loss: 1.3113, grad_norm: 8.2638 2020-08-04 04:29:19,013 - mmaction - INFO - Epoch [70][2440/3757] lr: 1.000e-03, eta: 2 days, 13:43:13, time: 2.080, data_time: 0.029, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8680, loss_cls: 1.3070, loss: 1.3070, grad_norm: 8.0704 2020-08-04 04:29:56,674 - mmaction - INFO - Epoch [70][2460/3757] lr: 1.000e-03, eta: 2 days, 13:42:32, time: 1.882, data_time: 0.456, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8547, loss_cls: 1.3549, loss: 1.3549, grad_norm: 8.1890 2020-08-04 04:30:37,123 - mmaction - INFO - Epoch [70][2480/3757] lr: 1.000e-03, eta: 2 days, 13:41:55, time: 2.017, data_time: 0.848, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.4467, loss: 1.4467, grad_norm: 8.4151 2020-08-04 04:31:14,479 - mmaction - INFO - Epoch [70][2500/3757] lr: 1.000e-03, eta: 2 days, 13:41:14, time: 1.873, data_time: 0.798, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2824, loss: 1.2824, grad_norm: 8.2351 2020-08-04 04:31:53,834 - mmaction - INFO - Epoch [70][2520/3757] lr: 1.000e-03, eta: 2 days, 13:40:35, time: 1.960, data_time: 0.636, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8484, loss_cls: 1.3619, loss: 1.3619, grad_norm: 8.2305 2020-08-04 04:32:32,480 - mmaction - INFO - Epoch [70][2540/3757] lr: 1.000e-03, eta: 2 days, 13:39:56, time: 1.934, data_time: 0.881, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.2977, loss: 1.2977, grad_norm: 8.3264 2020-08-04 04:33:10,354 - mmaction - INFO - Epoch [70][2560/3757] lr: 1.000e-03, eta: 2 days, 13:39:16, time: 1.900, data_time: 0.725, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8711, loss_cls: 1.2794, loss: 1.2794, grad_norm: 8.1438 2020-08-04 04:33:49,613 - mmaction - INFO - Epoch [70][2580/3757] lr: 1.000e-03, eta: 2 days, 13:38:37, time: 1.961, data_time: 0.205, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.2667, loss: 1.2667, grad_norm: 7.8437 2020-08-04 04:34:31,380 - mmaction - INFO - Epoch [70][2600/3757] lr: 1.000e-03, eta: 2 days, 13:38:02, time: 2.090, data_time: 0.004, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4177, loss: 1.4177, grad_norm: 8.4515 2020-08-04 04:35:10,624 - mmaction - INFO - Epoch [70][2620/3757] lr: 1.000e-03, eta: 2 days, 13:37:23, time: 1.961, data_time: 0.006, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.3183, loss: 1.3183, grad_norm: 8.4481 2020-08-04 04:35:48,492 - mmaction - INFO - Epoch [70][2640/3757] lr: 1.000e-03, eta: 2 days, 13:36:43, time: 1.894, data_time: 0.003, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8555, loss_cls: 1.3591, loss: 1.3591, grad_norm: 8.1200 2020-08-04 04:36:28,243 - mmaction - INFO - Epoch [70][2660/3757] lr: 1.000e-03, eta: 2 days, 13:36:04, time: 1.979, data_time: 0.013, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.2567, loss: 1.2567, grad_norm: 8.0106 2020-08-04 04:37:08,861 - mmaction - INFO - Epoch [70][2680/3757] lr: 1.000e-03, eta: 2 days, 13:35:27, time: 2.039, data_time: 0.167, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8625, loss_cls: 1.3596, loss: 1.3596, grad_norm: 8.2785 2020-08-04 04:37:46,439 - mmaction - INFO - Epoch [70][2700/3757] lr: 1.000e-03, eta: 2 days, 13:34:47, time: 1.869, data_time: 0.151, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8734, loss_cls: 1.3109, loss: 1.3109, grad_norm: 8.3089 2020-08-04 04:38:26,006 - mmaction - INFO - Epoch [70][2720/3757] lr: 1.000e-03, eta: 2 days, 13:34:09, time: 1.988, data_time: 0.716, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8531, loss_cls: 1.4223, loss: 1.4223, grad_norm: 8.3153 2020-08-04 04:39:06,063 - mmaction - INFO - Epoch [70][2740/3757] lr: 1.000e-03, eta: 2 days, 13:33:31, time: 1.996, data_time: 1.291, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8766, loss_cls: 1.2922, loss: 1.2922, grad_norm: 7.9500 2020-08-04 04:39:43,967 - mmaction - INFO - Epoch [70][2760/3757] lr: 1.000e-03, eta: 2 days, 13:32:51, time: 1.901, data_time: 0.326, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8859, loss_cls: 1.2471, loss: 1.2471, grad_norm: 7.8443 2020-08-04 04:40:25,743 - mmaction - INFO - Epoch [70][2780/3757] lr: 1.000e-03, eta: 2 days, 13:32:15, time: 2.087, data_time: 0.004, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.3131, loss: 1.3131, grad_norm: 8.3398 2020-08-04 04:41:04,730 - mmaction - INFO - Epoch [70][2800/3757] lr: 1.000e-03, eta: 2 days, 13:31:36, time: 1.951, data_time: 0.009, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.3715, loss: 1.3715, grad_norm: 8.2749 2020-08-04 04:41:46,889 - mmaction - INFO - Epoch [70][2820/3757] lr: 1.000e-03, eta: 2 days, 13:31:00, time: 2.100, data_time: 0.008, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8695, loss_cls: 1.2909, loss: 1.2909, grad_norm: 8.4043 2020-08-04 04:42:23,942 - mmaction - INFO - Epoch [70][2840/3757] lr: 1.000e-03, eta: 2 days, 13:30:19, time: 1.859, data_time: 0.012, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8477, loss_cls: 1.3899, loss: 1.3899, grad_norm: 8.3443 2020-08-04 04:42:59,692 - mmaction - INFO - Epoch [70][2860/3757] lr: 1.000e-03, eta: 2 days, 13:29:37, time: 1.788, data_time: 0.005, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3481, loss: 1.3481, grad_norm: 8.1676 2020-08-04 04:43:38,810 - mmaction - INFO - Epoch [70][2880/3757] lr: 1.000e-03, eta: 2 days, 13:28:58, time: 1.952, data_time: 0.010, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3465, loss: 1.3465, grad_norm: 8.3030 2020-08-04 04:44:18,611 - mmaction - INFO - Epoch [70][2900/3757] lr: 1.000e-03, eta: 2 days, 13:28:20, time: 1.993, data_time: 0.008, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8656, loss_cls: 1.3011, loss: 1.3011, grad_norm: 8.1272 2020-08-04 04:44:56,767 - mmaction - INFO - Epoch [70][2920/3757] lr: 1.000e-03, eta: 2 days, 13:27:40, time: 1.905, data_time: 0.010, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.3761, loss: 1.3761, grad_norm: 8.3113 2020-08-04 04:45:37,095 - mmaction - INFO - Epoch [70][2940/3757] lr: 1.000e-03, eta: 2 days, 13:27:03, time: 2.018, data_time: 0.006, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8492, loss_cls: 1.3599, loss: 1.3599, grad_norm: 8.1748 2020-08-04 04:46:15,481 - mmaction - INFO - Epoch [70][2960/3757] lr: 1.000e-03, eta: 2 days, 13:26:23, time: 1.921, data_time: 0.257, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8625, loss_cls: 1.3836, loss: 1.3836, grad_norm: 8.6383 2020-08-04 04:46:52,511 - mmaction - INFO - Epoch [70][2980/3757] lr: 1.000e-03, eta: 2 days, 13:25:42, time: 1.852, data_time: 0.427, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.2858, loss: 1.2858, grad_norm: 8.3684 2020-08-04 04:47:33,496 - mmaction - INFO - Epoch [70][3000/3757] lr: 1.000e-03, eta: 2 days, 13:25:05, time: 2.049, data_time: 0.164, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8719, loss_cls: 1.3452, loss: 1.3452, grad_norm: 8.1773 2020-08-04 04:48:10,219 - mmaction - INFO - Epoch [70][3020/3757] lr: 1.000e-03, eta: 2 days, 13:24:24, time: 1.831, data_time: 0.347, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8508, loss_cls: 1.3310, loss: 1.3310, grad_norm: 8.0583 2020-08-04 04:48:50,601 - mmaction - INFO - Epoch [70][3040/3757] lr: 1.000e-03, eta: 2 days, 13:23:46, time: 2.024, data_time: 0.009, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8703, loss_cls: 1.2528, loss: 1.2528, grad_norm: 7.9257 2020-08-04 04:49:30,996 - mmaction - INFO - Epoch [70][3060/3757] lr: 1.000e-03, eta: 2 days, 13:23:09, time: 2.014, data_time: 0.089, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8656, loss_cls: 1.3194, loss: 1.3194, grad_norm: 8.3526 2020-08-04 04:50:09,301 - mmaction - INFO - Epoch [70][3080/3757] lr: 1.000e-03, eta: 2 days, 13:22:29, time: 1.921, data_time: 0.009, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8680, loss_cls: 1.2955, loss: 1.2955, grad_norm: 7.9877 2020-08-04 04:50:46,945 - mmaction - INFO - Epoch [70][3100/3757] lr: 1.000e-03, eta: 2 days, 13:21:49, time: 1.882, data_time: 0.002, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8602, loss_cls: 1.3599, loss: 1.3599, grad_norm: 8.2729 2020-08-04 04:51:28,183 - mmaction - INFO - Epoch [70][3120/3757] lr: 1.000e-03, eta: 2 days, 13:21:12, time: 2.058, data_time: 0.718, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.3226, loss: 1.3226, grad_norm: 8.3309 2020-08-04 04:52:05,657 - mmaction - INFO - Epoch [70][3140/3757] lr: 1.000e-03, eta: 2 days, 13:20:32, time: 1.877, data_time: 0.168, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8680, loss_cls: 1.3240, loss: 1.3240, grad_norm: 8.2532 2020-08-04 04:52:47,756 - mmaction - INFO - Epoch [70][3160/3757] lr: 1.000e-03, eta: 2 days, 13:19:56, time: 2.100, data_time: 1.247, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8453, loss_cls: 1.3768, loss: 1.3768, grad_norm: 8.2551 2020-08-04 04:53:27,184 - mmaction - INFO - Epoch [70][3180/3757] lr: 1.000e-03, eta: 2 days, 13:19:18, time: 1.974, data_time: 1.081, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8414, loss_cls: 1.4708, loss: 1.4708, grad_norm: 8.6257 2020-08-04 04:54:01,247 - mmaction - INFO - Epoch [70][3200/3757] lr: 1.000e-03, eta: 2 days, 13:18:33, time: 1.705, data_time: 0.240, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2614, loss: 1.2614, grad_norm: 8.0575 2020-08-04 04:54:41,826 - mmaction - INFO - Epoch [70][3220/3757] lr: 1.000e-03, eta: 2 days, 13:17:56, time: 2.022, data_time: 0.885, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8781, loss_cls: 1.2465, loss: 1.2465, grad_norm: 8.3250 2020-08-04 04:55:19,949 - mmaction - INFO - Epoch [70][3240/3757] lr: 1.000e-03, eta: 2 days, 13:17:16, time: 1.914, data_time: 1.356, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8625, loss_cls: 1.3235, loss: 1.3235, grad_norm: 8.0817 2020-08-04 04:55:58,516 - mmaction - INFO - Epoch [70][3260/3757] lr: 1.000e-03, eta: 2 days, 13:16:37, time: 1.930, data_time: 0.664, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.3881, loss: 1.3881, grad_norm: 8.2628 2020-08-04 04:56:40,033 - mmaction - INFO - Epoch [70][3280/3757] lr: 1.000e-03, eta: 2 days, 13:16:00, time: 2.071, data_time: 1.183, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8758, loss_cls: 1.3230, loss: 1.3230, grad_norm: 8.3493 2020-08-04 04:57:18,015 - mmaction - INFO - Epoch [70][3300/3757] lr: 1.000e-03, eta: 2 days, 13:15:20, time: 1.903, data_time: 0.550, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.3469, loss: 1.3469, grad_norm: 8.5069 2020-08-04 04:57:52,810 - mmaction - INFO - Epoch [70][3320/3757] lr: 1.000e-03, eta: 2 days, 13:14:37, time: 1.740, data_time: 0.587, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8562, loss_cls: 1.3816, loss: 1.3816, grad_norm: 8.4823 2020-08-04 04:58:35,986 - mmaction - INFO - Epoch [70][3340/3757] lr: 1.000e-03, eta: 2 days, 13:14:03, time: 2.157, data_time: 0.571, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8797, loss_cls: 1.2686, loss: 1.2686, grad_norm: 7.9606 2020-08-04 04:59:14,125 - mmaction - INFO - Epoch [70][3360/3757] lr: 1.000e-03, eta: 2 days, 13:13:23, time: 1.908, data_time: 0.621, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8648, loss_cls: 1.2921, loss: 1.2921, grad_norm: 7.8561 2020-08-04 04:59:54,204 - mmaction - INFO - Epoch [70][3380/3757] lr: 1.000e-03, eta: 2 days, 13:12:45, time: 1.998, data_time: 0.390, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8594, loss_cls: 1.3760, loss: 1.3760, grad_norm: 8.3463 2020-08-04 05:00:30,261 - mmaction - INFO - Epoch [70][3400/3757] lr: 1.000e-03, eta: 2 days, 13:12:02, time: 1.771, data_time: 0.167, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8555, loss_cls: 1.2879, loss: 1.2879, grad_norm: 8.1704 2020-08-04 05:01:10,237 - mmaction - INFO - Epoch [70][3420/3757] lr: 1.000e-03, eta: 2 days, 13:11:25, time: 2.033, data_time: 0.088, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8484, loss_cls: 1.3798, loss: 1.3798, grad_norm: 8.1913 2020-08-04 05:01:52,311 - mmaction - INFO - Epoch [70][3440/3757] lr: 1.000e-03, eta: 2 days, 13:10:49, time: 2.106, data_time: 0.452, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.2949, loss: 1.2949, grad_norm: 7.9998 2020-08-04 05:02:27,615 - mmaction - INFO - Epoch [70][3460/3757] lr: 1.000e-03, eta: 2 days, 13:10:06, time: 1.755, data_time: 0.013, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8617, loss_cls: 1.2964, loss: 1.2964, grad_norm: 8.1644 2020-08-04 05:03:07,168 - mmaction - INFO - Epoch [70][3480/3757] lr: 1.000e-03, eta: 2 days, 13:09:28, time: 1.986, data_time: 1.402, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8703, loss_cls: 1.3632, loss: 1.3632, grad_norm: 8.5225 2020-08-04 05:03:46,948 - mmaction - INFO - Epoch [70][3500/3757] lr: 1.000e-03, eta: 2 days, 13:08:50, time: 1.983, data_time: 1.218, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8680, loss_cls: 1.3428, loss: 1.3428, grad_norm: 8.2228 2020-08-04 05:04:25,213 - mmaction - INFO - Epoch [70][3520/3757] lr: 1.000e-03, eta: 2 days, 13:08:10, time: 1.920, data_time: 0.009, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.2593, loss: 1.2593, grad_norm: 8.0080 2020-08-04 05:05:03,803 - mmaction - INFO - Epoch [70][3540/3757] lr: 1.000e-03, eta: 2 days, 13:07:31, time: 1.929, data_time: 0.107, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8719, loss_cls: 1.2545, loss: 1.2545, grad_norm: 8.2637 2020-08-04 05:05:42,670 - mmaction - INFO - Epoch [70][3560/3757] lr: 1.000e-03, eta: 2 days, 13:06:52, time: 1.944, data_time: 1.059, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8719, loss_cls: 1.2610, loss: 1.2610, grad_norm: 7.7989 2020-08-04 05:06:23,616 - mmaction - INFO - Epoch [70][3580/3757] lr: 1.000e-03, eta: 2 days, 13:06:15, time: 2.048, data_time: 0.598, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8625, loss_cls: 1.3562, loss: 1.3562, grad_norm: 8.4220 2020-08-04 05:07:03,611 - mmaction - INFO - Epoch [70][3600/3757] lr: 1.000e-03, eta: 2 days, 13:05:37, time: 1.991, data_time: 0.012, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8883, loss_cls: 1.2131, loss: 1.2131, grad_norm: 7.9548 2020-08-04 05:07:37,690 - mmaction - INFO - Epoch [70][3620/3757] lr: 1.000e-03, eta: 2 days, 13:04:53, time: 1.709, data_time: 0.011, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8555, loss_cls: 1.3751, loss: 1.3751, grad_norm: 8.2729 2020-08-04 05:08:14,357 - mmaction - INFO - Epoch [70][3640/3757] lr: 1.000e-03, eta: 2 days, 13:04:11, time: 1.836, data_time: 0.011, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4105, loss: 1.4105, grad_norm: 8.5977 2020-08-04 05:08:55,925 - mmaction - INFO - Epoch [70][3660/3757] lr: 1.000e-03, eta: 2 days, 13:03:35, time: 2.073, data_time: 0.051, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.3258, loss: 1.3258, grad_norm: 8.2594 2020-08-04 05:09:37,002 - mmaction - INFO - Epoch [70][3680/3757] lr: 1.000e-03, eta: 2 days, 13:02:58, time: 2.061, data_time: 0.009, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8703, loss_cls: 1.2952, loss: 1.2952, grad_norm: 8.1928 2020-08-04 05:10:14,075 - mmaction - INFO - Epoch [70][3700/3757] lr: 1.000e-03, eta: 2 days, 13:02:17, time: 1.849, data_time: 0.007, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3007, loss: 1.3007, grad_norm: 8.0583 2020-08-04 05:10:53,037 - mmaction - INFO - Epoch [70][3720/3757] lr: 1.000e-03, eta: 2 days, 13:01:38, time: 1.953, data_time: 0.009, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8672, loss_cls: 1.2951, loss: 1.2951, grad_norm: 8.0204 2020-08-04 05:11:32,435 - mmaction - INFO - Epoch [70][3740/3757] lr: 1.000e-03, eta: 2 days, 13:01:00, time: 1.968, data_time: 0.197, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8742, loss_cls: 1.3042, loss: 1.3042, grad_norm: 8.4643 2020-08-04 05:11:59,874 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-08-04 05:12:54,237 - mmaction - INFO - Epoch [71][20/3757] lr: 1.000e-03, eta: 2 days, 12:59:26, time: 2.621, data_time: 0.832, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.3622, loss: 1.3622, grad_norm: 8.1641 2020-08-04 05:13:33,726 - mmaction - INFO - Epoch [71][40/3757] lr: 1.000e-03, eta: 2 days, 12:58:48, time: 1.980, data_time: 0.023, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8578, loss_cls: 1.3283, loss: 1.3283, grad_norm: 8.1674 2020-08-04 05:14:13,533 - mmaction - INFO - Epoch [71][60/3757] lr: 1.000e-03, eta: 2 days, 12:58:09, time: 1.991, data_time: 0.012, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8648, loss_cls: 1.3136, loss: 1.3136, grad_norm: 8.1393 2020-08-04 05:14:53,163 - mmaction - INFO - Epoch [71][80/3757] lr: 1.000e-03, eta: 2 days, 12:57:31, time: 1.975, data_time: 0.010, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.2559, loss: 1.2559, grad_norm: 7.9689 2020-08-04 05:15:31,736 - mmaction - INFO - Epoch [71][100/3757] lr: 1.000e-03, eta: 2 days, 12:56:52, time: 1.936, data_time: 0.011, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.2235, loss: 1.2235, grad_norm: 7.8765 2020-08-04 05:16:09,373 - mmaction - INFO - Epoch [71][120/3757] lr: 1.000e-03, eta: 2 days, 12:56:11, time: 1.875, data_time: 0.009, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.3313, loss: 1.3313, grad_norm: 8.1557 2020-08-04 05:16:49,040 - mmaction - INFO - Epoch [71][140/3757] lr: 1.000e-03, eta: 2 days, 12:55:33, time: 1.988, data_time: 0.011, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8750, loss_cls: 1.2791, loss: 1.2791, grad_norm: 8.1011 2020-08-04 05:17:29,151 - mmaction - INFO - Epoch [71][160/3757] lr: 1.000e-03, eta: 2 days, 12:54:55, time: 2.000, data_time: 0.010, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8586, loss_cls: 1.3187, loss: 1.3187, grad_norm: 8.0829 2020-08-04 05:18:09,440 - mmaction - INFO - Epoch [71][180/3757] lr: 1.000e-03, eta: 2 days, 12:54:18, time: 2.021, data_time: 0.010, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.2706, loss: 1.2706, grad_norm: 8.3795 2020-08-04 05:18:48,016 - mmaction - INFO - Epoch [71][200/3757] lr: 1.000e-03, eta: 2 days, 12:53:38, time: 1.923, data_time: 0.008, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8820, loss_cls: 1.2333, loss: 1.2333, grad_norm: 8.0236 2020-08-04 05:19:25,386 - mmaction - INFO - Epoch [71][220/3757] lr: 1.000e-03, eta: 2 days, 12:52:58, time: 1.877, data_time: 0.012, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8852, loss_cls: 1.2013, loss: 1.2013, grad_norm: 7.9825 2020-08-04 05:20:04,591 - mmaction - INFO - Epoch [71][240/3757] lr: 1.000e-03, eta: 2 days, 12:52:19, time: 1.960, data_time: 0.008, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8844, loss_cls: 1.2252, loss: 1.2252, grad_norm: 7.8725 2020-08-04 05:20:45,675 - mmaction - INFO - Epoch [71][260/3757] lr: 1.000e-03, eta: 2 days, 12:51:42, time: 2.049, data_time: 0.002, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8703, loss_cls: 1.2432, loss: 1.2432, grad_norm: 8.1015 2020-08-04 05:21:20,828 - mmaction - INFO - Epoch [71][280/3757] lr: 1.000e-03, eta: 2 days, 12:50:59, time: 1.762, data_time: 0.195, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2531, loss: 1.2531, grad_norm: 7.9767 2020-08-04 05:22:03,946 - mmaction - INFO - Epoch [71][300/3757] lr: 1.000e-03, eta: 2 days, 12:50:25, time: 2.149, data_time: 1.033, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8750, loss_cls: 1.2560, loss: 1.2560, grad_norm: 8.1503 2020-08-04 05:22:43,084 - mmaction - INFO - Epoch [71][320/3757] lr: 1.000e-03, eta: 2 days, 12:49:46, time: 1.956, data_time: 1.248, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8648, loss_cls: 1.3277, loss: 1.3277, grad_norm: 8.2352 2020-08-04 05:23:24,435 - mmaction - INFO - Epoch [71][340/3757] lr: 1.000e-03, eta: 2 days, 12:49:10, time: 2.075, data_time: 0.259, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8781, loss_cls: 1.2318, loss: 1.2318, grad_norm: 8.0768 2020-08-04 05:23:57,106 - mmaction - INFO - Epoch [71][360/3757] lr: 1.000e-03, eta: 2 days, 12:48:24, time: 1.632, data_time: 0.002, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8805, loss_cls: 1.2843, loss: 1.2843, grad_norm: 8.2901 2020-08-04 05:24:35,958 - mmaction - INFO - Epoch [71][380/3757] lr: 1.000e-03, eta: 2 days, 12:47:45, time: 1.934, data_time: 0.332, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8742, loss_cls: 1.2941, loss: 1.2941, grad_norm: 8.1375 2020-08-04 05:25:14,985 - mmaction - INFO - Epoch [71][400/3757] lr: 1.000e-03, eta: 2 days, 12:47:06, time: 1.961, data_time: 0.546, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8688, loss_cls: 1.3158, loss: 1.3158, grad_norm: 8.1845 2020-08-04 05:25:55,080 - mmaction - INFO - Epoch [71][420/3757] lr: 1.000e-03, eta: 2 days, 12:46:28, time: 2.004, data_time: 0.455, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8516, loss_cls: 1.3321, loss: 1.3321, grad_norm: 8.0762 2020-08-04 05:26:35,187 - mmaction - INFO - Epoch [71][440/3757] lr: 1.000e-03, eta: 2 days, 12:45:50, time: 2.000, data_time: 0.070, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8570, loss_cls: 1.3102, loss: 1.3102, grad_norm: 8.2037 2020-08-04 05:27:13,528 - mmaction - INFO - Epoch [71][460/3757] lr: 1.000e-03, eta: 2 days, 12:45:11, time: 1.923, data_time: 0.048, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.3291, loss: 1.3291, grad_norm: 8.1442 2020-08-04 05:27:50,387 - mmaction - INFO - Epoch [71][480/3757] lr: 1.000e-03, eta: 2 days, 12:44:29, time: 1.835, data_time: 0.026, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.2634, loss: 1.2634, grad_norm: 8.1235 2020-08-04 05:28:28,690 - mmaction - INFO - Epoch [71][500/3757] lr: 1.000e-03, eta: 2 days, 12:43:50, time: 1.923, data_time: 0.182, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8594, loss_cls: 1.3119, loss: 1.3119, grad_norm: 7.8226 2020-08-04 05:29:07,503 - mmaction - INFO - Epoch [71][520/3757] lr: 1.000e-03, eta: 2 days, 12:43:11, time: 1.939, data_time: 0.008, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2440, loss: 1.2440, grad_norm: 8.0985 2020-08-04 05:29:47,861 - mmaction - INFO - Epoch [71][540/3757] lr: 1.000e-03, eta: 2 days, 12:42:33, time: 2.020, data_time: 0.005, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.2176, loss: 1.2176, grad_norm: 7.9166 2020-08-04 05:30:25,905 - mmaction - INFO - Epoch [71][560/3757] lr: 1.000e-03, eta: 2 days, 12:41:53, time: 1.890, data_time: 0.039, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.3124, loss: 1.3124, grad_norm: 8.4522 2020-08-04 05:31:04,612 - mmaction - INFO - Epoch [71][580/3757] lr: 1.000e-03, eta: 2 days, 12:41:14, time: 1.946, data_time: 0.730, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8586, loss_cls: 1.3445, loss: 1.3445, grad_norm: 8.3925 2020-08-04 05:31:42,727 - mmaction - INFO - Epoch [71][600/3757] lr: 1.000e-03, eta: 2 days, 12:40:34, time: 1.900, data_time: 1.314, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8602, loss_cls: 1.3811, loss: 1.3811, grad_norm: 8.3859 2020-08-04 05:32:22,947 - mmaction - INFO - Epoch [71][620/3757] lr: 1.000e-03, eta: 2 days, 12:39:56, time: 2.017, data_time: 1.426, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8773, loss_cls: 1.2387, loss: 1.2387, grad_norm: 7.9122 2020-08-04 05:33:01,677 - mmaction - INFO - Epoch [71][640/3757] lr: 1.000e-03, eta: 2 days, 12:39:17, time: 1.937, data_time: 1.001, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.3396, loss: 1.3396, grad_norm: 8.2880 2020-08-04 05:33:38,913 - mmaction - INFO - Epoch [71][660/3757] lr: 1.000e-03, eta: 2 days, 12:38:36, time: 1.859, data_time: 0.532, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8656, loss_cls: 1.3464, loss: 1.3464, grad_norm: 8.4270 2020-08-04 05:34:21,237 - mmaction - INFO - Epoch [71][680/3757] lr: 1.000e-03, eta: 2 days, 12:38:01, time: 2.118, data_time: 0.011, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8531, loss_cls: 1.3609, loss: 1.3609, grad_norm: 8.1588 2020-08-04 05:34:59,315 - mmaction - INFO - Epoch [71][700/3757] lr: 1.000e-03, eta: 2 days, 12:37:21, time: 1.905, data_time: 0.197, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8539, loss_cls: 1.3488, loss: 1.3488, grad_norm: 8.5860 2020-08-04 05:35:35,936 - mmaction - INFO - Epoch [71][720/3757] lr: 1.000e-03, eta: 2 days, 12:36:40, time: 1.826, data_time: 0.025, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.2788, loss: 1.2788, grad_norm: 8.1064 2020-08-04 05:36:15,034 - mmaction - INFO - Epoch [71][740/3757] lr: 1.000e-03, eta: 2 days, 12:36:01, time: 1.960, data_time: 1.121, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8711, loss_cls: 1.3218, loss: 1.3218, grad_norm: 8.2600 2020-08-04 05:36:53,330 - mmaction - INFO - Epoch [71][760/3757] lr: 1.000e-03, eta: 2 days, 12:35:21, time: 1.911, data_time: 0.923, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8547, loss_cls: 1.4137, loss: 1.4137, grad_norm: 8.5566 2020-08-04 05:37:36,649 - mmaction - INFO - Epoch [71][780/3757] lr: 1.000e-03, eta: 2 days, 12:34:47, time: 2.170, data_time: 0.047, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8688, loss_cls: 1.3217, loss: 1.3217, grad_norm: 8.3017 2020-08-04 05:38:14,047 - mmaction - INFO - Epoch [71][800/3757] lr: 1.000e-03, eta: 2 days, 12:34:06, time: 1.859, data_time: 0.008, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3967, loss: 1.3967, grad_norm: 8.4862 2020-08-04 05:38:52,014 - mmaction - INFO - Epoch [71][820/3757] lr: 1.000e-03, eta: 2 days, 12:33:26, time: 1.907, data_time: 0.013, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8758, loss_cls: 1.3006, loss: 1.3006, grad_norm: 8.3183 2020-08-04 05:39:29,404 - mmaction - INFO - Epoch [71][840/3757] lr: 1.000e-03, eta: 2 days, 12:32:45, time: 1.864, data_time: 0.011, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8688, loss_cls: 1.2447, loss: 1.2447, grad_norm: 8.1457 2020-08-04 05:40:08,229 - mmaction - INFO - Epoch [71][860/3757] lr: 1.000e-03, eta: 2 days, 12:32:06, time: 1.947, data_time: 0.011, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8758, loss_cls: 1.3101, loss: 1.3101, grad_norm: 8.3145 2020-08-04 05:40:49,114 - mmaction - INFO - Epoch [71][880/3757] lr: 1.000e-03, eta: 2 days, 12:31:29, time: 2.046, data_time: 0.004, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8773, loss_cls: 1.2561, loss: 1.2561, grad_norm: 8.2705 2020-08-04 05:41:28,143 - mmaction - INFO - Epoch [71][900/3757] lr: 1.000e-03, eta: 2 days, 12:30:50, time: 1.947, data_time: 0.020, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8773, loss_cls: 1.2635, loss: 1.2635, grad_norm: 8.1846 2020-08-04 05:42:06,356 - mmaction - INFO - Epoch [71][920/3757] lr: 1.000e-03, eta: 2 days, 12:30:11, time: 1.916, data_time: 0.039, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8492, loss_cls: 1.3502, loss: 1.3502, grad_norm: 8.2718 2020-08-04 05:42:42,023 - mmaction - INFO - Epoch [71][940/3757] lr: 1.000e-03, eta: 2 days, 12:29:28, time: 1.782, data_time: 0.011, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8703, loss_cls: 1.2957, loss: 1.2957, grad_norm: 8.2212 2020-08-04 05:43:21,673 - mmaction - INFO - Epoch [71][960/3757] lr: 1.000e-03, eta: 2 days, 12:28:50, time: 1.984, data_time: 0.004, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8766, loss_cls: 1.2586, loss: 1.2586, grad_norm: 8.1518 2020-08-04 05:44:03,033 - mmaction - INFO - Epoch [71][980/3757] lr: 1.000e-03, eta: 2 days, 12:28:13, time: 2.062, data_time: 0.007, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8633, loss_cls: 1.3171, loss: 1.3171, grad_norm: 8.1988 2020-08-04 05:44:42,066 - mmaction - INFO - Epoch [71][1000/3757] lr: 1.000e-03, eta: 2 days, 12:27:35, time: 1.957, data_time: 0.009, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8945, loss_cls: 1.1915, loss: 1.1915, grad_norm: 8.0117 2020-08-04 05:45:21,579 - mmaction - INFO - Epoch [71][1020/3757] lr: 1.000e-03, eta: 2 days, 12:26:56, time: 1.972, data_time: 0.225, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2288, loss: 1.2288, grad_norm: 8.0060 2020-08-04 05:46:00,110 - mmaction - INFO - Epoch [71][1040/3757] lr: 1.000e-03, eta: 2 days, 12:26:17, time: 1.929, data_time: 1.277, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8672, loss_cls: 1.2978, loss: 1.2978, grad_norm: 8.1757 2020-08-04 05:46:40,200 - mmaction - INFO - Epoch [71][1060/3757] lr: 1.000e-03, eta: 2 days, 12:25:39, time: 1.995, data_time: 0.866, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8328, loss_cls: 1.4477, loss: 1.4477, grad_norm: 8.0537 2020-08-04 05:47:18,241 - mmaction - INFO - Epoch [71][1080/3757] lr: 1.000e-03, eta: 2 days, 12:24:59, time: 1.911, data_time: 0.270, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.3016, loss: 1.3016, grad_norm: 8.1206 2020-08-04 05:47:55,772 - mmaction - INFO - Epoch [71][1100/3757] lr: 1.000e-03, eta: 2 days, 12:24:18, time: 1.868, data_time: 0.008, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8656, loss_cls: 1.3035, loss: 1.3035, grad_norm: 8.1116 2020-08-04 05:48:34,387 - mmaction - INFO - Epoch [71][1120/3757] lr: 1.000e-03, eta: 2 days, 12:23:39, time: 1.939, data_time: 0.012, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8781, loss_cls: 1.2725, loss: 1.2725, grad_norm: 8.1900 2020-08-04 05:49:14,440 - mmaction - INFO - Epoch [71][1140/3757] lr: 1.000e-03, eta: 2 days, 12:23:01, time: 2.003, data_time: 0.008, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8656, loss_cls: 1.3189, loss: 1.3189, grad_norm: 8.4259 2020-08-04 05:49:54,614 - mmaction - INFO - Epoch [71][1160/3757] lr: 1.000e-03, eta: 2 days, 12:22:24, time: 2.008, data_time: 0.003, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8742, loss_cls: 1.2734, loss: 1.2734, grad_norm: 8.0211 2020-08-04 05:50:32,273 - mmaction - INFO - Epoch [71][1180/3757] lr: 1.000e-03, eta: 2 days, 12:21:43, time: 1.873, data_time: 0.008, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8727, loss_cls: 1.2577, loss: 1.2577, grad_norm: 8.2296 2020-08-04 05:51:10,484 - mmaction - INFO - Epoch [71][1200/3757] lr: 1.000e-03, eta: 2 days, 12:21:04, time: 1.921, data_time: 0.013, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3693, loss: 1.3693, grad_norm: 8.4544 2020-08-04 05:51:51,516 - mmaction - INFO - Epoch [71][1220/3757] lr: 1.000e-03, eta: 2 days, 12:20:27, time: 2.042, data_time: 0.007, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8648, loss_cls: 1.3654, loss: 1.3654, grad_norm: 8.6467 2020-08-04 05:52:31,310 - mmaction - INFO - Epoch [71][1240/3757] lr: 1.000e-03, eta: 2 days, 12:19:49, time: 1.999, data_time: 0.018, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8859, loss_cls: 1.2278, loss: 1.2278, grad_norm: 8.0521 2020-08-04 05:53:08,906 - mmaction - INFO - Epoch [71][1260/3757] lr: 1.000e-03, eta: 2 days, 12:19:08, time: 1.879, data_time: 0.007, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8617, loss_cls: 1.3447, loss: 1.3447, grad_norm: 8.5539 2020-08-04 05:53:48,602 - mmaction - INFO - Epoch [71][1280/3757] lr: 1.000e-03, eta: 2 days, 12:18:30, time: 1.976, data_time: 0.011, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8477, loss_cls: 1.3626, loss: 1.3626, grad_norm: 8.1551 2020-08-04 05:54:26,651 - mmaction - INFO - Epoch [71][1300/3757] lr: 1.000e-03, eta: 2 days, 12:17:50, time: 1.911, data_time: 0.138, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2955, loss: 1.2955, grad_norm: 8.2826 2020-08-04 05:55:07,135 - mmaction - INFO - Epoch [71][1320/3757] lr: 1.000e-03, eta: 2 days, 12:17:13, time: 2.025, data_time: 0.392, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8695, loss_cls: 1.3211, loss: 1.3211, grad_norm: 8.5114 2020-08-04 05:55:45,315 - mmaction - INFO - Epoch [71][1340/3757] lr: 1.000e-03, eta: 2 days, 12:16:33, time: 1.909, data_time: 0.620, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.3254, loss: 1.3254, grad_norm: 8.1977 2020-08-04 05:56:26,548 - mmaction - INFO - Epoch [71][1360/3757] lr: 1.000e-03, eta: 2 days, 12:15:57, time: 2.057, data_time: 0.638, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8664, loss_cls: 1.3281, loss: 1.3281, grad_norm: 8.1118 2020-08-04 05:57:04,708 - mmaction - INFO - Epoch [71][1380/3757] lr: 1.000e-03, eta: 2 days, 12:15:17, time: 1.910, data_time: 0.136, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8555, loss_cls: 1.3367, loss: 1.3367, grad_norm: 8.4133 2020-08-04 05:57:42,198 - mmaction - INFO - Epoch [71][1400/3757] lr: 1.000e-03, eta: 2 days, 12:14:36, time: 1.869, data_time: 0.309, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.2734, loss: 1.2734, grad_norm: 7.9328 2020-08-04 05:58:24,274 - mmaction - INFO - Epoch [71][1420/3757] lr: 1.000e-03, eta: 2 days, 12:14:01, time: 2.109, data_time: 0.854, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8180, loss_cls: 1.4780, loss: 1.4780, grad_norm: 8.7997 2020-08-04 05:59:01,737 - mmaction - INFO - Epoch [71][1440/3757] lr: 1.000e-03, eta: 2 days, 12:13:20, time: 1.868, data_time: 0.276, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8500, loss_cls: 1.4086, loss: 1.4086, grad_norm: 8.5181 2020-08-04 05:59:40,238 - mmaction - INFO - Epoch [71][1460/3757] lr: 1.000e-03, eta: 2 days, 12:12:40, time: 1.931, data_time: 0.009, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8766, loss_cls: 1.2640, loss: 1.2640, grad_norm: 8.2003 2020-08-04 06:00:16,424 - mmaction - INFO - Epoch [71][1480/3757] lr: 1.000e-03, eta: 2 days, 12:11:58, time: 1.792, data_time: 0.008, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8578, loss_cls: 1.3100, loss: 1.3100, grad_norm: 7.9674 2020-08-04 06:00:57,755 - mmaction - INFO - Epoch [71][1500/3757] lr: 1.000e-03, eta: 2 days, 12:11:22, time: 2.084, data_time: 0.034, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8773, loss_cls: 1.2647, loss: 1.2647, grad_norm: 8.2026 2020-08-04 06:01:36,499 - mmaction - INFO - Epoch [71][1520/3757] lr: 1.000e-03, eta: 2 days, 12:10:43, time: 1.929, data_time: 0.009, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3161, loss: 1.3161, grad_norm: 8.2463 2020-08-04 06:02:17,390 - mmaction - INFO - Epoch [71][1540/3757] lr: 1.000e-03, eta: 2 days, 12:10:06, time: 2.054, data_time: 0.392, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8453, loss_cls: 1.3566, loss: 1.3566, grad_norm: 8.1480 2020-08-04 06:02:55,046 - mmaction - INFO - Epoch [71][1560/3757] lr: 1.000e-03, eta: 2 days, 12:09:26, time: 1.878, data_time: 1.118, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2489, loss: 1.2489, grad_norm: 8.0124 2020-08-04 06:03:38,039 - mmaction - INFO - Epoch [71][1580/3757] lr: 1.000e-03, eta: 2 days, 12:08:51, time: 2.149, data_time: 1.096, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8523, loss_cls: 1.3624, loss: 1.3624, grad_norm: 8.2949 2020-08-04 06:04:17,046 - mmaction - INFO - Epoch [71][1600/3757] lr: 1.000e-03, eta: 2 days, 12:08:12, time: 1.955, data_time: 1.392, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8664, loss_cls: 1.3243, loss: 1.3243, grad_norm: 8.0711 2020-08-04 06:04:55,268 - mmaction - INFO - Epoch [71][1620/3757] lr: 1.000e-03, eta: 2 days, 12:07:32, time: 1.908, data_time: 1.334, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.2876, loss: 1.2876, grad_norm: 8.1367 2020-08-04 06:05:32,471 - mmaction - INFO - Epoch [71][1640/3757] lr: 1.000e-03, eta: 2 days, 12:06:51, time: 1.861, data_time: 1.258, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8594, loss_cls: 1.3444, loss: 1.3444, grad_norm: 8.5247 2020-08-04 06:06:11,333 - mmaction - INFO - Epoch [71][1660/3757] lr: 1.000e-03, eta: 2 days, 12:06:12, time: 1.936, data_time: 0.898, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.2042, loss: 1.2042, grad_norm: 7.9160 2020-08-04 06:06:50,123 - mmaction - INFO - Epoch [71][1680/3757] lr: 1.000e-03, eta: 2 days, 12:05:33, time: 1.949, data_time: 0.963, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.2878, loss: 1.2878, grad_norm: 8.0225 2020-08-04 06:07:33,711 - mmaction - INFO - Epoch [71][1700/3757] lr: 1.000e-03, eta: 2 days, 12:04:59, time: 2.176, data_time: 1.252, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3989, loss: 1.3989, grad_norm: 8.2146 2020-08-04 06:08:11,354 - mmaction - INFO - Epoch [71][1720/3757] lr: 1.000e-03, eta: 2 days, 12:04:19, time: 1.884, data_time: 1.146, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8656, loss_cls: 1.3502, loss: 1.3502, grad_norm: 8.2791 2020-08-04 06:08:51,239 - mmaction - INFO - Epoch [71][1740/3757] lr: 1.000e-03, eta: 2 days, 12:03:41, time: 1.995, data_time: 0.953, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8477, loss_cls: 1.4199, loss: 1.4199, grad_norm: 8.5896 2020-08-04 06:09:30,316 - mmaction - INFO - Epoch [71][1760/3757] lr: 1.000e-03, eta: 2 days, 12:03:02, time: 1.954, data_time: 0.698, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8516, loss_cls: 1.4045, loss: 1.4045, grad_norm: 8.6209 2020-08-04 06:10:09,224 - mmaction - INFO - Epoch [71][1780/3757] lr: 1.000e-03, eta: 2 days, 12:02:23, time: 1.943, data_time: 1.338, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3757, loss: 1.3757, grad_norm: 8.0999 2020-08-04 06:10:48,414 - mmaction - INFO - Epoch [71][1800/3757] lr: 1.000e-03, eta: 2 days, 12:01:44, time: 1.961, data_time: 1.386, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8695, loss_cls: 1.3421, loss: 1.3421, grad_norm: 8.0807 2020-08-04 06:11:27,979 - mmaction - INFO - Epoch [71][1820/3757] lr: 1.000e-03, eta: 2 days, 12:01:06, time: 1.973, data_time: 0.979, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.3814, loss: 1.3814, grad_norm: 8.4414 2020-08-04 06:12:09,016 - mmaction - INFO - Epoch [71][1840/3757] lr: 1.000e-03, eta: 2 days, 12:00:29, time: 2.053, data_time: 0.847, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3518, loss: 1.3518, grad_norm: 8.5529 2020-08-04 06:12:45,548 - mmaction - INFO - Epoch [71][1860/3757] lr: 1.000e-03, eta: 2 days, 11:59:47, time: 1.829, data_time: 0.410, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8648, loss_cls: 1.3173, loss: 1.3173, grad_norm: 8.3979 2020-08-04 06:13:26,136 - mmaction - INFO - Epoch [71][1880/3757] lr: 1.000e-03, eta: 2 days, 11:59:10, time: 2.029, data_time: 1.433, memory: 5166, top1_acc: 0.6531, top5_acc: 0.8477, loss_cls: 1.3797, loss: 1.3797, grad_norm: 8.3988 2020-08-04 06:14:06,388 - mmaction - INFO - Epoch [71][1900/3757] lr: 1.000e-03, eta: 2 days, 11:58:33, time: 2.013, data_time: 0.696, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3585, loss: 1.3585, grad_norm: 8.4936 2020-08-04 06:14:44,866 - mmaction - INFO - Epoch [71][1920/3757] lr: 1.000e-03, eta: 2 days, 11:57:53, time: 1.920, data_time: 1.243, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8773, loss_cls: 1.2486, loss: 1.2486, grad_norm: 7.8870 2020-08-04 06:15:24,684 - mmaction - INFO - Epoch [71][1940/3757] lr: 1.000e-03, eta: 2 days, 11:57:15, time: 1.990, data_time: 0.403, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8469, loss_cls: 1.3530, loss: 1.3530, grad_norm: 8.3048 2020-08-04 06:16:00,921 - mmaction - INFO - Epoch [71][1960/3757] lr: 1.000e-03, eta: 2 days, 11:56:33, time: 1.817, data_time: 0.022, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8562, loss_cls: 1.4158, loss: 1.4158, grad_norm: 8.5936 2020-08-04 06:16:38,159 - mmaction - INFO - Epoch [71][1980/3757] lr: 1.000e-03, eta: 2 days, 11:55:52, time: 1.859, data_time: 0.008, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8742, loss_cls: 1.2495, loss: 1.2495, grad_norm: 7.8645 2020-08-04 06:17:18,277 - mmaction - INFO - Epoch [71][2000/3757] lr: 1.000e-03, eta: 2 days, 11:55:15, time: 2.009, data_time: 0.663, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2568, loss: 1.2568, grad_norm: 8.1755 2020-08-04 06:17:57,269 - mmaction - INFO - Epoch [71][2020/3757] lr: 1.000e-03, eta: 2 days, 11:54:36, time: 1.950, data_time: 1.388, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8789, loss_cls: 1.2365, loss: 1.2365, grad_norm: 8.0991 2020-08-04 06:18:35,005 - mmaction - INFO - Epoch [71][2040/3757] lr: 1.000e-03, eta: 2 days, 11:53:55, time: 1.886, data_time: 0.582, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8727, loss_cls: 1.2882, loss: 1.2882, grad_norm: 8.4630 2020-08-04 06:19:17,162 - mmaction - INFO - Epoch [71][2060/3757] lr: 1.000e-03, eta: 2 days, 11:53:20, time: 2.108, data_time: 0.169, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.2752, loss: 1.2752, grad_norm: 8.1532 2020-08-04 06:19:52,445 - mmaction - INFO - Epoch [71][2080/3757] lr: 1.000e-03, eta: 2 days, 11:52:37, time: 1.762, data_time: 0.268, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8672, loss_cls: 1.2939, loss: 1.2939, grad_norm: 8.2742 2020-08-04 06:20:29,912 - mmaction - INFO - Epoch [71][2100/3757] lr: 1.000e-03, eta: 2 days, 11:51:56, time: 1.869, data_time: 0.616, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8617, loss_cls: 1.3828, loss: 1.3828, grad_norm: 8.4348 2020-08-04 06:21:10,739 - mmaction - INFO - Epoch [71][2120/3757] lr: 1.000e-03, eta: 2 days, 11:51:19, time: 2.049, data_time: 0.148, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8789, loss_cls: 1.2488, loss: 1.2488, grad_norm: 7.7997 2020-08-04 06:21:46,907 - mmaction - INFO - Epoch [71][2140/3757] lr: 1.000e-03, eta: 2 days, 11:50:37, time: 1.808, data_time: 0.008, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8586, loss_cls: 1.3944, loss: 1.3944, grad_norm: 8.4351 2020-08-04 06:22:31,082 - mmaction - INFO - Epoch [71][2160/3757] lr: 1.000e-03, eta: 2 days, 11:50:04, time: 2.208, data_time: 0.101, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8555, loss_cls: 1.3295, loss: 1.3295, grad_norm: 8.4109 2020-08-04 06:23:09,730 - mmaction - INFO - Epoch [71][2180/3757] lr: 1.000e-03, eta: 2 days, 11:49:25, time: 1.925, data_time: 0.192, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8734, loss_cls: 1.3002, loss: 1.3002, grad_norm: 8.3605 2020-08-04 06:23:52,240 - mmaction - INFO - Epoch [71][2200/3757] lr: 1.000e-03, eta: 2 days, 11:48:49, time: 2.132, data_time: 0.010, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2528, loss: 1.2528, grad_norm: 7.9988 2020-08-04 06:24:31,027 - mmaction - INFO - Epoch [71][2220/3757] lr: 1.000e-03, eta: 2 days, 11:48:10, time: 1.941, data_time: 0.006, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3321, loss: 1.3321, grad_norm: 8.5122 2020-08-04 06:25:09,863 - mmaction - INFO - Epoch [71][2240/3757] lr: 1.000e-03, eta: 2 days, 11:47:31, time: 1.941, data_time: 0.006, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8727, loss_cls: 1.2544, loss: 1.2544, grad_norm: 8.1405 2020-08-04 06:25:50,168 - mmaction - INFO - Epoch [71][2260/3757] lr: 1.000e-03, eta: 2 days, 11:46:54, time: 2.012, data_time: 0.002, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.3079, loss: 1.3079, grad_norm: 8.2399 2020-08-04 06:26:27,282 - mmaction - INFO - Epoch [71][2280/3757] lr: 1.000e-03, eta: 2 days, 11:46:12, time: 1.847, data_time: 0.035, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3464, loss: 1.3464, grad_norm: 8.1660 2020-08-04 06:27:02,792 - mmaction - INFO - Epoch [71][2300/3757] lr: 1.000e-03, eta: 2 days, 11:45:30, time: 1.786, data_time: 0.015, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.2607, loss: 1.2607, grad_norm: 8.1996 2020-08-04 06:27:41,721 - mmaction - INFO - Epoch [71][2320/3757] lr: 1.000e-03, eta: 2 days, 11:44:51, time: 1.940, data_time: 0.009, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8531, loss_cls: 1.3605, loss: 1.3605, grad_norm: 8.2839 2020-08-04 06:28:20,032 - mmaction - INFO - Epoch [71][2340/3757] lr: 1.000e-03, eta: 2 days, 11:44:11, time: 1.923, data_time: 0.013, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8562, loss_cls: 1.3167, loss: 1.3167, grad_norm: 7.8689 2020-08-04 06:28:59,431 - mmaction - INFO - Epoch [71][2360/3757] lr: 1.000e-03, eta: 2 days, 11:43:33, time: 1.967, data_time: 0.009, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8766, loss_cls: 1.2792, loss: 1.2792, grad_norm: 8.1652 2020-08-04 06:29:37,786 - mmaction - INFO - Epoch [71][2380/3757] lr: 1.000e-03, eta: 2 days, 11:42:53, time: 1.920, data_time: 0.110, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8531, loss_cls: 1.4166, loss: 1.4166, grad_norm: 8.5564 2020-08-04 06:30:19,810 - mmaction - INFO - Epoch [71][2400/3757] lr: 1.000e-03, eta: 2 days, 11:42:17, time: 2.097, data_time: 0.103, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.2868, loss: 1.2868, grad_norm: 8.0856 2020-08-04 06:30:58,335 - mmaction - INFO - Epoch [71][2420/3757] lr: 1.000e-03, eta: 2 days, 11:41:38, time: 1.933, data_time: 0.009, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3146, loss: 1.3146, grad_norm: 8.3189 2020-08-04 06:31:37,697 - mmaction - INFO - Epoch [71][2440/3757] lr: 1.000e-03, eta: 2 days, 11:40:59, time: 1.962, data_time: 0.007, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8820, loss_cls: 1.2730, loss: 1.2730, grad_norm: 8.3689 2020-08-04 06:32:16,166 - mmaction - INFO - Epoch [71][2460/3757] lr: 1.000e-03, eta: 2 days, 11:40:20, time: 1.926, data_time: 0.009, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8703, loss_cls: 1.3205, loss: 1.3205, grad_norm: 8.4086 2020-08-04 06:32:54,817 - mmaction - INFO - Epoch [71][2480/3757] lr: 1.000e-03, eta: 2 days, 11:39:41, time: 1.930, data_time: 0.011, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8648, loss_cls: 1.3258, loss: 1.3258, grad_norm: 8.3392 2020-08-04 06:33:32,628 - mmaction - INFO - Epoch [71][2500/3757] lr: 1.000e-03, eta: 2 days, 11:39:00, time: 1.894, data_time: 0.010, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8734, loss_cls: 1.2459, loss: 1.2459, grad_norm: 7.9122 2020-08-04 06:34:13,038 - mmaction - INFO - Epoch [71][2520/3757] lr: 1.000e-03, eta: 2 days, 11:38:23, time: 2.024, data_time: 0.006, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8773, loss_cls: 1.2437, loss: 1.2437, grad_norm: 8.0775 2020-08-04 06:34:51,779 - mmaction - INFO - Epoch [71][2540/3757] lr: 1.000e-03, eta: 2 days, 11:37:44, time: 1.935, data_time: 0.010, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8570, loss_cls: 1.3481, loss: 1.3481, grad_norm: 8.6588 2020-08-04 06:35:31,363 - mmaction - INFO - Epoch [71][2560/3757] lr: 1.000e-03, eta: 2 days, 11:37:06, time: 1.979, data_time: 0.010, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8633, loss_cls: 1.3528, loss: 1.3528, grad_norm: 8.4148 2020-08-04 06:36:08,114 - mmaction - INFO - Epoch [71][2580/3757] lr: 1.000e-03, eta: 2 days, 11:36:24, time: 1.838, data_time: 0.004, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8547, loss_cls: 1.3897, loss: 1.3897, grad_norm: 8.3687 2020-08-04 06:36:49,821 - mmaction - INFO - Epoch [71][2600/3757] lr: 1.000e-03, eta: 2 days, 11:35:48, time: 2.080, data_time: 0.009, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8648, loss_cls: 1.3769, loss: 1.3769, grad_norm: 8.4669 2020-08-04 06:37:27,054 - mmaction - INFO - Epoch [71][2620/3757] lr: 1.000e-03, eta: 2 days, 11:35:07, time: 1.868, data_time: 0.010, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8578, loss_cls: 1.3055, loss: 1.3055, grad_norm: 8.2561 2020-08-04 06:38:06,468 - mmaction - INFO - Epoch [71][2640/3757] lr: 1.000e-03, eta: 2 days, 11:34:29, time: 1.966, data_time: 0.008, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8672, loss_cls: 1.3200, loss: 1.3200, grad_norm: 8.3843 2020-08-04 06:38:42,407 - mmaction - INFO - Epoch [71][2660/3757] lr: 1.000e-03, eta: 2 days, 11:33:47, time: 1.801, data_time: 0.010, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2441, loss: 1.2441, grad_norm: 7.8728 2020-08-04 06:39:21,727 - mmaction - INFO - Epoch [71][2680/3757] lr: 1.000e-03, eta: 2 days, 11:33:08, time: 1.959, data_time: 0.308, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8617, loss_cls: 1.3399, loss: 1.3399, grad_norm: 8.3715 2020-08-04 06:39:58,966 - mmaction - INFO - Epoch [71][2700/3757] lr: 1.000e-03, eta: 2 days, 11:32:27, time: 1.870, data_time: 0.370, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.3020, loss: 1.3020, grad_norm: 8.5650 2020-08-04 06:40:41,133 - mmaction - INFO - Epoch [71][2720/3757] lr: 1.000e-03, eta: 2 days, 11:31:52, time: 2.100, data_time: 1.380, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8727, loss_cls: 1.2890, loss: 1.2890, grad_norm: 8.2193 2020-08-04 06:41:20,565 - mmaction - INFO - Epoch [71][2740/3757] lr: 1.000e-03, eta: 2 days, 11:31:13, time: 1.978, data_time: 0.325, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8477, loss_cls: 1.4176, loss: 1.4176, grad_norm: 8.4992 2020-08-04 06:41:58,073 - mmaction - INFO - Epoch [71][2760/3757] lr: 1.000e-03, eta: 2 days, 11:30:33, time: 1.874, data_time: 0.015, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2724, loss: 1.2724, grad_norm: 8.0725 2020-08-04 06:42:36,586 - mmaction - INFO - Epoch [71][2780/3757] lr: 1.000e-03, eta: 2 days, 11:29:53, time: 1.921, data_time: 0.008, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3784, loss: 1.3784, grad_norm: 8.2575 2020-08-04 06:43:16,907 - mmaction - INFO - Epoch [71][2800/3757] lr: 1.000e-03, eta: 2 days, 11:29:16, time: 2.018, data_time: 0.011, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8742, loss_cls: 1.3028, loss: 1.3028, grad_norm: 8.5023 2020-08-04 06:43:58,564 - mmaction - INFO - Epoch [71][2820/3757] lr: 1.000e-03, eta: 2 days, 11:28:40, time: 2.088, data_time: 0.010, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8805, loss_cls: 1.2960, loss: 1.2960, grad_norm: 8.4777 2020-08-04 06:44:35,330 - mmaction - INFO - Epoch [71][2840/3757] lr: 1.000e-03, eta: 2 days, 11:27:58, time: 1.834, data_time: 0.008, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.3790, loss: 1.3790, grad_norm: 8.3836 2020-08-04 06:45:17,274 - mmaction - INFO - Epoch [71][2860/3757] lr: 1.000e-03, eta: 2 days, 11:27:22, time: 2.097, data_time: 0.014, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8539, loss_cls: 1.3309, loss: 1.3309, grad_norm: 8.1717 2020-08-04 06:45:58,806 - mmaction - INFO - Epoch [71][2880/3757] lr: 1.000e-03, eta: 2 days, 11:26:46, time: 2.082, data_time: 0.010, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8508, loss_cls: 1.3803, loss: 1.3803, grad_norm: 8.4847 2020-08-04 06:46:32,777 - mmaction - INFO - Epoch [71][2900/3757] lr: 1.000e-03, eta: 2 days, 11:26:02, time: 1.691, data_time: 0.005, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8609, loss_cls: 1.3601, loss: 1.3601, grad_norm: 8.3971 2020-08-04 06:47:12,165 - mmaction - INFO - Epoch [71][2920/3757] lr: 1.000e-03, eta: 2 days, 11:25:23, time: 1.975, data_time: 0.011, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.2876, loss: 1.2876, grad_norm: 7.8949 2020-08-04 06:47:51,251 - mmaction - INFO - Epoch [71][2940/3757] lr: 1.000e-03, eta: 2 days, 11:24:44, time: 1.952, data_time: 0.008, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8766, loss_cls: 1.2716, loss: 1.2716, grad_norm: 8.2542 2020-08-04 06:48:28,453 - mmaction - INFO - Epoch [71][2960/3757] lr: 1.000e-03, eta: 2 days, 11:24:04, time: 1.862, data_time: 0.009, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.3307, loss: 1.3307, grad_norm: 8.3197 2020-08-04 06:49:11,185 - mmaction - INFO - Epoch [71][2980/3757] lr: 1.000e-03, eta: 2 days, 11:23:29, time: 2.129, data_time: 0.010, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8477, loss_cls: 1.3995, loss: 1.3995, grad_norm: 8.1265 2020-08-04 06:49:48,008 - mmaction - INFO - Epoch [71][3000/3757] lr: 1.000e-03, eta: 2 days, 11:22:47, time: 1.850, data_time: 0.744, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8711, loss_cls: 1.3088, loss: 1.3088, grad_norm: 8.5951 2020-08-04 06:50:30,102 - mmaction - INFO - Epoch [71][3020/3757] lr: 1.000e-03, eta: 2 days, 11:22:12, time: 2.100, data_time: 1.144, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8578, loss_cls: 1.3991, loss: 1.3991, grad_norm: 8.4052 2020-08-04 06:51:06,383 - mmaction - INFO - Epoch [71][3040/3757] lr: 1.000e-03, eta: 2 days, 11:21:30, time: 1.818, data_time: 0.925, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8688, loss_cls: 1.3153, loss: 1.3153, grad_norm: 8.5510 2020-08-04 06:51:46,602 - mmaction - INFO - Epoch [71][3060/3757] lr: 1.000e-03, eta: 2 days, 11:20:52, time: 2.005, data_time: 0.237, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8602, loss_cls: 1.3757, loss: 1.3757, grad_norm: 8.4799 2020-08-04 06:52:26,140 - mmaction - INFO - Epoch [71][3080/3757] lr: 1.000e-03, eta: 2 days, 11:20:14, time: 1.982, data_time: 0.397, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8656, loss_cls: 1.3241, loss: 1.3241, grad_norm: 8.1503 2020-08-04 06:53:04,508 - mmaction - INFO - Epoch [71][3100/3757] lr: 1.000e-03, eta: 2 days, 11:19:34, time: 1.916, data_time: 0.027, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8695, loss_cls: 1.3252, loss: 1.3252, grad_norm: 8.3851 2020-08-04 06:53:42,227 - mmaction - INFO - Epoch [71][3120/3757] lr: 1.000e-03, eta: 2 days, 11:18:54, time: 1.889, data_time: 0.018, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3561, loss: 1.3561, grad_norm: 8.2153 2020-08-04 06:54:24,432 - mmaction - INFO - Epoch [71][3140/3757] lr: 1.000e-03, eta: 2 days, 11:18:18, time: 2.112, data_time: 0.005, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8750, loss_cls: 1.2878, loss: 1.2878, grad_norm: 7.9438 2020-08-04 06:55:01,969 - mmaction - INFO - Epoch [71][3160/3757] lr: 1.000e-03, eta: 2 days, 11:17:38, time: 1.875, data_time: 0.089, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.3018, loss: 1.3018, grad_norm: 8.2333 2020-08-04 06:55:40,787 - mmaction - INFO - Epoch [71][3180/3757] lr: 1.000e-03, eta: 2 days, 11:16:59, time: 1.935, data_time: 0.010, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8695, loss_cls: 1.2775, loss: 1.2775, grad_norm: 7.9744 2020-08-04 06:56:19,701 - mmaction - INFO - Epoch [71][3200/3757] lr: 1.000e-03, eta: 2 days, 11:16:20, time: 1.951, data_time: 0.009, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8672, loss_cls: 1.3203, loss: 1.3203, grad_norm: 8.1782 2020-08-04 06:56:57,601 - mmaction - INFO - Epoch [71][3220/3757] lr: 1.000e-03, eta: 2 days, 11:15:40, time: 1.895, data_time: 0.014, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.3282, loss: 1.3282, grad_norm: 8.4287 2020-08-04 06:57:37,843 - mmaction - INFO - Epoch [71][3240/3757] lr: 1.000e-03, eta: 2 days, 11:15:02, time: 2.012, data_time: 0.004, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2497, loss: 1.2497, grad_norm: 7.7397 2020-08-04 06:58:16,450 - mmaction - INFO - Epoch [71][3260/3757] lr: 1.000e-03, eta: 2 days, 11:14:23, time: 1.928, data_time: 0.009, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8797, loss_cls: 1.2174, loss: 1.2174, grad_norm: 8.0817 2020-08-04 06:58:54,243 - mmaction - INFO - Epoch [71][3280/3757] lr: 1.000e-03, eta: 2 days, 11:13:43, time: 1.892, data_time: 0.045, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.3413, loss: 1.3413, grad_norm: 8.2392 2020-08-04 06:59:35,977 - mmaction - INFO - Epoch [71][3300/3757] lr: 1.000e-03, eta: 2 days, 11:13:06, time: 2.082, data_time: 0.022, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8547, loss_cls: 1.3520, loss: 1.3520, grad_norm: 8.2809 2020-08-04 07:00:16,302 - mmaction - INFO - Epoch [71][3320/3757] lr: 1.000e-03, eta: 2 days, 11:12:29, time: 2.008, data_time: 0.010, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2518, loss: 1.2518, grad_norm: 8.0211 2020-08-04 07:00:55,209 - mmaction - INFO - Epoch [71][3340/3757] lr: 1.000e-03, eta: 2 days, 11:11:50, time: 1.958, data_time: 0.032, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3616, loss: 1.3616, grad_norm: 8.3017 2020-08-04 07:01:36,410 - mmaction - INFO - Epoch [71][3360/3757] lr: 1.000e-03, eta: 2 days, 11:11:13, time: 2.055, data_time: 0.009, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8625, loss_cls: 1.3138, loss: 1.3138, grad_norm: 8.0207 2020-08-04 07:02:15,169 - mmaction - INFO - Epoch [71][3380/3757] lr: 1.000e-03, eta: 2 days, 11:10:34, time: 1.943, data_time: 0.010, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8641, loss_cls: 1.3346, loss: 1.3346, grad_norm: 8.4786 2020-08-04 07:02:51,837 - mmaction - INFO - Epoch [71][3400/3757] lr: 1.000e-03, eta: 2 days, 11:09:53, time: 1.831, data_time: 0.502, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8539, loss_cls: 1.3148, loss: 1.3148, grad_norm: 8.0707 2020-08-04 07:03:32,388 - mmaction - INFO - Epoch [71][3420/3757] lr: 1.000e-03, eta: 2 days, 11:09:15, time: 2.027, data_time: 1.140, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.3835, loss: 1.3835, grad_norm: 8.6703 2020-08-04 07:04:10,384 - mmaction - INFO - Epoch [71][3440/3757] lr: 1.000e-03, eta: 2 days, 11:08:35, time: 1.902, data_time: 0.733, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8742, loss_cls: 1.3122, loss: 1.3122, grad_norm: 8.4871 2020-08-04 07:04:48,252 - mmaction - INFO - Epoch [71][3460/3757] lr: 1.000e-03, eta: 2 days, 11:07:55, time: 1.888, data_time: 0.988, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8539, loss_cls: 1.3558, loss: 1.3558, grad_norm: 8.5539 2020-08-04 07:05:27,208 - mmaction - INFO - Epoch [71][3480/3757] lr: 1.000e-03, eta: 2 days, 11:07:16, time: 1.949, data_time: 1.148, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8719, loss_cls: 1.2834, loss: 1.2834, grad_norm: 8.3208 2020-08-04 07:06:06,104 - mmaction - INFO - Epoch [71][3500/3757] lr: 1.000e-03, eta: 2 days, 11:06:37, time: 1.946, data_time: 1.051, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.4392, loss: 1.4392, grad_norm: 8.3211 2020-08-04 07:06:45,613 - mmaction - INFO - Epoch [71][3520/3757] lr: 1.000e-03, eta: 2 days, 11:05:59, time: 1.979, data_time: 1.169, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8625, loss_cls: 1.3724, loss: 1.3724, grad_norm: 8.4465 2020-08-04 07:07:25,335 - mmaction - INFO - Epoch [71][3540/3757] lr: 1.000e-03, eta: 2 days, 11:05:20, time: 1.978, data_time: 1.408, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2774, loss: 1.2774, grad_norm: 8.3329 2020-08-04 07:08:04,175 - mmaction - INFO - Epoch [71][3560/3757] lr: 1.000e-03, eta: 2 days, 11:04:41, time: 1.949, data_time: 0.434, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8602, loss_cls: 1.3398, loss: 1.3398, grad_norm: 8.3010 2020-08-04 07:08:44,516 - mmaction - INFO - Epoch [71][3580/3757] lr: 1.000e-03, eta: 2 days, 11:04:04, time: 2.018, data_time: 0.297, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3808, loss: 1.3808, grad_norm: 8.5375 2020-08-04 07:09:21,772 - mmaction - INFO - Epoch [71][3600/3757] lr: 1.000e-03, eta: 2 days, 11:03:23, time: 1.862, data_time: 0.214, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8711, loss_cls: 1.2821, loss: 1.2821, grad_norm: 8.2345 2020-08-04 07:09:57,912 - mmaction - INFO - Epoch [71][3620/3757] lr: 1.000e-03, eta: 2 days, 11:02:41, time: 1.808, data_time: 0.115, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2929, loss: 1.2929, grad_norm: 7.8560 2020-08-04 07:10:39,101 - mmaction - INFO - Epoch [71][3640/3757] lr: 1.000e-03, eta: 2 days, 11:02:05, time: 2.059, data_time: 0.003, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8695, loss_cls: 1.3378, loss: 1.3378, grad_norm: 8.4077 2020-08-04 07:11:17,249 - mmaction - INFO - Epoch [71][3660/3757] lr: 1.000e-03, eta: 2 days, 11:01:25, time: 1.900, data_time: 0.012, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.2106, loss: 1.2106, grad_norm: 8.2201 2020-08-04 07:11:57,646 - mmaction - INFO - Epoch [71][3680/3757] lr: 1.000e-03, eta: 2 days, 11:00:47, time: 2.026, data_time: 0.010, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.2703, loss: 1.2703, grad_norm: 8.0098 2020-08-04 07:12:40,543 - mmaction - INFO - Epoch [71][3700/3757] lr: 1.000e-03, eta: 2 days, 11:00:12, time: 2.139, data_time: 0.876, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8727, loss_cls: 1.3040, loss: 1.3040, grad_norm: 8.2685 2020-08-04 07:13:16,450 - mmaction - INFO - Epoch [71][3720/3757] lr: 1.000e-03, eta: 2 days, 10:59:30, time: 1.800, data_time: 0.939, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3150, loss: 1.3150, grad_norm: 8.3622 2020-08-04 07:13:57,881 - mmaction - INFO - Epoch [71][3740/3757] lr: 1.000e-03, eta: 2 days, 10:58:54, time: 2.072, data_time: 0.136, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8445, loss_cls: 1.3950, loss: 1.3950, grad_norm: 8.5632 2020-08-04 07:14:22,875 - mmaction - INFO - Saving checkpoint at 71 epochs 2020-08-04 07:15:22,476 - mmaction - INFO - Epoch [72][20/3757] lr: 1.000e-03, eta: 2 days, 10:57:27, time: 2.895, data_time: 1.514, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3170, loss: 1.3170, grad_norm: 8.2835 2020-08-04 07:16:02,018 - mmaction - INFO - Epoch [72][40/3757] lr: 1.000e-03, eta: 2 days, 10:56:49, time: 1.980, data_time: 0.012, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2784, loss: 1.2784, grad_norm: 8.1302 2020-08-04 07:16:40,924 - mmaction - INFO - Epoch [72][60/3757] lr: 1.000e-03, eta: 2 days, 10:56:10, time: 1.946, data_time: 0.396, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.3534, loss: 1.3534, grad_norm: 8.2218 2020-08-04 07:17:19,267 - mmaction - INFO - Epoch [72][80/3757] lr: 1.000e-03, eta: 2 days, 10:55:30, time: 1.917, data_time: 0.385, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.2318, loss: 1.2318, grad_norm: 7.9002 2020-08-04 07:17:59,923 - mmaction - INFO - Epoch [72][100/3757] lr: 1.000e-03, eta: 2 days, 10:54:53, time: 2.027, data_time: 0.968, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8766, loss_cls: 1.2549, loss: 1.2549, grad_norm: 8.0829 2020-08-04 07:18:37,659 - mmaction - INFO - Epoch [72][120/3757] lr: 1.000e-03, eta: 2 days, 10:54:13, time: 1.892, data_time: 1.142, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8586, loss_cls: 1.3405, loss: 1.3405, grad_norm: 8.2949 2020-08-04 07:19:17,960 - mmaction - INFO - Epoch [72][140/3757] lr: 1.000e-03, eta: 2 days, 10:53:35, time: 2.012, data_time: 1.250, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8812, loss_cls: 1.2583, loss: 1.2583, grad_norm: 8.2785 2020-08-04 07:19:54,564 - mmaction - INFO - Epoch [72][160/3757] lr: 1.000e-03, eta: 2 days, 10:52:53, time: 1.825, data_time: 0.960, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8570, loss_cls: 1.3095, loss: 1.3095, grad_norm: 8.4060 2020-08-04 07:20:34,461 - mmaction - INFO - Epoch [72][180/3757] lr: 1.000e-03, eta: 2 days, 10:52:16, time: 2.002, data_time: 1.319, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8781, loss_cls: 1.2491, loss: 1.2491, grad_norm: 8.3596 2020-08-04 07:21:11,222 - mmaction - INFO - Epoch [72][200/3757] lr: 1.000e-03, eta: 2 days, 10:51:34, time: 1.837, data_time: 0.332, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3344, loss: 1.3344, grad_norm: 8.1177 2020-08-04 07:21:50,601 - mmaction - INFO - Epoch [72][220/3757] lr: 1.000e-03, eta: 2 days, 10:50:56, time: 1.972, data_time: 0.553, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8609, loss_cls: 1.3911, loss: 1.3911, grad_norm: 8.4310 2020-08-04 07:22:28,208 - mmaction - INFO - Epoch [72][240/3757] lr: 1.000e-03, eta: 2 days, 10:50:15, time: 1.882, data_time: 0.135, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.1922, loss: 1.1922, grad_norm: 7.9595 2020-08-04 07:23:08,156 - mmaction - INFO - Epoch [72][260/3757] lr: 1.000e-03, eta: 2 days, 10:49:37, time: 1.994, data_time: 0.024, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8578, loss_cls: 1.3556, loss: 1.3556, grad_norm: 8.3208 2020-08-04 07:23:44,153 - mmaction - INFO - Epoch [72][280/3757] lr: 1.000e-03, eta: 2 days, 10:48:55, time: 1.800, data_time: 0.545, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3321, loss: 1.3321, grad_norm: 8.3420 2020-08-04 07:24:24,966 - mmaction - INFO - Epoch [72][300/3757] lr: 1.000e-03, eta: 2 days, 10:48:18, time: 2.042, data_time: 1.013, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8695, loss_cls: 1.2933, loss: 1.2933, grad_norm: 8.2380 2020-08-04 07:25:04,209 - mmaction - INFO - Epoch [72][320/3757] lr: 1.000e-03, eta: 2 days, 10:47:40, time: 1.964, data_time: 0.236, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3037, loss: 1.3037, grad_norm: 8.2123 2020-08-04 07:25:40,372 - mmaction - INFO - Epoch [72][340/3757] lr: 1.000e-03, eta: 2 days, 10:46:58, time: 1.808, data_time: 0.220, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8633, loss_cls: 1.2989, loss: 1.2989, grad_norm: 8.0395 2020-08-04 07:26:18,979 - mmaction - INFO - Epoch [72][360/3757] lr: 1.000e-03, eta: 2 days, 10:46:18, time: 1.930, data_time: 0.215, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8742, loss_cls: 1.3124, loss: 1.3124, grad_norm: 8.3469 2020-08-04 07:26:56,726 - mmaction - INFO - Epoch [72][380/3757] lr: 1.000e-03, eta: 2 days, 10:45:38, time: 1.884, data_time: 0.180, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8633, loss_cls: 1.3188, loss: 1.3188, grad_norm: 8.1393 2020-08-04 07:27:36,979 - mmaction - INFO - Epoch [72][400/3757] lr: 1.000e-03, eta: 2 days, 10:45:01, time: 2.016, data_time: 0.027, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8719, loss_cls: 1.2283, loss: 1.2283, grad_norm: 8.2708 2020-08-04 07:28:12,365 - mmaction - INFO - Epoch [72][420/3757] lr: 1.000e-03, eta: 2 days, 10:44:18, time: 1.768, data_time: 0.033, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8570, loss_cls: 1.3741, loss: 1.3741, grad_norm: 8.5369 2020-08-04 07:28:53,696 - mmaction - INFO - Epoch [72][440/3757] lr: 1.000e-03, eta: 2 days, 10:43:41, time: 2.068, data_time: 0.005, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3502, loss: 1.3502, grad_norm: 8.4795 2020-08-04 07:29:35,812 - mmaction - INFO - Epoch [72][460/3757] lr: 1.000e-03, eta: 2 days, 10:43:06, time: 2.101, data_time: 0.008, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8531, loss_cls: 1.3434, loss: 1.3434, grad_norm: 8.3171 2020-08-04 07:30:14,221 - mmaction - INFO - Epoch [72][480/3757] lr: 1.000e-03, eta: 2 days, 10:42:26, time: 1.918, data_time: 0.008, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8523, loss_cls: 1.3763, loss: 1.3763, grad_norm: 8.4863 2020-08-04 07:30:52,343 - mmaction - INFO - Epoch [72][500/3757] lr: 1.000e-03, eta: 2 days, 10:41:46, time: 1.914, data_time: 0.010, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3421, loss: 1.3421, grad_norm: 8.0390 2020-08-04 07:31:33,411 - mmaction - INFO - Epoch [72][520/3757] lr: 1.000e-03, eta: 2 days, 10:41:09, time: 2.052, data_time: 0.007, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4069, loss: 1.4069, grad_norm: 8.6158 2020-08-04 07:32:13,294 - mmaction - INFO - Epoch [72][540/3757] lr: 1.000e-03, eta: 2 days, 10:40:31, time: 1.996, data_time: 0.104, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3397, loss: 1.3397, grad_norm: 8.3877 2020-08-04 07:32:51,586 - mmaction - INFO - Epoch [72][560/3757] lr: 1.000e-03, eta: 2 days, 10:39:52, time: 1.913, data_time: 0.097, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8828, loss_cls: 1.2080, loss: 1.2080, grad_norm: 8.2348 2020-08-04 07:33:29,885 - mmaction - INFO - Epoch [72][580/3757] lr: 1.000e-03, eta: 2 days, 10:39:12, time: 1.916, data_time: 0.013, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8406, loss_cls: 1.4095, loss: 1.4095, grad_norm: 8.4171 2020-08-04 07:34:07,627 - mmaction - INFO - Epoch [72][600/3757] lr: 1.000e-03, eta: 2 days, 10:38:32, time: 1.886, data_time: 0.002, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.3360, loss: 1.3360, grad_norm: 8.3504 2020-08-04 07:34:46,108 - mmaction - INFO - Epoch [72][620/3757] lr: 1.000e-03, eta: 2 days, 10:37:52, time: 1.921, data_time: 0.026, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8594, loss_cls: 1.3244, loss: 1.3244, grad_norm: 8.1636 2020-08-04 07:35:25,396 - mmaction - INFO - Epoch [72][640/3757] lr: 1.000e-03, eta: 2 days, 10:37:14, time: 1.969, data_time: 0.040, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8812, loss_cls: 1.2163, loss: 1.2163, grad_norm: 8.1382 2020-08-04 07:36:06,585 - mmaction - INFO - Epoch [72][660/3757] lr: 1.000e-03, eta: 2 days, 10:36:37, time: 2.057, data_time: 0.002, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.1938, loss: 1.1938, grad_norm: 7.8497 2020-08-04 07:36:42,802 - mmaction - INFO - Epoch [72][680/3757] lr: 1.000e-03, eta: 2 days, 10:35:55, time: 1.807, data_time: 0.228, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.3528, loss: 1.3528, grad_norm: 8.4554 2020-08-04 07:37:22,533 - mmaction - INFO - Epoch [72][700/3757] lr: 1.000e-03, eta: 2 days, 10:35:17, time: 1.991, data_time: 0.276, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2452, loss: 1.2452, grad_norm: 7.8793 2020-08-04 07:37:58,456 - mmaction - INFO - Epoch [72][720/3757] lr: 1.000e-03, eta: 2 days, 10:34:35, time: 1.796, data_time: 0.492, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.2915, loss: 1.2915, grad_norm: 8.0621 2020-08-04 07:38:36,921 - mmaction - INFO - Epoch [72][740/3757] lr: 1.000e-03, eta: 2 days, 10:33:56, time: 1.923, data_time: 0.606, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8578, loss_cls: 1.3380, loss: 1.3380, grad_norm: 8.3928 2020-08-04 07:39:14,753 - mmaction - INFO - Epoch [72][760/3757] lr: 1.000e-03, eta: 2 days, 10:33:15, time: 1.887, data_time: 0.532, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8695, loss_cls: 1.3319, loss: 1.3319, grad_norm: 8.4372 2020-08-04 07:39:54,727 - mmaction - INFO - Epoch [72][780/3757] lr: 1.000e-03, eta: 2 days, 10:32:38, time: 2.004, data_time: 0.160, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.3311, loss: 1.3311, grad_norm: 8.3589 2020-08-04 07:40:36,723 - mmaction - INFO - Epoch [72][800/3757] lr: 1.000e-03, eta: 2 days, 10:32:02, time: 2.101, data_time: 0.009, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.2898, loss: 1.2898, grad_norm: 8.3151 2020-08-04 07:41:11,952 - mmaction - INFO - Epoch [72][820/3757] lr: 1.000e-03, eta: 2 days, 10:31:19, time: 1.760, data_time: 0.073, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8516, loss_cls: 1.3217, loss: 1.3217, grad_norm: 8.1781 2020-08-04 07:41:52,524 - mmaction - INFO - Epoch [72][840/3757] lr: 1.000e-03, eta: 2 days, 10:30:42, time: 2.029, data_time: 0.083, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8617, loss_cls: 1.3421, loss: 1.3421, grad_norm: 8.4989 2020-08-04 07:42:32,677 - mmaction - INFO - Epoch [72][860/3757] lr: 1.000e-03, eta: 2 days, 10:30:04, time: 2.008, data_time: 0.028, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.3107, loss: 1.3107, grad_norm: 8.3674 2020-08-04 07:43:12,118 - mmaction - INFO - Epoch [72][880/3757] lr: 1.000e-03, eta: 2 days, 10:29:25, time: 1.972, data_time: 0.209, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.3661, loss: 1.3661, grad_norm: 8.6335 2020-08-04 07:43:51,187 - mmaction - INFO - Epoch [72][900/3757] lr: 1.000e-03, eta: 2 days, 10:28:46, time: 1.946, data_time: 1.368, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8742, loss_cls: 1.3139, loss: 1.3139, grad_norm: 8.1018 2020-08-04 07:44:24,285 - mmaction - INFO - Epoch [72][920/3757] lr: 1.000e-03, eta: 2 days, 10:28:01, time: 1.662, data_time: 0.949, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8734, loss_cls: 1.2582, loss: 1.2582, grad_norm: 8.1471 2020-08-04 07:45:08,610 - mmaction - INFO - Epoch [72][940/3757] lr: 1.000e-03, eta: 2 days, 10:27:28, time: 2.218, data_time: 0.395, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8562, loss_cls: 1.3001, loss: 1.3001, grad_norm: 8.1462 2020-08-04 07:45:44,378 - mmaction - INFO - Epoch [72][960/3757] lr: 1.000e-03, eta: 2 days, 10:26:46, time: 1.788, data_time: 0.002, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8789, loss_cls: 1.2550, loss: 1.2550, grad_norm: 8.3348 2020-08-04 07:46:24,645 - mmaction - INFO - Epoch [72][980/3757] lr: 1.000e-03, eta: 2 days, 10:26:08, time: 2.007, data_time: 0.319, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8609, loss_cls: 1.3751, loss: 1.3751, grad_norm: 8.2288 2020-08-04 07:47:07,372 - mmaction - INFO - Epoch [72][1000/3757] lr: 1.000e-03, eta: 2 days, 10:25:33, time: 2.139, data_time: 0.202, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8734, loss_cls: 1.2797, loss: 1.2797, grad_norm: 8.2818 2020-08-04 07:47:45,915 - mmaction - INFO - Epoch [72][1020/3757] lr: 1.000e-03, eta: 2 days, 10:24:54, time: 1.928, data_time: 0.012, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.2732, loss: 1.2732, grad_norm: 8.0161 2020-08-04 07:48:25,417 - mmaction - INFO - Epoch [72][1040/3757] lr: 1.000e-03, eta: 2 days, 10:24:15, time: 1.979, data_time: 0.094, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8664, loss_cls: 1.3007, loss: 1.3007, grad_norm: 8.2142 2020-08-04 07:49:06,532 - mmaction - INFO - Epoch [72][1060/3757] lr: 1.000e-03, eta: 2 days, 10:23:38, time: 2.047, data_time: 0.071, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1717, loss: 1.1717, grad_norm: 7.7656 2020-08-04 07:49:40,316 - mmaction - INFO - Epoch [72][1080/3757] lr: 1.000e-03, eta: 2 days, 10:22:54, time: 1.697, data_time: 0.080, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8766, loss_cls: 1.2789, loss: 1.2789, grad_norm: 8.2479 2020-08-04 07:50:23,986 - mmaction - INFO - Epoch [72][1100/3757] lr: 1.000e-03, eta: 2 days, 10:22:20, time: 2.180, data_time: 0.011, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8773, loss_cls: 1.2473, loss: 1.2473, grad_norm: 8.0971 2020-08-04 07:51:03,889 - mmaction - INFO - Epoch [72][1120/3757] lr: 1.000e-03, eta: 2 days, 10:21:42, time: 1.999, data_time: 0.960, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.2806, loss: 1.2806, grad_norm: 8.3332 2020-08-04 07:51:40,228 - mmaction - INFO - Epoch [72][1140/3757] lr: 1.000e-03, eta: 2 days, 10:21:00, time: 1.810, data_time: 0.890, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8461, loss_cls: 1.3826, loss: 1.3826, grad_norm: 8.6031 2020-08-04 07:52:24,862 - mmaction - INFO - Epoch [72][1160/3757] lr: 1.000e-03, eta: 2 days, 10:20:27, time: 2.234, data_time: 0.879, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8633, loss_cls: 1.3044, loss: 1.3044, grad_norm: 8.2609 2020-08-04 07:52:57,699 - mmaction - INFO - Epoch [72][1180/3757] lr: 1.000e-03, eta: 2 days, 10:19:42, time: 1.645, data_time: 0.016, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8703, loss_cls: 1.3280, loss: 1.3280, grad_norm: 8.4564 2020-08-04 07:53:38,153 - mmaction - INFO - Epoch [72][1200/3757] lr: 1.000e-03, eta: 2 days, 10:19:04, time: 2.021, data_time: 0.762, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8766, loss_cls: 1.1789, loss: 1.1789, grad_norm: 7.8809 2020-08-04 07:54:20,296 - mmaction - INFO - Epoch [72][1220/3757] lr: 1.000e-03, eta: 2 days, 10:18:29, time: 2.106, data_time: 0.692, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8727, loss_cls: 1.2956, loss: 1.2956, grad_norm: 8.1522 2020-08-04 07:55:00,028 - mmaction - INFO - Epoch [72][1240/3757] lr: 1.000e-03, eta: 2 days, 10:17:50, time: 1.982, data_time: 1.236, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8578, loss_cls: 1.3127, loss: 1.3127, grad_norm: 8.1954 2020-08-04 07:55:38,966 - mmaction - INFO - Epoch [72][1260/3757] lr: 1.000e-03, eta: 2 days, 10:17:11, time: 1.952, data_time: 1.373, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8570, loss_cls: 1.3084, loss: 1.3084, grad_norm: 8.3812 2020-08-04 07:56:18,575 - mmaction - INFO - Epoch [72][1280/3757] lr: 1.000e-03, eta: 2 days, 10:16:33, time: 1.973, data_time: 1.404, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8766, loss_cls: 1.2853, loss: 1.2853, grad_norm: 8.1478 2020-08-04 07:56:59,391 - mmaction - INFO - Epoch [72][1300/3757] lr: 1.000e-03, eta: 2 days, 10:15:56, time: 2.047, data_time: 1.461, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8555, loss_cls: 1.3831, loss: 1.3831, grad_norm: 8.8423 2020-08-04 07:57:36,063 - mmaction - INFO - Epoch [72][1320/3757] lr: 1.000e-03, eta: 2 days, 10:15:15, time: 1.837, data_time: 1.205, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8711, loss_cls: 1.2931, loss: 1.2931, grad_norm: 8.1790 2020-08-04 07:58:17,571 - mmaction - INFO - Epoch [72][1340/3757] lr: 1.000e-03, eta: 2 days, 10:14:38, time: 2.076, data_time: 1.450, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8688, loss_cls: 1.2357, loss: 1.2357, grad_norm: 7.9124 2020-08-04 07:58:53,842 - mmaction - INFO - Epoch [72][1360/3757] lr: 1.000e-03, eta: 2 days, 10:13:57, time: 1.814, data_time: 0.716, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.3666, loss: 1.3666, grad_norm: 8.5474 2020-08-04 07:59:32,799 - mmaction - INFO - Epoch [72][1380/3757] lr: 1.000e-03, eta: 2 days, 10:13:17, time: 1.937, data_time: 0.200, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8719, loss_cls: 1.2755, loss: 1.2755, grad_norm: 8.2124 2020-08-04 08:00:11,198 - mmaction - INFO - Epoch [72][1400/3757] lr: 1.000e-03, eta: 2 days, 10:12:38, time: 1.920, data_time: 0.387, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8688, loss_cls: 1.3023, loss: 1.3023, grad_norm: 8.2872 2020-08-04 08:00:50,579 - mmaction - INFO - Epoch [72][1420/3757] lr: 1.000e-03, eta: 2 days, 10:12:00, time: 1.979, data_time: 0.122, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8609, loss_cls: 1.3361, loss: 1.3361, grad_norm: 8.3131 2020-08-04 08:01:32,034 - mmaction - INFO - Epoch [72][1440/3757] lr: 1.000e-03, eta: 2 days, 10:11:23, time: 2.073, data_time: 0.009, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8727, loss_cls: 1.2769, loss: 1.2769, grad_norm: 8.3356 2020-08-04 08:02:07,607 - mmaction - INFO - Epoch [72][1460/3757] lr: 1.000e-03, eta: 2 days, 10:10:41, time: 1.777, data_time: 0.010, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8641, loss_cls: 1.2693, loss: 1.2693, grad_norm: 8.1198 2020-08-04 08:02:45,329 - mmaction - INFO - Epoch [72][1480/3757] lr: 1.000e-03, eta: 2 days, 10:10:00, time: 1.885, data_time: 0.013, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.3754, loss: 1.3754, grad_norm: 8.4018 2020-08-04 08:03:26,726 - mmaction - INFO - Epoch [72][1500/3757] lr: 1.000e-03, eta: 2 days, 10:09:24, time: 2.073, data_time: 0.010, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8727, loss_cls: 1.3213, loss: 1.3213, grad_norm: 8.4654 2020-08-04 08:04:04,379 - mmaction - INFO - Epoch [72][1520/3757] lr: 1.000e-03, eta: 2 days, 10:08:44, time: 1.883, data_time: 0.013, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8648, loss_cls: 1.3385, loss: 1.3385, grad_norm: 8.5389 2020-08-04 08:04:45,255 - mmaction - INFO - Epoch [72][1540/3757] lr: 1.000e-03, eta: 2 days, 10:08:06, time: 2.036, data_time: 0.007, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8617, loss_cls: 1.2521, loss: 1.2521, grad_norm: 8.1520 2020-08-04 08:05:24,990 - mmaction - INFO - Epoch [72][1560/3757] lr: 1.000e-03, eta: 2 days, 10:07:28, time: 1.986, data_time: 0.011, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8586, loss_cls: 1.2752, loss: 1.2752, grad_norm: 7.9992 2020-08-04 08:06:03,161 - mmaction - INFO - Epoch [72][1580/3757] lr: 1.000e-03, eta: 2 days, 10:06:49, time: 1.914, data_time: 0.011, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8570, loss_cls: 1.3820, loss: 1.3820, grad_norm: 8.1863 2020-08-04 08:06:41,897 - mmaction - INFO - Epoch [72][1600/3757] lr: 1.000e-03, eta: 2 days, 10:06:09, time: 1.940, data_time: 0.011, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8633, loss_cls: 1.2897, loss: 1.2897, grad_norm: 8.0306 2020-08-04 08:07:19,669 - mmaction - INFO - Epoch [72][1620/3757] lr: 1.000e-03, eta: 2 days, 10:05:29, time: 1.881, data_time: 0.008, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8711, loss_cls: 1.2946, loss: 1.2946, grad_norm: 8.2576 2020-08-04 08:07:59,426 - mmaction - INFO - Epoch [72][1640/3757] lr: 1.000e-03, eta: 2 days, 10:04:51, time: 1.996, data_time: 0.021, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2576, loss: 1.2576, grad_norm: 8.1561 2020-08-04 08:08:39,689 - mmaction - INFO - Epoch [72][1660/3757] lr: 1.000e-03, eta: 2 days, 10:04:13, time: 2.007, data_time: 0.015, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8562, loss_cls: 1.3179, loss: 1.3179, grad_norm: 8.3918 2020-08-04 08:09:17,866 - mmaction - INFO - Epoch [72][1680/3757] lr: 1.000e-03, eta: 2 days, 10:03:34, time: 1.913, data_time: 0.018, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8711, loss_cls: 1.2966, loss: 1.2966, grad_norm: 8.3181 2020-08-04 08:09:57,001 - mmaction - INFO - Epoch [72][1700/3757] lr: 1.000e-03, eta: 2 days, 10:02:55, time: 1.958, data_time: 0.010, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.1769, loss: 1.1769, grad_norm: 8.0531 2020-08-04 08:10:34,584 - mmaction - INFO - Epoch [72][1720/3757] lr: 1.000e-03, eta: 2 days, 10:02:14, time: 1.876, data_time: 0.003, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8789, loss_cls: 1.2943, loss: 1.2943, grad_norm: 8.5817 2020-08-04 08:11:12,949 - mmaction - INFO - Epoch [72][1740/3757] lr: 1.000e-03, eta: 2 days, 10:01:35, time: 1.917, data_time: 0.011, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.2012, loss: 1.2012, grad_norm: 8.1410 2020-08-04 08:11:50,427 - mmaction - INFO - Epoch [72][1760/3757] lr: 1.000e-03, eta: 2 days, 10:00:54, time: 1.877, data_time: 0.013, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8641, loss_cls: 1.2729, loss: 1.2729, grad_norm: 8.3914 2020-08-04 08:12:31,021 - mmaction - INFO - Epoch [72][1780/3757] lr: 1.000e-03, eta: 2 days, 10:00:17, time: 2.020, data_time: 0.927, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8555, loss_cls: 1.3221, loss: 1.3221, grad_norm: 8.4104 2020-08-04 08:13:09,862 - mmaction - INFO - Epoch [72][1800/3757] lr: 1.000e-03, eta: 2 days, 9:59:38, time: 1.952, data_time: 0.786, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.4128, loss: 1.4128, grad_norm: 8.4555 2020-08-04 08:13:47,914 - mmaction - INFO - Epoch [72][1820/3757] lr: 1.000e-03, eta: 2 days, 9:58:58, time: 1.893, data_time: 0.042, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8719, loss_cls: 1.3347, loss: 1.3347, grad_norm: 8.5643 2020-08-04 08:14:27,886 - mmaction - INFO - Epoch [72][1840/3757] lr: 1.000e-03, eta: 2 days, 9:58:20, time: 2.008, data_time: 0.012, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8602, loss_cls: 1.3550, loss: 1.3550, grad_norm: 8.4794 2020-08-04 08:15:09,746 - mmaction - INFO - Epoch [72][1860/3757] lr: 1.000e-03, eta: 2 days, 9:57:44, time: 2.093, data_time: 0.007, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8688, loss_cls: 1.2502, loss: 1.2502, grad_norm: 8.1353 2020-08-04 08:15:50,006 - mmaction - INFO - Epoch [72][1880/3757] lr: 1.000e-03, eta: 2 days, 9:57:06, time: 2.012, data_time: 0.013, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8633, loss_cls: 1.3918, loss: 1.3918, grad_norm: 8.6812 2020-08-04 08:16:28,940 - mmaction - INFO - Epoch [72][1900/3757] lr: 1.000e-03, eta: 2 days, 9:56:27, time: 1.942, data_time: 0.007, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8547, loss_cls: 1.3235, loss: 1.3235, grad_norm: 8.1820 2020-08-04 08:17:05,461 - mmaction - INFO - Epoch [72][1920/3757] lr: 1.000e-03, eta: 2 days, 9:55:46, time: 1.830, data_time: 0.010, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8641, loss_cls: 1.3358, loss: 1.3358, grad_norm: 8.2288 2020-08-04 08:17:45,469 - mmaction - INFO - Epoch [72][1940/3757] lr: 1.000e-03, eta: 2 days, 9:55:08, time: 1.994, data_time: 0.171, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8570, loss_cls: 1.2942, loss: 1.2942, grad_norm: 8.2844 2020-08-04 08:18:25,416 - mmaction - INFO - Epoch [72][1960/3757] lr: 1.000e-03, eta: 2 days, 9:54:30, time: 2.003, data_time: 0.819, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3525, loss: 1.3525, grad_norm: 8.2414 2020-08-04 08:19:01,033 - mmaction - INFO - Epoch [72][1980/3757] lr: 1.000e-03, eta: 2 days, 9:53:48, time: 1.781, data_time: 0.985, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8703, loss_cls: 1.2979, loss: 1.2979, grad_norm: 8.2625 2020-08-04 08:19:42,277 - mmaction - INFO - Epoch [72][2000/3757] lr: 1.000e-03, eta: 2 days, 9:53:11, time: 2.062, data_time: 0.690, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8633, loss_cls: 1.3399, loss: 1.3399, grad_norm: 8.0514 2020-08-04 08:20:22,158 - mmaction - INFO - Epoch [72][2020/3757] lr: 1.000e-03, eta: 2 days, 9:52:33, time: 1.991, data_time: 0.911, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8586, loss_cls: 1.3492, loss: 1.3492, grad_norm: 8.4094 2020-08-04 08:20:58,559 - mmaction - INFO - Epoch [72][2040/3757] lr: 1.000e-03, eta: 2 days, 9:51:51, time: 1.824, data_time: 0.604, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8695, loss_cls: 1.2972, loss: 1.2972, grad_norm: 8.4415 2020-08-04 08:21:37,586 - mmaction - INFO - Epoch [72][2060/3757] lr: 1.000e-03, eta: 2 days, 9:51:12, time: 1.944, data_time: 0.009, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8734, loss_cls: 1.2981, loss: 1.2981, grad_norm: 8.4575 2020-08-04 08:22:17,644 - mmaction - INFO - Epoch [72][2080/3757] lr: 1.000e-03, eta: 2 days, 9:50:35, time: 2.006, data_time: 0.013, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4360, loss: 1.4360, grad_norm: 8.7184 2020-08-04 08:22:57,803 - mmaction - INFO - Epoch [72][2100/3757] lr: 1.000e-03, eta: 2 days, 9:49:57, time: 2.010, data_time: 0.210, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3384, loss: 1.3384, grad_norm: 8.2953 2020-08-04 08:23:38,105 - mmaction - INFO - Epoch [72][2120/3757] lr: 1.000e-03, eta: 2 days, 9:49:19, time: 2.010, data_time: 1.014, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8641, loss_cls: 1.3523, loss: 1.3523, grad_norm: 8.6644 2020-08-04 08:24:18,706 - mmaction - INFO - Epoch [72][2140/3757] lr: 1.000e-03, eta: 2 days, 9:48:42, time: 2.037, data_time: 1.150, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8820, loss_cls: 1.2221, loss: 1.2221, grad_norm: 8.1384 2020-08-04 08:24:54,705 - mmaction - INFO - Epoch [72][2160/3757] lr: 1.000e-03, eta: 2 days, 9:48:00, time: 1.799, data_time: 0.755, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8688, loss_cls: 1.2810, loss: 1.2810, grad_norm: 8.4130 2020-08-04 08:25:29,606 - mmaction - INFO - Epoch [72][2180/3757] lr: 1.000e-03, eta: 2 days, 9:47:17, time: 1.746, data_time: 0.136, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.3052, loss: 1.3052, grad_norm: 8.3645 2020-08-04 08:26:08,633 - mmaction - INFO - Epoch [72][2200/3757] lr: 1.000e-03, eta: 2 days, 9:46:38, time: 1.946, data_time: 0.110, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8547, loss_cls: 1.3540, loss: 1.3540, grad_norm: 8.4941 2020-08-04 08:26:49,239 - mmaction - INFO - Epoch [72][2220/3757] lr: 1.000e-03, eta: 2 days, 9:46:01, time: 2.033, data_time: 0.096, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8703, loss_cls: 1.2888, loss: 1.2888, grad_norm: 8.4059 2020-08-04 08:27:25,118 - mmaction - INFO - Epoch [72][2240/3757] lr: 1.000e-03, eta: 2 days, 9:45:19, time: 1.797, data_time: 0.376, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8453, loss_cls: 1.4291, loss: 1.4291, grad_norm: 8.5414 2020-08-04 08:28:06,571 - mmaction - INFO - Epoch [72][2260/3757] lr: 1.000e-03, eta: 2 days, 9:44:42, time: 2.072, data_time: 0.020, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8727, loss_cls: 1.2559, loss: 1.2559, grad_norm: 8.2684 2020-08-04 08:28:42,458 - mmaction - INFO - Epoch [72][2280/3757] lr: 1.000e-03, eta: 2 days, 9:44:00, time: 1.794, data_time: 0.004, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8555, loss_cls: 1.3079, loss: 1.3079, grad_norm: 8.1783 2020-08-04 08:29:24,356 - mmaction - INFO - Epoch [72][2300/3757] lr: 1.000e-03, eta: 2 days, 9:43:24, time: 2.090, data_time: 0.010, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8516, loss_cls: 1.3675, loss: 1.3675, grad_norm: 8.5124 2020-08-04 08:30:02,292 - mmaction - INFO - Epoch [72][2320/3757] lr: 1.000e-03, eta: 2 days, 9:42:44, time: 1.902, data_time: 0.226, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8797, loss_cls: 1.2260, loss: 1.2260, grad_norm: 8.0501 2020-08-04 08:30:43,519 - mmaction - INFO - Epoch [72][2340/3757] lr: 1.000e-03, eta: 2 days, 9:42:07, time: 2.054, data_time: 0.296, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.2526, loss: 1.2526, grad_norm: 7.9675 2020-08-04 08:31:20,739 - mmaction - INFO - Epoch [72][2360/3757] lr: 1.000e-03, eta: 2 days, 9:41:27, time: 1.870, data_time: 0.016, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8523, loss_cls: 1.3591, loss: 1.3591, grad_norm: 8.4143 2020-08-04 08:32:02,261 - mmaction - INFO - Epoch [72][2380/3757] lr: 1.000e-03, eta: 2 days, 9:40:50, time: 2.070, data_time: 0.009, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3323, loss: 1.3323, grad_norm: 8.4655 2020-08-04 08:32:42,016 - mmaction - INFO - Epoch [72][2400/3757] lr: 1.000e-03, eta: 2 days, 9:40:12, time: 1.990, data_time: 0.025, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8578, loss_cls: 1.3292, loss: 1.3292, grad_norm: 8.4140 2020-08-04 08:33:20,258 - mmaction - INFO - Epoch [72][2420/3757] lr: 1.000e-03, eta: 2 days, 9:39:32, time: 1.908, data_time: 0.032, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8617, loss_cls: 1.3341, loss: 1.3341, grad_norm: 8.3387 2020-08-04 08:33:58,144 - mmaction - INFO - Epoch [72][2440/3757] lr: 1.000e-03, eta: 2 days, 9:38:52, time: 1.901, data_time: 0.023, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8656, loss_cls: 1.3357, loss: 1.3357, grad_norm: 8.3178 2020-08-04 08:34:39,776 - mmaction - INFO - Epoch [72][2460/3757] lr: 1.000e-03, eta: 2 days, 9:38:16, time: 2.082, data_time: 0.093, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8586, loss_cls: 1.3064, loss: 1.3064, grad_norm: 8.2424 2020-08-04 08:35:19,370 - mmaction - INFO - Epoch [72][2480/3757] lr: 1.000e-03, eta: 2 days, 9:37:38, time: 1.975, data_time: 0.004, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8641, loss_cls: 1.2760, loss: 1.2760, grad_norm: 8.0953 2020-08-04 08:35:56,967 - mmaction - INFO - Epoch [72][2500/3757] lr: 1.000e-03, eta: 2 days, 9:36:57, time: 1.884, data_time: 0.011, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8359, loss_cls: 1.4373, loss: 1.4373, grad_norm: 8.5547 2020-08-04 08:36:36,186 - mmaction - INFO - Epoch [72][2520/3757] lr: 1.000e-03, eta: 2 days, 9:36:18, time: 1.953, data_time: 0.009, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2890, loss: 1.2890, grad_norm: 8.2363 2020-08-04 08:37:16,782 - mmaction - INFO - Epoch [72][2540/3757] lr: 1.000e-03, eta: 2 days, 9:35:41, time: 2.036, data_time: 0.012, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8609, loss_cls: 1.3881, loss: 1.3881, grad_norm: 8.5963 2020-08-04 08:37:51,629 - mmaction - INFO - Epoch [72][2560/3757] lr: 1.000e-03, eta: 2 days, 9:34:58, time: 1.740, data_time: 0.010, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8789, loss_cls: 1.2700, loss: 1.2700, grad_norm: 8.2385 2020-08-04 08:38:30,573 - mmaction - INFO - Epoch [72][2580/3757] lr: 1.000e-03, eta: 2 days, 9:34:19, time: 1.950, data_time: 0.009, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8523, loss_cls: 1.3258, loss: 1.3258, grad_norm: 8.4047 2020-08-04 08:39:07,789 - mmaction - INFO - Epoch [72][2600/3757] lr: 1.000e-03, eta: 2 days, 9:33:38, time: 1.855, data_time: 0.018, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.3031, loss: 1.3031, grad_norm: 8.3330 2020-08-04 08:39:45,892 - mmaction - INFO - Epoch [72][2620/3757] lr: 1.000e-03, eta: 2 days, 9:32:59, time: 1.905, data_time: 0.012, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.3262, loss: 1.3262, grad_norm: 8.3999 2020-08-04 08:40:25,434 - mmaction - INFO - Epoch [72][2640/3757] lr: 1.000e-03, eta: 2 days, 9:32:20, time: 1.985, data_time: 0.012, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.4164, loss: 1.4164, grad_norm: 8.7212 2020-08-04 08:41:05,625 - mmaction - INFO - Epoch [72][2660/3757] lr: 1.000e-03, eta: 2 days, 9:31:43, time: 2.011, data_time: 0.003, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8570, loss_cls: 1.3395, loss: 1.3395, grad_norm: 8.2782 2020-08-04 08:41:46,107 - mmaction - INFO - Epoch [72][2680/3757] lr: 1.000e-03, eta: 2 days, 9:31:05, time: 2.017, data_time: 0.008, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.2249, loss: 1.2249, grad_norm: 8.1413 2020-08-04 08:42:22,077 - mmaction - INFO - Epoch [72][2700/3757] lr: 1.000e-03, eta: 2 days, 9:30:23, time: 1.804, data_time: 0.091, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.3197, loss: 1.3197, grad_norm: 8.2745 2020-08-04 08:43:04,535 - mmaction - INFO - Epoch [72][2720/3757] lr: 1.000e-03, eta: 2 days, 9:29:48, time: 2.124, data_time: 0.020, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8672, loss_cls: 1.2969, loss: 1.2969, grad_norm: 8.0296 2020-08-04 08:43:43,886 - mmaction - INFO - Epoch [72][2740/3757] lr: 1.000e-03, eta: 2 days, 9:29:09, time: 1.961, data_time: 0.008, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2802, loss: 1.2802, grad_norm: 8.1767 2020-08-04 08:44:20,457 - mmaction - INFO - Epoch [72][2760/3757] lr: 1.000e-03, eta: 2 days, 9:28:28, time: 1.834, data_time: 0.009, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2657, loss: 1.2657, grad_norm: 8.4610 2020-08-04 08:45:00,506 - mmaction - INFO - Epoch [72][2780/3757] lr: 1.000e-03, eta: 2 days, 9:27:50, time: 1.999, data_time: 0.009, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.3705, loss: 1.3705, grad_norm: 8.8009 2020-08-04 08:45:39,492 - mmaction - INFO - Epoch [72][2800/3757] lr: 1.000e-03, eta: 2 days, 9:27:11, time: 1.952, data_time: 0.009, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8633, loss_cls: 1.2902, loss: 1.2902, grad_norm: 8.1570 2020-08-04 08:46:19,863 - mmaction - INFO - Epoch [72][2820/3757] lr: 1.000e-03, eta: 2 days, 9:26:33, time: 2.017, data_time: 0.009, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3225, loss: 1.3225, grad_norm: 8.3193 2020-08-04 08:46:57,047 - mmaction - INFO - Epoch [72][2840/3757] lr: 1.000e-03, eta: 2 days, 9:25:52, time: 1.861, data_time: 0.038, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8703, loss_cls: 1.3058, loss: 1.3058, grad_norm: 8.3149 2020-08-04 08:47:38,117 - mmaction - INFO - Epoch [72][2860/3757] lr: 1.000e-03, eta: 2 days, 9:25:16, time: 2.051, data_time: 0.614, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.3451, loss: 1.3451, grad_norm: 8.6636 2020-08-04 08:48:18,661 - mmaction - INFO - Epoch [72][2880/3757] lr: 1.000e-03, eta: 2 days, 9:24:38, time: 2.031, data_time: 0.925, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8727, loss_cls: 1.3248, loss: 1.3248, grad_norm: 8.6597 2020-08-04 08:48:55,592 - mmaction - INFO - Epoch [72][2900/3757] lr: 1.000e-03, eta: 2 days, 9:23:57, time: 1.841, data_time: 0.933, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8680, loss_cls: 1.2727, loss: 1.2727, grad_norm: 8.1470 2020-08-04 08:49:35,357 - mmaction - INFO - Epoch [72][2920/3757] lr: 1.000e-03, eta: 2 days, 9:23:19, time: 1.992, data_time: 0.448, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3502, loss: 1.3502, grad_norm: 8.7790 2020-08-04 08:50:12,426 - mmaction - INFO - Epoch [72][2940/3757] lr: 1.000e-03, eta: 2 days, 9:22:38, time: 1.843, data_time: 0.142, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.4180, loss: 1.4180, grad_norm: 8.6301 2020-08-04 08:50:50,366 - mmaction - INFO - Epoch [72][2960/3757] lr: 1.000e-03, eta: 2 days, 9:21:58, time: 1.907, data_time: 0.485, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8648, loss_cls: 1.2660, loss: 1.2660, grad_norm: 8.1652 2020-08-04 08:51:28,550 - mmaction - INFO - Epoch [72][2980/3757] lr: 1.000e-03, eta: 2 days, 9:21:18, time: 1.904, data_time: 0.032, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.3312, loss: 1.3312, grad_norm: 8.3517 2020-08-04 08:52:11,658 - mmaction - INFO - Epoch [72][3000/3757] lr: 1.000e-03, eta: 2 days, 9:20:44, time: 2.161, data_time: 0.049, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8469, loss_cls: 1.3822, loss: 1.3822, grad_norm: 8.4937 2020-08-04 08:52:47,483 - mmaction - INFO - Epoch [72][3020/3757] lr: 1.000e-03, eta: 2 days, 9:20:01, time: 1.787, data_time: 0.014, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.3260, loss: 1.3260, grad_norm: 8.3337 2020-08-04 08:53:29,797 - mmaction - INFO - Epoch [72][3040/3757] lr: 1.000e-03, eta: 2 days, 9:19:26, time: 2.121, data_time: 0.321, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8578, loss_cls: 1.3533, loss: 1.3533, grad_norm: 8.3247 2020-08-04 08:54:08,844 - mmaction - INFO - Epoch [72][3060/3757] lr: 1.000e-03, eta: 2 days, 9:18:47, time: 1.952, data_time: 0.965, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8539, loss_cls: 1.2875, loss: 1.2875, grad_norm: 8.2036 2020-08-04 08:54:47,388 - mmaction - INFO - Epoch [72][3080/3757] lr: 1.000e-03, eta: 2 days, 9:18:07, time: 1.919, data_time: 1.069, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.3250, loss: 1.3250, grad_norm: 8.3005 2020-08-04 08:55:25,258 - mmaction - INFO - Epoch [72][3100/3757] lr: 1.000e-03, eta: 2 days, 9:17:27, time: 1.899, data_time: 0.844, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8617, loss_cls: 1.3317, loss: 1.3317, grad_norm: 8.4958 2020-08-04 08:56:05,087 - mmaction - INFO - Epoch [72][3120/3757] lr: 1.000e-03, eta: 2 days, 9:16:49, time: 1.993, data_time: 0.973, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3569, loss: 1.3569, grad_norm: 8.3833 2020-08-04 08:56:42,351 - mmaction - INFO - Epoch [72][3140/3757] lr: 1.000e-03, eta: 2 days, 9:16:09, time: 1.858, data_time: 0.973, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.3423, loss: 1.3423, grad_norm: 8.4134 2020-08-04 08:57:19,113 - mmaction - INFO - Epoch [72][3160/3757] lr: 1.000e-03, eta: 2 days, 9:15:28, time: 1.844, data_time: 0.226, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8766, loss_cls: 1.2573, loss: 1.2573, grad_norm: 8.2859 2020-08-04 08:58:00,916 - mmaction - INFO - Epoch [72][3180/3757] lr: 1.000e-03, eta: 2 days, 9:14:51, time: 2.085, data_time: 1.333, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8664, loss_cls: 1.3005, loss: 1.3005, grad_norm: 8.1212 2020-08-04 08:58:39,955 - mmaction - INFO - Epoch [72][3200/3757] lr: 1.000e-03, eta: 2 days, 9:14:12, time: 1.957, data_time: 1.347, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.3062, loss: 1.3062, grad_norm: 8.4385 2020-08-04 08:59:16,953 - mmaction - INFO - Epoch [72][3220/3757] lr: 1.000e-03, eta: 2 days, 9:13:32, time: 1.845, data_time: 0.664, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8695, loss_cls: 1.2636, loss: 1.2636, grad_norm: 8.1450 2020-08-04 08:59:58,719 - mmaction - INFO - Epoch [72][3240/3757] lr: 1.000e-03, eta: 2 days, 9:12:55, time: 2.092, data_time: 0.010, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3430, loss: 1.3430, grad_norm: 8.2476 2020-08-04 09:00:34,495 - mmaction - INFO - Epoch [72][3260/3757] lr: 1.000e-03, eta: 2 days, 9:12:13, time: 1.782, data_time: 0.366, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2525, loss: 1.2525, grad_norm: 8.3277 2020-08-04 09:01:16,660 - mmaction - INFO - Epoch [72][3280/3757] lr: 1.000e-03, eta: 2 days, 9:11:37, time: 2.114, data_time: 0.989, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8516, loss_cls: 1.3621, loss: 1.3621, grad_norm: 8.4030 2020-08-04 09:01:55,986 - mmaction - INFO - Epoch [72][3300/3757] lr: 1.000e-03, eta: 2 days, 9:10:59, time: 1.960, data_time: 0.804, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8516, loss_cls: 1.3928, loss: 1.3928, grad_norm: 8.4153 2020-08-04 09:02:32,617 - mmaction - INFO - Epoch [72][3320/3757] lr: 1.000e-03, eta: 2 days, 9:10:17, time: 1.833, data_time: 0.050, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8586, loss_cls: 1.3815, loss: 1.3815, grad_norm: 8.8496 2020-08-04 09:03:12,054 - mmaction - INFO - Epoch [72][3340/3757] lr: 1.000e-03, eta: 2 days, 9:09:39, time: 1.971, data_time: 0.125, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2794, loss: 1.2794, grad_norm: 8.1201 2020-08-04 09:03:51,053 - mmaction - INFO - Epoch [72][3360/3757] lr: 1.000e-03, eta: 2 days, 9:09:00, time: 1.949, data_time: 0.011, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8727, loss_cls: 1.3105, loss: 1.3105, grad_norm: 8.6549 2020-08-04 09:04:30,418 - mmaction - INFO - Epoch [72][3380/3757] lr: 1.000e-03, eta: 2 days, 9:08:22, time: 1.976, data_time: 0.381, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8633, loss_cls: 1.2978, loss: 1.2978, grad_norm: 8.4544 2020-08-04 09:05:10,783 - mmaction - INFO - Epoch [72][3400/3757] lr: 1.000e-03, eta: 2 days, 9:07:44, time: 2.017, data_time: 0.701, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8812, loss_cls: 1.2130, loss: 1.2130, grad_norm: 7.9117 2020-08-04 09:05:49,994 - mmaction - INFO - Epoch [72][3420/3757] lr: 1.000e-03, eta: 2 days, 9:07:05, time: 1.961, data_time: 0.149, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8648, loss_cls: 1.3378, loss: 1.3378, grad_norm: 8.4777 2020-08-04 09:06:25,825 - mmaction - INFO - Epoch [72][3440/3757] lr: 1.000e-03, eta: 2 days, 9:06:23, time: 1.788, data_time: 0.026, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8578, loss_cls: 1.3007, loss: 1.3007, grad_norm: 8.5700 2020-08-04 09:07:05,014 - mmaction - INFO - Epoch [72][3460/3757] lr: 1.000e-03, eta: 2 days, 9:05:44, time: 1.964, data_time: 0.320, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.2079, loss: 1.2079, grad_norm: 8.1440 2020-08-04 09:07:44,468 - mmaction - INFO - Epoch [72][3480/3757] lr: 1.000e-03, eta: 2 days, 9:05:06, time: 1.968, data_time: 0.037, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8555, loss_cls: 1.3434, loss: 1.3434, grad_norm: 8.4549 2020-08-04 09:08:23,537 - mmaction - INFO - Epoch [72][3500/3757] lr: 1.000e-03, eta: 2 days, 9:04:27, time: 1.957, data_time: 0.010, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.4041, loss: 1.4041, grad_norm: 8.6009 2020-08-04 09:09:05,259 - mmaction - INFO - Epoch [72][3520/3757] lr: 1.000e-03, eta: 2 days, 9:03:51, time: 2.087, data_time: 0.020, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2807, loss: 1.2807, grad_norm: 8.4408 2020-08-04 09:09:43,307 - mmaction - INFO - Epoch [72][3540/3757] lr: 1.000e-03, eta: 2 days, 9:03:11, time: 1.903, data_time: 0.003, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8586, loss_cls: 1.3459, loss: 1.3459, grad_norm: 8.6222 2020-08-04 09:10:24,922 - mmaction - INFO - Epoch [72][3560/3757] lr: 1.000e-03, eta: 2 days, 9:02:34, time: 2.072, data_time: 0.009, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8695, loss_cls: 1.2593, loss: 1.2593, grad_norm: 8.2521 2020-08-04 09:11:02,225 - mmaction - INFO - Epoch [72][3580/3757] lr: 1.000e-03, eta: 2 days, 9:01:54, time: 1.871, data_time: 0.011, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8531, loss_cls: 1.3736, loss: 1.3736, grad_norm: 8.4411 2020-08-04 09:11:39,715 - mmaction - INFO - Epoch [72][3600/3757] lr: 1.000e-03, eta: 2 days, 9:01:13, time: 1.877, data_time: 0.007, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.2706, loss: 1.2706, grad_norm: 7.9543 2020-08-04 09:12:20,691 - mmaction - INFO - Epoch [72][3620/3757] lr: 1.000e-03, eta: 2 days, 9:00:36, time: 2.046, data_time: 0.008, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8484, loss_cls: 1.3460, loss: 1.3460, grad_norm: 8.4742 2020-08-04 09:12:58,730 - mmaction - INFO - Epoch [72][3640/3757] lr: 1.000e-03, eta: 2 days, 8:59:57, time: 1.904, data_time: 0.008, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.3359, loss: 1.3359, grad_norm: 8.4186 2020-08-04 09:13:41,118 - mmaction - INFO - Epoch [72][3660/3757] lr: 1.000e-03, eta: 2 days, 8:59:21, time: 2.114, data_time: 0.008, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3733, loss: 1.3733, grad_norm: 8.4357 2020-08-04 09:14:19,956 - mmaction - INFO - Epoch [72][3680/3757] lr: 1.000e-03, eta: 2 days, 8:58:42, time: 1.947, data_time: 0.126, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8734, loss_cls: 1.3323, loss: 1.3323, grad_norm: 8.2832 2020-08-04 09:14:55,783 - mmaction - INFO - Epoch [72][3700/3757] lr: 1.000e-03, eta: 2 days, 8:58:00, time: 1.787, data_time: 0.594, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.3132, loss: 1.3132, grad_norm: 8.4735 2020-08-04 09:15:41,570 - mmaction - INFO - Epoch [72][3720/3757] lr: 1.000e-03, eta: 2 days, 8:57:27, time: 2.296, data_time: 0.202, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8508, loss_cls: 1.4084, loss: 1.4084, grad_norm: 8.6442 2020-08-04 09:16:18,306 - mmaction - INFO - Epoch [72][3740/3757] lr: 1.000e-03, eta: 2 days, 8:56:46, time: 1.833, data_time: 0.006, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2507, loss: 1.2507, grad_norm: 8.3275 2020-08-04 09:16:44,300 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-08-04 09:17:40,900 - mmaction - INFO - Epoch [73][20/3757] lr: 1.000e-03, eta: 2 days, 8:55:18, time: 2.784, data_time: 0.864, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8844, loss_cls: 1.2027, loss: 1.2027, grad_norm: 8.0710 2020-08-04 09:18:20,800 - mmaction - INFO - Epoch [73][40/3757] lr: 1.000e-03, eta: 2 days, 8:54:40, time: 2.000, data_time: 0.009, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8734, loss_cls: 1.2337, loss: 1.2337, grad_norm: 8.0883 2020-08-04 09:19:00,438 - mmaction - INFO - Epoch [73][60/3757] lr: 1.000e-03, eta: 2 days, 8:54:02, time: 1.977, data_time: 0.011, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8695, loss_cls: 1.2681, loss: 1.2681, grad_norm: 8.4017 2020-08-04 09:19:39,990 - mmaction - INFO - Epoch [73][80/3757] lr: 1.000e-03, eta: 2 days, 8:53:24, time: 1.983, data_time: 0.009, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8820, loss_cls: 1.2678, loss: 1.2678, grad_norm: 8.3728 2020-08-04 09:20:15,935 - mmaction - INFO - Epoch [73][100/3757] lr: 1.000e-03, eta: 2 days, 8:52:42, time: 1.791, data_time: 0.062, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8703, loss_cls: 1.2779, loss: 1.2779, grad_norm: 8.3268 2020-08-04 09:20:57,778 - mmaction - INFO - Epoch [73][120/3757] lr: 1.000e-03, eta: 2 days, 8:52:06, time: 2.096, data_time: 0.744, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.2935, loss: 1.2935, grad_norm: 8.4542 2020-08-04 09:21:42,965 - mmaction - INFO - Epoch [73][140/3757] lr: 1.000e-03, eta: 2 days, 8:51:32, time: 2.257, data_time: 0.071, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8797, loss_cls: 1.2548, loss: 1.2548, grad_norm: 8.2631 2020-08-04 09:22:20,114 - mmaction - INFO - Epoch [73][160/3757] lr: 1.000e-03, eta: 2 days, 8:50:52, time: 1.861, data_time: 0.006, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8695, loss_cls: 1.2926, loss: 1.2926, grad_norm: 8.4015 2020-08-04 09:22:58,418 - mmaction - INFO - Epoch [73][180/3757] lr: 1.000e-03, eta: 2 days, 8:50:12, time: 1.915, data_time: 0.003, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8664, loss_cls: 1.2195, loss: 1.2195, grad_norm: 8.1996 2020-08-04 09:23:37,295 - mmaction - INFO - Epoch [73][200/3757] lr: 1.000e-03, eta: 2 days, 8:49:33, time: 1.936, data_time: 0.008, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.3365, loss: 1.3365, grad_norm: 8.4183 2020-08-04 09:24:16,723 - mmaction - INFO - Epoch [73][220/3757] lr: 1.000e-03, eta: 2 days, 8:48:55, time: 1.980, data_time: 0.011, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2728, loss: 1.2728, grad_norm: 8.0470 2020-08-04 09:24:53,978 - mmaction - INFO - Epoch [73][240/3757] lr: 1.000e-03, eta: 2 days, 8:48:14, time: 1.861, data_time: 0.029, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8633, loss_cls: 1.2791, loss: 1.2791, grad_norm: 8.1946 2020-08-04 09:25:33,584 - mmaction - INFO - Epoch [73][260/3757] lr: 1.000e-03, eta: 2 days, 8:47:36, time: 1.981, data_time: 0.252, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8562, loss_cls: 1.3720, loss: 1.3720, grad_norm: 8.5591 2020-08-04 09:26:11,262 - mmaction - INFO - Epoch [73][280/3757] lr: 1.000e-03, eta: 2 days, 8:46:55, time: 1.884, data_time: 0.009, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.3379, loss: 1.3379, grad_norm: 8.3897 2020-08-04 09:26:48,759 - mmaction - INFO - Epoch [73][300/3757] lr: 1.000e-03, eta: 2 days, 8:46:15, time: 1.870, data_time: 0.018, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3489, loss: 1.3489, grad_norm: 8.5033 2020-08-04 09:27:29,568 - mmaction - INFO - Epoch [73][320/3757] lr: 1.000e-03, eta: 2 days, 8:45:38, time: 2.044, data_time: 0.298, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8641, loss_cls: 1.3333, loss: 1.3333, grad_norm: 8.6313 2020-08-04 09:28:11,578 - mmaction - INFO - Epoch [73][340/3757] lr: 1.000e-03, eta: 2 days, 8:45:02, time: 2.098, data_time: 0.823, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8734, loss_cls: 1.2581, loss: 1.2581, grad_norm: 8.4763 2020-08-04 09:28:45,651 - mmaction - INFO - Epoch [73][360/3757] lr: 1.000e-03, eta: 2 days, 8:44:18, time: 1.707, data_time: 1.123, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3467, loss: 1.3467, grad_norm: 8.2491 2020-08-04 09:29:27,529 - mmaction - INFO - Epoch [73][380/3757] lr: 1.000e-03, eta: 2 days, 8:43:42, time: 2.091, data_time: 1.469, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.2045, loss: 1.2045, grad_norm: 7.9876 2020-08-04 09:30:07,484 - mmaction - INFO - Epoch [73][400/3757] lr: 1.000e-03, eta: 2 days, 8:43:04, time: 1.998, data_time: 1.383, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8805, loss_cls: 1.3134, loss: 1.3134, grad_norm: 8.4131 2020-08-04 09:30:45,945 - mmaction - INFO - Epoch [73][420/3757] lr: 1.000e-03, eta: 2 days, 8:42:24, time: 1.923, data_time: 1.221, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8719, loss_cls: 1.2506, loss: 1.2506, grad_norm: 8.3254 2020-08-04 09:31:25,083 - mmaction - INFO - Epoch [73][440/3757] lr: 1.000e-03, eta: 2 days, 8:41:46, time: 1.957, data_time: 0.362, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8766, loss_cls: 1.2553, loss: 1.2553, grad_norm: 8.2504 2020-08-04 09:32:04,907 - mmaction - INFO - Epoch [73][460/3757] lr: 1.000e-03, eta: 2 days, 8:41:07, time: 1.989, data_time: 0.009, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8734, loss_cls: 1.3320, loss: 1.3320, grad_norm: 8.5151 2020-08-04 09:32:44,749 - mmaction - INFO - Epoch [73][480/3757] lr: 1.000e-03, eta: 2 days, 8:40:29, time: 1.997, data_time: 0.009, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3224, loss: 1.3224, grad_norm: 8.5033 2020-08-04 09:33:27,061 - mmaction - INFO - Epoch [73][500/3757] lr: 1.000e-03, eta: 2 days, 8:39:54, time: 2.114, data_time: 0.002, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8625, loss_cls: 1.3015, loss: 1.3015, grad_norm: 8.4835 2020-08-04 09:34:03,826 - mmaction - INFO - Epoch [73][520/3757] lr: 1.000e-03, eta: 2 days, 8:39:13, time: 1.841, data_time: 0.004, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8609, loss_cls: 1.3160, loss: 1.3160, grad_norm: 8.4024 2020-08-04 09:34:42,132 - mmaction - INFO - Epoch [73][540/3757] lr: 1.000e-03, eta: 2 days, 8:38:33, time: 1.912, data_time: 0.008, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8688, loss_cls: 1.2231, loss: 1.2231, grad_norm: 8.0500 2020-08-04 09:35:18,944 - mmaction - INFO - Epoch [73][560/3757] lr: 1.000e-03, eta: 2 days, 8:37:52, time: 1.837, data_time: 0.009, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2657, loss: 1.2657, grad_norm: 8.3923 2020-08-04 09:35:55,223 - mmaction - INFO - Epoch [73][580/3757] lr: 1.000e-03, eta: 2 days, 8:37:10, time: 1.819, data_time: 0.011, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3468, loss: 1.3468, grad_norm: 8.8466 2020-08-04 09:36:33,974 - mmaction - INFO - Epoch [73][600/3757] lr: 1.000e-03, eta: 2 days, 8:36:31, time: 1.935, data_time: 0.047, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3320, loss: 1.3320, grad_norm: 8.1724 2020-08-04 09:37:16,883 - mmaction - INFO - Epoch [73][620/3757] lr: 1.000e-03, eta: 2 days, 8:35:56, time: 2.148, data_time: 0.668, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8734, loss_cls: 1.2340, loss: 1.2340, grad_norm: 8.1896 2020-08-04 09:37:55,060 - mmaction - INFO - Epoch [73][640/3757] lr: 1.000e-03, eta: 2 days, 8:35:16, time: 1.907, data_time: 1.202, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8578, loss_cls: 1.3703, loss: 1.3703, grad_norm: 8.5273 2020-08-04 09:38:34,809 - mmaction - INFO - Epoch [73][660/3757] lr: 1.000e-03, eta: 2 days, 8:34:38, time: 1.990, data_time: 0.450, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8648, loss_cls: 1.3392, loss: 1.3392, grad_norm: 8.6670 2020-08-04 09:39:09,514 - mmaction - INFO - Epoch [73][680/3757] lr: 1.000e-03, eta: 2 days, 8:33:55, time: 1.726, data_time: 0.008, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2237, loss: 1.2237, grad_norm: 8.2287 2020-08-04 09:39:49,809 - mmaction - INFO - Epoch [73][700/3757] lr: 1.000e-03, eta: 2 days, 8:33:17, time: 2.023, data_time: 0.099, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8586, loss_cls: 1.2924, loss: 1.2924, grad_norm: 8.3362 2020-08-04 09:40:31,234 - mmaction - INFO - Epoch [73][720/3757] lr: 1.000e-03, eta: 2 days, 8:32:41, time: 2.069, data_time: 0.011, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.2607, loss: 1.2607, grad_norm: 8.2852 2020-08-04 09:41:09,556 - mmaction - INFO - Epoch [73][740/3757] lr: 1.000e-03, eta: 2 days, 8:32:01, time: 1.920, data_time: 0.071, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2872, loss: 1.2872, grad_norm: 8.2082 2020-08-04 09:41:49,038 - mmaction - INFO - Epoch [73][760/3757] lr: 1.000e-03, eta: 2 days, 8:31:23, time: 1.966, data_time: 0.039, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.3148, loss: 1.3148, grad_norm: 8.5037 2020-08-04 09:42:27,581 - mmaction - INFO - Epoch [73][780/3757] lr: 1.000e-03, eta: 2 days, 8:30:43, time: 1.936, data_time: 0.011, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.3116, loss: 1.3116, grad_norm: 8.4216 2020-08-04 09:43:10,877 - mmaction - INFO - Epoch [73][800/3757] lr: 1.000e-03, eta: 2 days, 8:30:08, time: 2.164, data_time: 0.002, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8750, loss_cls: 1.2746, loss: 1.2746, grad_norm: 8.0937 2020-08-04 09:43:49,810 - mmaction - INFO - Epoch [73][820/3757] lr: 1.000e-03, eta: 2 days, 8:29:29, time: 1.940, data_time: 0.006, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.3108, loss: 1.3108, grad_norm: 8.4376 2020-08-04 09:44:29,697 - mmaction - INFO - Epoch [73][840/3757] lr: 1.000e-03, eta: 2 days, 8:28:51, time: 1.999, data_time: 0.010, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4094, loss: 1.4094, grad_norm: 8.9729 2020-08-04 09:45:08,148 - mmaction - INFO - Epoch [73][860/3757] lr: 1.000e-03, eta: 2 days, 8:28:12, time: 1.922, data_time: 0.007, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8609, loss_cls: 1.2966, loss: 1.2966, grad_norm: 8.2146 2020-08-04 09:45:48,455 - mmaction - INFO - Epoch [73][880/3757] lr: 1.000e-03, eta: 2 days, 8:27:34, time: 2.018, data_time: 0.005, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8625, loss_cls: 1.2756, loss: 1.2756, grad_norm: 7.9097 2020-08-04 09:46:27,208 - mmaction - INFO - Epoch [73][900/3757] lr: 1.000e-03, eta: 2 days, 8:26:55, time: 1.938, data_time: 0.009, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.2540, loss: 1.2540, grad_norm: 8.2033 2020-08-04 09:47:04,550 - mmaction - INFO - Epoch [73][920/3757] lr: 1.000e-03, eta: 2 days, 8:26:14, time: 1.866, data_time: 0.014, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.2135, loss: 1.2135, grad_norm: 8.0037 2020-08-04 09:47:45,373 - mmaction - INFO - Epoch [73][940/3757] lr: 1.000e-03, eta: 2 days, 8:25:37, time: 2.036, data_time: 0.011, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8641, loss_cls: 1.3435, loss: 1.3435, grad_norm: 8.5692 2020-08-04 09:48:23,179 - mmaction - INFO - Epoch [73][960/3757] lr: 1.000e-03, eta: 2 days, 8:24:57, time: 1.897, data_time: 0.009, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8711, loss_cls: 1.3053, loss: 1.3053, grad_norm: 8.2243 2020-08-04 09:49:03,392 - mmaction - INFO - Epoch [73][980/3757] lr: 1.000e-03, eta: 2 days, 8:24:19, time: 2.010, data_time: 0.006, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8664, loss_cls: 1.2479, loss: 1.2479, grad_norm: 8.2724 2020-08-04 09:49:38,662 - mmaction - INFO - Epoch [73][1000/3757] lr: 1.000e-03, eta: 2 days, 8:23:37, time: 1.764, data_time: 0.080, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8758, loss_cls: 1.2136, loss: 1.2136, grad_norm: 8.1073 2020-08-04 09:50:19,208 - mmaction - INFO - Epoch [73][1020/3757] lr: 1.000e-03, eta: 2 days, 8:22:59, time: 2.023, data_time: 0.359, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8680, loss_cls: 1.2839, loss: 1.2839, grad_norm: 8.3465 2020-08-04 09:50:57,338 - mmaction - INFO - Epoch [73][1040/3757] lr: 1.000e-03, eta: 2 days, 8:22:20, time: 1.911, data_time: 0.173, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2531, loss: 1.2531, grad_norm: 8.1172 2020-08-04 09:51:36,337 - mmaction - INFO - Epoch [73][1060/3757] lr: 1.000e-03, eta: 2 days, 8:21:41, time: 1.945, data_time: 0.550, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3103, loss: 1.3103, grad_norm: 8.2880 2020-08-04 09:52:14,678 - mmaction - INFO - Epoch [73][1080/3757] lr: 1.000e-03, eta: 2 days, 8:21:01, time: 1.920, data_time: 0.535, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8695, loss_cls: 1.2524, loss: 1.2524, grad_norm: 7.8656 2020-08-04 09:52:53,359 - mmaction - INFO - Epoch [73][1100/3757] lr: 1.000e-03, eta: 2 days, 8:20:22, time: 1.936, data_time: 0.915, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8586, loss_cls: 1.3503, loss: 1.3503, grad_norm: 8.2452 2020-08-04 09:53:32,496 - mmaction - INFO - Epoch [73][1120/3757] lr: 1.000e-03, eta: 2 days, 8:19:43, time: 1.955, data_time: 0.029, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.2229, loss: 1.2229, grad_norm: 8.2334 2020-08-04 09:54:12,318 - mmaction - INFO - Epoch [73][1140/3757] lr: 1.000e-03, eta: 2 days, 8:19:05, time: 1.992, data_time: 0.004, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.3911, loss: 1.3911, grad_norm: 8.9436 2020-08-04 09:54:50,630 - mmaction - INFO - Epoch [73][1160/3757] lr: 1.000e-03, eta: 2 days, 8:18:25, time: 1.916, data_time: 0.159, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.2586, loss: 1.2586, grad_norm: 8.2951 2020-08-04 09:55:27,560 - mmaction - INFO - Epoch [73][1180/3757] lr: 1.000e-03, eta: 2 days, 8:17:44, time: 1.840, data_time: 0.472, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8766, loss_cls: 1.2501, loss: 1.2501, grad_norm: 8.2231 2020-08-04 09:56:07,067 - mmaction - INFO - Epoch [73][1200/3757] lr: 1.000e-03, eta: 2 days, 8:17:06, time: 1.981, data_time: 0.414, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.3363, loss: 1.3363, grad_norm: 8.4750 2020-08-04 09:56:48,793 - mmaction - INFO - Epoch [73][1220/3757] lr: 1.000e-03, eta: 2 days, 8:16:30, time: 2.085, data_time: 0.393, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.2646, loss: 1.2646, grad_norm: 8.4516 2020-08-04 09:57:23,498 - mmaction - INFO - Epoch [73][1240/3757] lr: 1.000e-03, eta: 2 days, 8:15:47, time: 1.737, data_time: 0.768, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8859, loss_cls: 1.2284, loss: 1.2284, grad_norm: 7.9978 2020-08-04 09:58:03,647 - mmaction - INFO - Epoch [73][1260/3757] lr: 1.000e-03, eta: 2 days, 8:15:09, time: 1.999, data_time: 1.420, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8711, loss_cls: 1.2557, loss: 1.2557, grad_norm: 8.2529 2020-08-04 09:58:43,966 - mmaction - INFO - Epoch [73][1280/3757] lr: 1.000e-03, eta: 2 days, 8:14:31, time: 2.026, data_time: 0.684, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8742, loss_cls: 1.2313, loss: 1.2313, grad_norm: 8.4368 2020-08-04 09:59:21,657 - mmaction - INFO - Epoch [73][1300/3757] lr: 1.000e-03, eta: 2 days, 8:13:51, time: 1.876, data_time: 0.079, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8422, loss_cls: 1.3635, loss: 1.3635, grad_norm: 8.2880 2020-08-04 10:00:06,116 - mmaction - INFO - Epoch [73][1320/3757] lr: 1.000e-03, eta: 2 days, 8:13:17, time: 2.221, data_time: 0.156, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3532, loss: 1.3532, grad_norm: 8.6411 2020-08-04 10:00:41,753 - mmaction - INFO - Epoch [73][1340/3757] lr: 1.000e-03, eta: 2 days, 8:12:35, time: 1.791, data_time: 0.018, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8672, loss_cls: 1.2438, loss: 1.2438, grad_norm: 8.2810 2020-08-04 10:01:20,613 - mmaction - INFO - Epoch [73][1360/3757] lr: 1.000e-03, eta: 2 days, 8:11:56, time: 1.943, data_time: 0.003, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8836, loss_cls: 1.2562, loss: 1.2562, grad_norm: 8.2920 2020-08-04 10:01:59,853 - mmaction - INFO - Epoch [73][1380/3757] lr: 1.000e-03, eta: 2 days, 8:11:17, time: 1.963, data_time: 0.003, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8695, loss_cls: 1.2296, loss: 1.2296, grad_norm: 7.9166 2020-08-04 10:02:36,992 - mmaction - INFO - Epoch [73][1400/3757] lr: 1.000e-03, eta: 2 days, 8:10:36, time: 1.849, data_time: 0.007, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8555, loss_cls: 1.3241, loss: 1.3241, grad_norm: 8.4961 2020-08-04 10:03:16,330 - mmaction - INFO - Epoch [73][1420/3757] lr: 1.000e-03, eta: 2 days, 8:09:58, time: 1.973, data_time: 0.010, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8594, loss_cls: 1.3691, loss: 1.3691, grad_norm: 8.6428 2020-08-04 10:03:52,331 - mmaction - INFO - Epoch [73][1440/3757] lr: 1.000e-03, eta: 2 days, 8:09:16, time: 1.802, data_time: 0.006, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8602, loss_cls: 1.3414, loss: 1.3414, grad_norm: 8.8078 2020-08-04 10:04:32,006 - mmaction - INFO - Epoch [73][1460/3757] lr: 1.000e-03, eta: 2 days, 8:08:38, time: 1.977, data_time: 0.549, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8422, loss_cls: 1.3890, loss: 1.3890, grad_norm: 8.3862 2020-08-04 10:05:11,043 - mmaction - INFO - Epoch [73][1480/3757] lr: 1.000e-03, eta: 2 days, 8:07:59, time: 1.956, data_time: 0.017, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8555, loss_cls: 1.3382, loss: 1.3382, grad_norm: 8.3431 2020-08-04 10:05:50,236 - mmaction - INFO - Epoch [73][1500/3757] lr: 1.000e-03, eta: 2 days, 8:07:20, time: 1.957, data_time: 0.005, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8797, loss_cls: 1.2355, loss: 1.2355, grad_norm: 8.0506 2020-08-04 10:06:30,926 - mmaction - INFO - Epoch [73][1520/3757] lr: 1.000e-03, eta: 2 days, 8:06:43, time: 2.040, data_time: 0.105, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3647, loss: 1.3647, grad_norm: 8.6226 2020-08-04 10:07:09,657 - mmaction - INFO - Epoch [73][1540/3757] lr: 1.000e-03, eta: 2 days, 8:06:04, time: 1.934, data_time: 0.005, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8750, loss_cls: 1.2840, loss: 1.2840, grad_norm: 8.3284 2020-08-04 10:07:47,081 - mmaction - INFO - Epoch [73][1560/3757] lr: 1.000e-03, eta: 2 days, 8:05:23, time: 1.871, data_time: 0.009, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.2517, loss: 1.2517, grad_norm: 8.1069 2020-08-04 10:08:27,233 - mmaction - INFO - Epoch [73][1580/3757] lr: 1.000e-03, eta: 2 days, 8:04:45, time: 2.007, data_time: 0.182, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8617, loss_cls: 1.3387, loss: 1.3387, grad_norm: 8.6334 2020-08-04 10:09:05,596 - mmaction - INFO - Epoch [73][1600/3757] lr: 1.000e-03, eta: 2 days, 8:04:06, time: 1.919, data_time: 0.314, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.3495, loss: 1.3495, grad_norm: 8.3326 2020-08-04 10:09:44,105 - mmaction - INFO - Epoch [73][1620/3757] lr: 1.000e-03, eta: 2 days, 8:03:26, time: 1.926, data_time: 0.711, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8555, loss_cls: 1.2819, loss: 1.2819, grad_norm: 8.2591 2020-08-04 10:10:21,832 - mmaction - INFO - Epoch [73][1640/3757] lr: 1.000e-03, eta: 2 days, 8:02:46, time: 1.881, data_time: 0.766, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.3586, loss: 1.3586, grad_norm: 8.5713 2020-08-04 10:10:59,258 - mmaction - INFO - Epoch [73][1660/3757] lr: 1.000e-03, eta: 2 days, 8:02:06, time: 1.879, data_time: 0.926, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8625, loss_cls: 1.3028, loss: 1.3028, grad_norm: 8.5071 2020-08-04 10:11:38,440 - mmaction - INFO - Epoch [73][1680/3757] lr: 1.000e-03, eta: 2 days, 8:01:27, time: 1.951, data_time: 0.906, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8570, loss_cls: 1.3479, loss: 1.3479, grad_norm: 8.5201 2020-08-04 10:12:17,915 - mmaction - INFO - Epoch [73][1700/3757] lr: 1.000e-03, eta: 2 days, 8:00:49, time: 1.981, data_time: 1.169, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8844, loss_cls: 1.2749, loss: 1.2749, grad_norm: 8.3520 2020-08-04 10:12:55,280 - mmaction - INFO - Epoch [73][1720/3757] lr: 1.000e-03, eta: 2 days, 8:00:08, time: 1.869, data_time: 0.936, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8680, loss_cls: 1.2799, loss: 1.2799, grad_norm: 8.4167 2020-08-04 10:13:31,934 - mmaction - INFO - Epoch [73][1740/3757] lr: 1.000e-03, eta: 2 days, 7:59:27, time: 1.832, data_time: 0.475, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2699, loss: 1.2699, grad_norm: 8.0800 2020-08-04 10:14:12,370 - mmaction - INFO - Epoch [73][1760/3757] lr: 1.000e-03, eta: 2 days, 7:58:50, time: 2.021, data_time: 1.017, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8477, loss_cls: 1.3500, loss: 1.3500, grad_norm: 8.3459 2020-08-04 10:14:51,480 - mmaction - INFO - Epoch [73][1780/3757] lr: 1.000e-03, eta: 2 days, 7:58:11, time: 1.948, data_time: 1.022, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8773, loss_cls: 1.1734, loss: 1.1734, grad_norm: 7.9737 2020-08-04 10:15:31,241 - mmaction - INFO - Epoch [73][1800/3757] lr: 1.000e-03, eta: 2 days, 7:57:32, time: 1.992, data_time: 0.146, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8805, loss_cls: 1.2391, loss: 1.2391, grad_norm: 8.1363 2020-08-04 10:16:08,536 - mmaction - INFO - Epoch [73][1820/3757] lr: 1.000e-03, eta: 2 days, 7:56:52, time: 1.867, data_time: 0.261, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8633, loss_cls: 1.3768, loss: 1.3768, grad_norm: 8.3330 2020-08-04 10:16:51,543 - mmaction - INFO - Epoch [73][1840/3757] lr: 1.000e-03, eta: 2 days, 7:56:17, time: 2.147, data_time: 0.158, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8828, loss_cls: 1.2609, loss: 1.2609, grad_norm: 8.2631 2020-08-04 10:17:26,119 - mmaction - INFO - Epoch [73][1860/3757] lr: 1.000e-03, eta: 2 days, 7:55:34, time: 1.733, data_time: 0.146, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2631, loss: 1.2631, grad_norm: 8.4033 2020-08-04 10:18:08,237 - mmaction - INFO - Epoch [73][1880/3757] lr: 1.000e-03, eta: 2 days, 7:54:58, time: 2.104, data_time: 0.408, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8742, loss_cls: 1.2760, loss: 1.2760, grad_norm: 8.3292 2020-08-04 10:18:49,716 - mmaction - INFO - Epoch [73][1900/3757] lr: 1.000e-03, eta: 2 days, 7:54:21, time: 2.076, data_time: 0.012, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.2145, loss: 1.2145, grad_norm: 8.2534 2020-08-04 10:19:25,949 - mmaction - INFO - Epoch [73][1920/3757] lr: 1.000e-03, eta: 2 days, 7:53:40, time: 1.812, data_time: 0.003, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8828, loss_cls: 1.2223, loss: 1.2223, grad_norm: 8.2317 2020-08-04 10:20:05,278 - mmaction - INFO - Epoch [73][1940/3757] lr: 1.000e-03, eta: 2 days, 7:53:01, time: 1.966, data_time: 0.008, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.2691, loss: 1.2691, grad_norm: 8.2597 2020-08-04 10:20:43,998 - mmaction - INFO - Epoch [73][1960/3757] lr: 1.000e-03, eta: 2 days, 7:52:22, time: 1.935, data_time: 0.032, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4133, loss: 1.4133, grad_norm: 8.6908 2020-08-04 10:21:23,279 - mmaction - INFO - Epoch [73][1980/3757] lr: 1.000e-03, eta: 2 days, 7:51:43, time: 1.958, data_time: 0.015, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8672, loss_cls: 1.3017, loss: 1.3017, grad_norm: 8.1351 2020-08-04 10:22:03,524 - mmaction - INFO - Epoch [73][2000/3757] lr: 1.000e-03, eta: 2 days, 7:51:05, time: 2.019, data_time: 0.010, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8586, loss_cls: 1.3036, loss: 1.3036, grad_norm: 8.3544 2020-08-04 10:22:36,880 - mmaction - INFO - Epoch [73][2020/3757] lr: 1.000e-03, eta: 2 days, 7:50:21, time: 1.661, data_time: 0.003, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8516, loss_cls: 1.3202, loss: 1.3202, grad_norm: 8.5034 2020-08-04 10:23:18,297 - mmaction - INFO - Epoch [73][2040/3757] lr: 1.000e-03, eta: 2 days, 7:49:44, time: 2.075, data_time: 0.012, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2764, loss: 1.2764, grad_norm: 8.1952 2020-08-04 10:24:00,548 - mmaction - INFO - Epoch [73][2060/3757] lr: 1.000e-03, eta: 2 days, 7:49:08, time: 2.115, data_time: 0.018, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8812, loss_cls: 1.2927, loss: 1.2927, grad_norm: 8.3570 2020-08-04 10:24:36,900 - mmaction - INFO - Epoch [73][2080/3757] lr: 1.000e-03, eta: 2 days, 7:48:27, time: 1.815, data_time: 0.002, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8523, loss_cls: 1.3551, loss: 1.3551, grad_norm: 8.2714 2020-08-04 10:25:16,291 - mmaction - INFO - Epoch [73][2100/3757] lr: 1.000e-03, eta: 2 days, 7:47:48, time: 1.968, data_time: 0.412, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8734, loss_cls: 1.2433, loss: 1.2433, grad_norm: 7.9701 2020-08-04 10:25:55,054 - mmaction - INFO - Epoch [73][2120/3757] lr: 1.000e-03, eta: 2 days, 7:47:09, time: 1.938, data_time: 0.392, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8828, loss_cls: 1.2571, loss: 1.2571, grad_norm: 8.2694 2020-08-04 10:26:33,782 - mmaction - INFO - Epoch [73][2140/3757] lr: 1.000e-03, eta: 2 days, 7:46:30, time: 1.940, data_time: 0.113, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2881, loss: 1.2881, grad_norm: 8.1278 2020-08-04 10:27:14,643 - mmaction - INFO - Epoch [73][2160/3757] lr: 1.000e-03, eta: 2 days, 7:45:53, time: 2.042, data_time: 0.014, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8641, loss_cls: 1.2924, loss: 1.2924, grad_norm: 7.9999 2020-08-04 10:27:52,660 - mmaction - INFO - Epoch [73][2180/3757] lr: 1.000e-03, eta: 2 days, 7:45:13, time: 1.895, data_time: 0.009, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8508, loss_cls: 1.3620, loss: 1.3620, grad_norm: 8.4402 2020-08-04 10:28:32,761 - mmaction - INFO - Epoch [73][2200/3757] lr: 1.000e-03, eta: 2 days, 7:44:35, time: 2.012, data_time: 0.010, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.2978, loss: 1.2978, grad_norm: 8.4215 2020-08-04 10:29:07,914 - mmaction - INFO - Epoch [73][2220/3757] lr: 1.000e-03, eta: 2 days, 7:43:52, time: 1.748, data_time: 0.007, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8664, loss_cls: 1.2951, loss: 1.2951, grad_norm: 8.4352 2020-08-04 10:29:44,563 - mmaction - INFO - Epoch [73][2240/3757] lr: 1.000e-03, eta: 2 days, 7:43:11, time: 1.841, data_time: 0.012, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8812, loss_cls: 1.2574, loss: 1.2574, grad_norm: 8.4716 2020-08-04 10:30:29,051 - mmaction - INFO - Epoch [73][2260/3757] lr: 1.000e-03, eta: 2 days, 7:42:38, time: 2.222, data_time: 0.004, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.3523, loss: 1.3523, grad_norm: 8.7541 2020-08-04 10:31:06,635 - mmaction - INFO - Epoch [73][2280/3757] lr: 1.000e-03, eta: 2 days, 7:41:57, time: 1.881, data_time: 0.006, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2854, loss: 1.2854, grad_norm: 8.5876 2020-08-04 10:31:42,042 - mmaction - INFO - Epoch [73][2300/3757] lr: 1.000e-03, eta: 2 days, 7:41:15, time: 1.772, data_time: 0.063, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8633, loss_cls: 1.3152, loss: 1.3152, grad_norm: 8.4819 2020-08-04 10:32:22,046 - mmaction - INFO - Epoch [73][2320/3757] lr: 1.000e-03, eta: 2 days, 7:40:37, time: 1.995, data_time: 0.018, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8594, loss_cls: 1.2744, loss: 1.2744, grad_norm: 8.1261 2020-08-04 10:33:02,468 - mmaction - INFO - Epoch [73][2340/3757] lr: 1.000e-03, eta: 2 days, 7:40:00, time: 2.026, data_time: 0.008, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8766, loss_cls: 1.2097, loss: 1.2097, grad_norm: 8.3241 2020-08-04 10:33:46,787 - mmaction - INFO - Epoch [73][2360/3757] lr: 1.000e-03, eta: 2 days, 7:39:25, time: 2.214, data_time: 0.321, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8680, loss_cls: 1.3543, loss: 1.3543, grad_norm: 8.3972 2020-08-04 10:34:22,933 - mmaction - INFO - Epoch [73][2380/3757] lr: 1.000e-03, eta: 2 days, 7:38:44, time: 1.809, data_time: 0.091, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.2641, loss: 1.2641, grad_norm: 8.4685 2020-08-04 10:34:59,796 - mmaction - INFO - Epoch [73][2400/3757] lr: 1.000e-03, eta: 2 days, 7:38:03, time: 1.843, data_time: 0.003, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8734, loss_cls: 1.3211, loss: 1.3211, grad_norm: 8.3867 2020-08-04 10:35:40,614 - mmaction - INFO - Epoch [73][2420/3757] lr: 1.000e-03, eta: 2 days, 7:37:26, time: 2.037, data_time: 0.007, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8758, loss_cls: 1.2565, loss: 1.2565, grad_norm: 8.3342 2020-08-04 10:36:19,747 - mmaction - INFO - Epoch [73][2440/3757] lr: 1.000e-03, eta: 2 days, 7:36:47, time: 1.960, data_time: 0.009, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8750, loss_cls: 1.2658, loss: 1.2658, grad_norm: 8.3359 2020-08-04 10:37:00,107 - mmaction - INFO - Epoch [73][2460/3757] lr: 1.000e-03, eta: 2 days, 7:36:09, time: 2.011, data_time: 0.009, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8500, loss_cls: 1.3410, loss: 1.3410, grad_norm: 8.6668 2020-08-04 10:37:39,957 - mmaction - INFO - Epoch [73][2480/3757] lr: 1.000e-03, eta: 2 days, 7:35:31, time: 2.000, data_time: 0.011, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8578, loss_cls: 1.3241, loss: 1.3241, grad_norm: 8.0716 2020-08-04 10:38:17,904 - mmaction - INFO - Epoch [73][2500/3757] lr: 1.000e-03, eta: 2 days, 7:34:51, time: 1.894, data_time: 0.009, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8586, loss_cls: 1.3238, loss: 1.3238, grad_norm: 8.4380 2020-08-04 10:39:00,788 - mmaction - INFO - Epoch [73][2520/3757] lr: 1.000e-03, eta: 2 days, 7:34:16, time: 2.147, data_time: 0.009, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8523, loss_cls: 1.3539, loss: 1.3539, grad_norm: 8.5000 2020-08-04 10:39:41,150 - mmaction - INFO - Epoch [73][2540/3757] lr: 1.000e-03, eta: 2 days, 7:33:38, time: 2.013, data_time: 0.003, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.3930, loss: 1.3930, grad_norm: 8.7044 2020-08-04 10:40:19,952 - mmaction - INFO - Epoch [73][2560/3757] lr: 1.000e-03, eta: 2 days, 7:32:59, time: 1.936, data_time: 0.013, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.4030, loss: 1.4030, grad_norm: 8.4749 2020-08-04 10:40:56,530 - mmaction - INFO - Epoch [73][2580/3757] lr: 1.000e-03, eta: 2 days, 7:32:18, time: 1.839, data_time: 0.012, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8570, loss_cls: 1.2798, loss: 1.2798, grad_norm: 7.8906 2020-08-04 10:41:33,087 - mmaction - INFO - Epoch [73][2600/3757] lr: 1.000e-03, eta: 2 days, 7:31:37, time: 1.828, data_time: 0.006, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8781, loss_cls: 1.2854, loss: 1.2854, grad_norm: 8.7685 2020-08-04 10:42:13,129 - mmaction - INFO - Epoch [73][2620/3757] lr: 1.000e-03, eta: 2 days, 7:30:59, time: 1.994, data_time: 0.079, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8688, loss_cls: 1.3340, loss: 1.3340, grad_norm: 8.6283 2020-08-04 10:42:54,323 - mmaction - INFO - Epoch [73][2640/3757] lr: 1.000e-03, eta: 2 days, 7:30:22, time: 2.067, data_time: 0.011, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8898, loss_cls: 1.1902, loss: 1.1902, grad_norm: 8.0426 2020-08-04 10:43:34,120 - mmaction - INFO - Epoch [73][2660/3757] lr: 1.000e-03, eta: 2 days, 7:29:43, time: 1.984, data_time: 0.007, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8711, loss_cls: 1.3711, loss: 1.3711, grad_norm: 8.8824 2020-08-04 10:44:13,086 - mmaction - INFO - Epoch [73][2680/3757] lr: 1.000e-03, eta: 2 days, 7:29:05, time: 1.953, data_time: 0.102, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3726, loss: 1.3726, grad_norm: 8.7045 2020-08-04 10:44:51,239 - mmaction - INFO - Epoch [73][2700/3757] lr: 1.000e-03, eta: 2 days, 7:28:25, time: 1.907, data_time: 0.010, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8648, loss_cls: 1.2831, loss: 1.2831, grad_norm: 8.2829 2020-08-04 10:45:34,187 - mmaction - INFO - Epoch [73][2720/3757] lr: 1.000e-03, eta: 2 days, 7:27:49, time: 2.142, data_time: 0.004, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8836, loss_cls: 1.2164, loss: 1.2164, grad_norm: 8.5455 2020-08-04 10:46:08,484 - mmaction - INFO - Epoch [73][2740/3757] lr: 1.000e-03, eta: 2 days, 7:27:06, time: 1.722, data_time: 0.013, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8641, loss_cls: 1.2920, loss: 1.2920, grad_norm: 8.4951 2020-08-04 10:46:45,832 - mmaction - INFO - Epoch [73][2760/3757] lr: 1.000e-03, eta: 2 days, 7:26:26, time: 1.867, data_time: 0.008, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8664, loss_cls: 1.2861, loss: 1.2861, grad_norm: 8.1635 2020-08-04 10:47:26,878 - mmaction - INFO - Epoch [73][2780/3757] lr: 1.000e-03, eta: 2 days, 7:25:49, time: 2.053, data_time: 0.368, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.3041, loss: 1.3041, grad_norm: 8.4108 2020-08-04 10:48:05,829 - mmaction - INFO - Epoch [73][2800/3757] lr: 1.000e-03, eta: 2 days, 7:25:10, time: 1.942, data_time: 0.047, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8805, loss_cls: 1.2780, loss: 1.2780, grad_norm: 8.4198 2020-08-04 10:48:45,964 - mmaction - INFO - Epoch [73][2820/3757] lr: 1.000e-03, eta: 2 days, 7:24:32, time: 2.010, data_time: 0.030, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.4115, loss: 1.4115, grad_norm: 8.6759 2020-08-04 10:49:24,684 - mmaction - INFO - Epoch [73][2840/3757] lr: 1.000e-03, eta: 2 days, 7:23:53, time: 1.929, data_time: 0.106, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.3078, loss: 1.3078, grad_norm: 8.4130 2020-08-04 10:50:03,740 - mmaction - INFO - Epoch [73][2860/3757] lr: 1.000e-03, eta: 2 days, 7:23:14, time: 1.961, data_time: 0.263, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8594, loss_cls: 1.3424, loss: 1.3424, grad_norm: 8.4832 2020-08-04 10:50:41,277 - mmaction - INFO - Epoch [73][2880/3757] lr: 1.000e-03, eta: 2 days, 7:22:34, time: 1.879, data_time: 0.348, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8625, loss_cls: 1.3077, loss: 1.3077, grad_norm: 8.1104 2020-08-04 10:51:20,530 - mmaction - INFO - Epoch [73][2900/3757] lr: 1.000e-03, eta: 2 days, 7:21:55, time: 1.953, data_time: 0.007, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8859, loss_cls: 1.1969, loss: 1.1969, grad_norm: 8.0402 2020-08-04 10:51:56,838 - mmaction - INFO - Epoch [73][2920/3757] lr: 1.000e-03, eta: 2 days, 7:21:13, time: 1.822, data_time: 0.012, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8766, loss_cls: 1.2620, loss: 1.2620, grad_norm: 8.4364 2020-08-04 10:52:38,603 - mmaction - INFO - Epoch [73][2940/3757] lr: 1.000e-03, eta: 2 days, 7:20:37, time: 2.091, data_time: 0.005, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8523, loss_cls: 1.3939, loss: 1.3939, grad_norm: 8.4928 2020-08-04 10:53:18,815 - mmaction - INFO - Epoch [73][2960/3757] lr: 1.000e-03, eta: 2 days, 7:19:59, time: 2.010, data_time: 0.002, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.2687, loss: 1.2687, grad_norm: 8.2362 2020-08-04 10:53:58,872 - mmaction - INFO - Epoch [73][2980/3757] lr: 1.000e-03, eta: 2 days, 7:19:21, time: 1.994, data_time: 0.093, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8664, loss_cls: 1.3250, loss: 1.3250, grad_norm: 8.6020 2020-08-04 10:54:36,698 - mmaction - INFO - Epoch [73][3000/3757] lr: 1.000e-03, eta: 2 days, 7:18:41, time: 1.899, data_time: 0.183, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.3819, loss: 1.3819, grad_norm: 8.6741 2020-08-04 10:55:17,558 - mmaction - INFO - Epoch [73][3020/3757] lr: 1.000e-03, eta: 2 days, 7:18:04, time: 2.044, data_time: 0.268, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8719, loss_cls: 1.3320, loss: 1.3320, grad_norm: 8.5864 2020-08-04 10:55:55,373 - mmaction - INFO - Epoch [73][3040/3757] lr: 1.000e-03, eta: 2 days, 7:17:24, time: 1.890, data_time: 1.289, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.3102, loss: 1.3102, grad_norm: 8.5240 2020-08-04 10:56:31,321 - mmaction - INFO - Epoch [73][3060/3757] lr: 1.000e-03, eta: 2 days, 7:16:42, time: 1.793, data_time: 0.145, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8633, loss_cls: 1.3267, loss: 1.3267, grad_norm: 8.2112 2020-08-04 10:57:11,133 - mmaction - INFO - Epoch [73][3080/3757] lr: 1.000e-03, eta: 2 days, 7:16:04, time: 1.993, data_time: 0.009, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8672, loss_cls: 1.3350, loss: 1.3350, grad_norm: 8.2213 2020-08-04 10:57:48,538 - mmaction - INFO - Epoch [73][3100/3757] lr: 1.000e-03, eta: 2 days, 7:15:24, time: 1.872, data_time: 0.006, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8836, loss_cls: 1.2291, loss: 1.2291, grad_norm: 8.2990 2020-08-04 10:58:25,419 - mmaction - INFO - Epoch [73][3120/3757] lr: 1.000e-03, eta: 2 days, 7:14:43, time: 1.844, data_time: 0.487, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8594, loss_cls: 1.4090, loss: 1.4090, grad_norm: 8.9229 2020-08-04 10:59:06,164 - mmaction - INFO - Epoch [73][3140/3757] lr: 1.000e-03, eta: 2 days, 7:14:05, time: 2.031, data_time: 0.186, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8617, loss_cls: 1.3200, loss: 1.3200, grad_norm: 8.5742 2020-08-04 10:59:44,747 - mmaction - INFO - Epoch [73][3160/3757] lr: 1.000e-03, eta: 2 days, 7:13:26, time: 1.936, data_time: 0.009, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8562, loss_cls: 1.2755, loss: 1.2755, grad_norm: 8.1895 2020-08-04 11:00:21,164 - mmaction - INFO - Epoch [73][3180/3757] lr: 1.000e-03, eta: 2 days, 7:12:44, time: 1.805, data_time: 0.008, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8727, loss_cls: 1.3276, loss: 1.3276, grad_norm: 8.8208 2020-08-04 11:00:58,789 - mmaction - INFO - Epoch [73][3200/3757] lr: 1.000e-03, eta: 2 days, 7:12:05, time: 1.898, data_time: 0.220, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8562, loss_cls: 1.3293, loss: 1.3293, grad_norm: 8.5512 2020-08-04 11:01:37,144 - mmaction - INFO - Epoch [73][3220/3757] lr: 1.000e-03, eta: 2 days, 7:11:25, time: 1.915, data_time: 0.113, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.3281, loss: 1.3281, grad_norm: 8.4435 2020-08-04 11:02:16,775 - mmaction - INFO - Epoch [73][3240/3757] lr: 1.000e-03, eta: 2 days, 7:10:47, time: 1.983, data_time: 0.005, memory: 5166, top1_acc: 0.6492, top5_acc: 0.8586, loss_cls: 1.4052, loss: 1.4052, grad_norm: 8.8094 2020-08-04 11:02:54,511 - mmaction - INFO - Epoch [73][3260/3757] lr: 1.000e-03, eta: 2 days, 7:10:07, time: 1.885, data_time: 0.006, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3596, loss: 1.3596, grad_norm: 8.8468 2020-08-04 11:03:35,295 - mmaction - INFO - Epoch [73][3280/3757] lr: 1.000e-03, eta: 2 days, 7:09:29, time: 2.039, data_time: 0.741, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2798, loss: 1.2798, grad_norm: 8.3478 2020-08-04 11:04:17,182 - mmaction - INFO - Epoch [73][3300/3757] lr: 1.000e-03, eta: 2 days, 7:08:53, time: 2.095, data_time: 0.339, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3937, loss: 1.3937, grad_norm: 8.6103 2020-08-04 11:04:50,092 - mmaction - INFO - Epoch [73][3320/3757] lr: 1.000e-03, eta: 2 days, 7:08:08, time: 1.647, data_time: 0.694, memory: 5166, top1_acc: 0.6469, top5_acc: 0.8578, loss_cls: 1.3761, loss: 1.3761, grad_norm: 8.9578 2020-08-04 11:05:31,979 - mmaction - INFO - Epoch [73][3340/3757] lr: 1.000e-03, eta: 2 days, 7:07:32, time: 2.090, data_time: 0.642, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.3105, loss: 1.3105, grad_norm: 8.4137 2020-08-04 11:06:06,701 - mmaction - INFO - Epoch [73][3360/3757] lr: 1.000e-03, eta: 2 days, 7:06:49, time: 1.733, data_time: 0.079, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8617, loss_cls: 1.3601, loss: 1.3601, grad_norm: 8.5985 2020-08-04 11:06:47,944 - mmaction - INFO - Epoch [73][3380/3757] lr: 1.000e-03, eta: 2 days, 7:06:12, time: 2.069, data_time: 0.034, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.3903, loss: 1.3903, grad_norm: 8.5377 2020-08-04 11:07:28,619 - mmaction - INFO - Epoch [73][3400/3757] lr: 1.000e-03, eta: 2 days, 7:05:35, time: 2.025, data_time: 0.008, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8805, loss_cls: 1.2698, loss: 1.2698, grad_norm: 8.2231 2020-08-04 11:08:05,920 - mmaction - INFO - Epoch [73][3420/3757] lr: 1.000e-03, eta: 2 days, 7:04:55, time: 1.873, data_time: 0.011, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.3007, loss: 1.3007, grad_norm: 8.4008 2020-08-04 11:08:46,846 - mmaction - INFO - Epoch [73][3440/3757] lr: 1.000e-03, eta: 2 days, 7:04:17, time: 2.039, data_time: 0.022, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8656, loss_cls: 1.3368, loss: 1.3368, grad_norm: 8.5112 2020-08-04 11:09:24,933 - mmaction - INFO - Epoch [73][3460/3757] lr: 1.000e-03, eta: 2 days, 7:03:38, time: 1.911, data_time: 0.017, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8641, loss_cls: 1.3259, loss: 1.3259, grad_norm: 8.5249 2020-08-04 11:10:08,199 - mmaction - INFO - Epoch [73][3480/3757] lr: 1.000e-03, eta: 2 days, 7:03:03, time: 2.164, data_time: 0.009, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2556, loss: 1.2556, grad_norm: 8.2663 2020-08-04 11:10:45,100 - mmaction - INFO - Epoch [73][3500/3757] lr: 1.000e-03, eta: 2 days, 7:02:22, time: 1.839, data_time: 0.005, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8789, loss_cls: 1.2262, loss: 1.2262, grad_norm: 8.2496 2020-08-04 11:11:23,380 - mmaction - INFO - Epoch [73][3520/3757] lr: 1.000e-03, eta: 2 days, 7:01:42, time: 1.918, data_time: 0.009, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8547, loss_cls: 1.3206, loss: 1.3206, grad_norm: 8.3725 2020-08-04 11:11:59,351 - mmaction - INFO - Epoch [73][3540/3757] lr: 1.000e-03, eta: 2 days, 7:01:00, time: 1.794, data_time: 0.009, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8641, loss_cls: 1.3288, loss: 1.3288, grad_norm: 8.6481 2020-08-04 11:12:36,515 - mmaction - INFO - Epoch [73][3560/3757] lr: 1.000e-03, eta: 2 days, 7:00:20, time: 1.864, data_time: 0.010, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8484, loss_cls: 1.3904, loss: 1.3904, grad_norm: 8.4765 2020-08-04 11:13:16,892 - mmaction - INFO - Epoch [73][3580/3757] lr: 1.000e-03, eta: 2 days, 6:59:42, time: 2.017, data_time: 0.484, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8492, loss_cls: 1.4572, loss: 1.4572, grad_norm: 8.8973 2020-08-04 11:13:56,572 - mmaction - INFO - Epoch [73][3600/3757] lr: 1.000e-03, eta: 2 days, 6:59:04, time: 1.986, data_time: 0.785, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8781, loss_cls: 1.2256, loss: 1.2256, grad_norm: 8.2138 2020-08-04 11:14:38,811 - mmaction - INFO - Epoch [73][3620/3757] lr: 1.000e-03, eta: 2 days, 6:58:28, time: 2.108, data_time: 0.219, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8719, loss_cls: 1.3281, loss: 1.3281, grad_norm: 8.6882 2020-08-04 11:15:18,735 - mmaction - INFO - Epoch [73][3640/3757] lr: 1.000e-03, eta: 2 days, 6:57:50, time: 1.997, data_time: 0.010, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2350, loss: 1.2350, grad_norm: 8.2103 2020-08-04 11:15:56,470 - mmaction - INFO - Epoch [73][3660/3757] lr: 1.000e-03, eta: 2 days, 6:57:10, time: 1.890, data_time: 0.010, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8695, loss_cls: 1.3199, loss: 1.3199, grad_norm: 8.2992 2020-08-04 11:16:37,184 - mmaction - INFO - Epoch [73][3680/3757] lr: 1.000e-03, eta: 2 days, 6:56:32, time: 2.029, data_time: 0.016, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8383, loss_cls: 1.4196, loss: 1.4196, grad_norm: 8.4762 2020-08-04 11:17:12,841 - mmaction - INFO - Epoch [73][3700/3757] lr: 1.000e-03, eta: 2 days, 6:55:50, time: 1.789, data_time: 0.010, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.3957, loss: 1.3957, grad_norm: 8.5787 2020-08-04 11:17:52,541 - mmaction - INFO - Epoch [73][3720/3757] lr: 1.000e-03, eta: 2 days, 6:55:12, time: 1.987, data_time: 0.013, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8836, loss_cls: 1.2307, loss: 1.2307, grad_norm: 8.1830 2020-08-04 11:18:33,926 - mmaction - INFO - Epoch [73][3740/3757] lr: 1.000e-03, eta: 2 days, 6:54:35, time: 2.069, data_time: 0.009, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8656, loss_cls: 1.3801, loss: 1.3801, grad_norm: 8.5871 2020-08-04 11:18:57,213 - mmaction - INFO - Saving checkpoint at 73 epochs 2020-08-04 11:19:55,554 - mmaction - INFO - Epoch [74][20/3757] lr: 1.000e-03, eta: 2 days, 6:53:10, time: 2.872, data_time: 0.967, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2535, loss: 1.2535, grad_norm: 8.2675 2020-08-04 11:20:34,231 - mmaction - INFO - Epoch [74][40/3757] lr: 1.000e-03, eta: 2 days, 6:52:31, time: 1.940, data_time: 0.010, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8789, loss_cls: 1.2361, loss: 1.2361, grad_norm: 8.0439 2020-08-04 11:21:12,230 - mmaction - INFO - Epoch [74][60/3757] lr: 1.000e-03, eta: 2 days, 6:51:51, time: 1.896, data_time: 0.009, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8664, loss_cls: 1.2861, loss: 1.2861, grad_norm: 8.4047 2020-08-04 11:21:51,641 - mmaction - INFO - Epoch [74][80/3757] lr: 1.000e-03, eta: 2 days, 6:51:12, time: 1.974, data_time: 0.009, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.3476, loss: 1.3476, grad_norm: 8.4868 2020-08-04 11:22:30,674 - mmaction - INFO - Epoch [74][100/3757] lr: 1.000e-03, eta: 2 days, 6:50:33, time: 1.951, data_time: 0.003, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3599, loss: 1.3599, grad_norm: 8.6402 2020-08-04 11:23:11,167 - mmaction - INFO - Epoch [74][120/3757] lr: 1.000e-03, eta: 2 days, 6:49:56, time: 2.025, data_time: 0.009, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8602, loss_cls: 1.3695, loss: 1.3695, grad_norm: 8.5476 2020-08-04 11:23:50,059 - mmaction - INFO - Epoch [74][140/3757] lr: 1.000e-03, eta: 2 days, 6:49:17, time: 1.936, data_time: 0.004, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8734, loss_cls: 1.2937, loss: 1.2937, grad_norm: 8.3368 2020-08-04 11:24:30,819 - mmaction - INFO - Epoch [74][160/3757] lr: 1.000e-03, eta: 2 days, 6:48:39, time: 2.041, data_time: 0.012, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3229, loss: 1.3229, grad_norm: 8.5273 2020-08-04 11:25:11,098 - mmaction - INFO - Epoch [74][180/3757] lr: 1.000e-03, eta: 2 days, 6:48:02, time: 2.019, data_time: 0.013, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8531, loss_cls: 1.4372, loss: 1.4372, grad_norm: 8.8332 2020-08-04 11:25:47,063 - mmaction - INFO - Epoch [74][200/3757] lr: 1.000e-03, eta: 2 days, 6:47:20, time: 1.799, data_time: 0.099, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8695, loss_cls: 1.2576, loss: 1.2576, grad_norm: 8.3967 2020-08-04 11:26:25,660 - mmaction - INFO - Epoch [74][220/3757] lr: 1.000e-03, eta: 2 days, 6:46:41, time: 1.927, data_time: 0.505, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2494, loss: 1.2494, grad_norm: 8.3667 2020-08-04 11:27:06,642 - mmaction - INFO - Epoch [74][240/3757] lr: 1.000e-03, eta: 2 days, 6:46:04, time: 2.051, data_time: 0.504, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2689, loss: 1.2689, grad_norm: 8.5861 2020-08-04 11:27:47,692 - mmaction - INFO - Epoch [74][260/3757] lr: 1.000e-03, eta: 2 days, 6:45:26, time: 2.049, data_time: 0.007, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8695, loss_cls: 1.2790, loss: 1.2790, grad_norm: 8.3476 2020-08-04 11:28:27,858 - mmaction - INFO - Epoch [74][280/3757] lr: 1.000e-03, eta: 2 days, 6:44:49, time: 2.012, data_time: 0.008, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2492, loss: 1.2492, grad_norm: 8.2305 2020-08-04 11:29:06,522 - mmaction - INFO - Epoch [74][300/3757] lr: 1.000e-03, eta: 2 days, 6:44:09, time: 1.925, data_time: 0.008, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8570, loss_cls: 1.3270, loss: 1.3270, grad_norm: 8.2887 2020-08-04 11:29:45,116 - mmaction - INFO - Epoch [74][320/3757] lr: 1.000e-03, eta: 2 days, 6:43:30, time: 1.938, data_time: 0.147, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8750, loss_cls: 1.2540, loss: 1.2540, grad_norm: 8.5165 2020-08-04 11:30:22,393 - mmaction - INFO - Epoch [74][340/3757] lr: 1.000e-03, eta: 2 days, 6:42:50, time: 1.859, data_time: 0.331, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8680, loss_cls: 1.2862, loss: 1.2862, grad_norm: 8.2313 2020-08-04 11:31:03,574 - mmaction - INFO - Epoch [74][360/3757] lr: 1.000e-03, eta: 2 days, 6:42:13, time: 2.063, data_time: 0.014, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8742, loss_cls: 1.2482, loss: 1.2482, grad_norm: 8.2689 2020-08-04 11:31:42,743 - mmaction - INFO - Epoch [74][380/3757] lr: 1.000e-03, eta: 2 days, 6:41:34, time: 1.953, data_time: 0.010, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3050, loss: 1.3050, grad_norm: 8.7029 2020-08-04 11:32:21,889 - mmaction - INFO - Epoch [74][400/3757] lr: 1.000e-03, eta: 2 days, 6:40:55, time: 1.963, data_time: 0.049, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8789, loss_cls: 1.2078, loss: 1.2078, grad_norm: 8.4722 2020-08-04 11:33:04,011 - mmaction - INFO - Epoch [74][420/3757] lr: 1.000e-03, eta: 2 days, 6:40:19, time: 2.101, data_time: 0.086, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2328, loss: 1.2328, grad_norm: 8.0550 2020-08-04 11:33:41,020 - mmaction - INFO - Epoch [74][440/3757] lr: 1.000e-03, eta: 2 days, 6:39:38, time: 1.849, data_time: 0.299, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8750, loss_cls: 1.2196, loss: 1.2196, grad_norm: 8.2603 2020-08-04 11:34:22,665 - mmaction - INFO - Epoch [74][460/3757] lr: 1.000e-03, eta: 2 days, 6:39:02, time: 2.089, data_time: 0.022, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2688, loss: 1.2688, grad_norm: 8.2497 2020-08-04 11:35:01,085 - mmaction - INFO - Epoch [74][480/3757] lr: 1.000e-03, eta: 2 days, 6:38:22, time: 1.918, data_time: 0.171, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8711, loss_cls: 1.2842, loss: 1.2842, grad_norm: 8.2756 2020-08-04 11:35:41,139 - mmaction - INFO - Epoch [74][500/3757] lr: 1.000e-03, eta: 2 days, 6:37:44, time: 2.006, data_time: 0.008, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3249, loss: 1.3249, grad_norm: 8.6131 2020-08-04 11:36:18,875 - mmaction - INFO - Epoch [74][520/3757] lr: 1.000e-03, eta: 2 days, 6:37:04, time: 1.883, data_time: 0.008, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.2922, loss: 1.2922, grad_norm: 8.6131 2020-08-04 11:36:56,254 - mmaction - INFO - Epoch [74][540/3757] lr: 1.000e-03, eta: 2 days, 6:36:24, time: 1.873, data_time: 0.011, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.3023, loss: 1.3023, grad_norm: 8.2179 2020-08-04 11:37:35,842 - mmaction - INFO - Epoch [74][560/3757] lr: 1.000e-03, eta: 2 days, 6:35:45, time: 1.980, data_time: 0.002, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8656, loss_cls: 1.3160, loss: 1.3160, grad_norm: 8.5263 2020-08-04 11:38:16,287 - mmaction - INFO - Epoch [74][580/3757] lr: 1.000e-03, eta: 2 days, 6:35:07, time: 2.012, data_time: 0.008, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.3392, loss: 1.3392, grad_norm: 8.4543 2020-08-04 11:38:53,181 - mmaction - INFO - Epoch [74][600/3757] lr: 1.000e-03, eta: 2 days, 6:34:27, time: 1.853, data_time: 0.013, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.3168, loss: 1.3168, grad_norm: 8.3550 2020-08-04 11:39:28,361 - mmaction - INFO - Epoch [74][620/3757] lr: 1.000e-03, eta: 2 days, 6:33:44, time: 1.759, data_time: 0.009, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.2978, loss: 1.2978, grad_norm: 8.2457 2020-08-04 11:40:09,868 - mmaction - INFO - Epoch [74][640/3757] lr: 1.000e-03, eta: 2 days, 6:33:08, time: 2.075, data_time: 0.004, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8703, loss_cls: 1.2685, loss: 1.2685, grad_norm: 8.4020 2020-08-04 11:40:50,084 - mmaction - INFO - Epoch [74][660/3757] lr: 1.000e-03, eta: 2 days, 6:32:30, time: 2.011, data_time: 0.306, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3523, loss: 1.3523, grad_norm: 8.6100 2020-08-04 11:41:27,982 - mmaction - INFO - Epoch [74][680/3757] lr: 1.000e-03, eta: 2 days, 6:31:50, time: 1.894, data_time: 0.169, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8531, loss_cls: 1.3448, loss: 1.3448, grad_norm: 8.6474 2020-08-04 11:42:06,616 - mmaction - INFO - Epoch [74][700/3757] lr: 1.000e-03, eta: 2 days, 6:31:11, time: 1.928, data_time: 0.167, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8766, loss_cls: 1.2504, loss: 1.2504, grad_norm: 8.3032 2020-08-04 11:42:47,518 - mmaction - INFO - Epoch [74][720/3757] lr: 1.000e-03, eta: 2 days, 6:30:33, time: 2.049, data_time: 0.490, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2987, loss: 1.2987, grad_norm: 8.4833 2020-08-04 11:43:25,436 - mmaction - INFO - Epoch [74][740/3757] lr: 1.000e-03, eta: 2 days, 6:29:54, time: 1.897, data_time: 0.241, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8547, loss_cls: 1.3453, loss: 1.3453, grad_norm: 8.5606 2020-08-04 11:44:05,823 - mmaction - INFO - Epoch [74][760/3757] lr: 1.000e-03, eta: 2 days, 6:29:16, time: 2.020, data_time: 0.005, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8789, loss_cls: 1.2677, loss: 1.2677, grad_norm: 8.3531 2020-08-04 11:44:44,189 - mmaction - INFO - Epoch [74][780/3757] lr: 1.000e-03, eta: 2 days, 6:28:36, time: 1.911, data_time: 0.011, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3086, loss: 1.3086, grad_norm: 8.6424 2020-08-04 11:45:23,748 - mmaction - INFO - Epoch [74][800/3757] lr: 1.000e-03, eta: 2 days, 6:27:58, time: 1.981, data_time: 0.014, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8789, loss_cls: 1.3021, loss: 1.3021, grad_norm: 8.7053 2020-08-04 11:46:05,532 - mmaction - INFO - Epoch [74][820/3757] lr: 1.000e-03, eta: 2 days, 6:27:21, time: 2.094, data_time: 0.007, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3281, loss: 1.3281, grad_norm: 8.1955 2020-08-04 11:46:41,797 - mmaction - INFO - Epoch [74][840/3757] lr: 1.000e-03, eta: 2 days, 6:26:40, time: 1.804, data_time: 0.007, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2152, loss: 1.2152, grad_norm: 8.2090 2020-08-04 11:47:20,264 - mmaction - INFO - Epoch [74][860/3757] lr: 1.000e-03, eta: 2 days, 6:26:01, time: 1.932, data_time: 0.011, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8727, loss_cls: 1.3137, loss: 1.3137, grad_norm: 8.5996 2020-08-04 11:48:01,354 - mmaction - INFO - Epoch [74][880/3757] lr: 1.000e-03, eta: 2 days, 6:25:24, time: 2.050, data_time: 0.013, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2831, loss: 1.2831, grad_norm: 8.3801 2020-08-04 11:48:40,964 - mmaction - INFO - Epoch [74][900/3757] lr: 1.000e-03, eta: 2 days, 6:24:45, time: 1.984, data_time: 0.009, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8438, loss_cls: 1.3332, loss: 1.3332, grad_norm: 8.2939 2020-08-04 11:49:19,349 - mmaction - INFO - Epoch [74][920/3757] lr: 1.000e-03, eta: 2 days, 6:24:06, time: 1.912, data_time: 0.009, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8867, loss_cls: 1.2236, loss: 1.2236, grad_norm: 8.2887 2020-08-04 11:49:58,052 - mmaction - INFO - Epoch [74][940/3757] lr: 1.000e-03, eta: 2 days, 6:23:27, time: 1.943, data_time: 0.010, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8625, loss_cls: 1.2514, loss: 1.2514, grad_norm: 8.3234 2020-08-04 11:50:38,474 - mmaction - INFO - Epoch [74][960/3757] lr: 1.000e-03, eta: 2 days, 6:22:49, time: 2.017, data_time: 0.080, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.3062, loss: 1.3062, grad_norm: 8.5903 2020-08-04 11:51:16,496 - mmaction - INFO - Epoch [74][980/3757] lr: 1.000e-03, eta: 2 days, 6:22:09, time: 1.904, data_time: 0.009, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8672, loss_cls: 1.2688, loss: 1.2688, grad_norm: 8.2731 2020-08-04 11:51:56,043 - mmaction - INFO - Epoch [74][1000/3757] lr: 1.000e-03, eta: 2 days, 6:21:31, time: 1.973, data_time: 0.003, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.3605, loss: 1.3605, grad_norm: 8.6891 2020-08-04 11:52:32,794 - mmaction - INFO - Epoch [74][1020/3757] lr: 1.000e-03, eta: 2 days, 6:20:50, time: 1.841, data_time: 0.018, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8805, loss_cls: 1.2225, loss: 1.2225, grad_norm: 8.1595 2020-08-04 11:53:11,167 - mmaction - INFO - Epoch [74][1040/3757] lr: 1.000e-03, eta: 2 days, 6:20:10, time: 1.911, data_time: 0.025, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8609, loss_cls: 1.2697, loss: 1.2697, grad_norm: 8.1931 2020-08-04 11:53:51,395 - mmaction - INFO - Epoch [74][1060/3757] lr: 1.000e-03, eta: 2 days, 6:19:32, time: 2.010, data_time: 0.050, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2190, loss: 1.2190, grad_norm: 8.1714 2020-08-04 11:54:29,378 - mmaction - INFO - Epoch [74][1080/3757] lr: 1.000e-03, eta: 2 days, 6:18:52, time: 1.909, data_time: 0.014, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2567, loss: 1.2567, grad_norm: 7.8816 2020-08-04 11:55:07,830 - mmaction - INFO - Epoch [74][1100/3757] lr: 1.000e-03, eta: 2 days, 6:18:13, time: 1.923, data_time: 0.009, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8742, loss_cls: 1.3008, loss: 1.3008, grad_norm: 8.7508 2020-08-04 11:55:48,560 - mmaction - INFO - Epoch [74][1120/3757] lr: 1.000e-03, eta: 2 days, 6:17:36, time: 2.037, data_time: 0.002, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.2837, loss: 1.2837, grad_norm: 8.5438 2020-08-04 11:56:27,474 - mmaction - INFO - Epoch [74][1140/3757] lr: 1.000e-03, eta: 2 days, 6:16:57, time: 1.939, data_time: 0.008, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8570, loss_cls: 1.3716, loss: 1.3716, grad_norm: 8.6935 2020-08-04 11:57:05,137 - mmaction - INFO - Epoch [74][1160/3757] lr: 1.000e-03, eta: 2 days, 6:16:16, time: 1.883, data_time: 0.041, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8766, loss_cls: 1.2482, loss: 1.2482, grad_norm: 8.4821 2020-08-04 11:57:44,995 - mmaction - INFO - Epoch [74][1180/3757] lr: 1.000e-03, eta: 2 days, 6:15:38, time: 1.999, data_time: 0.011, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.3288, loss: 1.3288, grad_norm: 8.5917 2020-08-04 11:58:24,161 - mmaction - INFO - Epoch [74][1200/3757] lr: 1.000e-03, eta: 2 days, 6:14:59, time: 1.952, data_time: 0.049, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8695, loss_cls: 1.3207, loss: 1.3207, grad_norm: 8.5012 2020-08-04 11:59:03,289 - mmaction - INFO - Epoch [74][1220/3757] lr: 1.000e-03, eta: 2 days, 6:14:21, time: 1.963, data_time: 0.009, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8773, loss_cls: 1.2748, loss: 1.2748, grad_norm: 8.6838 2020-08-04 11:59:44,535 - mmaction - INFO - Epoch [74][1240/3757] lr: 1.000e-03, eta: 2 days, 6:13:44, time: 2.055, data_time: 0.006, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.3014, loss: 1.3014, grad_norm: 8.4519 2020-08-04 12:00:21,291 - mmaction - INFO - Epoch [74][1260/3757] lr: 1.000e-03, eta: 2 days, 6:13:03, time: 1.829, data_time: 0.076, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2814, loss: 1.2814, grad_norm: 8.5092 2020-08-04 12:01:04,569 - mmaction - INFO - Epoch [74][1280/3757] lr: 1.000e-03, eta: 2 days, 6:12:28, time: 2.177, data_time: 0.067, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2451, loss: 1.2451, grad_norm: 8.0756 2020-08-04 12:01:45,400 - mmaction - INFO - Epoch [74][1300/3757] lr: 1.000e-03, eta: 2 days, 6:11:50, time: 2.043, data_time: 0.010, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8805, loss_cls: 1.2573, loss: 1.2573, grad_norm: 8.3154 2020-08-04 12:02:25,301 - mmaction - INFO - Epoch [74][1320/3757] lr: 1.000e-03, eta: 2 days, 6:11:12, time: 1.997, data_time: 0.004, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.3094, loss: 1.3094, grad_norm: 8.4235 2020-08-04 12:03:00,825 - mmaction - INFO - Epoch [74][1340/3757] lr: 1.000e-03, eta: 2 days, 6:10:30, time: 1.775, data_time: 0.002, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.3348, loss: 1.3348, grad_norm: 8.3855 2020-08-04 12:03:37,206 - mmaction - INFO - Epoch [74][1360/3757] lr: 1.000e-03, eta: 2 days, 6:09:49, time: 1.811, data_time: 0.021, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8453, loss_cls: 1.3683, loss: 1.3683, grad_norm: 8.4348 2020-08-04 12:04:18,158 - mmaction - INFO - Epoch [74][1380/3757] lr: 1.000e-03, eta: 2 days, 6:09:12, time: 2.055, data_time: 0.089, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8633, loss_cls: 1.2808, loss: 1.2808, grad_norm: 8.4359 2020-08-04 12:04:56,834 - mmaction - INFO - Epoch [74][1400/3757] lr: 1.000e-03, eta: 2 days, 6:08:32, time: 1.927, data_time: 0.074, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3540, loss: 1.3540, grad_norm: 8.5269 2020-08-04 12:05:33,867 - mmaction - INFO - Epoch [74][1420/3757] lr: 1.000e-03, eta: 2 days, 6:07:52, time: 1.852, data_time: 0.210, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8586, loss_cls: 1.3871, loss: 1.3871, grad_norm: 8.5655 2020-08-04 12:06:15,106 - mmaction - INFO - Epoch [74][1440/3757] lr: 1.000e-03, eta: 2 days, 6:07:15, time: 2.069, data_time: 0.018, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8750, loss_cls: 1.2072, loss: 1.2072, grad_norm: 7.9882 2020-08-04 12:06:54,012 - mmaction - INFO - Epoch [74][1460/3757] lr: 1.000e-03, eta: 2 days, 6:06:36, time: 1.938, data_time: 0.015, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8664, loss_cls: 1.3019, loss: 1.3019, grad_norm: 8.2248 2020-08-04 12:07:34,769 - mmaction - INFO - Epoch [74][1480/3757] lr: 1.000e-03, eta: 2 days, 6:05:58, time: 2.044, data_time: 0.010, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8602, loss_cls: 1.3175, loss: 1.3175, grad_norm: 8.4703 2020-08-04 12:08:11,533 - mmaction - INFO - Epoch [74][1500/3757] lr: 1.000e-03, eta: 2 days, 6:05:18, time: 1.840, data_time: 0.003, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8781, loss_cls: 1.2595, loss: 1.2595, grad_norm: 8.4611 2020-08-04 12:08:54,392 - mmaction - INFO - Epoch [74][1520/3757] lr: 1.000e-03, eta: 2 days, 6:04:42, time: 2.143, data_time: 0.007, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.2252, loss: 1.2252, grad_norm: 8.3390 2020-08-04 12:09:28,666 - mmaction - INFO - Epoch [74][1540/3757] lr: 1.000e-03, eta: 2 days, 6:03:59, time: 1.711, data_time: 0.019, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.3115, loss: 1.3115, grad_norm: 8.3291 2020-08-04 12:10:08,680 - mmaction - INFO - Epoch [74][1560/3757] lr: 1.000e-03, eta: 2 days, 6:03:21, time: 2.003, data_time: 0.530, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8688, loss_cls: 1.3395, loss: 1.3395, grad_norm: 8.5551 2020-08-04 12:10:48,817 - mmaction - INFO - Epoch [74][1580/3757] lr: 1.000e-03, eta: 2 days, 6:02:43, time: 2.006, data_time: 0.489, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8500, loss_cls: 1.3412, loss: 1.3412, grad_norm: 8.3323 2020-08-04 12:11:25,263 - mmaction - INFO - Epoch [74][1600/3757] lr: 1.000e-03, eta: 2 days, 6:02:02, time: 1.818, data_time: 0.832, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8734, loss_cls: 1.2757, loss: 1.2757, grad_norm: 8.4039 2020-08-04 12:12:02,625 - mmaction - INFO - Epoch [74][1620/3757] lr: 1.000e-03, eta: 2 days, 6:01:21, time: 1.872, data_time: 0.255, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8719, loss_cls: 1.2259, loss: 1.2259, grad_norm: 8.0489 2020-08-04 12:12:42,072 - mmaction - INFO - Epoch [74][1640/3757] lr: 1.000e-03, eta: 2 days, 6:00:43, time: 1.973, data_time: 0.008, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8625, loss_cls: 1.3893, loss: 1.3893, grad_norm: 8.6836 2020-08-04 12:13:20,434 - mmaction - INFO - Epoch [74][1660/3757] lr: 1.000e-03, eta: 2 days, 6:00:03, time: 1.915, data_time: 0.021, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2359, loss: 1.2359, grad_norm: 8.1151 2020-08-04 12:14:01,503 - mmaction - INFO - Epoch [74][1680/3757] lr: 1.000e-03, eta: 2 days, 5:59:26, time: 2.055, data_time: 0.008, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8672, loss_cls: 1.3498, loss: 1.3498, grad_norm: 8.7220 2020-08-04 12:14:40,693 - mmaction - INFO - Epoch [74][1700/3757] lr: 1.000e-03, eta: 2 days, 5:58:47, time: 1.952, data_time: 0.446, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8555, loss_cls: 1.3303, loss: 1.3303, grad_norm: 8.5476 2020-08-04 12:15:18,786 - mmaction - INFO - Epoch [74][1720/3757] lr: 1.000e-03, eta: 2 days, 5:58:08, time: 1.913, data_time: 0.102, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2472, loss: 1.2472, grad_norm: 8.1896 2020-08-04 12:15:57,316 - mmaction - INFO - Epoch [74][1740/3757] lr: 1.000e-03, eta: 2 days, 5:57:28, time: 1.924, data_time: 0.263, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8531, loss_cls: 1.3946, loss: 1.3946, grad_norm: 8.7551 2020-08-04 12:16:36,184 - mmaction - INFO - Epoch [74][1760/3757] lr: 1.000e-03, eta: 2 days, 5:56:49, time: 1.947, data_time: 0.027, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8680, loss_cls: 1.2954, loss: 1.2954, grad_norm: 8.5525 2020-08-04 12:17:14,794 - mmaction - INFO - Epoch [74][1780/3757] lr: 1.000e-03, eta: 2 days, 5:56:10, time: 1.932, data_time: 0.066, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.3173, loss: 1.3173, grad_norm: 8.6143 2020-08-04 12:17:54,305 - mmaction - INFO - Epoch [74][1800/3757] lr: 1.000e-03, eta: 2 days, 5:55:32, time: 1.974, data_time: 0.003, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8828, loss_cls: 1.2550, loss: 1.2550, grad_norm: 8.2033 2020-08-04 12:18:35,672 - mmaction - INFO - Epoch [74][1820/3757] lr: 1.000e-03, eta: 2 days, 5:54:55, time: 2.069, data_time: 0.010, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8594, loss_cls: 1.3733, loss: 1.3733, grad_norm: 8.7774 2020-08-04 12:19:13,894 - mmaction - INFO - Epoch [74][1840/3757] lr: 1.000e-03, eta: 2 days, 5:54:15, time: 1.910, data_time: 0.004, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.3738, loss: 1.3738, grad_norm: 8.5345 2020-08-04 12:19:49,463 - mmaction - INFO - Epoch [74][1860/3757] lr: 1.000e-03, eta: 2 days, 5:53:33, time: 1.778, data_time: 0.047, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2364, loss: 1.2364, grad_norm: 8.1457 2020-08-04 12:20:31,311 - mmaction - INFO - Epoch [74][1880/3757] lr: 1.000e-03, eta: 2 days, 5:52:57, time: 2.086, data_time: 0.102, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8672, loss_cls: 1.2935, loss: 1.2935, grad_norm: 8.4521 2020-08-04 12:21:10,394 - mmaction - INFO - Epoch [74][1900/3757] lr: 1.000e-03, eta: 2 days, 5:52:18, time: 1.963, data_time: 0.011, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8719, loss_cls: 1.3185, loss: 1.3185, grad_norm: 8.7113 2020-08-04 12:21:49,901 - mmaction - INFO - Epoch [74][1920/3757] lr: 1.000e-03, eta: 2 days, 5:51:39, time: 1.965, data_time: 0.008, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.2537, loss: 1.2537, grad_norm: 8.1860 2020-08-04 12:22:27,225 - mmaction - INFO - Epoch [74][1940/3757] lr: 1.000e-03, eta: 2 days, 5:50:59, time: 1.866, data_time: 0.018, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8625, loss_cls: 1.3450, loss: 1.3450, grad_norm: 8.5479 2020-08-04 12:23:07,148 - mmaction - INFO - Epoch [74][1960/3757] lr: 1.000e-03, eta: 2 days, 5:50:21, time: 2.004, data_time: 0.194, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8648, loss_cls: 1.3302, loss: 1.3302, grad_norm: 8.6429 2020-08-04 12:23:45,764 - mmaction - INFO - Epoch [74][1980/3757] lr: 1.000e-03, eta: 2 days, 5:49:41, time: 1.927, data_time: 0.010, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8461, loss_cls: 1.3688, loss: 1.3688, grad_norm: 8.3738 2020-08-04 12:24:22,060 - mmaction - INFO - Epoch [74][2000/3757] lr: 1.000e-03, eta: 2 days, 5:49:00, time: 1.821, data_time: 0.008, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8688, loss_cls: 1.2814, loss: 1.2814, grad_norm: 8.4665 2020-08-04 12:25:04,776 - mmaction - INFO - Epoch [74][2020/3757] lr: 1.000e-03, eta: 2 days, 5:48:24, time: 2.135, data_time: 0.008, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8578, loss_cls: 1.2812, loss: 1.2812, grad_norm: 8.1315 2020-08-04 12:25:42,307 - mmaction - INFO - Epoch [74][2040/3757] lr: 1.000e-03, eta: 2 days, 5:47:44, time: 1.878, data_time: 0.003, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8562, loss_cls: 1.3074, loss: 1.3074, grad_norm: 8.6044 2020-08-04 12:26:23,507 - mmaction - INFO - Epoch [74][2060/3757] lr: 1.000e-03, eta: 2 days, 5:47:07, time: 2.053, data_time: 0.013, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8719, loss_cls: 1.2768, loss: 1.2768, grad_norm: 8.5765 2020-08-04 12:27:02,629 - mmaction - INFO - Epoch [74][2080/3757] lr: 1.000e-03, eta: 2 days, 5:46:28, time: 1.960, data_time: 0.009, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.3103, loss: 1.3103, grad_norm: 8.5921 2020-08-04 12:27:41,939 - mmaction - INFO - Epoch [74][2100/3757] lr: 1.000e-03, eta: 2 days, 5:45:50, time: 1.964, data_time: 0.011, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8852, loss_cls: 1.2026, loss: 1.2026, grad_norm: 8.2154 2020-08-04 12:28:17,400 - mmaction - INFO - Epoch [74][2120/3757] lr: 1.000e-03, eta: 2 days, 5:45:08, time: 1.775, data_time: 0.009, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8703, loss_cls: 1.2918, loss: 1.2918, grad_norm: 8.3879 2020-08-04 12:28:55,850 - mmaction - INFO - Epoch [74][2140/3757] lr: 1.000e-03, eta: 2 days, 5:44:28, time: 1.918, data_time: 0.309, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8734, loss_cls: 1.3104, loss: 1.3104, grad_norm: 8.7332 2020-08-04 12:29:37,419 - mmaction - INFO - Epoch [74][2160/3757] lr: 1.000e-03, eta: 2 days, 5:43:51, time: 2.078, data_time: 0.189, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8695, loss_cls: 1.3203, loss: 1.3203, grad_norm: 8.5728 2020-08-04 12:30:15,197 - mmaction - INFO - Epoch [74][2180/3757] lr: 1.000e-03, eta: 2 days, 5:43:11, time: 1.889, data_time: 0.010, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8703, loss_cls: 1.3621, loss: 1.3621, grad_norm: 8.7064 2020-08-04 12:30:54,024 - mmaction - INFO - Epoch [74][2200/3757] lr: 1.000e-03, eta: 2 days, 5:42:33, time: 1.947, data_time: 0.010, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.2907, loss: 1.2907, grad_norm: 8.1601 2020-08-04 12:31:33,742 - mmaction - INFO - Epoch [74][2220/3757] lr: 1.000e-03, eta: 2 days, 5:41:54, time: 1.980, data_time: 0.008, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8711, loss_cls: 1.2542, loss: 1.2542, grad_norm: 8.3883 2020-08-04 12:32:09,841 - mmaction - INFO - Epoch [74][2240/3757] lr: 1.000e-03, eta: 2 days, 5:41:13, time: 1.811, data_time: 0.011, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8672, loss_cls: 1.3131, loss: 1.3131, grad_norm: 8.5200 2020-08-04 12:32:50,513 - mmaction - INFO - Epoch [74][2260/3757] lr: 1.000e-03, eta: 2 days, 5:40:35, time: 2.027, data_time: 0.008, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8852, loss_cls: 1.1862, loss: 1.1862, grad_norm: 8.3391 2020-08-04 12:33:31,140 - mmaction - INFO - Epoch [74][2280/3757] lr: 1.000e-03, eta: 2 days, 5:39:58, time: 2.038, data_time: 0.009, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3158, loss: 1.3158, grad_norm: 8.4891 2020-08-04 12:34:12,164 - mmaction - INFO - Epoch [74][2300/3757] lr: 1.000e-03, eta: 2 days, 5:39:21, time: 2.050, data_time: 0.002, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.3431, loss: 1.3431, grad_norm: 8.7804 2020-08-04 12:34:45,156 - mmaction - INFO - Epoch [74][2320/3757] lr: 1.000e-03, eta: 2 days, 5:38:36, time: 1.650, data_time: 0.008, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8680, loss_cls: 1.2889, loss: 1.2889, grad_norm: 8.1416 2020-08-04 12:35:27,630 - mmaction - INFO - Epoch [74][2340/3757] lr: 1.000e-03, eta: 2 days, 5:38:00, time: 2.120, data_time: 0.003, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.3236, loss: 1.3236, grad_norm: 8.5329 2020-08-04 12:36:05,585 - mmaction - INFO - Epoch [74][2360/3757] lr: 1.000e-03, eta: 2 days, 5:37:21, time: 1.901, data_time: 0.008, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8656, loss_cls: 1.2685, loss: 1.2685, grad_norm: 8.4835 2020-08-04 12:36:41,918 - mmaction - INFO - Epoch [74][2380/3757] lr: 1.000e-03, eta: 2 days, 5:36:39, time: 1.813, data_time: 0.009, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8539, loss_cls: 1.2933, loss: 1.2933, grad_norm: 8.3177 2020-08-04 12:37:21,641 - mmaction - INFO - Epoch [74][2400/3757] lr: 1.000e-03, eta: 2 days, 5:36:01, time: 1.990, data_time: 0.009, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2311, loss: 1.2311, grad_norm: 8.2314 2020-08-04 12:38:01,086 - mmaction - INFO - Epoch [74][2420/3757] lr: 1.000e-03, eta: 2 days, 5:35:22, time: 1.964, data_time: 0.009, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.2500, loss: 1.2500, grad_norm: 8.2425 2020-08-04 12:38:44,750 - mmaction - INFO - Epoch [74][2440/3757] lr: 1.000e-03, eta: 2 days, 5:34:48, time: 2.191, data_time: 0.011, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8609, loss_cls: 1.3113, loss: 1.3113, grad_norm: 8.3148 2020-08-04 12:39:21,925 - mmaction - INFO - Epoch [74][2460/3757] lr: 1.000e-03, eta: 2 days, 5:34:07, time: 1.859, data_time: 0.181, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8562, loss_cls: 1.3662, loss: 1.3662, grad_norm: 8.6919 2020-08-04 12:39:58,916 - mmaction - INFO - Epoch [74][2480/3757] lr: 1.000e-03, eta: 2 days, 5:33:26, time: 1.850, data_time: 0.004, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8688, loss_cls: 1.2994, loss: 1.2994, grad_norm: 8.6560 2020-08-04 12:40:39,608 - mmaction - INFO - Epoch [74][2500/3757] lr: 1.000e-03, eta: 2 days, 5:32:49, time: 2.034, data_time: 0.349, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8688, loss_cls: 1.2420, loss: 1.2420, grad_norm: 8.1164 2020-08-04 12:41:19,410 - mmaction - INFO - Epoch [74][2520/3757] lr: 1.000e-03, eta: 2 days, 5:32:11, time: 1.990, data_time: 0.008, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8641, loss_cls: 1.3440, loss: 1.3440, grad_norm: 8.4468 2020-08-04 12:42:00,493 - mmaction - INFO - Epoch [74][2540/3757] lr: 1.000e-03, eta: 2 days, 5:31:33, time: 2.046, data_time: 0.008, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8672, loss_cls: 1.3195, loss: 1.3195, grad_norm: 8.4275 2020-08-04 12:42:36,167 - mmaction - INFO - Epoch [74][2560/3757] lr: 1.000e-03, eta: 2 days, 5:30:52, time: 1.785, data_time: 0.011, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2531, loss: 1.2531, grad_norm: 8.3863 2020-08-04 12:43:17,491 - mmaction - INFO - Epoch [74][2580/3757] lr: 1.000e-03, eta: 2 days, 5:30:15, time: 2.071, data_time: 0.039, memory: 5166, top1_acc: 0.6383, top5_acc: 0.8539, loss_cls: 1.4284, loss: 1.4284, grad_norm: 8.8121 2020-08-04 12:43:55,612 - mmaction - INFO - Epoch [74][2600/3757] lr: 1.000e-03, eta: 2 days, 5:29:35, time: 1.908, data_time: 0.007, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8773, loss_cls: 1.2645, loss: 1.2645, grad_norm: 8.5701 2020-08-04 12:44:33,738 - mmaction - INFO - Epoch [74][2620/3757] lr: 1.000e-03, eta: 2 days, 5:28:55, time: 1.900, data_time: 0.542, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3688, loss: 1.3688, grad_norm: 8.7164 2020-08-04 12:45:12,348 - mmaction - INFO - Epoch [74][2640/3757] lr: 1.000e-03, eta: 2 days, 5:28:16, time: 1.929, data_time: 1.143, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8734, loss_cls: 1.2787, loss: 1.2787, grad_norm: 8.5568 2020-08-04 12:45:51,900 - mmaction - INFO - Epoch [74][2660/3757] lr: 1.000e-03, eta: 2 days, 5:27:38, time: 1.985, data_time: 0.156, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8805, loss_cls: 1.2871, loss: 1.2871, grad_norm: 8.5479 2020-08-04 12:46:30,657 - mmaction - INFO - Epoch [74][2680/3757] lr: 1.000e-03, eta: 2 days, 5:26:58, time: 1.936, data_time: 0.009, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3085, loss: 1.3085, grad_norm: 8.3780 2020-08-04 12:47:10,811 - mmaction - INFO - Epoch [74][2700/3757] lr: 1.000e-03, eta: 2 days, 5:26:21, time: 2.008, data_time: 0.005, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8586, loss_cls: 1.2995, loss: 1.2995, grad_norm: 8.2715 2020-08-04 12:47:51,759 - mmaction - INFO - Epoch [74][2720/3757] lr: 1.000e-03, eta: 2 days, 5:25:43, time: 2.046, data_time: 0.009, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.2562, loss: 1.2562, grad_norm: 8.3446 2020-08-04 12:48:31,797 - mmaction - INFO - Epoch [74][2740/3757] lr: 1.000e-03, eta: 2 days, 5:25:05, time: 2.003, data_time: 0.065, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8719, loss_cls: 1.3088, loss: 1.3088, grad_norm: 8.5669 2020-08-04 12:49:10,406 - mmaction - INFO - Epoch [74][2760/3757] lr: 1.000e-03, eta: 2 days, 5:24:26, time: 1.924, data_time: 0.279, memory: 5166, top1_acc: 0.6523, top5_acc: 0.8531, loss_cls: 1.3871, loss: 1.3871, grad_norm: 8.6479 2020-08-04 12:49:49,692 - mmaction - INFO - Epoch [74][2780/3757] lr: 1.000e-03, eta: 2 days, 5:23:47, time: 1.973, data_time: 1.007, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.2951, loss: 1.2951, grad_norm: 8.1611 2020-08-04 12:50:27,016 - mmaction - INFO - Epoch [74][2800/3757] lr: 1.000e-03, eta: 2 days, 5:23:07, time: 1.860, data_time: 0.925, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8695, loss_cls: 1.2204, loss: 1.2204, grad_norm: 8.2083 2020-08-04 12:51:07,107 - mmaction - INFO - Epoch [74][2820/3757] lr: 1.000e-03, eta: 2 days, 5:22:29, time: 2.009, data_time: 0.571, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.3172, loss: 1.3172, grad_norm: 8.6100 2020-08-04 12:51:49,907 - mmaction - INFO - Epoch [74][2840/3757] lr: 1.000e-03, eta: 2 days, 5:21:53, time: 2.139, data_time: 0.434, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3266, loss: 1.3266, grad_norm: 8.3751 2020-08-04 12:52:26,989 - mmaction - INFO - Epoch [74][2860/3757] lr: 1.000e-03, eta: 2 days, 5:21:13, time: 1.853, data_time: 0.004, memory: 5166, top1_acc: 0.6453, top5_acc: 0.8531, loss_cls: 1.4495, loss: 1.4495, grad_norm: 9.0603 2020-08-04 12:53:07,275 - mmaction - INFO - Epoch [74][2880/3757] lr: 1.000e-03, eta: 2 days, 5:20:35, time: 2.013, data_time: 0.187, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8680, loss_cls: 1.3038, loss: 1.3038, grad_norm: 8.6110 2020-08-04 12:53:46,474 - mmaction - INFO - Epoch [74][2900/3757] lr: 1.000e-03, eta: 2 days, 5:19:56, time: 1.955, data_time: 0.129, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2699, loss: 1.2699, grad_norm: 8.5187 2020-08-04 12:54:24,826 - mmaction - INFO - Epoch [74][2920/3757] lr: 1.000e-03, eta: 2 days, 5:19:16, time: 1.926, data_time: 0.390, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.3017, loss: 1.3017, grad_norm: 8.5077 2020-08-04 12:55:04,011 - mmaction - INFO - Epoch [74][2940/3757] lr: 1.000e-03, eta: 2 days, 5:18:38, time: 1.956, data_time: 0.008, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3344, loss: 1.3344, grad_norm: 8.2990 2020-08-04 12:55:45,942 - mmaction - INFO - Epoch [74][2960/3757] lr: 1.000e-03, eta: 2 days, 5:18:01, time: 2.097, data_time: 0.006, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.2689, loss: 1.2689, grad_norm: 8.3939 2020-08-04 12:56:26,833 - mmaction - INFO - Epoch [74][2980/3757] lr: 1.000e-03, eta: 2 days, 5:17:24, time: 2.043, data_time: 0.011, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8719, loss_cls: 1.2953, loss: 1.2953, grad_norm: 8.2230 2020-08-04 12:57:04,123 - mmaction - INFO - Epoch [74][3000/3757] lr: 1.000e-03, eta: 2 days, 5:16:43, time: 1.867, data_time: 0.007, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8742, loss_cls: 1.2551, loss: 1.2551, grad_norm: 8.3337 2020-08-04 12:57:41,632 - mmaction - INFO - Epoch [74][3020/3757] lr: 1.000e-03, eta: 2 days, 5:16:03, time: 1.878, data_time: 0.115, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8734, loss_cls: 1.3013, loss: 1.3013, grad_norm: 8.6140 2020-08-04 12:58:22,001 - mmaction - INFO - Epoch [74][3040/3757] lr: 1.000e-03, eta: 2 days, 5:15:26, time: 2.018, data_time: 0.106, memory: 5166, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.3960, loss: 1.3960, grad_norm: 8.6980 2020-08-04 12:59:01,786 - mmaction - INFO - Epoch [74][3060/3757] lr: 1.000e-03, eta: 2 days, 5:14:47, time: 1.979, data_time: 0.009, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8797, loss_cls: 1.3199, loss: 1.3199, grad_norm: 8.4863 2020-08-04 12:59:40,287 - mmaction - INFO - Epoch [74][3080/3757] lr: 1.000e-03, eta: 2 days, 5:14:08, time: 1.935, data_time: 0.028, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8812, loss_cls: 1.2159, loss: 1.2159, grad_norm: 8.4016 2020-08-04 13:00:19,263 - mmaction - INFO - Epoch [74][3100/3757] lr: 1.000e-03, eta: 2 days, 5:13:29, time: 1.934, data_time: 0.012, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8664, loss_cls: 1.2200, loss: 1.2200, grad_norm: 8.2544 2020-08-04 13:00:58,078 - mmaction - INFO - Epoch [74][3120/3757] lr: 1.000e-03, eta: 2 days, 5:12:50, time: 1.956, data_time: 0.026, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.2005, loss: 1.2005, grad_norm: 8.3326 2020-08-04 13:01:39,146 - mmaction - INFO - Epoch [74][3140/3757] lr: 1.000e-03, eta: 2 days, 5:12:13, time: 2.049, data_time: 0.008, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8430, loss_cls: 1.3911, loss: 1.3911, grad_norm: 8.7154 2020-08-04 13:02:18,468 - mmaction - INFO - Epoch [74][3160/3757] lr: 1.000e-03, eta: 2 days, 5:11:34, time: 1.970, data_time: 0.009, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8766, loss_cls: 1.2519, loss: 1.2519, grad_norm: 8.4456 2020-08-04 13:02:59,708 - mmaction - INFO - Epoch [74][3180/3757] lr: 1.000e-03, eta: 2 days, 5:10:57, time: 2.053, data_time: 0.010, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8578, loss_cls: 1.3133, loss: 1.3133, grad_norm: 8.4060 2020-08-04 13:03:36,636 - mmaction - INFO - Epoch [74][3200/3757] lr: 1.000e-03, eta: 2 days, 5:10:16, time: 1.856, data_time: 0.012, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3431, loss: 1.3431, grad_norm: 8.5301 2020-08-04 13:04:16,308 - mmaction - INFO - Epoch [74][3220/3757] lr: 1.000e-03, eta: 2 days, 5:09:38, time: 1.984, data_time: 0.013, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2274, loss: 1.2274, grad_norm: 8.2201 2020-08-04 13:04:55,625 - mmaction - INFO - Epoch [74][3240/3757] lr: 1.000e-03, eta: 2 days, 5:08:59, time: 1.965, data_time: 0.860, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8680, loss_cls: 1.2854, loss: 1.2854, grad_norm: 8.6156 2020-08-04 13:05:32,948 - mmaction - INFO - Epoch [74][3260/3757] lr: 1.000e-03, eta: 2 days, 5:08:19, time: 1.861, data_time: 0.368, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8625, loss_cls: 1.3485, loss: 1.3485, grad_norm: 8.6271 2020-08-04 13:06:14,501 - mmaction - INFO - Epoch [74][3280/3757] lr: 1.000e-03, eta: 2 days, 5:07:42, time: 2.080, data_time: 0.010, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8695, loss_cls: 1.3157, loss: 1.3157, grad_norm: 8.8061 2020-08-04 13:06:52,206 - mmaction - INFO - Epoch [74][3300/3757] lr: 1.000e-03, eta: 2 days, 5:07:02, time: 1.886, data_time: 0.038, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8656, loss_cls: 1.2928, loss: 1.2928, grad_norm: 8.4750 2020-08-04 13:07:30,530 - mmaction - INFO - Epoch [74][3320/3757] lr: 1.000e-03, eta: 2 days, 5:06:22, time: 1.917, data_time: 0.009, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.3072, loss: 1.3072, grad_norm: 8.6704 2020-08-04 13:08:10,495 - mmaction - INFO - Epoch [74][3340/3757] lr: 1.000e-03, eta: 2 days, 5:05:44, time: 1.994, data_time: 0.008, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8750, loss_cls: 1.2940, loss: 1.2940, grad_norm: 8.4678 2020-08-04 13:08:48,894 - mmaction - INFO - Epoch [74][3360/3757] lr: 1.000e-03, eta: 2 days, 5:05:05, time: 1.919, data_time: 0.010, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2494, loss: 1.2494, grad_norm: 8.3768 2020-08-04 13:09:29,386 - mmaction - INFO - Epoch [74][3380/3757] lr: 1.000e-03, eta: 2 days, 5:04:27, time: 2.026, data_time: 0.013, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2413, loss: 1.2413, grad_norm: 8.2874 2020-08-04 13:10:07,195 - mmaction - INFO - Epoch [74][3400/3757] lr: 1.000e-03, eta: 2 days, 5:03:47, time: 1.892, data_time: 0.011, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3422, loss: 1.3422, grad_norm: 8.5649 2020-08-04 13:10:46,636 - mmaction - INFO - Epoch [74][3420/3757] lr: 1.000e-03, eta: 2 days, 5:03:09, time: 1.972, data_time: 0.171, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8539, loss_cls: 1.3839, loss: 1.3839, grad_norm: 8.8481 2020-08-04 13:11:28,135 - mmaction - INFO - Epoch [74][3440/3757] lr: 1.000e-03, eta: 2 days, 5:02:32, time: 2.076, data_time: 0.097, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.3758, loss: 1.3758, grad_norm: 8.7057 2020-08-04 13:12:08,860 - mmaction - INFO - Epoch [74][3460/3757] lr: 1.000e-03, eta: 2 days, 5:01:54, time: 2.030, data_time: 0.004, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8672, loss_cls: 1.3266, loss: 1.3266, grad_norm: 8.6436 2020-08-04 13:12:46,894 - mmaction - INFO - Epoch [74][3480/3757] lr: 1.000e-03, eta: 2 days, 5:01:15, time: 1.907, data_time: 0.008, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8688, loss_cls: 1.3197, loss: 1.3197, grad_norm: 8.5311 2020-08-04 13:13:22,754 - mmaction - INFO - Epoch [74][3500/3757] lr: 1.000e-03, eta: 2 days, 5:00:33, time: 1.791, data_time: 0.022, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2625, loss: 1.2625, grad_norm: 8.4083 2020-08-04 13:14:04,447 - mmaction - INFO - Epoch [74][3520/3757] lr: 1.000e-03, eta: 2 days, 4:59:56, time: 2.087, data_time: 0.191, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8852, loss_cls: 1.2120, loss: 1.2120, grad_norm: 8.5351 2020-08-04 13:14:42,150 - mmaction - INFO - Epoch [74][3540/3757] lr: 1.000e-03, eta: 2 days, 4:59:16, time: 1.885, data_time: 0.030, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.3231, loss: 1.3231, grad_norm: 8.4333 2020-08-04 13:15:23,564 - mmaction - INFO - Epoch [74][3560/3757] lr: 1.000e-03, eta: 2 days, 4:58:39, time: 2.070, data_time: 0.009, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8711, loss_cls: 1.3048, loss: 1.3048, grad_norm: 8.4526 2020-08-04 13:15:58,366 - mmaction - INFO - Epoch [74][3580/3757] lr: 1.000e-03, eta: 2 days, 4:57:57, time: 1.742, data_time: 0.004, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2784, loss: 1.2784, grad_norm: 8.5793 2020-08-04 13:16:35,524 - mmaction - INFO - Epoch [74][3600/3757] lr: 1.000e-03, eta: 2 days, 4:57:16, time: 1.856, data_time: 0.272, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8711, loss_cls: 1.3236, loss: 1.3236, grad_norm: 8.7229 2020-08-04 13:17:17,916 - mmaction - INFO - Epoch [74][3620/3757] lr: 1.000e-03, eta: 2 days, 4:56:40, time: 2.120, data_time: 0.205, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.2946, loss: 1.2946, grad_norm: 8.4872 2020-08-04 13:17:58,194 - mmaction - INFO - Epoch [74][3640/3757] lr: 1.000e-03, eta: 2 days, 4:56:02, time: 2.009, data_time: 0.010, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8664, loss_cls: 1.2740, loss: 1.2740, grad_norm: 8.4711 2020-08-04 13:18:32,820 - mmaction - INFO - Epoch [74][3660/3757] lr: 1.000e-03, eta: 2 days, 4:55:20, time: 1.738, data_time: 0.010, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8570, loss_cls: 1.3615, loss: 1.3615, grad_norm: 8.5962 2020-08-04 13:19:11,357 - mmaction - INFO - Epoch [74][3680/3757] lr: 1.000e-03, eta: 2 days, 4:54:40, time: 1.919, data_time: 0.107, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8727, loss_cls: 1.2647, loss: 1.2647, grad_norm: 8.7257 2020-08-04 13:19:51,822 - mmaction - INFO - Epoch [74][3700/3757] lr: 1.000e-03, eta: 2 days, 4:54:03, time: 2.030, data_time: 0.011, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8664, loss_cls: 1.2921, loss: 1.2921, grad_norm: 8.7249 2020-08-04 13:20:31,490 - mmaction - INFO - Epoch [74][3720/3757] lr: 1.000e-03, eta: 2 days, 4:53:24, time: 1.978, data_time: 0.014, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8758, loss_cls: 1.2557, loss: 1.2557, grad_norm: 8.7198 2020-08-04 13:21:11,963 - mmaction - INFO - Epoch [74][3740/3757] lr: 1.000e-03, eta: 2 days, 4:52:47, time: 2.030, data_time: 0.010, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.3446, loss: 1.3446, grad_norm: 8.7890 2020-08-04 13:21:39,664 - mmaction - INFO - Saving checkpoint at 74 epochs 2020-08-04 13:22:37,803 - mmaction - INFO - Epoch [75][20/3757] lr: 1.000e-03, eta: 2 days, 4:51:21, time: 2.795, data_time: 1.334, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8523, loss_cls: 1.3623, loss: 1.3623, grad_norm: 8.8326 2020-08-04 13:23:18,719 - mmaction - INFO - Epoch [75][40/3757] lr: 1.000e-03, eta: 2 days, 4:50:44, time: 2.047, data_time: 0.553, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8750, loss_cls: 1.2155, loss: 1.2155, grad_norm: 8.3277 2020-08-04 13:23:58,030 - mmaction - INFO - Epoch [75][60/3757] lr: 1.000e-03, eta: 2 days, 4:50:05, time: 1.971, data_time: 0.240, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.4038, loss: 1.4038, grad_norm: 8.6907 2020-08-04 13:24:36,831 - mmaction - INFO - Epoch [75][80/3757] lr: 1.000e-03, eta: 2 days, 4:49:26, time: 1.931, data_time: 0.008, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8828, loss_cls: 1.1673, loss: 1.1673, grad_norm: 8.1102 2020-08-04 13:25:14,403 - mmaction - INFO - Epoch [75][100/3757] lr: 1.000e-03, eta: 2 days, 4:48:46, time: 1.886, data_time: 0.162, memory: 5166, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4149, loss: 1.4149, grad_norm: 8.8397 2020-08-04 13:25:55,226 - mmaction - INFO - Epoch [75][120/3757] lr: 1.000e-03, eta: 2 days, 4:48:08, time: 2.042, data_time: 0.004, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3079, loss: 1.3079, grad_norm: 8.4362 2020-08-04 13:26:37,581 - mmaction - INFO - Epoch [75][140/3757] lr: 1.000e-03, eta: 2 days, 4:47:32, time: 2.119, data_time: 0.008, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8648, loss_cls: 1.2679, loss: 1.2679, grad_norm: 8.1919 2020-08-04 13:27:13,847 - mmaction - INFO - Epoch [75][160/3757] lr: 1.000e-03, eta: 2 days, 4:46:51, time: 1.810, data_time: 0.002, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8688, loss_cls: 1.2572, loss: 1.2572, grad_norm: 8.2118 2020-08-04 13:27:49,282 - mmaction - INFO - Epoch [75][180/3757] lr: 1.000e-03, eta: 2 days, 4:46:09, time: 1.775, data_time: 0.213, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8633, loss_cls: 1.2685, loss: 1.2685, grad_norm: 8.3022 2020-08-04 13:28:35,501 - mmaction - INFO - Epoch [75][200/3757] lr: 1.000e-03, eta: 2 days, 4:45:36, time: 2.303, data_time: 0.168, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3275, loss: 1.3275, grad_norm: 8.5836 2020-08-04 13:29:11,436 - mmaction - INFO - Epoch [75][220/3757] lr: 1.000e-03, eta: 2 days, 4:44:55, time: 1.804, data_time: 0.010, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.2508, loss: 1.2508, grad_norm: 8.3336 2020-08-04 13:29:53,115 - mmaction - INFO - Epoch [75][240/3757] lr: 1.000e-03, eta: 2 days, 4:44:18, time: 2.084, data_time: 0.027, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2404, loss: 1.2404, grad_norm: 8.5025 2020-08-04 13:30:32,457 - mmaction - INFO - Epoch [75][260/3757] lr: 1.000e-03, eta: 2 days, 4:43:39, time: 1.968, data_time: 0.007, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8664, loss_cls: 1.2716, loss: 1.2716, grad_norm: 8.1870 2020-08-04 13:31:09,525 - mmaction - INFO - Epoch [75][280/3757] lr: 1.000e-03, eta: 2 days, 4:42:59, time: 1.851, data_time: 0.043, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.2442, loss: 1.2442, grad_norm: 8.2691 2020-08-04 13:31:49,692 - mmaction - INFO - Epoch [75][300/3757] lr: 1.000e-03, eta: 2 days, 4:42:21, time: 2.010, data_time: 0.033, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8789, loss_cls: 1.2361, loss: 1.2361, grad_norm: 8.2310 2020-08-04 13:32:27,224 - mmaction - INFO - Epoch [75][320/3757] lr: 1.000e-03, eta: 2 days, 4:41:41, time: 1.876, data_time: 0.143, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8742, loss_cls: 1.2166, loss: 1.2166, grad_norm: 8.2556 2020-08-04 13:33:05,785 - mmaction - INFO - Epoch [75][340/3757] lr: 1.000e-03, eta: 2 days, 4:41:01, time: 1.919, data_time: 0.177, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.3304, loss: 1.3304, grad_norm: 8.4343 2020-08-04 13:33:49,893 - mmaction - INFO - Epoch [75][360/3757] lr: 1.000e-03, eta: 2 days, 4:40:27, time: 2.205, data_time: 0.012, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8719, loss_cls: 1.2494, loss: 1.2494, grad_norm: 8.4410 2020-08-04 13:34:30,702 - mmaction - INFO - Epoch [75][380/3757] lr: 1.000e-03, eta: 2 days, 4:39:49, time: 2.047, data_time: 0.012, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8602, loss_cls: 1.3200, loss: 1.3200, grad_norm: 8.4738 2020-08-04 13:35:04,081 - mmaction - INFO - Epoch [75][400/3757] lr: 1.000e-03, eta: 2 days, 4:39:06, time: 1.672, data_time: 0.010, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8742, loss_cls: 1.3270, loss: 1.3270, grad_norm: 8.5853 2020-08-04 13:35:43,561 - mmaction - INFO - Epoch [75][420/3757] lr: 1.000e-03, eta: 2 days, 4:38:27, time: 1.974, data_time: 0.002, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2754, loss: 1.2754, grad_norm: 8.4308 2020-08-04 13:36:20,916 - mmaction - INFO - Epoch [75][440/3757] lr: 1.000e-03, eta: 2 days, 4:37:47, time: 1.868, data_time: 0.009, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8797, loss_cls: 1.2000, loss: 1.2000, grad_norm: 8.2117 2020-08-04 13:37:01,371 - mmaction - INFO - Epoch [75][460/3757] lr: 1.000e-03, eta: 2 days, 4:37:09, time: 2.019, data_time: 0.022, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8742, loss_cls: 1.2482, loss: 1.2482, grad_norm: 8.4213 2020-08-04 13:37:42,554 - mmaction - INFO - Epoch [75][480/3757] lr: 1.000e-03, eta: 2 days, 4:36:32, time: 2.058, data_time: 0.009, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.3029, loss: 1.3029, grad_norm: 8.5310 2020-08-04 13:38:18,356 - mmaction - INFO - Epoch [75][500/3757] lr: 1.000e-03, eta: 2 days, 4:35:50, time: 1.793, data_time: 0.012, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.2781, loss: 1.2781, grad_norm: 8.3174 2020-08-04 13:39:00,000 - mmaction - INFO - Epoch [75][520/3757] lr: 1.000e-03, eta: 2 days, 4:35:14, time: 2.084, data_time: 0.011, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8688, loss_cls: 1.3451, loss: 1.3451, grad_norm: 8.7085 2020-08-04 13:39:39,011 - mmaction - INFO - Epoch [75][540/3757] lr: 1.000e-03, eta: 2 days, 4:34:34, time: 1.941, data_time: 0.007, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8781, loss_cls: 1.2467, loss: 1.2467, grad_norm: 8.3357 2020-08-04 13:40:18,726 - mmaction - INFO - Epoch [75][560/3757] lr: 1.000e-03, eta: 2 days, 4:33:56, time: 1.987, data_time: 0.650, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8719, loss_cls: 1.2573, loss: 1.2573, grad_norm: 8.4823 2020-08-04 13:40:54,936 - mmaction - INFO - Epoch [75][580/3757] lr: 1.000e-03, eta: 2 days, 4:33:15, time: 1.819, data_time: 0.327, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.3231, loss: 1.3231, grad_norm: 8.8657 2020-08-04 13:41:33,623 - mmaction - INFO - Epoch [75][600/3757] lr: 1.000e-03, eta: 2 days, 4:32:36, time: 1.927, data_time: 0.007, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3252, loss: 1.3252, grad_norm: 8.6826 2020-08-04 13:42:10,851 - mmaction - INFO - Epoch [75][620/3757] lr: 1.000e-03, eta: 2 days, 4:31:55, time: 1.869, data_time: 0.010, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.2573, loss: 1.2573, grad_norm: 8.3279 2020-08-04 13:42:51,352 - mmaction - INFO - Epoch [75][640/3757] lr: 1.000e-03, eta: 2 days, 4:31:18, time: 2.020, data_time: 0.559, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8570, loss_cls: 1.3012, loss: 1.3012, grad_norm: 8.4783 2020-08-04 13:43:31,461 - mmaction - INFO - Epoch [75][660/3757] lr: 1.000e-03, eta: 2 days, 4:30:40, time: 2.007, data_time: 0.082, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8875, loss_cls: 1.1923, loss: 1.1923, grad_norm: 8.4741 2020-08-04 13:44:09,460 - mmaction - INFO - Epoch [75][680/3757] lr: 1.000e-03, eta: 2 days, 4:30:00, time: 1.901, data_time: 0.120, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8688, loss_cls: 1.3182, loss: 1.3182, grad_norm: 8.7729 2020-08-04 13:44:49,414 - mmaction - INFO - Epoch [75][700/3757] lr: 1.000e-03, eta: 2 days, 4:29:22, time: 1.995, data_time: 0.020, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8680, loss_cls: 1.3191, loss: 1.3191, grad_norm: 8.9294 2020-08-04 13:45:30,487 - mmaction - INFO - Epoch [75][720/3757] lr: 1.000e-03, eta: 2 days, 4:28:44, time: 2.051, data_time: 0.008, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8781, loss_cls: 1.2625, loss: 1.2625, grad_norm: 8.5804 2020-08-04 13:46:06,808 - mmaction - INFO - Epoch [75][740/3757] lr: 1.000e-03, eta: 2 days, 4:28:03, time: 1.822, data_time: 0.009, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2992, loss: 1.2992, grad_norm: 8.4480 2020-08-04 13:46:47,497 - mmaction - INFO - Epoch [75][760/3757] lr: 1.000e-03, eta: 2 days, 4:27:26, time: 2.034, data_time: 0.019, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2843, loss: 1.2843, grad_norm: 8.6193 2020-08-04 13:47:27,042 - mmaction - INFO - Epoch [75][780/3757] lr: 1.000e-03, eta: 2 days, 4:26:47, time: 1.975, data_time: 0.467, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8789, loss_cls: 1.2779, loss: 1.2779, grad_norm: 8.5873 2020-08-04 13:48:04,692 - mmaction - INFO - Epoch [75][800/3757] lr: 1.000e-03, eta: 2 days, 4:26:07, time: 1.882, data_time: 0.947, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8680, loss_cls: 1.2972, loss: 1.2972, grad_norm: 8.4791 2020-08-04 13:48:44,701 - mmaction - INFO - Epoch [75][820/3757] lr: 1.000e-03, eta: 2 days, 4:25:29, time: 2.000, data_time: 1.100, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8695, loss_cls: 1.2557, loss: 1.2557, grad_norm: 8.4285 2020-08-04 13:49:23,041 - mmaction - INFO - Epoch [75][840/3757] lr: 1.000e-03, eta: 2 days, 4:24:50, time: 1.914, data_time: 0.643, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8742, loss_cls: 1.2973, loss: 1.2973, grad_norm: 8.7478 2020-08-04 13:50:04,699 - mmaction - INFO - Epoch [75][860/3757] lr: 1.000e-03, eta: 2 days, 4:24:13, time: 2.091, data_time: 0.345, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8844, loss_cls: 1.2559, loss: 1.2559, grad_norm: 8.2442 2020-08-04 13:50:46,575 - mmaction - INFO - Epoch [75][880/3757] lr: 1.000e-03, eta: 2 days, 4:23:36, time: 2.094, data_time: 0.098, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2231, loss: 1.2231, grad_norm: 8.3389 2020-08-04 13:51:27,793 - mmaction - INFO - Epoch [75][900/3757] lr: 1.000e-03, eta: 2 days, 4:22:59, time: 2.049, data_time: 0.421, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8789, loss_cls: 1.2287, loss: 1.2287, grad_norm: 8.5349 2020-08-04 13:52:04,493 - mmaction - INFO - Epoch [75][920/3757] lr: 1.000e-03, eta: 2 days, 4:22:18, time: 1.846, data_time: 1.175, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8820, loss_cls: 1.2728, loss: 1.2728, grad_norm: 8.3802 2020-08-04 13:52:45,292 - mmaction - INFO - Epoch [75][940/3757] lr: 1.000e-03, eta: 2 days, 4:21:41, time: 2.032, data_time: 0.807, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8586, loss_cls: 1.2802, loss: 1.2802, grad_norm: 8.2557 2020-08-04 13:53:23,590 - mmaction - INFO - Epoch [75][960/3757] lr: 1.000e-03, eta: 2 days, 4:21:01, time: 1.923, data_time: 0.011, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8664, loss_cls: 1.2484, loss: 1.2484, grad_norm: 8.5500 2020-08-04 13:54:00,576 - mmaction - INFO - Epoch [75][980/3757] lr: 1.000e-03, eta: 2 days, 4:20:21, time: 1.849, data_time: 0.209, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8586, loss_cls: 1.2805, loss: 1.2805, grad_norm: 8.5749 2020-08-04 13:54:41,353 - mmaction - INFO - Epoch [75][1000/3757] lr: 1.000e-03, eta: 2 days, 4:19:43, time: 2.029, data_time: 0.006, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8734, loss_cls: 1.2859, loss: 1.2859, grad_norm: 8.4628 2020-08-04 13:55:16,864 - mmaction - INFO - Epoch [75][1020/3757] lr: 1.000e-03, eta: 2 days, 4:19:02, time: 1.785, data_time: 0.025, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8750, loss_cls: 1.3274, loss: 1.3274, grad_norm: 8.6750 2020-08-04 13:56:00,117 - mmaction - INFO - Epoch [75][1040/3757] lr: 1.000e-03, eta: 2 days, 4:18:26, time: 2.162, data_time: 0.051, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8586, loss_cls: 1.2926, loss: 1.2926, grad_norm: 8.3869 2020-08-04 13:56:41,009 - mmaction - INFO - Epoch [75][1060/3757] lr: 1.000e-03, eta: 2 days, 4:17:49, time: 2.039, data_time: 0.065, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2625, loss: 1.2625, grad_norm: 8.5106 2020-08-04 13:57:19,649 - mmaction - INFO - Epoch [75][1080/3757] lr: 1.000e-03, eta: 2 days, 4:17:09, time: 1.937, data_time: 0.151, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8633, loss_cls: 1.3063, loss: 1.3063, grad_norm: 8.2000 2020-08-04 13:57:59,616 - mmaction - INFO - Epoch [75][1100/3757] lr: 1.000e-03, eta: 2 days, 4:16:31, time: 1.993, data_time: 0.009, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8500, loss_cls: 1.3871, loss: 1.3871, grad_norm: 8.6374 2020-08-04 13:58:40,642 - mmaction - INFO - Epoch [75][1120/3757] lr: 1.000e-03, eta: 2 days, 4:15:54, time: 2.057, data_time: 0.015, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.1880, loss: 1.1880, grad_norm: 8.2310 2020-08-04 13:59:20,627 - mmaction - INFO - Epoch [75][1140/3757] lr: 1.000e-03, eta: 2 days, 4:15:16, time: 1.992, data_time: 0.009, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8602, loss_cls: 1.2632, loss: 1.2632, grad_norm: 8.4672 2020-08-04 13:59:55,885 - mmaction - INFO - Epoch [75][1160/3757] lr: 1.000e-03, eta: 2 days, 4:14:34, time: 1.768, data_time: 0.010, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.3502, loss: 1.3502, grad_norm: 8.4870 2020-08-04 14:00:32,452 - mmaction - INFO - Epoch [75][1180/3757] lr: 1.000e-03, eta: 2 days, 4:13:53, time: 1.817, data_time: 0.462, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8492, loss_cls: 1.3556, loss: 1.3556, grad_norm: 8.4267 2020-08-04 14:01:15,891 - mmaction - INFO - Epoch [75][1200/3757] lr: 1.000e-03, eta: 2 days, 4:13:18, time: 2.185, data_time: 0.109, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3144, loss: 1.3144, grad_norm: 8.4572 2020-08-04 14:01:53,249 - mmaction - INFO - Epoch [75][1220/3757] lr: 1.000e-03, eta: 2 days, 4:12:37, time: 1.864, data_time: 0.293, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8477, loss_cls: 1.3609, loss: 1.3609, grad_norm: 8.4941 2020-08-04 14:02:31,998 - mmaction - INFO - Epoch [75][1240/3757] lr: 1.000e-03, eta: 2 days, 4:11:58, time: 1.940, data_time: 0.534, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2703, loss: 1.2703, grad_norm: 8.4535 2020-08-04 14:03:11,350 - mmaction - INFO - Epoch [75][1260/3757] lr: 1.000e-03, eta: 2 days, 4:11:19, time: 1.967, data_time: 0.084, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8656, loss_cls: 1.3343, loss: 1.3343, grad_norm: 8.2411 2020-08-04 14:03:49,948 - mmaction - INFO - Epoch [75][1280/3757] lr: 1.000e-03, eta: 2 days, 4:10:40, time: 1.929, data_time: 0.004, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.2871, loss: 1.2871, grad_norm: 8.4850 2020-08-04 14:04:31,628 - mmaction - INFO - Epoch [75][1300/3757] lr: 1.000e-03, eta: 2 days, 4:10:03, time: 2.086, data_time: 0.015, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8641, loss_cls: 1.3180, loss: 1.3180, grad_norm: 8.7773 2020-08-04 14:05:09,298 - mmaction - INFO - Epoch [75][1320/3757] lr: 1.000e-03, eta: 2 days, 4:09:23, time: 1.884, data_time: 0.009, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.2426, loss: 1.2426, grad_norm: 8.4641 2020-08-04 14:05:50,032 - mmaction - INFO - Epoch [75][1340/3757] lr: 1.000e-03, eta: 2 days, 4:08:46, time: 2.037, data_time: 0.348, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8586, loss_cls: 1.2729, loss: 1.2729, grad_norm: 8.3806 2020-08-04 14:06:25,533 - mmaction - INFO - Epoch [75][1360/3757] lr: 1.000e-03, eta: 2 days, 4:08:04, time: 1.768, data_time: 1.182, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8523, loss_cls: 1.3472, loss: 1.3472, grad_norm: 8.6759 2020-08-04 14:07:05,965 - mmaction - INFO - Epoch [75][1380/3757] lr: 1.000e-03, eta: 2 days, 4:07:26, time: 2.024, data_time: 0.656, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.3281, loss: 1.3281, grad_norm: 8.5385 2020-08-04 14:07:45,887 - mmaction - INFO - Epoch [75][1400/3757] lr: 1.000e-03, eta: 2 days, 4:06:48, time: 2.000, data_time: 0.549, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8695, loss_cls: 1.2842, loss: 1.2842, grad_norm: 8.5953 2020-08-04 14:08:25,534 - mmaction - INFO - Epoch [75][1420/3757] lr: 1.000e-03, eta: 2 days, 4:06:10, time: 1.976, data_time: 0.962, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3474, loss: 1.3474, grad_norm: 8.9893 2020-08-04 14:09:03,727 - mmaction - INFO - Epoch [75][1440/3757] lr: 1.000e-03, eta: 2 days, 4:05:30, time: 1.915, data_time: 0.348, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8758, loss_cls: 1.2605, loss: 1.2605, grad_norm: 8.5848 2020-08-04 14:09:47,387 - mmaction - INFO - Epoch [75][1460/3757] lr: 1.000e-03, eta: 2 days, 4:04:55, time: 2.179, data_time: 0.008, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8883, loss_cls: 1.2550, loss: 1.2550, grad_norm: 8.5441 2020-08-04 14:10:23,970 - mmaction - INFO - Epoch [75][1480/3757] lr: 1.000e-03, eta: 2 days, 4:04:14, time: 1.835, data_time: 0.018, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2349, loss: 1.2349, grad_norm: 8.5211 2020-08-04 14:11:03,622 - mmaction - INFO - Epoch [75][1500/3757] lr: 1.000e-03, eta: 2 days, 4:03:36, time: 1.982, data_time: 0.677, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.2910, loss: 1.2910, grad_norm: 8.4477 2020-08-04 14:11:43,669 - mmaction - INFO - Epoch [75][1520/3757] lr: 1.000e-03, eta: 2 days, 4:02:57, time: 1.995, data_time: 0.449, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.3174, loss: 1.3174, grad_norm: 8.5190 2020-08-04 14:12:22,859 - mmaction - INFO - Epoch [75][1540/3757] lr: 1.000e-03, eta: 2 days, 4:02:19, time: 1.960, data_time: 0.011, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8734, loss_cls: 1.2863, loss: 1.2863, grad_norm: 8.4107 2020-08-04 14:13:01,674 - mmaction - INFO - Epoch [75][1560/3757] lr: 1.000e-03, eta: 2 days, 4:01:40, time: 1.945, data_time: 0.011, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8781, loss_cls: 1.2589, loss: 1.2589, grad_norm: 8.2306 2020-08-04 14:13:43,014 - mmaction - INFO - Epoch [75][1580/3757] lr: 1.000e-03, eta: 2 days, 4:01:03, time: 2.068, data_time: 0.009, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2537, loss: 1.2537, grad_norm: 8.2204 2020-08-04 14:14:22,414 - mmaction - INFO - Epoch [75][1600/3757] lr: 1.000e-03, eta: 2 days, 4:00:24, time: 1.971, data_time: 0.003, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8672, loss_cls: 1.2792, loss: 1.2792, grad_norm: 8.5270 2020-08-04 14:14:58,611 - mmaction - INFO - Epoch [75][1620/3757] lr: 1.000e-03, eta: 2 days, 3:59:43, time: 1.807, data_time: 0.349, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.2926, loss: 1.2926, grad_norm: 8.5681 2020-08-04 14:15:35,659 - mmaction - INFO - Epoch [75][1640/3757] lr: 1.000e-03, eta: 2 days, 3:59:02, time: 1.851, data_time: 0.763, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3167, loss: 1.3167, grad_norm: 8.7641 2020-08-04 14:16:12,583 - mmaction - INFO - Epoch [75][1660/3757] lr: 1.000e-03, eta: 2 days, 3:58:22, time: 1.850, data_time: 0.802, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8648, loss_cls: 1.2629, loss: 1.2629, grad_norm: 8.5537 2020-08-04 14:16:55,135 - mmaction - INFO - Epoch [75][1680/3757] lr: 1.000e-03, eta: 2 days, 3:57:45, time: 2.125, data_time: 1.369, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.1927, loss: 1.1927, grad_norm: 8.3174 2020-08-04 14:17:33,255 - mmaction - INFO - Epoch [75][1700/3757] lr: 1.000e-03, eta: 2 days, 3:57:06, time: 1.908, data_time: 1.341, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2378, loss: 1.2378, grad_norm: 8.2777 2020-08-04 14:18:08,272 - mmaction - INFO - Epoch [75][1720/3757] lr: 1.000e-03, eta: 2 days, 3:56:24, time: 1.751, data_time: 0.892, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.2715, loss: 1.2715, grad_norm: 8.3957 2020-08-04 14:18:49,466 - mmaction - INFO - Epoch [75][1740/3757] lr: 1.000e-03, eta: 2 days, 3:55:47, time: 2.061, data_time: 0.924, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8711, loss_cls: 1.2610, loss: 1.2610, grad_norm: 8.4975 2020-08-04 14:19:29,492 - mmaction - INFO - Epoch [75][1760/3757] lr: 1.000e-03, eta: 2 days, 3:55:08, time: 1.992, data_time: 0.929, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.3687, loss: 1.3687, grad_norm: 8.7264 2020-08-04 14:20:11,872 - mmaction - INFO - Epoch [75][1780/3757] lr: 1.000e-03, eta: 2 days, 3:54:32, time: 2.128, data_time: 0.459, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8625, loss_cls: 1.3269, loss: 1.3269, grad_norm: 8.4830 2020-08-04 14:20:49,376 - mmaction - INFO - Epoch [75][1800/3757] lr: 1.000e-03, eta: 2 days, 3:53:52, time: 1.875, data_time: 0.002, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8758, loss_cls: 1.2394, loss: 1.2394, grad_norm: 8.3862 2020-08-04 14:21:26,621 - mmaction - INFO - Epoch [75][1820/3757] lr: 1.000e-03, eta: 2 days, 3:53:12, time: 1.862, data_time: 0.008, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3212, loss: 1.3212, grad_norm: 8.9110 2020-08-04 14:22:08,427 - mmaction - INFO - Epoch [75][1840/3757] lr: 1.000e-03, eta: 2 days, 3:52:35, time: 2.089, data_time: 0.002, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8773, loss_cls: 1.2553, loss: 1.2553, grad_norm: 8.4380 2020-08-04 14:22:48,374 - mmaction - INFO - Epoch [75][1860/3757] lr: 1.000e-03, eta: 2 days, 3:51:57, time: 1.992, data_time: 0.011, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8648, loss_cls: 1.2883, loss: 1.2883, grad_norm: 8.5139 2020-08-04 14:23:27,395 - mmaction - INFO - Epoch [75][1880/3757] lr: 1.000e-03, eta: 2 days, 3:51:18, time: 1.957, data_time: 0.010, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8789, loss_cls: 1.2806, loss: 1.2806, grad_norm: 8.7690 2020-08-04 14:24:09,153 - mmaction - INFO - Epoch [75][1900/3757] lr: 1.000e-03, eta: 2 days, 3:50:41, time: 2.082, data_time: 0.012, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8664, loss_cls: 1.3053, loss: 1.3053, grad_norm: 8.6455 2020-08-04 14:24:48,956 - mmaction - INFO - Epoch [75][1920/3757] lr: 1.000e-03, eta: 2 days, 3:50:03, time: 1.997, data_time: 0.010, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8570, loss_cls: 1.3180, loss: 1.3180, grad_norm: 8.6459 2020-08-04 14:25:26,153 - mmaction - INFO - Epoch [75][1940/3757] lr: 1.000e-03, eta: 2 days, 3:49:22, time: 1.860, data_time: 0.031, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8695, loss_cls: 1.3174, loss: 1.3174, grad_norm: 8.4557 2020-08-04 14:26:01,076 - mmaction - INFO - Epoch [75][1960/3757] lr: 1.000e-03, eta: 2 days, 3:48:40, time: 1.745, data_time: 0.003, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.3895, loss: 1.3895, grad_norm: 8.5664 2020-08-04 14:26:39,163 - mmaction - INFO - Epoch [75][1980/3757] lr: 1.000e-03, eta: 2 days, 3:48:00, time: 1.902, data_time: 0.738, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3450, loss: 1.3450, grad_norm: 8.5964 2020-08-04 14:27:20,044 - mmaction - INFO - Epoch [75][2000/3757] lr: 1.000e-03, eta: 2 days, 3:47:23, time: 2.049, data_time: 0.564, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8680, loss_cls: 1.2683, loss: 1.2683, grad_norm: 8.2321 2020-08-04 14:28:00,570 - mmaction - INFO - Epoch [75][2020/3757] lr: 1.000e-03, eta: 2 days, 3:46:45, time: 2.023, data_time: 0.388, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.3052, loss: 1.3052, grad_norm: 8.3465 2020-08-04 14:28:38,182 - mmaction - INFO - Epoch [75][2040/3757] lr: 1.000e-03, eta: 2 days, 3:46:05, time: 1.882, data_time: 0.492, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.3079, loss: 1.3079, grad_norm: 8.5058 2020-08-04 14:29:15,114 - mmaction - INFO - Epoch [75][2060/3757] lr: 1.000e-03, eta: 2 days, 3:45:25, time: 1.847, data_time: 0.010, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3590, loss: 1.3590, grad_norm: 8.8471 2020-08-04 14:29:56,309 - mmaction - INFO - Epoch [75][2080/3757] lr: 1.000e-03, eta: 2 days, 3:44:47, time: 2.056, data_time: 0.015, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8516, loss_cls: 1.3687, loss: 1.3687, grad_norm: 8.7891 2020-08-04 14:30:34,692 - mmaction - INFO - Epoch [75][2100/3757] lr: 1.000e-03, eta: 2 days, 3:44:08, time: 1.923, data_time: 0.050, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8609, loss_cls: 1.3005, loss: 1.3005, grad_norm: 8.5270 2020-08-04 14:31:14,805 - mmaction - INFO - Epoch [75][2120/3757] lr: 1.000e-03, eta: 2 days, 3:43:30, time: 2.006, data_time: 0.010, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3635, loss: 1.3635, grad_norm: 8.7396 2020-08-04 14:31:54,826 - mmaction - INFO - Epoch [75][2140/3757] lr: 1.000e-03, eta: 2 days, 3:42:52, time: 2.003, data_time: 0.046, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8680, loss_cls: 1.2727, loss: 1.2727, grad_norm: 8.4385 2020-08-04 14:32:33,003 - mmaction - INFO - Epoch [75][2160/3757] lr: 1.000e-03, eta: 2 days, 3:42:12, time: 1.900, data_time: 0.019, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8781, loss_cls: 1.2718, loss: 1.2718, grad_norm: 8.6235 2020-08-04 14:33:12,919 - mmaction - INFO - Epoch [75][2180/3757] lr: 1.000e-03, eta: 2 days, 3:41:34, time: 2.002, data_time: 0.017, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8578, loss_cls: 1.3288, loss: 1.3288, grad_norm: 8.3904 2020-08-04 14:33:55,117 - mmaction - INFO - Epoch [75][2200/3757] lr: 1.000e-03, eta: 2 days, 3:40:58, time: 2.110, data_time: 0.033, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8664, loss_cls: 1.3012, loss: 1.3012, grad_norm: 8.6821 2020-08-04 14:34:32,749 - mmaction - INFO - Epoch [75][2220/3757] lr: 1.000e-03, eta: 2 days, 3:40:17, time: 1.872, data_time: 0.259, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8703, loss_cls: 1.2940, loss: 1.2940, grad_norm: 8.3825 2020-08-04 14:35:11,864 - mmaction - INFO - Epoch [75][2240/3757] lr: 1.000e-03, eta: 2 days, 3:39:39, time: 1.967, data_time: 0.013, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8781, loss_cls: 1.3185, loss: 1.3185, grad_norm: 8.6304 2020-08-04 14:35:51,934 - mmaction - INFO - Epoch [75][2260/3757] lr: 1.000e-03, eta: 2 days, 3:39:01, time: 2.004, data_time: 0.002, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3541, loss: 1.3541, grad_norm: 8.7777 2020-08-04 14:36:26,788 - mmaction - INFO - Epoch [75][2280/3757] lr: 1.000e-03, eta: 2 days, 3:38:18, time: 1.743, data_time: 0.007, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8805, loss_cls: 1.3121, loss: 1.3121, grad_norm: 8.5778 2020-08-04 14:37:07,654 - mmaction - INFO - Epoch [75][2300/3757] lr: 1.000e-03, eta: 2 days, 3:37:41, time: 2.038, data_time: 0.016, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8719, loss_cls: 1.3071, loss: 1.3071, grad_norm: 8.5274 2020-08-04 14:37:48,667 - mmaction - INFO - Epoch [75][2320/3757] lr: 1.000e-03, eta: 2 days, 3:37:04, time: 2.055, data_time: 0.009, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8469, loss_cls: 1.3685, loss: 1.3685, grad_norm: 8.3310 2020-08-04 14:38:27,908 - mmaction - INFO - Epoch [75][2340/3757] lr: 1.000e-03, eta: 2 days, 3:36:25, time: 1.958, data_time: 0.007, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8828, loss_cls: 1.1925, loss: 1.1925, grad_norm: 8.0445 2020-08-04 14:39:06,724 - mmaction - INFO - Epoch [75][2360/3757] lr: 1.000e-03, eta: 2 days, 3:35:46, time: 1.945, data_time: 0.009, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.3290, loss: 1.3290, grad_norm: 8.6601 2020-08-04 14:39:45,491 - mmaction - INFO - Epoch [75][2380/3757] lr: 1.000e-03, eta: 2 days, 3:35:06, time: 1.926, data_time: 0.007, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8531, loss_cls: 1.3591, loss: 1.3591, grad_norm: 8.8130 2020-08-04 14:40:25,399 - mmaction - INFO - Epoch [75][2400/3757] lr: 1.000e-03, eta: 2 days, 3:34:28, time: 2.004, data_time: 0.118, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8711, loss_cls: 1.3168, loss: 1.3168, grad_norm: 8.7687 2020-08-04 14:41:04,567 - mmaction - INFO - Epoch [75][2420/3757] lr: 1.000e-03, eta: 2 days, 3:33:50, time: 1.962, data_time: 0.174, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.3667, loss: 1.3667, grad_norm: 8.4740 2020-08-04 14:41:43,340 - mmaction - INFO - Epoch [75][2440/3757] lr: 1.000e-03, eta: 2 days, 3:33:10, time: 1.930, data_time: 0.061, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8797, loss_cls: 1.2534, loss: 1.2534, grad_norm: 8.5935 2020-08-04 14:42:19,349 - mmaction - INFO - Epoch [75][2460/3757] lr: 1.000e-03, eta: 2 days, 3:32:29, time: 1.805, data_time: 0.110, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8680, loss_cls: 1.2807, loss: 1.2807, grad_norm: 8.5023 2020-08-04 14:43:00,084 - mmaction - INFO - Epoch [75][2480/3757] lr: 1.000e-03, eta: 2 days, 3:31:52, time: 2.040, data_time: 0.564, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8594, loss_cls: 1.2551, loss: 1.2551, grad_norm: 8.3995 2020-08-04 14:43:41,899 - mmaction - INFO - Epoch [75][2500/3757] lr: 1.000e-03, eta: 2 days, 3:31:15, time: 2.082, data_time: 0.450, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.3030, loss: 1.3030, grad_norm: 8.5720 2020-08-04 14:44:18,708 - mmaction - INFO - Epoch [75][2520/3757] lr: 1.000e-03, eta: 2 days, 3:30:34, time: 1.849, data_time: 0.011, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8555, loss_cls: 1.3373, loss: 1.3373, grad_norm: 8.6188 2020-08-04 14:44:59,902 - mmaction - INFO - Epoch [75][2540/3757] lr: 1.000e-03, eta: 2 days, 3:29:57, time: 2.049, data_time: 0.013, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2640, loss: 1.2640, grad_norm: 8.3077 2020-08-04 14:45:37,847 - mmaction - INFO - Epoch [75][2560/3757] lr: 1.000e-03, eta: 2 days, 3:29:17, time: 1.908, data_time: 0.063, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8859, loss_cls: 1.2054, loss: 1.2054, grad_norm: 8.4092 2020-08-04 14:46:21,443 - mmaction - INFO - Epoch [75][2580/3757] lr: 1.000e-03, eta: 2 days, 3:28:42, time: 2.180, data_time: 0.027, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8758, loss_cls: 1.2539, loss: 1.2539, grad_norm: 8.4971 2020-08-04 14:47:00,232 - mmaction - INFO - Epoch [75][2600/3757] lr: 1.000e-03, eta: 2 days, 3:28:03, time: 1.940, data_time: 0.002, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8547, loss_cls: 1.3403, loss: 1.3403, grad_norm: 8.7181 2020-08-04 14:47:39,344 - mmaction - INFO - Epoch [75][2620/3757] lr: 1.000e-03, eta: 2 days, 3:27:24, time: 1.947, data_time: 0.007, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2309, loss: 1.2309, grad_norm: 8.2259 2020-08-04 14:48:16,526 - mmaction - INFO - Epoch [75][2640/3757] lr: 1.000e-03, eta: 2 days, 3:26:43, time: 1.866, data_time: 0.011, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8578, loss_cls: 1.3266, loss: 1.3266, grad_norm: 8.3603 2020-08-04 14:48:58,426 - mmaction - INFO - Epoch [75][2660/3757] lr: 1.000e-03, eta: 2 days, 3:26:07, time: 2.097, data_time: 0.009, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8477, loss_cls: 1.3727, loss: 1.3727, grad_norm: 8.9698 2020-08-04 14:49:35,778 - mmaction - INFO - Epoch [75][2680/3757] lr: 1.000e-03, eta: 2 days, 3:25:27, time: 1.866, data_time: 0.003, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8469, loss_cls: 1.4399, loss: 1.4399, grad_norm: 8.8169 2020-08-04 14:50:15,860 - mmaction - INFO - Epoch [75][2700/3757] lr: 1.000e-03, eta: 2 days, 3:24:48, time: 1.998, data_time: 0.008, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8625, loss_cls: 1.2770, loss: 1.2770, grad_norm: 8.3230 2020-08-04 14:50:54,682 - mmaction - INFO - Epoch [75][2720/3757] lr: 1.000e-03, eta: 2 days, 3:24:09, time: 1.948, data_time: 0.198, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2390, loss: 1.2390, grad_norm: 8.3496 2020-08-04 14:51:36,640 - mmaction - INFO - Epoch [75][2740/3757] lr: 1.000e-03, eta: 2 days, 3:23:33, time: 2.098, data_time: 0.002, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.2167, loss: 1.2167, grad_norm: 8.2124 2020-08-04 14:52:12,996 - mmaction - INFO - Epoch [75][2760/3757] lr: 1.000e-03, eta: 2 days, 3:22:52, time: 1.814, data_time: 0.113, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8695, loss_cls: 1.3309, loss: 1.3309, grad_norm: 8.8020 2020-08-04 14:52:53,133 - mmaction - INFO - Epoch [75][2780/3757] lr: 1.000e-03, eta: 2 days, 3:22:14, time: 2.003, data_time: 0.872, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8672, loss_cls: 1.2978, loss: 1.2978, grad_norm: 8.5451 2020-08-04 14:53:28,656 - mmaction - INFO - Epoch [75][2800/3757] lr: 1.000e-03, eta: 2 days, 3:21:32, time: 1.782, data_time: 0.774, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.3648, loss: 1.3648, grad_norm: 8.5140 2020-08-04 14:54:10,012 - mmaction - INFO - Epoch [75][2820/3757] lr: 1.000e-03, eta: 2 days, 3:20:55, time: 2.070, data_time: 0.502, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8555, loss_cls: 1.3713, loss: 1.3713, grad_norm: 8.8823 2020-08-04 14:54:50,964 - mmaction - INFO - Epoch [75][2840/3757] lr: 1.000e-03, eta: 2 days, 3:20:17, time: 2.047, data_time: 0.039, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8555, loss_cls: 1.4070, loss: 1.4070, grad_norm: 8.9932 2020-08-04 14:55:29,641 - mmaction - INFO - Epoch [75][2860/3757] lr: 1.000e-03, eta: 2 days, 3:19:38, time: 1.931, data_time: 0.014, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8797, loss_cls: 1.2049, loss: 1.2049, grad_norm: 8.3041 2020-08-04 14:56:08,025 - mmaction - INFO - Epoch [75][2880/3757] lr: 1.000e-03, eta: 2 days, 3:18:59, time: 1.920, data_time: 0.005, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8633, loss_cls: 1.3007, loss: 1.3007, grad_norm: 8.5089 2020-08-04 14:56:44,992 - mmaction - INFO - Epoch [75][2900/3757] lr: 1.000e-03, eta: 2 days, 3:18:18, time: 1.840, data_time: 0.009, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8586, loss_cls: 1.2965, loss: 1.2965, grad_norm: 8.2356 2020-08-04 14:57:26,800 - mmaction - INFO - Epoch [75][2920/3757] lr: 1.000e-03, eta: 2 days, 3:17:41, time: 2.097, data_time: 0.012, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8562, loss_cls: 1.2953, loss: 1.2953, grad_norm: 8.4108 2020-08-04 14:58:06,327 - mmaction - INFO - Epoch [75][2940/3757] lr: 1.000e-03, eta: 2 days, 3:17:03, time: 1.977, data_time: 0.011, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8711, loss_cls: 1.3069, loss: 1.3069, grad_norm: 8.3454 2020-08-04 14:58:43,458 - mmaction - INFO - Epoch [75][2960/3757] lr: 1.000e-03, eta: 2 days, 3:16:23, time: 1.859, data_time: 0.016, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.2565, loss: 1.2565, grad_norm: 8.4264 2020-08-04 14:59:26,894 - mmaction - INFO - Epoch [75][2980/3757] lr: 1.000e-03, eta: 2 days, 3:15:47, time: 2.171, data_time: 0.475, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.2678, loss: 1.2678, grad_norm: 8.4685 2020-08-04 15:00:12,630 - mmaction - INFO - Epoch [75][3000/3757] lr: 1.000e-03, eta: 2 days, 3:15:13, time: 2.278, data_time: 1.205, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8555, loss_cls: 1.3055, loss: 1.3055, grad_norm: 8.4288 2020-08-04 15:00:43,205 - mmaction - INFO - Epoch [75][3020/3757] lr: 1.000e-03, eta: 2 days, 3:14:28, time: 1.538, data_time: 0.617, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8625, loss_cls: 1.3186, loss: 1.3186, grad_norm: 8.6510 2020-08-04 15:01:26,645 - mmaction - INFO - Epoch [75][3040/3757] lr: 1.000e-03, eta: 2 days, 3:13:52, time: 2.166, data_time: 0.931, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3356, loss: 1.3356, grad_norm: 8.4648 2020-08-04 15:02:07,825 - mmaction - INFO - Epoch [75][3060/3757] lr: 1.000e-03, eta: 2 days, 3:13:15, time: 2.064, data_time: 0.520, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8609, loss_cls: 1.3096, loss: 1.3096, grad_norm: 8.2333 2020-08-04 15:02:45,299 - mmaction - INFO - Epoch [75][3080/3757] lr: 1.000e-03, eta: 2 days, 3:12:35, time: 1.876, data_time: 0.465, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.2768, loss: 1.2768, grad_norm: 8.7766 2020-08-04 15:03:21,235 - mmaction - INFO - Epoch [75][3100/3757] lr: 1.000e-03, eta: 2 days, 3:11:54, time: 1.790, data_time: 0.461, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3378, loss: 1.3378, grad_norm: 8.4987 2020-08-04 15:04:00,803 - mmaction - INFO - Epoch [75][3120/3757] lr: 1.000e-03, eta: 2 days, 3:11:15, time: 1.985, data_time: 0.702, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8711, loss_cls: 1.2848, loss: 1.2848, grad_norm: 8.5301 2020-08-04 15:04:41,067 - mmaction - INFO - Epoch [75][3140/3757] lr: 1.000e-03, eta: 2 days, 3:10:37, time: 2.013, data_time: 0.112, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8695, loss_cls: 1.3158, loss: 1.3158, grad_norm: 8.7719 2020-08-04 15:05:21,047 - mmaction - INFO - Epoch [75][3160/3757] lr: 1.000e-03, eta: 2 days, 3:09:59, time: 1.995, data_time: 0.007, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.1875, loss: 1.1875, grad_norm: 8.3718 2020-08-04 15:06:01,244 - mmaction - INFO - Epoch [75][3180/3757] lr: 1.000e-03, eta: 2 days, 3:09:21, time: 2.013, data_time: 0.009, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3580, loss: 1.3580, grad_norm: 8.9232 2020-08-04 15:06:42,203 - mmaction - INFO - Epoch [75][3200/3757] lr: 1.000e-03, eta: 2 days, 3:08:44, time: 2.047, data_time: 0.003, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8680, loss_cls: 1.3324, loss: 1.3324, grad_norm: 8.7890 2020-08-04 15:07:23,546 - mmaction - INFO - Epoch [75][3220/3757] lr: 1.000e-03, eta: 2 days, 3:08:06, time: 2.062, data_time: 0.011, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.3948, loss: 1.3948, grad_norm: 9.0063 2020-08-04 15:08:01,440 - mmaction - INFO - Epoch [75][3240/3757] lr: 1.000e-03, eta: 2 days, 3:07:27, time: 1.901, data_time: 0.011, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8523, loss_cls: 1.3716, loss: 1.3716, grad_norm: 8.7169 2020-08-04 15:08:42,993 - mmaction - INFO - Epoch [75][3260/3757] lr: 1.000e-03, eta: 2 days, 3:06:50, time: 2.076, data_time: 0.189, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8672, loss_cls: 1.2865, loss: 1.2865, grad_norm: 8.5027 2020-08-04 15:09:21,111 - mmaction - INFO - Epoch [75][3280/3757] lr: 1.000e-03, eta: 2 days, 3:06:10, time: 1.906, data_time: 0.045, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2007, loss: 1.2007, grad_norm: 8.3019 2020-08-04 15:10:02,208 - mmaction - INFO - Epoch [75][3300/3757] lr: 1.000e-03, eta: 2 days, 3:05:33, time: 2.055, data_time: 0.014, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8570, loss_cls: 1.3270, loss: 1.3270, grad_norm: 8.6510 2020-08-04 15:10:42,247 - mmaction - INFO - Epoch [75][3320/3757] lr: 1.000e-03, eta: 2 days, 3:04:55, time: 1.998, data_time: 0.005, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8742, loss_cls: 1.2831, loss: 1.2831, grad_norm: 8.7350 2020-08-04 15:11:19,728 - mmaction - INFO - Epoch [75][3340/3757] lr: 1.000e-03, eta: 2 days, 3:04:14, time: 1.871, data_time: 0.014, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1612, loss: 1.1612, grad_norm: 8.2339 2020-08-04 15:11:59,690 - mmaction - INFO - Epoch [75][3360/3757] lr: 1.000e-03, eta: 2 days, 3:03:36, time: 1.999, data_time: 0.011, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8492, loss_cls: 1.3917, loss: 1.3917, grad_norm: 8.8272 2020-08-04 15:12:40,677 - mmaction - INFO - Epoch [75][3380/3757] lr: 1.000e-03, eta: 2 days, 3:02:59, time: 2.056, data_time: 0.011, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8648, loss_cls: 1.2753, loss: 1.2753, grad_norm: 8.2745 2020-08-04 15:13:15,119 - mmaction - INFO - Epoch [75][3400/3757] lr: 1.000e-03, eta: 2 days, 3:02:16, time: 1.715, data_time: 0.008, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8633, loss_cls: 1.3585, loss: 1.3585, grad_norm: 8.7523 2020-08-04 15:13:54,548 - mmaction - INFO - Epoch [75][3420/3757] lr: 1.000e-03, eta: 2 days, 3:01:38, time: 1.979, data_time: 0.015, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8773, loss_cls: 1.3078, loss: 1.3078, grad_norm: 8.5871 2020-08-04 15:14:34,150 - mmaction - INFO - Epoch [75][3440/3757] lr: 1.000e-03, eta: 2 days, 3:00:59, time: 1.977, data_time: 0.009, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.3066, loss: 1.3066, grad_norm: 8.5753 2020-08-04 15:15:12,177 - mmaction - INFO - Epoch [75][3460/3757] lr: 1.000e-03, eta: 2 days, 3:00:19, time: 1.903, data_time: 0.008, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8734, loss_cls: 1.2860, loss: 1.2860, grad_norm: 8.4498 2020-08-04 15:15:52,871 - mmaction - INFO - Epoch [75][3480/3757] lr: 1.000e-03, eta: 2 days, 2:59:42, time: 2.027, data_time: 0.080, memory: 5166, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.4186, loss: 1.4186, grad_norm: 8.8146 2020-08-04 15:16:33,473 - mmaction - INFO - Epoch [75][3500/3757] lr: 1.000e-03, eta: 2 days, 2:59:04, time: 2.039, data_time: 0.306, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3083, loss: 1.3083, grad_norm: 8.3453 2020-08-04 15:17:14,622 - mmaction - INFO - Epoch [75][3520/3757] lr: 1.000e-03, eta: 2 days, 2:58:27, time: 2.051, data_time: 0.063, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8602, loss_cls: 1.2753, loss: 1.2753, grad_norm: 8.2587 2020-08-04 15:17:53,123 - mmaction - INFO - Epoch [75][3540/3757] lr: 1.000e-03, eta: 2 days, 2:57:48, time: 1.930, data_time: 0.010, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8594, loss_cls: 1.3629, loss: 1.3629, grad_norm: 8.4185 2020-08-04 15:18:33,792 - mmaction - INFO - Epoch [75][3560/3757] lr: 1.000e-03, eta: 2 days, 2:57:10, time: 2.034, data_time: 0.009, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8734, loss_cls: 1.2388, loss: 1.2388, grad_norm: 8.4180 2020-08-04 15:19:12,392 - mmaction - INFO - Epoch [75][3580/3757] lr: 1.000e-03, eta: 2 days, 2:56:31, time: 1.928, data_time: 0.009, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3455, loss: 1.3455, grad_norm: 8.7594 2020-08-04 15:19:52,984 - mmaction - INFO - Epoch [75][3600/3757] lr: 1.000e-03, eta: 2 days, 2:55:53, time: 2.031, data_time: 0.021, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2646, loss: 1.2646, grad_norm: 8.2898 2020-08-04 15:20:33,073 - mmaction - INFO - Epoch [75][3620/3757] lr: 1.000e-03, eta: 2 days, 2:55:15, time: 2.000, data_time: 0.040, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8820, loss_cls: 1.1873, loss: 1.1873, grad_norm: 8.4402 2020-08-04 15:21:09,988 - mmaction - INFO - Epoch [75][3640/3757] lr: 1.000e-03, eta: 2 days, 2:54:34, time: 1.853, data_time: 0.010, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8734, loss_cls: 1.3142, loss: 1.3142, grad_norm: 8.8353 2020-08-04 15:21:51,864 - mmaction - INFO - Epoch [75][3660/3757] lr: 1.000e-03, eta: 2 days, 2:53:57, time: 2.090, data_time: 0.013, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8695, loss_cls: 1.3130, loss: 1.3130, grad_norm: 8.8617 2020-08-04 15:22:34,900 - mmaction - INFO - Epoch [75][3680/3757] lr: 1.000e-03, eta: 2 days, 2:53:22, time: 2.150, data_time: 0.006, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8594, loss_cls: 1.3306, loss: 1.3306, grad_norm: 8.7297 2020-08-04 15:23:08,321 - mmaction - INFO - Epoch [75][3700/3757] lr: 1.000e-03, eta: 2 days, 2:52:38, time: 1.665, data_time: 0.028, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8570, loss_cls: 1.3841, loss: 1.3841, grad_norm: 8.9120 2020-08-04 15:23:51,814 - mmaction - INFO - Epoch [75][3720/3757] lr: 1.000e-03, eta: 2 days, 2:52:03, time: 2.177, data_time: 0.063, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8719, loss_cls: 1.2777, loss: 1.2777, grad_norm: 8.5082 2020-08-04 15:24:35,194 - mmaction - INFO - Epoch [75][3740/3757] lr: 1.000e-03, eta: 2 days, 2:51:27, time: 2.178, data_time: 0.231, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8812, loss_cls: 1.2746, loss: 1.2746, grad_norm: 8.4281 2020-08-04 15:24:58,235 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-08-04 15:25:57,236 - mmaction - INFO - Epoch [76][20/3757] lr: 1.000e-03, eta: 2 days, 2:50:04, time: 2.905, data_time: 1.311, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8688, loss_cls: 1.2693, loss: 1.2693, grad_norm: 8.4284 2020-08-04 15:26:37,280 - mmaction - INFO - Epoch [76][40/3757] lr: 1.000e-03, eta: 2 days, 2:49:26, time: 2.005, data_time: 0.143, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8586, loss_cls: 1.3284, loss: 1.3284, grad_norm: 8.5937 2020-08-04 15:27:13,901 - mmaction - INFO - Epoch [76][60/3757] lr: 1.000e-03, eta: 2 days, 2:48:45, time: 1.833, data_time: 0.005, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8562, loss_cls: 1.3332, loss: 1.3332, grad_norm: 8.5668 2020-08-04 15:27:59,455 - mmaction - INFO - Epoch [76][80/3757] lr: 1.000e-03, eta: 2 days, 2:48:12, time: 2.277, data_time: 0.011, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.3075, loss: 1.3075, grad_norm: 8.5046 2020-08-04 15:28:37,687 - mmaction - INFO - Epoch [76][100/3757] lr: 1.000e-03, eta: 2 days, 2:47:32, time: 1.913, data_time: 0.354, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8766, loss_cls: 1.2525, loss: 1.2525, grad_norm: 8.6993 2020-08-04 15:29:18,079 - mmaction - INFO - Epoch [76][120/3757] lr: 1.000e-03, eta: 2 days, 2:46:54, time: 2.016, data_time: 0.047, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8680, loss_cls: 1.2226, loss: 1.2226, grad_norm: 8.2421 2020-08-04 15:29:58,056 - mmaction - INFO - Epoch [76][140/3757] lr: 1.000e-03, eta: 2 days, 2:46:16, time: 2.000, data_time: 0.084, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.2733, loss: 1.2733, grad_norm: 8.3121 2020-08-04 15:30:37,752 - mmaction - INFO - Epoch [76][160/3757] lr: 1.000e-03, eta: 2 days, 2:45:38, time: 1.982, data_time: 0.010, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8648, loss_cls: 1.2851, loss: 1.2851, grad_norm: 8.7879 2020-08-04 15:31:17,676 - mmaction - INFO - Epoch [76][180/3757] lr: 1.000e-03, eta: 2 days, 2:44:59, time: 2.001, data_time: 0.010, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8820, loss_cls: 1.2708, loss: 1.2708, grad_norm: 8.4966 2020-08-04 15:31:54,902 - mmaction - INFO - Epoch [76][200/3757] lr: 1.000e-03, eta: 2 days, 2:44:19, time: 1.853, data_time: 0.007, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8930, loss_cls: 1.1541, loss: 1.1541, grad_norm: 8.2133 2020-08-04 15:32:35,621 - mmaction - INFO - Epoch [76][220/3757] lr: 1.000e-03, eta: 2 days, 2:43:41, time: 2.043, data_time: 0.122, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8641, loss_cls: 1.2704, loss: 1.2704, grad_norm: 8.5212 2020-08-04 15:33:14,500 - mmaction - INFO - Epoch [76][240/3757] lr: 1.000e-03, eta: 2 days, 2:43:02, time: 1.938, data_time: 0.155, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2632, loss: 1.2632, grad_norm: 8.6048 2020-08-04 15:33:54,187 - mmaction - INFO - Epoch [76][260/3757] lr: 1.000e-03, eta: 2 days, 2:42:24, time: 1.990, data_time: 0.071, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8500, loss_cls: 1.3675, loss: 1.3675, grad_norm: 8.5013 2020-08-04 15:34:31,370 - mmaction - INFO - Epoch [76][280/3757] lr: 1.000e-03, eta: 2 days, 2:41:43, time: 1.852, data_time: 0.592, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2372, loss: 1.2372, grad_norm: 8.3796 2020-08-04 15:35:14,032 - mmaction - INFO - Epoch [76][300/3757] lr: 1.000e-03, eta: 2 days, 2:41:07, time: 2.136, data_time: 0.955, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.2757, loss: 1.2757, grad_norm: 8.5400 2020-08-04 15:35:50,807 - mmaction - INFO - Epoch [76][320/3757] lr: 1.000e-03, eta: 2 days, 2:40:27, time: 1.843, data_time: 1.283, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8727, loss_cls: 1.2215, loss: 1.2215, grad_norm: 8.3538 2020-08-04 15:36:31,785 - mmaction - INFO - Epoch [76][340/3757] lr: 1.000e-03, eta: 2 days, 2:39:49, time: 2.045, data_time: 0.798, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.3649, loss: 1.3649, grad_norm: 8.9305 2020-08-04 15:37:09,778 - mmaction - INFO - Epoch [76][360/3757] lr: 1.000e-03, eta: 2 days, 2:39:09, time: 1.895, data_time: 0.009, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8734, loss_cls: 1.2455, loss: 1.2455, grad_norm: 8.6732 2020-08-04 15:37:49,105 - mmaction - INFO - Epoch [76][380/3757] lr: 1.000e-03, eta: 2 days, 2:38:31, time: 1.975, data_time: 0.028, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8695, loss_cls: 1.3017, loss: 1.3017, grad_norm: 8.8357 2020-08-04 15:38:30,977 - mmaction - INFO - Epoch [76][400/3757] lr: 1.000e-03, eta: 2 days, 2:37:54, time: 2.095, data_time: 0.535, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.2282, loss: 1.2282, grad_norm: 8.4733 2020-08-04 15:39:08,915 - mmaction - INFO - Epoch [76][420/3757] lr: 1.000e-03, eta: 2 days, 2:37:14, time: 1.889, data_time: 0.281, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8742, loss_cls: 1.2917, loss: 1.2917, grad_norm: 8.7157 2020-08-04 15:39:46,620 - mmaction - INFO - Epoch [76][440/3757] lr: 1.000e-03, eta: 2 days, 2:36:34, time: 1.892, data_time: 0.559, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.3623, loss: 1.3623, grad_norm: 8.8148 2020-08-04 15:40:28,262 - mmaction - INFO - Epoch [76][460/3757] lr: 1.000e-03, eta: 2 days, 2:35:57, time: 2.074, data_time: 0.078, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8773, loss_cls: 1.2378, loss: 1.2378, grad_norm: 8.7846 2020-08-04 15:41:07,059 - mmaction - INFO - Epoch [76][480/3757] lr: 1.000e-03, eta: 2 days, 2:35:18, time: 1.948, data_time: 0.293, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8695, loss_cls: 1.3074, loss: 1.3074, grad_norm: 8.6700 2020-08-04 15:41:48,968 - mmaction - INFO - Epoch [76][500/3757] lr: 1.000e-03, eta: 2 days, 2:34:42, time: 2.092, data_time: 1.209, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8625, loss_cls: 1.2510, loss: 1.2510, grad_norm: 8.4613 2020-08-04 15:42:23,437 - mmaction - INFO - Epoch [76][520/3757] lr: 1.000e-03, eta: 2 days, 2:33:59, time: 1.727, data_time: 0.683, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8781, loss_cls: 1.2225, loss: 1.2225, grad_norm: 8.7527 2020-08-04 15:43:02,104 - mmaction - INFO - Epoch [76][540/3757] lr: 1.000e-03, eta: 2 days, 2:33:20, time: 1.933, data_time: 0.074, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8695, loss_cls: 1.2841, loss: 1.2841, grad_norm: 8.6324 2020-08-04 15:43:41,403 - mmaction - INFO - Epoch [76][560/3757] lr: 1.000e-03, eta: 2 days, 2:32:41, time: 1.958, data_time: 0.024, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8672, loss_cls: 1.2471, loss: 1.2471, grad_norm: 8.4913 2020-08-04 15:44:21,803 - mmaction - INFO - Epoch [76][580/3757] lr: 1.000e-03, eta: 2 days, 2:32:03, time: 2.026, data_time: 0.019, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8531, loss_cls: 1.3660, loss: 1.3660, grad_norm: 8.4481 2020-08-04 15:45:02,430 - mmaction - INFO - Epoch [76][600/3757] lr: 1.000e-03, eta: 2 days, 2:31:26, time: 2.030, data_time: 0.008, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8719, loss_cls: 1.2444, loss: 1.2444, grad_norm: 8.5027 2020-08-04 15:45:40,978 - mmaction - INFO - Epoch [76][620/3757] lr: 1.000e-03, eta: 2 days, 2:30:46, time: 1.928, data_time: 0.008, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2577, loss: 1.2577, grad_norm: 8.6087 2020-08-04 15:46:21,828 - mmaction - INFO - Epoch [76][640/3757] lr: 1.000e-03, eta: 2 days, 2:30:09, time: 2.037, data_time: 0.078, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3274, loss: 1.3274, grad_norm: 8.4815 2020-08-04 15:46:58,857 - mmaction - INFO - Epoch [76][660/3757] lr: 1.000e-03, eta: 2 days, 2:29:28, time: 1.849, data_time: 0.264, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8781, loss_cls: 1.2628, loss: 1.2628, grad_norm: 8.6754 2020-08-04 15:47:39,505 - mmaction - INFO - Epoch [76][680/3757] lr: 1.000e-03, eta: 2 days, 2:28:51, time: 2.039, data_time: 1.398, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.2750, loss: 1.2750, grad_norm: 8.7992 2020-08-04 15:48:19,830 - mmaction - INFO - Epoch [76][700/3757] lr: 1.000e-03, eta: 2 days, 2:28:13, time: 2.017, data_time: 0.702, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.2012, loss: 1.2012, grad_norm: 8.2268 2020-08-04 15:48:54,056 - mmaction - INFO - Epoch [76][720/3757] lr: 1.000e-03, eta: 2 days, 2:27:30, time: 1.714, data_time: 0.563, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8594, loss_cls: 1.2783, loss: 1.2783, grad_norm: 8.2437 2020-08-04 15:49:32,879 - mmaction - INFO - Epoch [76][740/3757] lr: 1.000e-03, eta: 2 days, 2:26:51, time: 1.932, data_time: 0.053, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2540, loss: 1.2540, grad_norm: 8.5728 2020-08-04 15:50:14,388 - mmaction - INFO - Epoch [76][760/3757] lr: 1.000e-03, eta: 2 days, 2:26:14, time: 2.081, data_time: 0.012, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8625, loss_cls: 1.2785, loss: 1.2785, grad_norm: 8.7247 2020-08-04 15:50:53,003 - mmaction - INFO - Epoch [76][780/3757] lr: 1.000e-03, eta: 2 days, 2:25:35, time: 1.934, data_time: 0.164, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8898, loss_cls: 1.2044, loss: 1.2044, grad_norm: 8.5474 2020-08-04 15:51:31,822 - mmaction - INFO - Epoch [76][800/3757] lr: 1.000e-03, eta: 2 days, 2:24:55, time: 1.936, data_time: 0.240, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2322, loss: 1.2322, grad_norm: 8.4197 2020-08-04 15:52:09,711 - mmaction - INFO - Epoch [76][820/3757] lr: 1.000e-03, eta: 2 days, 2:24:16, time: 1.893, data_time: 0.281, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8812, loss_cls: 1.2597, loss: 1.2597, grad_norm: 8.6053 2020-08-04 15:52:50,627 - mmaction - INFO - Epoch [76][840/3757] lr: 1.000e-03, eta: 2 days, 2:23:38, time: 2.052, data_time: 1.466, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8758, loss_cls: 1.2931, loss: 1.2931, grad_norm: 8.6328 2020-08-04 15:53:28,141 - mmaction - INFO - Epoch [76][860/3757] lr: 1.000e-03, eta: 2 days, 2:22:58, time: 1.877, data_time: 1.272, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8578, loss_cls: 1.3072, loss: 1.3072, grad_norm: 8.5248 2020-08-04 15:54:08,730 - mmaction - INFO - Epoch [76][880/3757] lr: 1.000e-03, eta: 2 days, 2:22:20, time: 2.030, data_time: 1.185, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8742, loss_cls: 1.2356, loss: 1.2356, grad_norm: 8.4268 2020-08-04 15:54:53,756 - mmaction - INFO - Epoch [76][900/3757] lr: 1.000e-03, eta: 2 days, 2:21:46, time: 2.249, data_time: 0.283, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8719, loss_cls: 1.2702, loss: 1.2702, grad_norm: 8.8120 2020-08-04 15:55:29,582 - mmaction - INFO - Epoch [76][920/3757] lr: 1.000e-03, eta: 2 days, 2:21:05, time: 1.794, data_time: 0.059, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2653, loss: 1.2653, grad_norm: 8.6322 2020-08-04 15:56:07,509 - mmaction - INFO - Epoch [76][940/3757] lr: 1.000e-03, eta: 2 days, 2:20:25, time: 1.890, data_time: 0.413, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3363, loss: 1.3363, grad_norm: 8.8214 2020-08-04 15:56:45,476 - mmaction - INFO - Epoch [76][960/3757] lr: 1.000e-03, eta: 2 days, 2:19:45, time: 1.905, data_time: 0.026, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8602, loss_cls: 1.3496, loss: 1.3496, grad_norm: 8.9116 2020-08-04 15:57:28,223 - mmaction - INFO - Epoch [76][980/3757] lr: 1.000e-03, eta: 2 days, 2:19:09, time: 2.131, data_time: 0.651, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1702, loss: 1.1702, grad_norm: 8.2512 2020-08-04 15:58:06,104 - mmaction - INFO - Epoch [76][1000/3757] lr: 1.000e-03, eta: 2 days, 2:18:29, time: 1.894, data_time: 0.360, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8766, loss_cls: 1.2484, loss: 1.2484, grad_norm: 8.5038 2020-08-04 15:58:42,233 - mmaction - INFO - Epoch [76][1020/3757] lr: 1.000e-03, eta: 2 days, 2:17:48, time: 1.810, data_time: 0.332, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2915, loss: 1.2915, grad_norm: 8.6962 2020-08-04 15:59:22,812 - mmaction - INFO - Epoch [76][1040/3757] lr: 1.000e-03, eta: 2 days, 2:17:10, time: 2.024, data_time: 0.012, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8789, loss_cls: 1.2679, loss: 1.2679, grad_norm: 8.5102 2020-08-04 16:00:00,416 - mmaction - INFO - Epoch [76][1060/3757] lr: 1.000e-03, eta: 2 days, 2:16:30, time: 1.888, data_time: 0.011, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2816, loss: 1.2816, grad_norm: 8.5695 2020-08-04 16:00:39,792 - mmaction - INFO - Epoch [76][1080/3757] lr: 1.000e-03, eta: 2 days, 2:15:51, time: 1.954, data_time: 0.182, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8695, loss_cls: 1.2887, loss: 1.2887, grad_norm: 8.5670 2020-08-04 16:01:22,104 - mmaction - INFO - Epoch [76][1100/3757] lr: 1.000e-03, eta: 2 days, 2:15:15, time: 2.127, data_time: 0.113, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8758, loss_cls: 1.2925, loss: 1.2925, grad_norm: 8.4899 2020-08-04 16:02:02,905 - mmaction - INFO - Epoch [76][1120/3757] lr: 1.000e-03, eta: 2 days, 2:14:37, time: 2.044, data_time: 0.008, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.2300, loss: 1.2300, grad_norm: 8.4371 2020-08-04 16:02:42,250 - mmaction - INFO - Epoch [76][1140/3757] lr: 1.000e-03, eta: 2 days, 2:13:59, time: 1.968, data_time: 0.005, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8766, loss_cls: 1.2932, loss: 1.2932, grad_norm: 8.6933 2020-08-04 16:03:20,472 - mmaction - INFO - Epoch [76][1160/3757] lr: 1.000e-03, eta: 2 days, 2:13:19, time: 1.911, data_time: 0.138, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8812, loss_cls: 1.2355, loss: 1.2355, grad_norm: 8.3908 2020-08-04 16:03:59,793 - mmaction - INFO - Epoch [76][1180/3757] lr: 1.000e-03, eta: 2 days, 2:12:41, time: 1.966, data_time: 0.106, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8859, loss_cls: 1.1477, loss: 1.1477, grad_norm: 8.2901 2020-08-04 16:04:39,882 - mmaction - INFO - Epoch [76][1200/3757] lr: 1.000e-03, eta: 2 days, 2:12:02, time: 2.002, data_time: 0.775, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.2287, loss: 1.2287, grad_norm: 8.4381 2020-08-04 16:05:17,658 - mmaction - INFO - Epoch [76][1220/3757] lr: 1.000e-03, eta: 2 days, 2:11:22, time: 1.886, data_time: 0.019, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8852, loss_cls: 1.2222, loss: 1.2222, grad_norm: 8.6244 2020-08-04 16:05:59,307 - mmaction - INFO - Epoch [76][1240/3757] lr: 1.000e-03, eta: 2 days, 2:10:46, time: 2.087, data_time: 0.377, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8602, loss_cls: 1.3270, loss: 1.3270, grad_norm: 8.6291 2020-08-04 16:06:38,278 - mmaction - INFO - Epoch [76][1260/3757] lr: 1.000e-03, eta: 2 days, 2:10:06, time: 1.941, data_time: 0.145, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8711, loss_cls: 1.3009, loss: 1.3009, grad_norm: 8.8586 2020-08-04 16:07:17,787 - mmaction - INFO - Epoch [76][1280/3757] lr: 1.000e-03, eta: 2 days, 2:09:28, time: 1.981, data_time: 0.107, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.1894, loss: 1.1894, grad_norm: 8.3142 2020-08-04 16:07:57,946 - mmaction - INFO - Epoch [76][1300/3757] lr: 1.000e-03, eta: 2 days, 2:08:50, time: 2.010, data_time: 0.139, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8602, loss_cls: 1.2864, loss: 1.2864, grad_norm: 8.5029 2020-08-04 16:08:37,959 - mmaction - INFO - Epoch [76][1320/3757] lr: 1.000e-03, eta: 2 days, 2:08:12, time: 1.995, data_time: 0.002, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2367, loss: 1.2367, grad_norm: 8.6764 2020-08-04 16:09:17,151 - mmaction - INFO - Epoch [76][1340/3757] lr: 1.000e-03, eta: 2 days, 2:07:33, time: 1.965, data_time: 0.010, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.2287, loss: 1.2287, grad_norm: 8.3693 2020-08-04 16:09:55,151 - mmaction - INFO - Epoch [76][1360/3757] lr: 1.000e-03, eta: 2 days, 2:06:53, time: 1.888, data_time: 0.008, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8742, loss_cls: 1.2939, loss: 1.2939, grad_norm: 8.6550 2020-08-04 16:10:31,675 - mmaction - INFO - Epoch [76][1380/3757] lr: 1.000e-03, eta: 2 days, 2:06:12, time: 1.837, data_time: 0.226, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8883, loss_cls: 1.1715, loss: 1.1715, grad_norm: 8.4655 2020-08-04 16:11:13,355 - mmaction - INFO - Epoch [76][1400/3757] lr: 1.000e-03, eta: 2 days, 2:05:35, time: 2.076, data_time: 0.833, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8555, loss_cls: 1.3209, loss: 1.3209, grad_norm: 8.7431 2020-08-04 16:11:53,033 - mmaction - INFO - Epoch [76][1420/3757] lr: 1.000e-03, eta: 2 days, 2:04:57, time: 1.991, data_time: 1.278, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.2864, loss: 1.2864, grad_norm: 8.5881 2020-08-04 16:12:27,796 - mmaction - INFO - Epoch [76][1440/3757] lr: 1.000e-03, eta: 2 days, 2:04:15, time: 1.739, data_time: 0.480, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8758, loss_cls: 1.2957, loss: 1.2957, grad_norm: 8.5097 2020-08-04 16:13:07,195 - mmaction - INFO - Epoch [76][1460/3757] lr: 1.000e-03, eta: 2 days, 2:03:36, time: 1.971, data_time: 0.006, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8688, loss_cls: 1.2755, loss: 1.2755, grad_norm: 8.4643 2020-08-04 16:13:46,670 - mmaction - INFO - Epoch [76][1480/3757] lr: 1.000e-03, eta: 2 days, 2:02:57, time: 1.962, data_time: 0.002, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8859, loss_cls: 1.2176, loss: 1.2176, grad_norm: 8.4598 2020-08-04 16:14:26,604 - mmaction - INFO - Epoch [76][1500/3757] lr: 1.000e-03, eta: 2 days, 2:02:19, time: 2.007, data_time: 0.013, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2319, loss: 1.2319, grad_norm: 8.5683 2020-08-04 16:15:07,568 - mmaction - INFO - Epoch [76][1520/3757] lr: 1.000e-03, eta: 2 days, 2:01:42, time: 2.047, data_time: 0.010, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8625, loss_cls: 1.3226, loss: 1.3226, grad_norm: 8.7794 2020-08-04 16:15:46,670 - mmaction - INFO - Epoch [76][1540/3757] lr: 1.000e-03, eta: 2 days, 2:01:03, time: 1.954, data_time: 0.003, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.3139, loss: 1.3139, grad_norm: 8.8150 2020-08-04 16:16:23,712 - mmaction - INFO - Epoch [76][1560/3757] lr: 1.000e-03, eta: 2 days, 2:00:22, time: 1.851, data_time: 0.012, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8625, loss_cls: 1.2798, loss: 1.2798, grad_norm: 8.4246 2020-08-04 16:17:01,003 - mmaction - INFO - Epoch [76][1580/3757] lr: 1.000e-03, eta: 2 days, 1:59:42, time: 1.868, data_time: 0.067, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8680, loss_cls: 1.2881, loss: 1.2881, grad_norm: 8.4710 2020-08-04 16:17:40,646 - mmaction - INFO - Epoch [76][1600/3757] lr: 1.000e-03, eta: 2 days, 1:59:04, time: 1.976, data_time: 0.012, memory: 5166, top1_acc: 0.6539, top5_acc: 0.8555, loss_cls: 1.4020, loss: 1.4020, grad_norm: 8.9537 2020-08-04 16:18:22,772 - mmaction - INFO - Epoch [76][1620/3757] lr: 1.000e-03, eta: 2 days, 1:58:27, time: 2.110, data_time: 0.304, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.3077, loss: 1.3077, grad_norm: 8.5356 2020-08-04 16:19:03,414 - mmaction - INFO - Epoch [76][1640/3757] lr: 1.000e-03, eta: 2 days, 1:57:49, time: 2.035, data_time: 1.421, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8680, loss_cls: 1.2934, loss: 1.2934, grad_norm: 8.5836 2020-08-04 16:19:41,380 - mmaction - INFO - Epoch [76][1660/3757] lr: 1.000e-03, eta: 2 days, 1:57:10, time: 1.897, data_time: 1.027, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.2489, loss: 1.2489, grad_norm: 8.1557 2020-08-04 16:20:22,616 - mmaction - INFO - Epoch [76][1680/3757] lr: 1.000e-03, eta: 2 days, 1:56:32, time: 2.057, data_time: 0.256, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8758, loss_cls: 1.2656, loss: 1.2656, grad_norm: 8.4458 2020-08-04 16:21:01,013 - mmaction - INFO - Epoch [76][1700/3757] lr: 1.000e-03, eta: 2 days, 1:55:53, time: 1.924, data_time: 0.144, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8633, loss_cls: 1.3233, loss: 1.3233, grad_norm: 8.5265 2020-08-04 16:21:42,911 - mmaction - INFO - Epoch [76][1720/3757] lr: 1.000e-03, eta: 2 days, 1:55:16, time: 2.097, data_time: 0.106, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3622, loss: 1.3622, grad_norm: 8.8401 2020-08-04 16:22:22,477 - mmaction - INFO - Epoch [76][1740/3757] lr: 1.000e-03, eta: 2 days, 1:54:37, time: 1.975, data_time: 0.008, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8633, loss_cls: 1.3228, loss: 1.3228, grad_norm: 8.5290 2020-08-04 16:23:00,791 - mmaction - INFO - Epoch [76][1760/3757] lr: 1.000e-03, eta: 2 days, 1:53:58, time: 1.918, data_time: 0.009, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8672, loss_cls: 1.2958, loss: 1.2958, grad_norm: 8.5523 2020-08-04 16:23:41,403 - mmaction - INFO - Epoch [76][1780/3757] lr: 1.000e-03, eta: 2 days, 1:53:20, time: 2.030, data_time: 0.010, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2496, loss: 1.2496, grad_norm: 8.6348 2020-08-04 16:24:18,944 - mmaction - INFO - Epoch [76][1800/3757] lr: 1.000e-03, eta: 2 days, 1:52:40, time: 1.879, data_time: 0.048, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8617, loss_cls: 1.2912, loss: 1.2912, grad_norm: 8.3906 2020-08-04 16:24:55,998 - mmaction - INFO - Epoch [76][1820/3757] lr: 1.000e-03, eta: 2 days, 1:52:00, time: 1.850, data_time: 0.227, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8758, loss_cls: 1.2426, loss: 1.2426, grad_norm: 8.5352 2020-08-04 16:25:35,533 - mmaction - INFO - Epoch [76][1840/3757] lr: 1.000e-03, eta: 2 days, 1:51:21, time: 1.980, data_time: 0.063, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8852, loss_cls: 1.2263, loss: 1.2263, grad_norm: 8.5561 2020-08-04 16:26:15,544 - mmaction - INFO - Epoch [76][1860/3757] lr: 1.000e-03, eta: 2 days, 1:50:43, time: 2.000, data_time: 0.007, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8750, loss_cls: 1.2630, loss: 1.2630, grad_norm: 8.5908 2020-08-04 16:26:54,768 - mmaction - INFO - Epoch [76][1880/3757] lr: 1.000e-03, eta: 2 days, 1:50:04, time: 1.960, data_time: 0.003, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8586, loss_cls: 1.3522, loss: 1.3522, grad_norm: 8.5849 2020-08-04 16:27:38,550 - mmaction - INFO - Epoch [76][1900/3757] lr: 1.000e-03, eta: 2 days, 1:49:29, time: 2.186, data_time: 0.008, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8703, loss_cls: 1.3257, loss: 1.3257, grad_norm: 8.9507 2020-08-04 16:28:15,205 - mmaction - INFO - Epoch [76][1920/3757] lr: 1.000e-03, eta: 2 days, 1:48:48, time: 1.837, data_time: 0.010, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8695, loss_cls: 1.2500, loss: 1.2500, grad_norm: 8.3947 2020-08-04 16:28:55,287 - mmaction - INFO - Epoch [76][1940/3757] lr: 1.000e-03, eta: 2 days, 1:48:10, time: 1.999, data_time: 0.009, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.3463, loss: 1.3463, grad_norm: 8.8112 2020-08-04 16:29:32,000 - mmaction - INFO - Epoch [76][1960/3757] lr: 1.000e-03, eta: 2 days, 1:47:29, time: 1.840, data_time: 0.008, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8789, loss_cls: 1.2156, loss: 1.2156, grad_norm: 8.2729 2020-08-04 16:30:12,319 - mmaction - INFO - Epoch [76][1980/3757] lr: 1.000e-03, eta: 2 days, 1:46:51, time: 2.016, data_time: 0.017, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8664, loss_cls: 1.3040, loss: 1.3040, grad_norm: 8.8561 2020-08-04 16:30:50,169 - mmaction - INFO - Epoch [76][2000/3757] lr: 1.000e-03, eta: 2 days, 1:46:11, time: 1.893, data_time: 0.007, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3148, loss: 1.3148, grad_norm: 8.6351 2020-08-04 16:31:30,362 - mmaction - INFO - Epoch [76][2020/3757] lr: 1.000e-03, eta: 2 days, 1:45:33, time: 2.004, data_time: 0.009, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2539, loss: 1.2539, grad_norm: 8.3680 2020-08-04 16:32:11,835 - mmaction - INFO - Epoch [76][2040/3757] lr: 1.000e-03, eta: 2 days, 1:44:56, time: 2.073, data_time: 0.010, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2200, loss: 1.2200, grad_norm: 8.6222 2020-08-04 16:32:47,986 - mmaction - INFO - Epoch [76][2060/3757] lr: 1.000e-03, eta: 2 days, 1:44:15, time: 1.808, data_time: 0.009, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8758, loss_cls: 1.3000, loss: 1.3000, grad_norm: 8.8248 2020-08-04 16:33:31,020 - mmaction - INFO - Epoch [76][2080/3757] lr: 1.000e-03, eta: 2 days, 1:43:39, time: 2.157, data_time: 0.104, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8680, loss_cls: 1.3084, loss: 1.3084, grad_norm: 8.8616 2020-08-04 16:34:09,939 - mmaction - INFO - Epoch [76][2100/3757] lr: 1.000e-03, eta: 2 days, 1:43:00, time: 1.946, data_time: 0.044, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.3795, loss: 1.3795, grad_norm: 9.2435 2020-08-04 16:34:49,335 - mmaction - INFO - Epoch [76][2120/3757] lr: 1.000e-03, eta: 2 days, 1:42:22, time: 1.969, data_time: 0.835, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8727, loss_cls: 1.1861, loss: 1.1861, grad_norm: 8.3392 2020-08-04 16:35:28,130 - mmaction - INFO - Epoch [76][2140/3757] lr: 1.000e-03, eta: 2 days, 1:41:42, time: 1.939, data_time: 0.236, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8656, loss_cls: 1.2898, loss: 1.2898, grad_norm: 8.6085 2020-08-04 16:36:06,693 - mmaction - INFO - Epoch [76][2160/3757] lr: 1.000e-03, eta: 2 days, 1:41:03, time: 1.928, data_time: 0.871, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8562, loss_cls: 1.3383, loss: 1.3383, grad_norm: 8.8780 2020-08-04 16:36:43,585 - mmaction - INFO - Epoch [76][2180/3757] lr: 1.000e-03, eta: 2 days, 1:40:22, time: 1.842, data_time: 1.057, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3470, loss: 1.3470, grad_norm: 8.9981 2020-08-04 16:37:23,165 - mmaction - INFO - Epoch [76][2200/3757] lr: 1.000e-03, eta: 2 days, 1:39:44, time: 1.974, data_time: 0.017, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8586, loss_cls: 1.2758, loss: 1.2758, grad_norm: 8.3347 2020-08-04 16:38:03,335 - mmaction - INFO - Epoch [76][2220/3757] lr: 1.000e-03, eta: 2 days, 1:39:06, time: 2.015, data_time: 0.219, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.2714, loss: 1.2714, grad_norm: 8.7097 2020-08-04 16:38:45,677 - mmaction - INFO - Epoch [76][2240/3757] lr: 1.000e-03, eta: 2 days, 1:38:29, time: 2.119, data_time: 1.273, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3559, loss: 1.3559, grad_norm: 8.8568 2020-08-04 16:39:21,516 - mmaction - INFO - Epoch [76][2260/3757] lr: 1.000e-03, eta: 2 days, 1:37:48, time: 1.785, data_time: 1.221, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8680, loss_cls: 1.3217, loss: 1.3217, grad_norm: 8.8703 2020-08-04 16:40:01,619 - mmaction - INFO - Epoch [76][2280/3757] lr: 1.000e-03, eta: 2 days, 1:37:10, time: 2.010, data_time: 1.424, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8938, loss_cls: 1.1906, loss: 1.1906, grad_norm: 8.3947 2020-08-04 16:40:40,061 - mmaction - INFO - Epoch [76][2300/3757] lr: 1.000e-03, eta: 2 days, 1:36:31, time: 1.925, data_time: 0.288, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.2470, loss: 1.2470, grad_norm: 8.4938 2020-08-04 16:41:20,374 - mmaction - INFO - Epoch [76][2320/3757] lr: 1.000e-03, eta: 2 days, 1:35:53, time: 2.014, data_time: 0.003, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3322, loss: 1.3322, grad_norm: 8.5431 2020-08-04 16:42:00,069 - mmaction - INFO - Epoch [76][2340/3757] lr: 1.000e-03, eta: 2 days, 1:35:14, time: 1.978, data_time: 0.009, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8719, loss_cls: 1.2981, loss: 1.2981, grad_norm: 8.7802 2020-08-04 16:42:39,372 - mmaction - INFO - Epoch [76][2360/3757] lr: 1.000e-03, eta: 2 days, 1:34:35, time: 1.974, data_time: 0.011, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8773, loss_cls: 1.3172, loss: 1.3172, grad_norm: 8.7382 2020-08-04 16:43:19,942 - mmaction - INFO - Epoch [76][2380/3757] lr: 1.000e-03, eta: 2 days, 1:33:58, time: 2.025, data_time: 0.008, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8805, loss_cls: 1.2663, loss: 1.2663, grad_norm: 8.6682 2020-08-04 16:43:56,112 - mmaction - INFO - Epoch [76][2400/3757] lr: 1.000e-03, eta: 2 days, 1:33:17, time: 1.812, data_time: 0.009, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8578, loss_cls: 1.3438, loss: 1.3438, grad_norm: 8.6411 2020-08-04 16:44:35,352 - mmaction - INFO - Epoch [76][2420/3757] lr: 1.000e-03, eta: 2 days, 1:32:38, time: 1.958, data_time: 0.008, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8789, loss_cls: 1.2387, loss: 1.2387, grad_norm: 8.5616 2020-08-04 16:45:17,125 - mmaction - INFO - Epoch [76][2440/3757] lr: 1.000e-03, eta: 2 days, 1:32:01, time: 2.089, data_time: 0.008, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8875, loss_cls: 1.2158, loss: 1.2158, grad_norm: 8.4708 2020-08-04 16:45:53,161 - mmaction - INFO - Epoch [76][2460/3757] lr: 1.000e-03, eta: 2 days, 1:31:20, time: 1.801, data_time: 0.013, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3790, loss: 1.3790, grad_norm: 8.8790 2020-08-04 16:46:31,066 - mmaction - INFO - Epoch [76][2480/3757] lr: 1.000e-03, eta: 2 days, 1:30:40, time: 1.901, data_time: 0.077, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3489, loss: 1.3489, grad_norm: 8.7526 2020-08-04 16:47:13,631 - mmaction - INFO - Epoch [76][2500/3757] lr: 1.000e-03, eta: 2 days, 1:30:04, time: 2.126, data_time: 0.472, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8602, loss_cls: 1.3345, loss: 1.3345, grad_norm: 8.7612 2020-08-04 16:47:51,851 - mmaction - INFO - Epoch [76][2520/3757] lr: 1.000e-03, eta: 2 days, 1:29:24, time: 1.914, data_time: 0.103, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8641, loss_cls: 1.3299, loss: 1.3299, grad_norm: 8.6882 2020-08-04 16:48:27,578 - mmaction - INFO - Epoch [76][2540/3757] lr: 1.000e-03, eta: 2 days, 1:28:42, time: 1.779, data_time: 0.008, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8734, loss_cls: 1.2479, loss: 1.2479, grad_norm: 8.5535 2020-08-04 16:49:08,338 - mmaction - INFO - Epoch [76][2560/3757] lr: 1.000e-03, eta: 2 days, 1:28:05, time: 2.045, data_time: 0.026, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3293, loss: 1.3293, grad_norm: 8.7198 2020-08-04 16:49:46,140 - mmaction - INFO - Epoch [76][2580/3757] lr: 1.000e-03, eta: 2 days, 1:27:25, time: 1.891, data_time: 0.009, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8523, loss_cls: 1.4088, loss: 1.4088, grad_norm: 8.8357 2020-08-04 16:50:24,358 - mmaction - INFO - Epoch [76][2600/3757] lr: 1.000e-03, eta: 2 days, 1:26:46, time: 1.911, data_time: 0.003, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8648, loss_cls: 1.3150, loss: 1.3150, grad_norm: 8.4290 2020-08-04 16:51:06,092 - mmaction - INFO - Epoch [76][2620/3757] lr: 1.000e-03, eta: 2 days, 1:26:09, time: 2.085, data_time: 0.003, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8734, loss_cls: 1.2720, loss: 1.2720, grad_norm: 8.7585 2020-08-04 16:51:43,202 - mmaction - INFO - Epoch [76][2640/3757] lr: 1.000e-03, eta: 2 days, 1:25:28, time: 1.847, data_time: 0.371, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8766, loss_cls: 1.2324, loss: 1.2324, grad_norm: 8.6264 2020-08-04 16:52:24,662 - mmaction - INFO - Epoch [76][2660/3757] lr: 1.000e-03, eta: 2 days, 1:24:51, time: 2.081, data_time: 0.392, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8602, loss_cls: 1.2706, loss: 1.2706, grad_norm: 8.5303 2020-08-04 16:53:00,778 - mmaction - INFO - Epoch [76][2680/3757] lr: 1.000e-03, eta: 2 days, 1:24:10, time: 1.807, data_time: 0.173, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8703, loss_cls: 1.3006, loss: 1.3006, grad_norm: 8.5313 2020-08-04 16:53:43,643 - mmaction - INFO - Epoch [76][2700/3757] lr: 1.000e-03, eta: 2 days, 1:23:34, time: 2.141, data_time: 0.759, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2777, loss: 1.2777, grad_norm: 8.5949 2020-08-04 16:54:23,595 - mmaction - INFO - Epoch [76][2720/3757] lr: 1.000e-03, eta: 2 days, 1:22:56, time: 1.998, data_time: 1.220, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8711, loss_cls: 1.2773, loss: 1.2773, grad_norm: 8.4518 2020-08-04 16:55:00,789 - mmaction - INFO - Epoch [76][2740/3757] lr: 1.000e-03, eta: 2 days, 1:22:15, time: 1.858, data_time: 0.999, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8633, loss_cls: 1.2941, loss: 1.2941, grad_norm: 8.5342 2020-08-04 16:55:42,350 - mmaction - INFO - Epoch [76][2760/3757] lr: 1.000e-03, eta: 2 days, 1:21:38, time: 2.083, data_time: 0.859, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.3331, loss: 1.3331, grad_norm: 8.5085 2020-08-04 16:56:21,916 - mmaction - INFO - Epoch [76][2780/3757] lr: 1.000e-03, eta: 2 days, 1:21:00, time: 1.971, data_time: 0.522, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8766, loss_cls: 1.2814, loss: 1.2814, grad_norm: 8.6246 2020-08-04 16:57:03,933 - mmaction - INFO - Epoch [76][2800/3757] lr: 1.000e-03, eta: 2 days, 1:20:23, time: 2.104, data_time: 0.024, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8609, loss_cls: 1.3694, loss: 1.3694, grad_norm: 9.0396 2020-08-04 16:57:44,758 - mmaction - INFO - Epoch [76][2820/3757] lr: 1.000e-03, eta: 2 days, 1:19:45, time: 2.044, data_time: 0.011, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8641, loss_cls: 1.3541, loss: 1.3541, grad_norm: 9.0953 2020-08-04 16:58:22,403 - mmaction - INFO - Epoch [76][2840/3757] lr: 1.000e-03, eta: 2 days, 1:19:05, time: 1.878, data_time: 0.007, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2655, loss: 1.2655, grad_norm: 8.6171 2020-08-04 16:58:58,203 - mmaction - INFO - Epoch [76][2860/3757] lr: 1.000e-03, eta: 2 days, 1:18:24, time: 1.787, data_time: 0.013, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8734, loss_cls: 1.2878, loss: 1.2878, grad_norm: 8.5677 2020-08-04 16:59:38,009 - mmaction - INFO - Epoch [76][2880/3757] lr: 1.000e-03, eta: 2 days, 1:17:46, time: 1.996, data_time: 0.013, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.4057, loss: 1.4057, grad_norm: 8.8317 2020-08-04 17:00:15,561 - mmaction - INFO - Epoch [76][2900/3757] lr: 1.000e-03, eta: 2 days, 1:17:05, time: 1.866, data_time: 0.119, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8641, loss_cls: 1.2863, loss: 1.2863, grad_norm: 8.6246 2020-08-04 17:00:57,904 - mmaction - INFO - Epoch [76][2920/3757] lr: 1.000e-03, eta: 2 days, 1:16:29, time: 2.130, data_time: 0.490, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8578, loss_cls: 1.3330, loss: 1.3330, grad_norm: 9.0841 2020-08-04 17:01:39,560 - mmaction - INFO - Epoch [76][2940/3757] lr: 1.000e-03, eta: 2 days, 1:15:52, time: 2.081, data_time: 0.020, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8680, loss_cls: 1.3214, loss: 1.3214, grad_norm: 8.7973 2020-08-04 17:02:19,451 - mmaction - INFO - Epoch [76][2960/3757] lr: 1.000e-03, eta: 2 days, 1:15:14, time: 1.986, data_time: 0.004, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.2751, loss: 1.2751, grad_norm: 8.4779 2020-08-04 17:02:56,261 - mmaction - INFO - Epoch [76][2980/3757] lr: 1.000e-03, eta: 2 days, 1:14:33, time: 1.849, data_time: 0.012, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.2968, loss: 1.2968, grad_norm: 8.7657 2020-08-04 17:03:36,608 - mmaction - INFO - Epoch [76][3000/3757] lr: 1.000e-03, eta: 2 days, 1:13:55, time: 2.014, data_time: 0.244, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8789, loss_cls: 1.2576, loss: 1.2576, grad_norm: 8.7122 2020-08-04 17:04:16,368 - mmaction - INFO - Epoch [76][3020/3757] lr: 1.000e-03, eta: 2 days, 1:13:17, time: 1.993, data_time: 0.342, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2888, loss: 1.2888, grad_norm: 8.4286 2020-08-04 17:04:58,647 - mmaction - INFO - Epoch [76][3040/3757] lr: 1.000e-03, eta: 2 days, 1:12:40, time: 2.108, data_time: 0.451, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8727, loss_cls: 1.2197, loss: 1.2197, grad_norm: 8.4761 2020-08-04 17:05:38,148 - mmaction - INFO - Epoch [76][3060/3757] lr: 1.000e-03, eta: 2 days, 1:12:02, time: 1.978, data_time: 0.011, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8789, loss_cls: 1.2195, loss: 1.2195, grad_norm: 8.1977 2020-08-04 17:06:15,834 - mmaction - INFO - Epoch [76][3080/3757] lr: 1.000e-03, eta: 2 days, 1:11:22, time: 1.883, data_time: 0.087, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8602, loss_cls: 1.3517, loss: 1.3517, grad_norm: 8.9752 2020-08-04 17:06:50,899 - mmaction - INFO - Epoch [76][3100/3757] lr: 1.000e-03, eta: 2 days, 1:10:40, time: 1.757, data_time: 0.118, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8641, loss_cls: 1.3222, loss: 1.3222, grad_norm: 8.6805 2020-08-04 17:07:33,674 - mmaction - INFO - Epoch [76][3120/3757] lr: 1.000e-03, eta: 2 days, 1:10:03, time: 2.132, data_time: 0.927, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.3146, loss: 1.3146, grad_norm: 8.8029 2020-08-04 17:08:11,966 - mmaction - INFO - Epoch [76][3140/3757] lr: 1.000e-03, eta: 2 days, 1:09:24, time: 1.921, data_time: 0.427, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3527, loss: 1.3527, grad_norm: 8.9683 2020-08-04 17:08:51,155 - mmaction - INFO - Epoch [76][3160/3757] lr: 1.000e-03, eta: 2 days, 1:08:45, time: 1.956, data_time: 0.008, memory: 5166, top1_acc: 0.6570, top5_acc: 0.8602, loss_cls: 1.3862, loss: 1.3862, grad_norm: 8.9165 2020-08-04 17:09:31,627 - mmaction - INFO - Epoch [76][3180/3757] lr: 1.000e-03, eta: 2 days, 1:08:07, time: 2.026, data_time: 0.008, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8688, loss_cls: 1.3085, loss: 1.3085, grad_norm: 8.7644 2020-08-04 17:10:11,301 - mmaction - INFO - Epoch [76][3200/3757] lr: 1.000e-03, eta: 2 days, 1:07:29, time: 1.983, data_time: 0.311, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8383, loss_cls: 1.4113, loss: 1.4113, grad_norm: 8.7782 2020-08-04 17:10:48,753 - mmaction - INFO - Epoch [76][3220/3757] lr: 1.000e-03, eta: 2 days, 1:06:49, time: 1.872, data_time: 1.084, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.3000, loss: 1.3000, grad_norm: 8.4202 2020-08-04 17:11:26,352 - mmaction - INFO - Epoch [76][3240/3757] lr: 1.000e-03, eta: 2 days, 1:06:09, time: 1.882, data_time: 0.712, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8633, loss_cls: 1.3547, loss: 1.3547, grad_norm: 9.0233 2020-08-04 17:12:06,460 - mmaction - INFO - Epoch [76][3260/3757] lr: 1.000e-03, eta: 2 days, 1:05:30, time: 1.997, data_time: 0.239, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.2700, loss: 1.2700, grad_norm: 8.4815 2020-08-04 17:12:48,513 - mmaction - INFO - Epoch [76][3280/3757] lr: 1.000e-03, eta: 2 days, 1:04:54, time: 2.111, data_time: 0.042, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8664, loss_cls: 1.2894, loss: 1.2894, grad_norm: 8.7169 2020-08-04 17:13:25,069 - mmaction - INFO - Epoch [76][3300/3757] lr: 1.000e-03, eta: 2 days, 1:04:13, time: 1.826, data_time: 0.009, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.3277, loss: 1.3277, grad_norm: 8.5812 2020-08-04 17:14:03,325 - mmaction - INFO - Epoch [76][3320/3757] lr: 1.000e-03, eta: 2 days, 1:03:34, time: 1.913, data_time: 0.004, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8641, loss_cls: 1.3104, loss: 1.3104, grad_norm: 8.6668 2020-08-04 17:14:40,153 - mmaction - INFO - Epoch [76][3340/3757] lr: 1.000e-03, eta: 2 days, 1:02:53, time: 1.839, data_time: 0.097, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8562, loss_cls: 1.3252, loss: 1.3252, grad_norm: 8.7055 2020-08-04 17:15:20,253 - mmaction - INFO - Epoch [76][3360/3757] lr: 1.000e-03, eta: 2 days, 1:02:15, time: 2.004, data_time: 0.058, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8727, loss_cls: 1.3062, loss: 1.3062, grad_norm: 8.4928 2020-08-04 17:16:00,141 - mmaction - INFO - Epoch [76][3380/3757] lr: 1.000e-03, eta: 2 days, 1:01:36, time: 1.999, data_time: 0.024, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.3014, loss: 1.3014, grad_norm: 8.5565 2020-08-04 17:16:40,277 - mmaction - INFO - Epoch [76][3400/3757] lr: 1.000e-03, eta: 2 days, 1:00:58, time: 2.003, data_time: 0.022, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.2700, loss: 1.2700, grad_norm: 8.5942 2020-08-04 17:17:17,917 - mmaction - INFO - Epoch [76][3420/3757] lr: 1.000e-03, eta: 2 days, 1:00:18, time: 1.886, data_time: 0.008, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.3037, loss: 1.3037, grad_norm: 8.5652 2020-08-04 17:17:57,844 - mmaction - INFO - Epoch [76][3440/3757] lr: 1.000e-03, eta: 2 days, 0:59:40, time: 1.994, data_time: 0.002, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8617, loss_cls: 1.3363, loss: 1.3363, grad_norm: 8.6131 2020-08-04 17:18:35,232 - mmaction - INFO - Epoch [76][3460/3757] lr: 1.000e-03, eta: 2 days, 0:59:00, time: 1.872, data_time: 0.314, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8758, loss_cls: 1.2938, loss: 1.2938, grad_norm: 8.8563 2020-08-04 17:19:14,727 - mmaction - INFO - Epoch [76][3480/3757] lr: 1.000e-03, eta: 2 days, 0:58:21, time: 1.965, data_time: 0.093, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.2941, loss: 1.2941, grad_norm: 8.6017 2020-08-04 17:19:56,279 - mmaction - INFO - Epoch [76][3500/3757] lr: 1.000e-03, eta: 2 days, 0:57:44, time: 2.084, data_time: 0.962, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.3820, loss: 1.3820, grad_norm: 9.0978 2020-08-04 17:20:32,578 - mmaction - INFO - Epoch [76][3520/3757] lr: 1.000e-03, eta: 2 days, 0:57:03, time: 1.813, data_time: 0.721, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8711, loss_cls: 1.2954, loss: 1.2954, grad_norm: 8.7348 2020-08-04 17:21:11,879 - mmaction - INFO - Epoch [76][3540/3757] lr: 1.000e-03, eta: 2 days, 0:56:24, time: 1.966, data_time: 0.620, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8750, loss_cls: 1.2916, loss: 1.2916, grad_norm: 8.9201 2020-08-04 17:21:51,049 - mmaction - INFO - Epoch [76][3560/3757] lr: 1.000e-03, eta: 2 days, 0:55:46, time: 1.962, data_time: 0.182, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.2589, loss: 1.2589, grad_norm: 8.6376 2020-08-04 17:22:29,674 - mmaction - INFO - Epoch [76][3580/3757] lr: 1.000e-03, eta: 2 days, 0:55:06, time: 1.929, data_time: 0.010, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2477, loss: 1.2477, grad_norm: 8.5291 2020-08-04 17:23:09,642 - mmaction - INFO - Epoch [76][3600/3757] lr: 1.000e-03, eta: 2 days, 0:54:28, time: 1.999, data_time: 0.008, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8641, loss_cls: 1.3399, loss: 1.3399, grad_norm: 8.6661 2020-08-04 17:23:47,996 - mmaction - INFO - Epoch [76][3620/3757] lr: 1.000e-03, eta: 2 days, 0:53:49, time: 1.918, data_time: 0.105, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.3569, loss: 1.3569, grad_norm: 8.7525 2020-08-04 17:24:28,138 - mmaction - INFO - Epoch [76][3640/3757] lr: 1.000e-03, eta: 2 days, 0:53:11, time: 2.008, data_time: 0.004, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8672, loss_cls: 1.3255, loss: 1.3255, grad_norm: 8.7244 2020-08-04 17:25:07,960 - mmaction - INFO - Epoch [76][3660/3757] lr: 1.000e-03, eta: 2 days, 0:52:32, time: 1.990, data_time: 0.009, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8688, loss_cls: 1.2892, loss: 1.2892, grad_norm: 8.5964 2020-08-04 17:25:49,177 - mmaction - INFO - Epoch [76][3680/3757] lr: 1.000e-03, eta: 2 days, 0:51:55, time: 2.063, data_time: 0.004, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.2920, loss: 1.2920, grad_norm: 8.5607 2020-08-04 17:26:29,586 - mmaction - INFO - Epoch [76][3700/3757] lr: 1.000e-03, eta: 2 days, 0:51:17, time: 2.021, data_time: 0.009, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8695, loss_cls: 1.2852, loss: 1.2852, grad_norm: 8.7137 2020-08-04 17:27:07,210 - mmaction - INFO - Epoch [76][3720/3757] lr: 1.000e-03, eta: 2 days, 0:50:37, time: 1.880, data_time: 0.002, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8656, loss_cls: 1.2630, loss: 1.2630, grad_norm: 8.4290 2020-08-04 17:27:44,998 - mmaction - INFO - Epoch [76][3740/3757] lr: 1.000e-03, eta: 2 days, 0:49:57, time: 1.889, data_time: 0.003, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8820, loss_cls: 1.2506, loss: 1.2506, grad_norm: 8.5968 2020-08-04 17:28:12,021 - mmaction - INFO - Saving checkpoint at 76 epochs 2020-08-04 17:29:12,295 - mmaction - INFO - Epoch [77][20/3757] lr: 1.000e-03, eta: 2 days, 0:48:35, time: 2.902, data_time: 1.182, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2582, loss: 1.2582, grad_norm: 8.4758 2020-08-04 17:29:53,778 - mmaction - INFO - Epoch [77][40/3757] lr: 1.000e-03, eta: 2 days, 0:47:57, time: 2.075, data_time: 0.008, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8516, loss_cls: 1.3379, loss: 1.3379, grad_norm: 8.6826 2020-08-04 17:30:31,906 - mmaction - INFO - Epoch [77][60/3757] lr: 1.000e-03, eta: 2 days, 0:47:18, time: 1.907, data_time: 0.002, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2645, loss: 1.2645, grad_norm: 8.6018 2020-08-04 17:31:10,199 - mmaction - INFO - Epoch [77][80/3757] lr: 1.000e-03, eta: 2 days, 0:46:38, time: 1.913, data_time: 0.009, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2287, loss: 1.2287, grad_norm: 8.5517 2020-08-04 17:31:47,871 - mmaction - INFO - Epoch [77][100/3757] lr: 1.000e-03, eta: 2 days, 0:45:58, time: 1.882, data_time: 0.004, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8648, loss_cls: 1.2825, loss: 1.2825, grad_norm: 8.3975 2020-08-04 17:32:27,868 - mmaction - INFO - Epoch [77][120/3757] lr: 1.000e-03, eta: 2 days, 0:45:20, time: 2.002, data_time: 0.007, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2988, loss: 1.2988, grad_norm: 8.7868 2020-08-04 17:33:06,488 - mmaction - INFO - Epoch [77][140/3757] lr: 1.000e-03, eta: 2 days, 0:44:41, time: 1.928, data_time: 0.008, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8781, loss_cls: 1.2293, loss: 1.2293, grad_norm: 8.8087 2020-08-04 17:33:49,146 - mmaction - INFO - Epoch [77][160/3757] lr: 1.000e-03, eta: 2 days, 0:44:05, time: 2.130, data_time: 0.087, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8516, loss_cls: 1.3795, loss: 1.3795, grad_norm: 8.7459 2020-08-04 17:34:25,102 - mmaction - INFO - Epoch [77][180/3757] lr: 1.000e-03, eta: 2 days, 0:43:23, time: 1.802, data_time: 0.085, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8672, loss_cls: 1.2809, loss: 1.2809, grad_norm: 8.4631 2020-08-04 17:35:03,197 - mmaction - INFO - Epoch [77][200/3757] lr: 1.000e-03, eta: 2 days, 0:42:44, time: 1.906, data_time: 0.173, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8688, loss_cls: 1.3103, loss: 1.3103, grad_norm: 8.8561 2020-08-04 17:35:41,208 - mmaction - INFO - Epoch [77][220/3757] lr: 1.000e-03, eta: 2 days, 0:42:04, time: 1.899, data_time: 0.053, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8797, loss_cls: 1.1917, loss: 1.1917, grad_norm: 8.2172 2020-08-04 17:36:21,368 - mmaction - INFO - Epoch [77][240/3757] lr: 1.000e-03, eta: 2 days, 0:41:26, time: 2.008, data_time: 0.299, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8586, loss_cls: 1.3449, loss: 1.3449, grad_norm: 9.0207 2020-08-04 17:37:02,148 - mmaction - INFO - Epoch [77][260/3757] lr: 1.000e-03, eta: 2 days, 0:40:48, time: 2.039, data_time: 0.013, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8867, loss_cls: 1.2014, loss: 1.2014, grad_norm: 8.7429 2020-08-04 17:37:40,842 - mmaction - INFO - Epoch [77][280/3757] lr: 1.000e-03, eta: 2 days, 0:40:09, time: 1.936, data_time: 0.004, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.2802, loss: 1.2802, grad_norm: 8.4133 2020-08-04 17:38:20,947 - mmaction - INFO - Epoch [77][300/3757] lr: 1.000e-03, eta: 2 days, 0:39:31, time: 1.999, data_time: 0.008, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.1885, loss: 1.1885, grad_norm: 8.3355 2020-08-04 17:38:58,188 - mmaction - INFO - Epoch [77][320/3757] lr: 1.000e-03, eta: 2 days, 0:38:51, time: 1.869, data_time: 0.009, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8727, loss_cls: 1.2492, loss: 1.2492, grad_norm: 8.4876 2020-08-04 17:39:39,262 - mmaction - INFO - Epoch [77][340/3757] lr: 1.000e-03, eta: 2 days, 0:38:13, time: 2.046, data_time: 0.007, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8578, loss_cls: 1.3158, loss: 1.3158, grad_norm: 8.6023 2020-08-04 17:40:18,987 - mmaction - INFO - Epoch [77][360/3757] lr: 1.000e-03, eta: 2 days, 0:37:35, time: 1.986, data_time: 0.010, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8773, loss_cls: 1.2227, loss: 1.2227, grad_norm: 8.3928 2020-08-04 17:40:59,138 - mmaction - INFO - Epoch [77][380/3757] lr: 1.000e-03, eta: 2 days, 0:36:57, time: 2.014, data_time: 0.010, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8617, loss_cls: 1.3063, loss: 1.3063, grad_norm: 8.9602 2020-08-04 17:41:39,151 - mmaction - INFO - Epoch [77][400/3757] lr: 1.000e-03, eta: 2 days, 0:36:18, time: 1.997, data_time: 0.006, memory: 5166, top1_acc: 0.6594, top5_acc: 0.8664, loss_cls: 1.4098, loss: 1.4098, grad_norm: 8.7758 2020-08-04 17:42:19,800 - mmaction - INFO - Epoch [77][420/3757] lr: 1.000e-03, eta: 2 days, 0:35:41, time: 2.030, data_time: 0.009, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8711, loss_cls: 1.2887, loss: 1.2887, grad_norm: 8.4389 2020-08-04 17:42:58,393 - mmaction - INFO - Epoch [77][440/3757] lr: 1.000e-03, eta: 2 days, 0:35:01, time: 1.925, data_time: 0.009, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8758, loss_cls: 1.2684, loss: 1.2684, grad_norm: 8.3075 2020-08-04 17:43:36,488 - mmaction - INFO - Epoch [77][460/3757] lr: 1.000e-03, eta: 2 days, 0:34:22, time: 1.912, data_time: 0.015, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8742, loss_cls: 1.3046, loss: 1.3046, grad_norm: 8.7416 2020-08-04 17:44:19,112 - mmaction - INFO - Epoch [77][480/3757] lr: 1.000e-03, eta: 2 days, 0:33:45, time: 2.130, data_time: 0.008, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8758, loss_cls: 1.2430, loss: 1.2430, grad_norm: 8.4514 2020-08-04 17:44:58,953 - mmaction - INFO - Epoch [77][500/3757] lr: 1.000e-03, eta: 2 days, 0:33:07, time: 1.997, data_time: 0.075, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8555, loss_cls: 1.2977, loss: 1.2977, grad_norm: 8.3730 2020-08-04 17:45:38,534 - mmaction - INFO - Epoch [77][520/3757] lr: 1.000e-03, eta: 2 days, 0:32:28, time: 1.975, data_time: 0.008, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3724, loss: 1.3724, grad_norm: 8.8179 2020-08-04 17:46:21,887 - mmaction - INFO - Epoch [77][540/3757] lr: 1.000e-03, eta: 2 days, 0:31:53, time: 2.170, data_time: 0.010, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8797, loss_cls: 1.2604, loss: 1.2604, grad_norm: 8.5939 2020-08-04 17:46:57,696 - mmaction - INFO - Epoch [77][560/3757] lr: 1.000e-03, eta: 2 days, 0:31:11, time: 1.789, data_time: 0.681, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.2016, loss: 1.2016, grad_norm: 8.2939 2020-08-04 17:47:38,140 - mmaction - INFO - Epoch [77][580/3757] lr: 1.000e-03, eta: 2 days, 0:30:33, time: 2.025, data_time: 1.162, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.3201, loss: 1.3201, grad_norm: 8.5657 2020-08-04 17:48:19,692 - mmaction - INFO - Epoch [77][600/3757] lr: 1.000e-03, eta: 2 days, 0:29:56, time: 2.077, data_time: 0.135, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8602, loss_cls: 1.3061, loss: 1.3061, grad_norm: 8.6705 2020-08-04 17:48:58,704 - mmaction - INFO - Epoch [77][620/3757] lr: 1.000e-03, eta: 2 days, 0:29:17, time: 1.952, data_time: 0.004, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8695, loss_cls: 1.2822, loss: 1.2822, grad_norm: 8.5348 2020-08-04 17:49:37,796 - mmaction - INFO - Epoch [77][640/3757] lr: 1.000e-03, eta: 2 days, 0:28:38, time: 1.950, data_time: 0.006, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8555, loss_cls: 1.3087, loss: 1.3087, grad_norm: 8.6531 2020-08-04 17:50:18,477 - mmaction - INFO - Epoch [77][660/3757] lr: 1.000e-03, eta: 2 days, 0:28:01, time: 2.035, data_time: 0.016, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2431, loss: 1.2431, grad_norm: 8.8625 2020-08-04 17:50:56,474 - mmaction - INFO - Epoch [77][680/3757] lr: 1.000e-03, eta: 2 days, 0:27:21, time: 1.903, data_time: 0.008, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8633, loss_cls: 1.2902, loss: 1.2902, grad_norm: 8.5941 2020-08-04 17:51:35,978 - mmaction - INFO - Epoch [77][700/3757] lr: 1.000e-03, eta: 2 days, 0:26:42, time: 1.975, data_time: 0.006, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2018, loss: 1.2018, grad_norm: 8.4737 2020-08-04 17:52:15,427 - mmaction - INFO - Epoch [77][720/3757] lr: 1.000e-03, eta: 2 days, 0:26:03, time: 1.963, data_time: 0.002, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.3131, loss: 1.3131, grad_norm: 8.7883 2020-08-04 17:52:57,628 - mmaction - INFO - Epoch [77][740/3757] lr: 1.000e-03, eta: 2 days, 0:25:27, time: 2.113, data_time: 0.038, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.2211, loss: 1.2211, grad_norm: 8.4924 2020-08-04 17:53:35,267 - mmaction - INFO - Epoch [77][760/3757] lr: 1.000e-03, eta: 2 days, 0:24:47, time: 1.881, data_time: 0.010, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8711, loss_cls: 1.2444, loss: 1.2444, grad_norm: 8.4265 2020-08-04 17:54:13,550 - mmaction - INFO - Epoch [77][780/3757] lr: 1.000e-03, eta: 2 days, 0:24:07, time: 1.922, data_time: 0.010, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8773, loss_cls: 1.2472, loss: 1.2472, grad_norm: 8.7611 2020-08-04 17:54:54,329 - mmaction - INFO - Epoch [77][800/3757] lr: 1.000e-03, eta: 2 days, 0:23:30, time: 2.033, data_time: 0.010, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.2976, loss: 1.2976, grad_norm: 8.8734 2020-08-04 17:55:32,455 - mmaction - INFO - Epoch [77][820/3757] lr: 1.000e-03, eta: 2 days, 0:22:50, time: 1.911, data_time: 0.009, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.2874, loss: 1.2874, grad_norm: 8.6563 2020-08-04 17:56:14,851 - mmaction - INFO - Epoch [77][840/3757] lr: 1.000e-03, eta: 2 days, 0:22:14, time: 2.115, data_time: 0.121, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8758, loss_cls: 1.2446, loss: 1.2446, grad_norm: 8.8279 2020-08-04 17:56:52,029 - mmaction - INFO - Epoch [77][860/3757] lr: 1.000e-03, eta: 2 days, 0:21:33, time: 1.864, data_time: 0.010, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8570, loss_cls: 1.3265, loss: 1.3265, grad_norm: 9.0480 2020-08-04 17:57:32,308 - mmaction - INFO - Epoch [77][880/3757] lr: 1.000e-03, eta: 2 days, 0:20:55, time: 2.015, data_time: 0.009, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8539, loss_cls: 1.3022, loss: 1.3022, grad_norm: 8.7719 2020-08-04 17:58:12,411 - mmaction - INFO - Epoch [77][900/3757] lr: 1.000e-03, eta: 2 days, 0:20:17, time: 2.004, data_time: 0.002, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2581, loss: 1.2581, grad_norm: 8.6166 2020-08-04 17:58:51,659 - mmaction - INFO - Epoch [77][920/3757] lr: 1.000e-03, eta: 2 days, 0:19:38, time: 1.963, data_time: 0.009, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2119, loss: 1.2119, grad_norm: 8.3546 2020-08-04 17:59:33,068 - mmaction - INFO - Epoch [77][940/3757] lr: 1.000e-03, eta: 2 days, 0:19:01, time: 2.069, data_time: 0.085, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8617, loss_cls: 1.2698, loss: 1.2698, grad_norm: 8.4184 2020-08-04 18:00:12,840 - mmaction - INFO - Epoch [77][960/3757] lr: 1.000e-03, eta: 2 days, 0:18:22, time: 1.966, data_time: 0.010, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2326, loss: 1.2326, grad_norm: 8.5805 2020-08-04 18:00:50,629 - mmaction - INFO - Epoch [77][980/3757] lr: 1.000e-03, eta: 2 days, 0:17:43, time: 1.912, data_time: 0.084, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8602, loss_cls: 1.2968, loss: 1.2968, grad_norm: 8.9108 2020-08-04 18:01:30,919 - mmaction - INFO - Epoch [77][1000/3757] lr: 1.000e-03, eta: 2 days, 0:17:05, time: 2.014, data_time: 0.011, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1879, loss: 1.1879, grad_norm: 8.3817 2020-08-04 18:02:10,481 - mmaction - INFO - Epoch [77][1020/3757] lr: 1.000e-03, eta: 2 days, 0:16:26, time: 1.976, data_time: 0.004, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2458, loss: 1.2458, grad_norm: 8.6174 2020-08-04 18:02:51,425 - mmaction - INFO - Epoch [77][1040/3757] lr: 1.000e-03, eta: 2 days, 0:15:49, time: 2.050, data_time: 0.008, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8445, loss_cls: 1.4070, loss: 1.4070, grad_norm: 8.8787 2020-08-04 18:03:35,293 - mmaction - INFO - Epoch [77][1060/3757] lr: 1.000e-03, eta: 2 days, 0:15:13, time: 2.190, data_time: 0.003, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.2473, loss: 1.2473, grad_norm: 8.0093 2020-08-04 18:04:11,434 - mmaction - INFO - Epoch [77][1080/3757] lr: 1.000e-03, eta: 2 days, 0:14:32, time: 1.811, data_time: 0.006, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8836, loss_cls: 1.2020, loss: 1.2020, grad_norm: 8.3399 2020-08-04 18:04:50,166 - mmaction - INFO - Epoch [77][1100/3757] lr: 1.000e-03, eta: 2 days, 0:13:53, time: 1.930, data_time: 0.024, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8664, loss_cls: 1.3631, loss: 1.3631, grad_norm: 9.1045 2020-08-04 18:05:29,142 - mmaction - INFO - Epoch [77][1120/3757] lr: 1.000e-03, eta: 2 days, 0:13:14, time: 1.948, data_time: 0.012, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8969, loss_cls: 1.1645, loss: 1.1645, grad_norm: 8.5070 2020-08-04 18:06:08,251 - mmaction - INFO - Epoch [77][1140/3757] lr: 1.000e-03, eta: 2 days, 0:12:35, time: 1.962, data_time: 0.296, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8680, loss_cls: 1.2270, loss: 1.2270, grad_norm: 8.3751 2020-08-04 18:06:47,331 - mmaction - INFO - Epoch [77][1160/3757] lr: 1.000e-03, eta: 2 days, 0:11:56, time: 1.953, data_time: 0.392, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8680, loss_cls: 1.2673, loss: 1.2673, grad_norm: 8.6500 2020-08-04 18:07:25,850 - mmaction - INFO - Epoch [77][1180/3757] lr: 1.000e-03, eta: 2 days, 0:11:17, time: 1.926, data_time: 0.136, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2557, loss: 1.2557, grad_norm: 8.6520 2020-08-04 18:08:06,893 - mmaction - INFO - Epoch [77][1200/3757] lr: 1.000e-03, eta: 2 days, 0:10:39, time: 2.046, data_time: 0.009, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.2603, loss: 1.2603, grad_norm: 8.6187 2020-08-04 18:08:45,856 - mmaction - INFO - Epoch [77][1220/3757] lr: 1.000e-03, eta: 2 days, 0:10:00, time: 1.956, data_time: 0.035, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8727, loss_cls: 1.2689, loss: 1.2689, grad_norm: 8.6525 2020-08-04 18:09:27,128 - mmaction - INFO - Epoch [77][1240/3757] lr: 1.000e-03, eta: 2 days, 0:09:23, time: 2.055, data_time: 0.006, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8773, loss_cls: 1.2211, loss: 1.2211, grad_norm: 8.5863 2020-08-04 18:10:08,079 - mmaction - INFO - Epoch [77][1260/3757] lr: 1.000e-03, eta: 2 days, 0:08:45, time: 2.054, data_time: 0.030, memory: 5166, top1_acc: 0.6508, top5_acc: 0.8586, loss_cls: 1.3761, loss: 1.3761, grad_norm: 8.9858 2020-08-04 18:10:46,025 - mmaction - INFO - Epoch [77][1280/3757] lr: 1.000e-03, eta: 2 days, 0:08:05, time: 1.898, data_time: 0.005, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8836, loss_cls: 1.2599, loss: 1.2599, grad_norm: 8.7148 2020-08-04 18:11:22,832 - mmaction - INFO - Epoch [77][1300/3757] lr: 1.000e-03, eta: 2 days, 0:07:25, time: 1.832, data_time: 0.157, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.2605, loss: 1.2605, grad_norm: 8.6550 2020-08-04 18:12:05,586 - mmaction - INFO - Epoch [77][1320/3757] lr: 1.000e-03, eta: 2 days, 0:06:49, time: 2.147, data_time: 0.783, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8617, loss_cls: 1.2755, loss: 1.2755, grad_norm: 8.7267 2020-08-04 18:12:40,700 - mmaction - INFO - Epoch [77][1340/3757] lr: 1.000e-03, eta: 2 days, 0:06:07, time: 1.751, data_time: 0.004, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8727, loss_cls: 1.2406, loss: 1.2406, grad_norm: 8.6334 2020-08-04 18:13:22,532 - mmaction - INFO - Epoch [77][1360/3757] lr: 1.000e-03, eta: 2 days, 0:05:30, time: 2.096, data_time: 0.108, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8844, loss_cls: 1.1864, loss: 1.1864, grad_norm: 8.7289 2020-08-04 18:14:03,485 - mmaction - INFO - Epoch [77][1380/3757] lr: 1.000e-03, eta: 2 days, 0:04:52, time: 2.040, data_time: 0.013, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8844, loss_cls: 1.2084, loss: 1.2084, grad_norm: 8.4498 2020-08-04 18:14:44,001 - mmaction - INFO - Epoch [77][1400/3757] lr: 1.000e-03, eta: 2 days, 0:04:14, time: 2.029, data_time: 0.011, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8664, loss_cls: 1.2827, loss: 1.2827, grad_norm: 8.6970 2020-08-04 18:15:20,081 - mmaction - INFO - Epoch [77][1420/3757] lr: 1.000e-03, eta: 2 days, 0:03:33, time: 1.802, data_time: 0.013, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8641, loss_cls: 1.3338, loss: 1.3338, grad_norm: 8.8046 2020-08-04 18:15:58,405 - mmaction - INFO - Epoch [77][1440/3757] lr: 1.000e-03, eta: 2 days, 0:02:54, time: 1.921, data_time: 0.011, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8773, loss_cls: 1.2517, loss: 1.2517, grad_norm: 8.5737 2020-08-04 18:16:37,825 - mmaction - INFO - Epoch [77][1460/3757] lr: 1.000e-03, eta: 2 days, 0:02:15, time: 1.972, data_time: 0.004, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.2270, loss: 1.2270, grad_norm: 8.5412 2020-08-04 18:17:20,043 - mmaction - INFO - Epoch [77][1480/3757] lr: 1.000e-03, eta: 2 days, 0:01:38, time: 2.103, data_time: 0.007, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.2578, loss: 1.2578, grad_norm: 8.5621 2020-08-04 18:17:56,895 - mmaction - INFO - Epoch [77][1500/3757] lr: 1.000e-03, eta: 2 days, 0:00:58, time: 1.849, data_time: 0.010, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2267, loss: 1.2267, grad_norm: 8.5859 2020-08-04 18:18:36,216 - mmaction - INFO - Epoch [77][1520/3757] lr: 1.000e-03, eta: 2 days, 0:00:19, time: 1.966, data_time: 0.008, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8734, loss_cls: 1.2416, loss: 1.2416, grad_norm: 8.7158 2020-08-04 18:19:16,690 - mmaction - INFO - Epoch [77][1540/3757] lr: 1.000e-03, eta: 1 day, 23:59:41, time: 2.022, data_time: 0.016, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8852, loss_cls: 1.2301, loss: 1.2301, grad_norm: 8.8891 2020-08-04 18:19:58,879 - mmaction - INFO - Epoch [77][1560/3757] lr: 1.000e-03, eta: 1 day, 23:59:04, time: 2.111, data_time: 0.006, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8688, loss_cls: 1.3099, loss: 1.3099, grad_norm: 9.0682 2020-08-04 18:20:36,684 - mmaction - INFO - Epoch [77][1580/3757] lr: 1.000e-03, eta: 1 day, 23:58:25, time: 1.886, data_time: 0.009, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8688, loss_cls: 1.2357, loss: 1.2357, grad_norm: 8.5839 2020-08-04 18:21:11,665 - mmaction - INFO - Epoch [77][1600/3757] lr: 1.000e-03, eta: 1 day, 23:57:43, time: 1.749, data_time: 0.093, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8727, loss_cls: 1.2722, loss: 1.2722, grad_norm: 8.5750 2020-08-04 18:21:51,597 - mmaction - INFO - Epoch [77][1620/3757] lr: 1.000e-03, eta: 1 day, 23:57:05, time: 2.001, data_time: 0.021, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8492, loss_cls: 1.3366, loss: 1.3366, grad_norm: 8.7287 2020-08-04 18:22:29,529 - mmaction - INFO - Epoch [77][1640/3757] lr: 1.000e-03, eta: 1 day, 23:56:25, time: 1.890, data_time: 0.016, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2759, loss: 1.2759, grad_norm: 8.7001 2020-08-04 18:23:08,668 - mmaction - INFO - Epoch [77][1660/3757] lr: 1.000e-03, eta: 1 day, 23:55:46, time: 1.964, data_time: 0.011, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2536, loss: 1.2536, grad_norm: 8.3899 2020-08-04 18:23:46,301 - mmaction - INFO - Epoch [77][1680/3757] lr: 1.000e-03, eta: 1 day, 23:55:06, time: 1.879, data_time: 0.004, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8695, loss_cls: 1.3166, loss: 1.3166, grad_norm: 8.7963 2020-08-04 18:24:24,512 - mmaction - INFO - Epoch [77][1700/3757] lr: 1.000e-03, eta: 1 day, 23:54:26, time: 1.914, data_time: 0.008, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2901, loss: 1.2901, grad_norm: 8.9033 2020-08-04 18:25:05,309 - mmaction - INFO - Epoch [77][1720/3757] lr: 1.000e-03, eta: 1 day, 23:53:49, time: 2.038, data_time: 0.006, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8875, loss_cls: 1.2033, loss: 1.2033, grad_norm: 8.6606 2020-08-04 18:25:43,926 - mmaction - INFO - Epoch [77][1740/3757] lr: 1.000e-03, eta: 1 day, 23:53:09, time: 1.933, data_time: 0.004, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8781, loss_cls: 1.2658, loss: 1.2658, grad_norm: 8.6653 2020-08-04 18:26:23,205 - mmaction - INFO - Epoch [77][1760/3757] lr: 1.000e-03, eta: 1 day, 23:52:31, time: 1.955, data_time: 0.009, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8734, loss_cls: 1.3093, loss: 1.3093, grad_norm: 8.7355 2020-08-04 18:27:04,102 - mmaction - INFO - Epoch [77][1780/3757] lr: 1.000e-03, eta: 1 day, 23:51:53, time: 2.054, data_time: 0.012, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8867, loss_cls: 1.2066, loss: 1.2066, grad_norm: 8.8006 2020-08-04 18:27:42,835 - mmaction - INFO - Epoch [77][1800/3757] lr: 1.000e-03, eta: 1 day, 23:51:14, time: 1.937, data_time: 0.029, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2473, loss: 1.2473, grad_norm: 8.4805 2020-08-04 18:28:23,966 - mmaction - INFO - Epoch [77][1820/3757] lr: 1.000e-03, eta: 1 day, 23:50:36, time: 2.047, data_time: 0.117, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8719, loss_cls: 1.3019, loss: 1.3019, grad_norm: 8.9518 2020-08-04 18:28:59,918 - mmaction - INFO - Epoch [77][1840/3757] lr: 1.000e-03, eta: 1 day, 23:49:55, time: 1.803, data_time: 0.273, memory: 5166, top1_acc: 0.6562, top5_acc: 0.8555, loss_cls: 1.3878, loss: 1.3878, grad_norm: 8.8207 2020-08-04 18:29:40,998 - mmaction - INFO - Epoch [77][1860/3757] lr: 1.000e-03, eta: 1 day, 23:49:18, time: 2.056, data_time: 0.020, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8703, loss_cls: 1.2702, loss: 1.2702, grad_norm: 8.3845 2020-08-04 18:30:22,444 - mmaction - INFO - Epoch [77][1880/3757] lr: 1.000e-03, eta: 1 day, 23:48:40, time: 2.074, data_time: 0.007, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8695, loss_cls: 1.2849, loss: 1.2849, grad_norm: 8.7839 2020-08-04 18:31:02,618 - mmaction - INFO - Epoch [77][1900/3757] lr: 1.000e-03, eta: 1 day, 23:48:02, time: 2.010, data_time: 0.003, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2996, loss: 1.2996, grad_norm: 8.9174 2020-08-04 18:31:43,634 - mmaction - INFO - Epoch [77][1920/3757] lr: 1.000e-03, eta: 1 day, 23:47:25, time: 2.043, data_time: 0.007, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8523, loss_cls: 1.3296, loss: 1.3296, grad_norm: 8.8930 2020-08-04 18:32:18,720 - mmaction - INFO - Epoch [77][1940/3757] lr: 1.000e-03, eta: 1 day, 23:46:43, time: 1.762, data_time: 0.010, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8750, loss_cls: 1.3193, loss: 1.3193, grad_norm: 8.8154 2020-08-04 18:32:57,918 - mmaction - INFO - Epoch [77][1960/3757] lr: 1.000e-03, eta: 1 day, 23:46:04, time: 1.954, data_time: 0.008, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.3246, loss: 1.3246, grad_norm: 8.8319 2020-08-04 18:33:37,372 - mmaction - INFO - Epoch [77][1980/3757] lr: 1.000e-03, eta: 1 day, 23:45:25, time: 1.979, data_time: 0.057, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8562, loss_cls: 1.3935, loss: 1.3935, grad_norm: 9.0643 2020-08-04 18:34:14,913 - mmaction - INFO - Epoch [77][2000/3757] lr: 1.000e-03, eta: 1 day, 23:44:45, time: 1.877, data_time: 0.222, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8656, loss_cls: 1.3522, loss: 1.3522, grad_norm: 8.8838 2020-08-04 18:34:55,230 - mmaction - INFO - Epoch [77][2020/3757] lr: 1.000e-03, eta: 1 day, 23:44:07, time: 2.012, data_time: 0.582, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.2209, loss: 1.2209, grad_norm: 8.5912 2020-08-04 18:35:37,554 - mmaction - INFO - Epoch [77][2040/3757] lr: 1.000e-03, eta: 1 day, 23:43:31, time: 2.118, data_time: 0.382, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.2639, loss: 1.2639, grad_norm: 8.5487 2020-08-04 18:36:14,742 - mmaction - INFO - Epoch [77][2060/3757] lr: 1.000e-03, eta: 1 day, 23:42:50, time: 1.852, data_time: 0.027, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.2117, loss: 1.2117, grad_norm: 8.4150 2020-08-04 18:36:54,356 - mmaction - INFO - Epoch [77][2080/3757] lr: 1.000e-03, eta: 1 day, 23:42:12, time: 1.989, data_time: 0.382, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8820, loss_cls: 1.2351, loss: 1.2351, grad_norm: 8.5285 2020-08-04 18:37:33,451 - mmaction - INFO - Epoch [77][2100/3757] lr: 1.000e-03, eta: 1 day, 23:41:33, time: 1.949, data_time: 0.985, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8750, loss_cls: 1.2975, loss: 1.2975, grad_norm: 8.9324 2020-08-04 18:38:14,376 - mmaction - INFO - Epoch [77][2120/3757] lr: 1.000e-03, eta: 1 day, 23:40:55, time: 2.051, data_time: 0.901, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8766, loss_cls: 1.2395, loss: 1.2395, grad_norm: 8.3125 2020-08-04 18:38:54,241 - mmaction - INFO - Epoch [77][2140/3757] lr: 1.000e-03, eta: 1 day, 23:40:17, time: 1.986, data_time: 0.816, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8805, loss_cls: 1.2378, loss: 1.2378, grad_norm: 8.6909 2020-08-04 18:39:32,934 - mmaction - INFO - Epoch [77][2160/3757] lr: 1.000e-03, eta: 1 day, 23:39:38, time: 1.943, data_time: 1.380, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8516, loss_cls: 1.3262, loss: 1.3262, grad_norm: 8.6094 2020-08-04 18:40:14,176 - mmaction - INFO - Epoch [77][2180/3757] lr: 1.000e-03, eta: 1 day, 23:39:00, time: 2.054, data_time: 1.244, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8719, loss_cls: 1.3139, loss: 1.3139, grad_norm: 8.7699 2020-08-04 18:40:54,306 - mmaction - INFO - Epoch [77][2200/3757] lr: 1.000e-03, eta: 1 day, 23:38:22, time: 2.013, data_time: 1.186, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8695, loss_cls: 1.2438, loss: 1.2438, grad_norm: 8.7344 2020-08-04 18:41:30,808 - mmaction - INFO - Epoch [77][2220/3757] lr: 1.000e-03, eta: 1 day, 23:37:41, time: 1.822, data_time: 0.568, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8641, loss_cls: 1.3697, loss: 1.3697, grad_norm: 9.0520 2020-08-04 18:42:10,454 - mmaction - INFO - Epoch [77][2240/3757] lr: 1.000e-03, eta: 1 day, 23:37:03, time: 1.987, data_time: 0.532, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8562, loss_cls: 1.3673, loss: 1.3673, grad_norm: 8.6719 2020-08-04 18:42:50,197 - mmaction - INFO - Epoch [77][2260/3757] lr: 1.000e-03, eta: 1 day, 23:36:24, time: 1.987, data_time: 0.004, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.2313, loss: 1.2313, grad_norm: 8.3683 2020-08-04 18:43:29,024 - mmaction - INFO - Epoch [77][2280/3757] lr: 1.000e-03, eta: 1 day, 23:35:45, time: 1.941, data_time: 0.102, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8750, loss_cls: 1.2951, loss: 1.2951, grad_norm: 8.8221 2020-08-04 18:44:13,296 - mmaction - INFO - Epoch [77][2300/3757] lr: 1.000e-03, eta: 1 day, 23:35:10, time: 2.213, data_time: 1.433, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.3823, loss: 1.3823, grad_norm: 8.9109 2020-08-04 18:44:52,530 - mmaction - INFO - Epoch [77][2320/3757] lr: 1.000e-03, eta: 1 day, 23:34:31, time: 1.960, data_time: 1.386, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8719, loss_cls: 1.2671, loss: 1.2671, grad_norm: 8.6103 2020-08-04 18:45:26,922 - mmaction - INFO - Epoch [77][2340/3757] lr: 1.000e-03, eta: 1 day, 23:33:49, time: 1.721, data_time: 1.107, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8680, loss_cls: 1.3055, loss: 1.3055, grad_norm: 9.0988 2020-08-04 18:46:07,880 - mmaction - INFO - Epoch [77][2360/3757] lr: 1.000e-03, eta: 1 day, 23:33:11, time: 2.040, data_time: 1.321, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3980, loss: 1.3980, grad_norm: 8.9382 2020-08-04 18:46:45,673 - mmaction - INFO - Epoch [77][2380/3757] lr: 1.000e-03, eta: 1 day, 23:32:32, time: 1.899, data_time: 0.370, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8688, loss_cls: 1.2370, loss: 1.2370, grad_norm: 8.3147 2020-08-04 18:47:28,425 - mmaction - INFO - Epoch [77][2400/3757] lr: 1.000e-03, eta: 1 day, 23:31:55, time: 2.136, data_time: 0.008, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8516, loss_cls: 1.3995, loss: 1.3995, grad_norm: 8.9896 2020-08-04 18:48:07,551 - mmaction - INFO - Epoch [77][2420/3757] lr: 1.000e-03, eta: 1 day, 23:31:16, time: 1.959, data_time: 0.007, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.2802, loss: 1.2802, grad_norm: 8.8500 2020-08-04 18:48:44,099 - mmaction - INFO - Epoch [77][2440/3757] lr: 1.000e-03, eta: 1 day, 23:30:36, time: 1.825, data_time: 0.028, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2515, loss: 1.2515, grad_norm: 8.4307 2020-08-04 18:49:21,857 - mmaction - INFO - Epoch [77][2460/3757] lr: 1.000e-03, eta: 1 day, 23:29:56, time: 1.882, data_time: 0.005, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8766, loss_cls: 1.2735, loss: 1.2735, grad_norm: 8.5704 2020-08-04 18:50:00,868 - mmaction - INFO - Epoch [77][2480/3757] lr: 1.000e-03, eta: 1 day, 23:29:17, time: 1.959, data_time: 0.176, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8672, loss_cls: 1.2480, loss: 1.2480, grad_norm: 8.3662 2020-08-04 18:50:41,336 - mmaction - INFO - Epoch [77][2500/3757] lr: 1.000e-03, eta: 1 day, 23:28:39, time: 2.018, data_time: 0.059, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2281, loss: 1.2281, grad_norm: 8.5415 2020-08-04 18:51:23,960 - mmaction - INFO - Epoch [77][2520/3757] lr: 1.000e-03, eta: 1 day, 23:28:02, time: 2.131, data_time: 0.042, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8547, loss_cls: 1.3283, loss: 1.3283, grad_norm: 8.8606 2020-08-04 18:52:03,827 - mmaction - INFO - Epoch [77][2540/3757] lr: 1.000e-03, eta: 1 day, 23:27:24, time: 1.999, data_time: 0.029, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8758, loss_cls: 1.2659, loss: 1.2659, grad_norm: 8.8092 2020-08-04 18:52:41,449 - mmaction - INFO - Epoch [77][2560/3757] lr: 1.000e-03, eta: 1 day, 23:26:44, time: 1.880, data_time: 0.002, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8633, loss_cls: 1.2878, loss: 1.2878, grad_norm: 8.5774 2020-08-04 18:53:19,527 - mmaction - INFO - Epoch [77][2580/3757] lr: 1.000e-03, eta: 1 day, 23:26:04, time: 1.904, data_time: 0.004, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8711, loss_cls: 1.2813, loss: 1.2813, grad_norm: 8.5219 2020-08-04 18:54:00,421 - mmaction - INFO - Epoch [77][2600/3757] lr: 1.000e-03, eta: 1 day, 23:25:27, time: 2.042, data_time: 0.021, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.3413, loss: 1.3413, grad_norm: 8.7307 2020-08-04 18:54:41,291 - mmaction - INFO - Epoch [77][2620/3757] lr: 1.000e-03, eta: 1 day, 23:24:49, time: 2.038, data_time: 0.011, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8602, loss_cls: 1.3167, loss: 1.3167, grad_norm: 8.4998 2020-08-04 18:55:21,481 - mmaction - INFO - Epoch [77][2640/3757] lr: 1.000e-03, eta: 1 day, 23:24:11, time: 2.009, data_time: 0.012, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8547, loss_cls: 1.3506, loss: 1.3506, grad_norm: 8.7555 2020-08-04 18:55:54,242 - mmaction - INFO - Epoch [77][2660/3757] lr: 1.000e-03, eta: 1 day, 23:23:28, time: 1.647, data_time: 0.013, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8883, loss_cls: 1.1825, loss: 1.1825, grad_norm: 8.3401 2020-08-04 18:56:32,269 - mmaction - INFO - Epoch [77][2680/3757] lr: 1.000e-03, eta: 1 day, 23:22:48, time: 1.898, data_time: 0.008, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8711, loss_cls: 1.2946, loss: 1.2946, grad_norm: 8.6470 2020-08-04 18:57:11,520 - mmaction - INFO - Epoch [77][2700/3757] lr: 1.000e-03, eta: 1 day, 23:22:09, time: 1.965, data_time: 0.006, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8742, loss_cls: 1.2590, loss: 1.2590, grad_norm: 8.4528 2020-08-04 18:57:51,681 - mmaction - INFO - Epoch [77][2720/3757] lr: 1.000e-03, eta: 1 day, 23:21:31, time: 2.008, data_time: 0.009, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8859, loss_cls: 1.2222, loss: 1.2222, grad_norm: 8.5020 2020-08-04 18:58:29,071 - mmaction - INFO - Epoch [77][2740/3757] lr: 1.000e-03, eta: 1 day, 23:20:51, time: 1.869, data_time: 0.004, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8695, loss_cls: 1.2973, loss: 1.2973, grad_norm: 8.5996 2020-08-04 18:59:12,115 - mmaction - INFO - Epoch [77][2760/3757] lr: 1.000e-03, eta: 1 day, 23:20:14, time: 2.148, data_time: 0.010, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8773, loss_cls: 1.2398, loss: 1.2398, grad_norm: 8.6884 2020-08-04 18:59:51,357 - mmaction - INFO - Epoch [77][2780/3757] lr: 1.000e-03, eta: 1 day, 23:19:36, time: 1.968, data_time: 0.009, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8539, loss_cls: 1.2899, loss: 1.2899, grad_norm: 8.4494 2020-08-04 19:00:29,072 - mmaction - INFO - Epoch [77][2800/3757] lr: 1.000e-03, eta: 1 day, 23:18:56, time: 1.875, data_time: 0.236, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8664, loss_cls: 1.3404, loss: 1.3404, grad_norm: 8.8594 2020-08-04 19:01:11,961 - mmaction - INFO - Epoch [77][2820/3757] lr: 1.000e-03, eta: 1 day, 23:18:19, time: 2.148, data_time: 0.323, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8820, loss_cls: 1.1685, loss: 1.1685, grad_norm: 8.0851 2020-08-04 19:01:50,416 - mmaction - INFO - Epoch [77][2840/3757] lr: 1.000e-03, eta: 1 day, 23:17:40, time: 1.919, data_time: 0.837, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2660, loss: 1.2660, grad_norm: 8.5282 2020-08-04 19:02:29,352 - mmaction - INFO - Epoch [77][2860/3757] lr: 1.000e-03, eta: 1 day, 23:17:01, time: 1.953, data_time: 1.381, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8508, loss_cls: 1.3573, loss: 1.3573, grad_norm: 8.7715 2020-08-04 19:03:07,833 - mmaction - INFO - Epoch [77][2880/3757] lr: 1.000e-03, eta: 1 day, 23:16:22, time: 1.926, data_time: 1.333, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8695, loss_cls: 1.2761, loss: 1.2761, grad_norm: 8.7383 2020-08-04 19:03:46,135 - mmaction - INFO - Epoch [77][2900/3757] lr: 1.000e-03, eta: 1 day, 23:15:42, time: 1.910, data_time: 1.172, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8781, loss_cls: 1.2387, loss: 1.2387, grad_norm: 8.8135 2020-08-04 19:04:25,035 - mmaction - INFO - Epoch [77][2920/3757] lr: 1.000e-03, eta: 1 day, 23:15:03, time: 1.952, data_time: 1.031, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3085, loss: 1.3085, grad_norm: 8.8193 2020-08-04 19:05:04,738 - mmaction - INFO - Epoch [77][2940/3757] lr: 1.000e-03, eta: 1 day, 23:14:25, time: 1.979, data_time: 0.700, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8617, loss_cls: 1.2870, loss: 1.2870, grad_norm: 8.5675 2020-08-04 19:05:44,785 - mmaction - INFO - Epoch [77][2960/3757] lr: 1.000e-03, eta: 1 day, 23:13:46, time: 2.002, data_time: 0.524, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8695, loss_cls: 1.2410, loss: 1.2410, grad_norm: 8.4257 2020-08-04 19:06:24,555 - mmaction - INFO - Epoch [77][2980/3757] lr: 1.000e-03, eta: 1 day, 23:13:08, time: 1.994, data_time: 0.236, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8719, loss_cls: 1.2131, loss: 1.2131, grad_norm: 8.5417 2020-08-04 19:07:03,457 - mmaction - INFO - Epoch [77][3000/3757] lr: 1.000e-03, eta: 1 day, 23:12:29, time: 1.945, data_time: 0.174, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3539, loss: 1.3539, grad_norm: 8.9740 2020-08-04 19:07:44,272 - mmaction - INFO - Epoch [77][3020/3757] lr: 1.000e-03, eta: 1 day, 23:11:51, time: 2.037, data_time: 0.950, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.3354, loss: 1.3354, grad_norm: 8.6301 2020-08-04 19:08:22,134 - mmaction - INFO - Epoch [77][3040/3757] lr: 1.000e-03, eta: 1 day, 23:11:11, time: 1.897, data_time: 0.146, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3462, loss: 1.3462, grad_norm: 9.0763 2020-08-04 19:09:03,622 - mmaction - INFO - Epoch [77][3060/3757] lr: 1.000e-03, eta: 1 day, 23:10:34, time: 2.072, data_time: 0.838, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2816, loss: 1.2816, grad_norm: 8.7379 2020-08-04 19:09:39,326 - mmaction - INFO - Epoch [77][3080/3757] lr: 1.000e-03, eta: 1 day, 23:09:53, time: 1.787, data_time: 1.089, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8711, loss_cls: 1.3028, loss: 1.3028, grad_norm: 8.9189 2020-08-04 19:10:17,949 - mmaction - INFO - Epoch [77][3100/3757] lr: 1.000e-03, eta: 1 day, 23:09:14, time: 1.924, data_time: 0.440, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8727, loss_cls: 1.2791, loss: 1.2791, grad_norm: 8.5998 2020-08-04 19:10:57,636 - mmaction - INFO - Epoch [77][3120/3757] lr: 1.000e-03, eta: 1 day, 23:08:35, time: 1.994, data_time: 0.012, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8641, loss_cls: 1.2835, loss: 1.2835, grad_norm: 8.7338 2020-08-04 19:11:34,669 - mmaction - INFO - Epoch [77][3140/3757] lr: 1.000e-03, eta: 1 day, 23:07:55, time: 1.848, data_time: 0.006, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2483, loss: 1.2483, grad_norm: 8.7405 2020-08-04 19:12:14,061 - mmaction - INFO - Epoch [77][3160/3757] lr: 1.000e-03, eta: 1 day, 23:07:16, time: 1.972, data_time: 0.099, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8875, loss_cls: 1.1769, loss: 1.1769, grad_norm: 8.1807 2020-08-04 19:12:54,013 - mmaction - INFO - Epoch [77][3180/3757] lr: 1.000e-03, eta: 1 day, 23:06:38, time: 1.997, data_time: 0.056, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3781, loss: 1.3781, grad_norm: 8.9940 2020-08-04 19:13:34,201 - mmaction - INFO - Epoch [77][3200/3757] lr: 1.000e-03, eta: 1 day, 23:06:00, time: 2.003, data_time: 0.009, memory: 5166, top1_acc: 0.6398, top5_acc: 0.8547, loss_cls: 1.3773, loss: 1.3773, grad_norm: 9.4052 2020-08-04 19:14:13,957 - mmaction - INFO - Epoch [77][3220/3757] lr: 1.000e-03, eta: 1 day, 23:05:21, time: 1.995, data_time: 0.010, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8578, loss_cls: 1.3257, loss: 1.3257, grad_norm: 8.7587 2020-08-04 19:14:57,421 - mmaction - INFO - Epoch [77][3240/3757] lr: 1.000e-03, eta: 1 day, 23:04:45, time: 2.169, data_time: 0.002, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8711, loss_cls: 1.2487, loss: 1.2487, grad_norm: 8.5852 2020-08-04 19:15:33,114 - mmaction - INFO - Epoch [77][3260/3757] lr: 1.000e-03, eta: 1 day, 23:04:04, time: 1.784, data_time: 0.011, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8508, loss_cls: 1.3457, loss: 1.3457, grad_norm: 8.9101 2020-08-04 19:16:15,001 - mmaction - INFO - Epoch [77][3280/3757] lr: 1.000e-03, eta: 1 day, 23:03:27, time: 2.095, data_time: 0.203, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8570, loss_cls: 1.3249, loss: 1.3249, grad_norm: 8.5232 2020-08-04 19:16:54,800 - mmaction - INFO - Epoch [77][3300/3757] lr: 1.000e-03, eta: 1 day, 23:02:48, time: 1.993, data_time: 0.011, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8812, loss_cls: 1.2409, loss: 1.2409, grad_norm: 8.8035 2020-08-04 19:17:32,908 - mmaction - INFO - Epoch [77][3320/3757] lr: 1.000e-03, eta: 1 day, 23:02:09, time: 1.899, data_time: 0.026, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3342, loss: 1.3342, grad_norm: 8.8744 2020-08-04 19:18:10,568 - mmaction - INFO - Epoch [77][3340/3757] lr: 1.000e-03, eta: 1 day, 23:01:29, time: 1.888, data_time: 0.087, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8742, loss_cls: 1.2670, loss: 1.2670, grad_norm: 8.7871 2020-08-04 19:18:50,562 - mmaction - INFO - Epoch [77][3360/3757] lr: 1.000e-03, eta: 1 day, 23:00:51, time: 1.992, data_time: 0.010, memory: 5166, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4144, loss: 1.4144, grad_norm: 9.1308 2020-08-04 19:19:29,643 - mmaction - INFO - Epoch [77][3380/3757] lr: 1.000e-03, eta: 1 day, 23:00:12, time: 1.962, data_time: 0.106, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8672, loss_cls: 1.3270, loss: 1.3270, grad_norm: 9.0186 2020-08-04 19:20:10,059 - mmaction - INFO - Epoch [77][3400/3757] lr: 1.000e-03, eta: 1 day, 22:59:34, time: 2.020, data_time: 0.007, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8711, loss_cls: 1.2613, loss: 1.2613, grad_norm: 8.9007 2020-08-04 19:20:51,610 - mmaction - INFO - Epoch [77][3420/3757] lr: 1.000e-03, eta: 1 day, 22:58:56, time: 2.078, data_time: 0.003, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8609, loss_cls: 1.3282, loss: 1.3282, grad_norm: 8.6917 2020-08-04 19:21:28,074 - mmaction - INFO - Epoch [77][3440/3757] lr: 1.000e-03, eta: 1 day, 22:58:16, time: 1.822, data_time: 0.007, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8695, loss_cls: 1.2962, loss: 1.2962, grad_norm: 8.9550 2020-08-04 19:22:10,399 - mmaction - INFO - Epoch [77][3460/3757] lr: 1.000e-03, eta: 1 day, 22:57:39, time: 2.111, data_time: 0.008, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8688, loss_cls: 1.3255, loss: 1.3255, grad_norm: 9.1278 2020-08-04 19:22:46,894 - mmaction - INFO - Epoch [77][3480/3757] lr: 1.000e-03, eta: 1 day, 22:56:58, time: 1.831, data_time: 0.010, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8773, loss_cls: 1.2672, loss: 1.2672, grad_norm: 8.9126 2020-08-04 19:23:24,296 - mmaction - INFO - Epoch [77][3500/3757] lr: 1.000e-03, eta: 1 day, 22:56:18, time: 1.869, data_time: 0.100, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8734, loss_cls: 1.2960, loss: 1.2960, grad_norm: 8.8069 2020-08-04 19:24:07,897 - mmaction - INFO - Epoch [77][3520/3757] lr: 1.000e-03, eta: 1 day, 22:55:42, time: 2.177, data_time: 0.492, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8641, loss_cls: 1.3836, loss: 1.3836, grad_norm: 9.0919 2020-08-04 19:24:49,960 - mmaction - INFO - Epoch [77][3540/3757] lr: 1.000e-03, eta: 1 day, 22:55:05, time: 2.098, data_time: 0.067, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8648, loss_cls: 1.3537, loss: 1.3537, grad_norm: 8.8777 2020-08-04 19:25:27,848 - mmaction - INFO - Epoch [77][3560/3757] lr: 1.000e-03, eta: 1 day, 22:54:26, time: 1.899, data_time: 0.011, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8695, loss_cls: 1.2593, loss: 1.2593, grad_norm: 8.7766 2020-08-04 19:26:06,065 - mmaction - INFO - Epoch [77][3580/3757] lr: 1.000e-03, eta: 1 day, 22:53:46, time: 1.916, data_time: 0.014, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3427, loss: 1.3427, grad_norm: 9.1618 2020-08-04 19:26:44,576 - mmaction - INFO - Epoch [77][3600/3757] lr: 1.000e-03, eta: 1 day, 22:53:07, time: 1.915, data_time: 0.048, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8688, loss_cls: 1.2333, loss: 1.2333, grad_norm: 8.5307 2020-08-04 19:27:21,633 - mmaction - INFO - Epoch [77][3620/3757] lr: 1.000e-03, eta: 1 day, 22:52:27, time: 1.862, data_time: 0.479, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8742, loss_cls: 1.3036, loss: 1.3036, grad_norm: 8.8364 2020-08-04 19:27:59,814 - mmaction - INFO - Epoch [77][3640/3757] lr: 1.000e-03, eta: 1 day, 22:51:47, time: 1.906, data_time: 0.045, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.3147, loss: 1.3147, grad_norm: 8.6470 2020-08-04 19:28:39,805 - mmaction - INFO - Epoch [77][3660/3757] lr: 1.000e-03, eta: 1 day, 22:51:09, time: 2.000, data_time: 0.009, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8812, loss_cls: 1.2564, loss: 1.2564, grad_norm: 8.7432 2020-08-04 19:29:17,281 - mmaction - INFO - Epoch [77][3680/3757] lr: 1.000e-03, eta: 1 day, 22:50:29, time: 1.871, data_time: 0.012, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8742, loss_cls: 1.2576, loss: 1.2576, grad_norm: 8.3953 2020-08-04 19:29:57,656 - mmaction - INFO - Epoch [77][3700/3757] lr: 1.000e-03, eta: 1 day, 22:49:51, time: 2.023, data_time: 0.010, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8422, loss_cls: 1.3548, loss: 1.3548, grad_norm: 8.5764 2020-08-04 19:30:39,834 - mmaction - INFO - Epoch [77][3720/3757] lr: 1.000e-03, eta: 1 day, 22:49:14, time: 2.108, data_time: 0.011, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8664, loss_cls: 1.3291, loss: 1.3291, grad_norm: 8.9540 2020-08-04 19:31:19,473 - mmaction - INFO - Epoch [77][3740/3757] lr: 1.000e-03, eta: 1 day, 22:48:35, time: 1.985, data_time: 0.010, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3408, loss: 1.3408, grad_norm: 8.9039 2020-08-04 19:31:46,058 - mmaction - INFO - Saving checkpoint at 77 epochs 2020-08-04 19:32:40,904 - mmaction - INFO - Epoch [78][20/3757] lr: 1.000e-03, eta: 1 day, 22:47:10, time: 2.675, data_time: 2.026, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8820, loss_cls: 1.2289, loss: 1.2289, grad_norm: 8.7802 2020-08-04 19:33:21,436 - mmaction - INFO - Epoch [78][40/3757] lr: 1.000e-03, eta: 1 day, 22:46:33, time: 2.030, data_time: 1.435, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.1885, loss: 1.1885, grad_norm: 8.3386 2020-08-04 19:34:01,045 - mmaction - INFO - Epoch [78][60/3757] lr: 1.000e-03, eta: 1 day, 22:45:54, time: 1.974, data_time: 0.670, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.3064, loss: 1.3064, grad_norm: 8.7520 2020-08-04 19:34:44,045 - mmaction - INFO - Epoch [78][80/3757] lr: 1.000e-03, eta: 1 day, 22:45:18, time: 2.156, data_time: 0.735, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8883, loss_cls: 1.1913, loss: 1.1913, grad_norm: 8.8052 2020-08-04 19:35:20,560 - mmaction - INFO - Epoch [78][100/3757] lr: 1.000e-03, eta: 1 day, 22:44:37, time: 1.822, data_time: 0.013, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8703, loss_cls: 1.2735, loss: 1.2735, grad_norm: 8.6052 2020-08-04 19:36:02,267 - mmaction - INFO - Epoch [78][120/3757] lr: 1.000e-03, eta: 1 day, 22:44:00, time: 2.090, data_time: 0.012, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.2918, loss: 1.2918, grad_norm: 8.6364 2020-08-04 19:36:39,220 - mmaction - INFO - Epoch [78][140/3757] lr: 1.000e-03, eta: 1 day, 22:43:19, time: 1.845, data_time: 0.003, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8719, loss_cls: 1.2863, loss: 1.2863, grad_norm: 8.8912 2020-08-04 19:37:21,078 - mmaction - INFO - Epoch [78][160/3757] lr: 1.000e-03, eta: 1 day, 22:42:42, time: 2.087, data_time: 0.146, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.2108, loss: 1.2108, grad_norm: 8.5600 2020-08-04 19:38:00,767 - mmaction - INFO - Epoch [78][180/3757] lr: 1.000e-03, eta: 1 day, 22:42:04, time: 1.991, data_time: 0.012, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.3470, loss: 1.3470, grad_norm: 8.8312 2020-08-04 19:38:39,998 - mmaction - INFO - Epoch [78][200/3757] lr: 1.000e-03, eta: 1 day, 22:41:25, time: 1.961, data_time: 0.009, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8703, loss_cls: 1.2850, loss: 1.2850, grad_norm: 8.8392 2020-08-04 19:39:18,516 - mmaction - INFO - Epoch [78][220/3757] lr: 1.000e-03, eta: 1 day, 22:40:46, time: 1.928, data_time: 0.010, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8578, loss_cls: 1.2844, loss: 1.2844, grad_norm: 8.4704 2020-08-04 19:39:55,639 - mmaction - INFO - Epoch [78][240/3757] lr: 1.000e-03, eta: 1 day, 22:40:05, time: 1.856, data_time: 0.002, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2761, loss: 1.2761, grad_norm: 8.7245 2020-08-04 19:40:34,727 - mmaction - INFO - Epoch [78][260/3757] lr: 1.000e-03, eta: 1 day, 22:39:27, time: 1.954, data_time: 0.003, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.1707, loss: 1.1707, grad_norm: 8.2907 2020-08-04 19:41:17,990 - mmaction - INFO - Epoch [78][280/3757] lr: 1.000e-03, eta: 1 day, 22:38:50, time: 2.153, data_time: 0.009, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8633, loss_cls: 1.3547, loss: 1.3547, grad_norm: 9.1335 2020-08-04 19:41:58,595 - mmaction - INFO - Epoch [78][300/3757] lr: 1.000e-03, eta: 1 day, 22:38:12, time: 2.035, data_time: 0.013, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.2592, loss: 1.2592, grad_norm: 8.4940 2020-08-04 19:42:36,463 - mmaction - INFO - Epoch [78][320/3757] lr: 1.000e-03, eta: 1 day, 22:37:33, time: 1.899, data_time: 0.011, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8766, loss_cls: 1.2508, loss: 1.2508, grad_norm: 8.4713 2020-08-04 19:43:14,644 - mmaction - INFO - Epoch [78][340/3757] lr: 1.000e-03, eta: 1 day, 22:36:53, time: 1.909, data_time: 0.008, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8836, loss_cls: 1.2054, loss: 1.2054, grad_norm: 8.3931 2020-08-04 19:43:55,375 - mmaction - INFO - Epoch [78][360/3757] lr: 1.000e-03, eta: 1 day, 22:36:15, time: 2.037, data_time: 0.002, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1749, loss: 1.1749, grad_norm: 8.3585 2020-08-04 19:44:33,117 - mmaction - INFO - Epoch [78][380/3757] lr: 1.000e-03, eta: 1 day, 22:35:35, time: 1.880, data_time: 0.009, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.2627, loss: 1.2627, grad_norm: 8.7423 2020-08-04 19:45:13,002 - mmaction - INFO - Epoch [78][400/3757] lr: 1.000e-03, eta: 1 day, 22:34:57, time: 1.996, data_time: 0.010, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8742, loss_cls: 1.2486, loss: 1.2486, grad_norm: 8.4963 2020-08-04 19:45:51,762 - mmaction - INFO - Epoch [78][420/3757] lr: 1.000e-03, eta: 1 day, 22:34:18, time: 1.942, data_time: 0.009, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2613, loss: 1.2613, grad_norm: 8.7837 2020-08-04 19:46:32,721 - mmaction - INFO - Epoch [78][440/3757] lr: 1.000e-03, eta: 1 day, 22:33:40, time: 2.049, data_time: 0.015, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8742, loss_cls: 1.2709, loss: 1.2709, grad_norm: 9.0295 2020-08-04 19:47:12,921 - mmaction - INFO - Epoch [78][460/3757] lr: 1.000e-03, eta: 1 day, 22:33:02, time: 2.008, data_time: 0.010, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2099, loss: 1.2099, grad_norm: 8.6237 2020-08-04 19:47:48,500 - mmaction - INFO - Epoch [78][480/3757] lr: 1.000e-03, eta: 1 day, 22:32:21, time: 1.782, data_time: 0.009, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8812, loss_cls: 1.2494, loss: 1.2494, grad_norm: 8.6944 2020-08-04 19:48:27,385 - mmaction - INFO - Epoch [78][500/3757] lr: 1.000e-03, eta: 1 day, 22:31:42, time: 1.936, data_time: 0.007, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.2709, loss: 1.2709, grad_norm: 8.6181 2020-08-04 19:49:08,389 - mmaction - INFO - Epoch [78][520/3757] lr: 1.000e-03, eta: 1 day, 22:31:04, time: 2.059, data_time: 0.011, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.3399, loss: 1.3399, grad_norm: 8.8821 2020-08-04 19:49:49,321 - mmaction - INFO - Epoch [78][540/3757] lr: 1.000e-03, eta: 1 day, 22:30:26, time: 2.037, data_time: 0.008, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3599, loss: 1.3599, grad_norm: 9.4232 2020-08-04 19:50:28,009 - mmaction - INFO - Epoch [78][560/3757] lr: 1.000e-03, eta: 1 day, 22:29:47, time: 1.937, data_time: 0.012, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8461, loss_cls: 1.3880, loss: 1.3880, grad_norm: 8.7342 2020-08-04 19:51:09,148 - mmaction - INFO - Epoch [78][580/3757] lr: 1.000e-03, eta: 1 day, 22:29:10, time: 2.062, data_time: 0.091, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.3122, loss: 1.3122, grad_norm: 8.8653 2020-08-04 19:51:50,424 - mmaction - INFO - Epoch [78][600/3757] lr: 1.000e-03, eta: 1 day, 22:28:32, time: 2.063, data_time: 0.011, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8766, loss_cls: 1.2588, loss: 1.2588, grad_norm: 8.8040 2020-08-04 19:52:26,046 - mmaction - INFO - Epoch [78][620/3757] lr: 1.000e-03, eta: 1 day, 22:27:51, time: 1.783, data_time: 0.010, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8844, loss_cls: 1.2339, loss: 1.2339, grad_norm: 8.4504 2020-08-04 19:53:09,472 - mmaction - INFO - Epoch [78][640/3757] lr: 1.000e-03, eta: 1 day, 22:27:15, time: 2.170, data_time: 0.029, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8672, loss_cls: 1.2491, loss: 1.2491, grad_norm: 8.7517 2020-08-04 19:53:50,580 - mmaction - INFO - Epoch [78][660/3757] lr: 1.000e-03, eta: 1 day, 22:26:37, time: 2.054, data_time: 0.007, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8695, loss_cls: 1.2717, loss: 1.2717, grad_norm: 8.8061 2020-08-04 19:54:28,421 - mmaction - INFO - Epoch [78][680/3757] lr: 1.000e-03, eta: 1 day, 22:25:58, time: 1.897, data_time: 0.100, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.2606, loss: 1.2606, grad_norm: 8.6397 2020-08-04 19:55:06,365 - mmaction - INFO - Epoch [78][700/3757] lr: 1.000e-03, eta: 1 day, 22:25:18, time: 1.895, data_time: 0.037, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.2812, loss: 1.2812, grad_norm: 8.9627 2020-08-04 19:55:46,669 - mmaction - INFO - Epoch [78][720/3757] lr: 1.000e-03, eta: 1 day, 22:24:40, time: 2.017, data_time: 0.388, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8586, loss_cls: 1.3051, loss: 1.3051, grad_norm: 8.7803 2020-08-04 19:56:24,722 - mmaction - INFO - Epoch [78][740/3757] lr: 1.000e-03, eta: 1 day, 22:24:00, time: 1.896, data_time: 0.150, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3243, loss: 1.3243, grad_norm: 8.7036 2020-08-04 19:57:03,879 - mmaction - INFO - Epoch [78][760/3757] lr: 1.000e-03, eta: 1 day, 22:23:21, time: 1.964, data_time: 0.010, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8914, loss_cls: 1.2161, loss: 1.2161, grad_norm: 8.6336 2020-08-04 19:57:42,385 - mmaction - INFO - Epoch [78][780/3757] lr: 1.000e-03, eta: 1 day, 22:22:42, time: 1.915, data_time: 0.009, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8578, loss_cls: 1.3249, loss: 1.3249, grad_norm: 8.8772 2020-08-04 19:58:20,502 - mmaction - INFO - Epoch [78][800/3757] lr: 1.000e-03, eta: 1 day, 22:22:02, time: 1.916, data_time: 0.014, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8875, loss_cls: 1.1892, loss: 1.1892, grad_norm: 8.7333 2020-08-04 19:59:02,304 - mmaction - INFO - Epoch [78][820/3757] lr: 1.000e-03, eta: 1 day, 22:21:25, time: 2.086, data_time: 0.009, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8781, loss_cls: 1.2116, loss: 1.2116, grad_norm: 8.5723 2020-08-04 19:59:38,839 - mmaction - INFO - Epoch [78][840/3757] lr: 1.000e-03, eta: 1 day, 22:20:45, time: 1.830, data_time: 0.012, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8656, loss_cls: 1.3291, loss: 1.3291, grad_norm: 8.9939 2020-08-04 20:00:18,602 - mmaction - INFO - Epoch [78][860/3757] lr: 1.000e-03, eta: 1 day, 22:20:06, time: 1.976, data_time: 0.009, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2451, loss: 1.2451, grad_norm: 8.7511 2020-08-04 20:00:58,360 - mmaction - INFO - Epoch [78][880/3757] lr: 1.000e-03, eta: 1 day, 22:19:28, time: 2.001, data_time: 0.044, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8680, loss_cls: 1.2923, loss: 1.2923, grad_norm: 8.8174 2020-08-04 20:01:42,494 - mmaction - INFO - Epoch [78][900/3757] lr: 1.000e-03, eta: 1 day, 22:18:52, time: 2.208, data_time: 0.098, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8750, loss_cls: 1.2918, loss: 1.2918, grad_norm: 8.5532 2020-08-04 20:02:23,560 - mmaction - INFO - Epoch [78][920/3757] lr: 1.000e-03, eta: 1 day, 22:18:14, time: 2.053, data_time: 0.002, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.2219, loss: 1.2219, grad_norm: 8.7004 2020-08-04 20:03:05,972 - mmaction - INFO - Epoch [78][940/3757] lr: 1.000e-03, eta: 1 day, 22:17:38, time: 2.117, data_time: 0.008, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8688, loss_cls: 1.2628, loss: 1.2628, grad_norm: 8.6797 2020-08-04 20:03:42,372 - mmaction - INFO - Epoch [78][960/3757] lr: 1.000e-03, eta: 1 day, 22:16:57, time: 1.821, data_time: 0.006, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8812, loss_cls: 1.2340, loss: 1.2340, grad_norm: 8.4103 2020-08-04 20:04:20,702 - mmaction - INFO - Epoch [78][980/3757] lr: 1.000e-03, eta: 1 day, 22:16:18, time: 1.918, data_time: 0.012, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8562, loss_cls: 1.3603, loss: 1.3603, grad_norm: 8.9564 2020-08-04 20:05:00,071 - mmaction - INFO - Epoch [78][1000/3757] lr: 1.000e-03, eta: 1 day, 22:15:39, time: 1.961, data_time: 0.015, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8742, loss_cls: 1.2421, loss: 1.2421, grad_norm: 8.5237 2020-08-04 20:05:39,375 - mmaction - INFO - Epoch [78][1020/3757] lr: 1.000e-03, eta: 1 day, 22:15:00, time: 1.970, data_time: 0.015, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8492, loss_cls: 1.3584, loss: 1.3584, grad_norm: 9.1537 2020-08-04 20:06:17,003 - mmaction - INFO - Epoch [78][1040/3757] lr: 1.000e-03, eta: 1 day, 22:14:20, time: 1.876, data_time: 0.013, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8508, loss_cls: 1.3686, loss: 1.3686, grad_norm: 8.7912 2020-08-04 20:06:57,692 - mmaction - INFO - Epoch [78][1060/3757] lr: 1.000e-03, eta: 1 day, 22:13:42, time: 2.042, data_time: 0.010, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8766, loss_cls: 1.2934, loss: 1.2934, grad_norm: 8.8359 2020-08-04 20:07:33,540 - mmaction - INFO - Epoch [78][1080/3757] lr: 1.000e-03, eta: 1 day, 22:13:01, time: 1.789, data_time: 0.007, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8523, loss_cls: 1.2966, loss: 1.2966, grad_norm: 8.7534 2020-08-04 20:08:15,785 - mmaction - INFO - Epoch [78][1100/3757] lr: 1.000e-03, eta: 1 day, 22:12:24, time: 2.113, data_time: 0.011, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8672, loss_cls: 1.3119, loss: 1.3119, grad_norm: 9.0853 2020-08-04 20:08:51,988 - mmaction - INFO - Epoch [78][1120/3757] lr: 1.000e-03, eta: 1 day, 22:11:43, time: 1.804, data_time: 0.568, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.3029, loss: 1.3029, grad_norm: 8.7602 2020-08-04 20:09:32,321 - mmaction - INFO - Epoch [78][1140/3757] lr: 1.000e-03, eta: 1 day, 22:11:05, time: 2.023, data_time: 1.008, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8758, loss_cls: 1.2307, loss: 1.2307, grad_norm: 8.6259 2020-08-04 20:10:11,133 - mmaction - INFO - Epoch [78][1160/3757] lr: 1.000e-03, eta: 1 day, 22:10:26, time: 1.940, data_time: 0.599, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8859, loss_cls: 1.2395, loss: 1.2395, grad_norm: 8.7691 2020-08-04 20:10:46,743 - mmaction - INFO - Epoch [78][1180/3757] lr: 1.000e-03, eta: 1 day, 22:09:45, time: 1.781, data_time: 0.195, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8727, loss_cls: 1.2242, loss: 1.2242, grad_norm: 8.5851 2020-08-04 20:11:28,784 - mmaction - INFO - Epoch [78][1200/3757] lr: 1.000e-03, eta: 1 day, 22:09:08, time: 2.099, data_time: 0.021, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3345, loss: 1.3345, grad_norm: 8.7094 2020-08-04 20:12:06,683 - mmaction - INFO - Epoch [78][1220/3757] lr: 1.000e-03, eta: 1 day, 22:08:28, time: 1.897, data_time: 0.033, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8594, loss_cls: 1.3218, loss: 1.3218, grad_norm: 8.8659 2020-08-04 20:12:47,463 - mmaction - INFO - Epoch [78][1240/3757] lr: 1.000e-03, eta: 1 day, 22:07:50, time: 2.036, data_time: 0.070, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.3069, loss: 1.3069, grad_norm: 8.6488 2020-08-04 20:13:27,367 - mmaction - INFO - Epoch [78][1260/3757] lr: 1.000e-03, eta: 1 day, 22:07:12, time: 2.000, data_time: 0.007, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8734, loss_cls: 1.2552, loss: 1.2552, grad_norm: 8.6566 2020-08-04 20:14:04,052 - mmaction - INFO - Epoch [78][1280/3757] lr: 1.000e-03, eta: 1 day, 22:06:31, time: 1.832, data_time: 0.005, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.2437, loss: 1.2437, grad_norm: 8.8321 2020-08-04 20:14:46,170 - mmaction - INFO - Epoch [78][1300/3757] lr: 1.000e-03, eta: 1 day, 22:05:55, time: 2.108, data_time: 0.010, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8695, loss_cls: 1.2716, loss: 1.2716, grad_norm: 8.7576 2020-08-04 20:15:26,366 - mmaction - INFO - Epoch [78][1320/3757] lr: 1.000e-03, eta: 1 day, 22:05:16, time: 2.003, data_time: 0.009, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.1930, loss: 1.1930, grad_norm: 8.5906 2020-08-04 20:16:04,449 - mmaction - INFO - Epoch [78][1340/3757] lr: 1.000e-03, eta: 1 day, 22:04:37, time: 1.912, data_time: 0.009, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8570, loss_cls: 1.3600, loss: 1.3600, grad_norm: 9.1783 2020-08-04 20:16:43,696 - mmaction - INFO - Epoch [78][1360/3757] lr: 1.000e-03, eta: 1 day, 22:03:58, time: 1.952, data_time: 0.007, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2422, loss: 1.2422, grad_norm: 8.5225 2020-08-04 20:17:21,642 - mmaction - INFO - Epoch [78][1380/3757] lr: 1.000e-03, eta: 1 day, 22:03:18, time: 1.907, data_time: 0.025, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2551, loss: 1.2551, grad_norm: 8.5993 2020-08-04 20:18:01,715 - mmaction - INFO - Epoch [78][1400/3757] lr: 1.000e-03, eta: 1 day, 22:02:40, time: 1.996, data_time: 0.127, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2817, loss: 1.2817, grad_norm: 8.7851 2020-08-04 20:18:39,778 - mmaction - INFO - Epoch [78][1420/3757] lr: 1.000e-03, eta: 1 day, 22:02:00, time: 1.911, data_time: 0.020, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2631, loss: 1.2631, grad_norm: 8.7464 2020-08-04 20:19:18,227 - mmaction - INFO - Epoch [78][1440/3757] lr: 1.000e-03, eta: 1 day, 22:01:21, time: 1.918, data_time: 0.002, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8719, loss_cls: 1.2826, loss: 1.2826, grad_norm: 8.7733 2020-08-04 20:19:54,789 - mmaction - INFO - Epoch [78][1460/3757] lr: 1.000e-03, eta: 1 day, 22:00:40, time: 1.825, data_time: 0.013, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8719, loss_cls: 1.2457, loss: 1.2457, grad_norm: 8.6973 2020-08-04 20:20:37,505 - mmaction - INFO - Epoch [78][1480/3757] lr: 1.000e-03, eta: 1 day, 22:00:04, time: 2.143, data_time: 0.012, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8695, loss_cls: 1.3271, loss: 1.3271, grad_norm: 8.9229 2020-08-04 20:21:17,645 - mmaction - INFO - Epoch [78][1500/3757] lr: 1.000e-03, eta: 1 day, 21:59:26, time: 2.003, data_time: 0.009, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8648, loss_cls: 1.3147, loss: 1.3147, grad_norm: 8.6705 2020-08-04 20:21:53,839 - mmaction - INFO - Epoch [78][1520/3757] lr: 1.000e-03, eta: 1 day, 21:58:45, time: 1.811, data_time: 0.009, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.3080, loss: 1.3080, grad_norm: 8.8790 2020-08-04 20:22:32,417 - mmaction - INFO - Epoch [78][1540/3757] lr: 1.000e-03, eta: 1 day, 21:58:05, time: 1.925, data_time: 0.005, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2261, loss: 1.2261, grad_norm: 8.8165 2020-08-04 20:23:13,542 - mmaction - INFO - Epoch [78][1560/3757] lr: 1.000e-03, eta: 1 day, 21:57:28, time: 2.063, data_time: 0.010, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2549, loss: 1.2549, grad_norm: 8.7639 2020-08-04 20:23:52,267 - mmaction - INFO - Epoch [78][1580/3757] lr: 1.000e-03, eta: 1 day, 21:56:49, time: 1.934, data_time: 0.016, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3834, loss: 1.3834, grad_norm: 9.0674 2020-08-04 20:24:33,727 - mmaction - INFO - Epoch [78][1600/3757] lr: 1.000e-03, eta: 1 day, 21:56:11, time: 2.067, data_time: 0.022, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2079, loss: 1.2079, grad_norm: 8.2650 2020-08-04 20:25:10,076 - mmaction - INFO - Epoch [78][1620/3757] lr: 1.000e-03, eta: 1 day, 21:55:31, time: 1.822, data_time: 0.011, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8617, loss_cls: 1.2832, loss: 1.2832, grad_norm: 8.5522 2020-08-04 20:25:50,725 - mmaction - INFO - Epoch [78][1640/3757] lr: 1.000e-03, eta: 1 day, 21:54:53, time: 2.033, data_time: 0.005, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8602, loss_cls: 1.3089, loss: 1.3089, grad_norm: 8.6834 2020-08-04 20:26:30,050 - mmaction - INFO - Epoch [78][1660/3757] lr: 1.000e-03, eta: 1 day, 21:54:14, time: 1.965, data_time: 0.009, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.1841, loss: 1.1841, grad_norm: 8.5898 2020-08-04 20:27:09,615 - mmaction - INFO - Epoch [78][1680/3757] lr: 1.000e-03, eta: 1 day, 21:53:35, time: 1.979, data_time: 0.011, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8789, loss_cls: 1.2406, loss: 1.2406, grad_norm: 8.6577 2020-08-04 20:27:47,157 - mmaction - INFO - Epoch [78][1700/3757] lr: 1.000e-03, eta: 1 day, 21:52:55, time: 1.876, data_time: 0.010, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8727, loss_cls: 1.2494, loss: 1.2494, grad_norm: 8.8333 2020-08-04 20:28:25,788 - mmaction - INFO - Epoch [78][1720/3757] lr: 1.000e-03, eta: 1 day, 21:52:16, time: 1.935, data_time: 0.009, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8508, loss_cls: 1.3415, loss: 1.3415, grad_norm: 8.7087 2020-08-04 20:29:05,320 - mmaction - INFO - Epoch [78][1740/3757] lr: 1.000e-03, eta: 1 day, 21:51:37, time: 1.976, data_time: 0.009, memory: 5166, top1_acc: 0.6625, top5_acc: 0.8711, loss_cls: 1.3358, loss: 1.3358, grad_norm: 9.0102 2020-08-04 20:29:43,141 - mmaction - INFO - Epoch [78][1760/3757] lr: 1.000e-03, eta: 1 day, 21:50:58, time: 1.893, data_time: 0.004, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.2147, loss: 1.2147, grad_norm: 8.3610 2020-08-04 20:30:24,918 - mmaction - INFO - Epoch [78][1780/3757] lr: 1.000e-03, eta: 1 day, 21:50:20, time: 2.087, data_time: 0.007, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8633, loss_cls: 1.4310, loss: 1.4310, grad_norm: 9.3513 2020-08-04 20:31:04,086 - mmaction - INFO - Epoch [78][1800/3757] lr: 1.000e-03, eta: 1 day, 21:49:42, time: 1.958, data_time: 0.094, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8609, loss_cls: 1.2963, loss: 1.2963, grad_norm: 8.6822 2020-08-04 20:31:43,094 - mmaction - INFO - Epoch [78][1820/3757] lr: 1.000e-03, eta: 1 day, 21:49:02, time: 1.945, data_time: 0.470, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2554, loss: 1.2554, grad_norm: 8.7158 2020-08-04 20:32:23,135 - mmaction - INFO - Epoch [78][1840/3757] lr: 1.000e-03, eta: 1 day, 21:48:24, time: 2.002, data_time: 0.045, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8711, loss_cls: 1.2601, loss: 1.2601, grad_norm: 8.8441 2020-08-04 20:32:58,899 - mmaction - INFO - Epoch [78][1860/3757] lr: 1.000e-03, eta: 1 day, 21:47:43, time: 1.794, data_time: 0.009, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3563, loss: 1.3563, grad_norm: 8.9471 2020-08-04 20:33:40,122 - mmaction - INFO - Epoch [78][1880/3757] lr: 1.000e-03, eta: 1 day, 21:47:05, time: 2.054, data_time: 0.004, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8719, loss_cls: 1.2856, loss: 1.2856, grad_norm: 9.0090 2020-08-04 20:34:19,931 - mmaction - INFO - Epoch [78][1900/3757] lr: 1.000e-03, eta: 1 day, 21:46:27, time: 1.997, data_time: 0.010, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8883, loss_cls: 1.1654, loss: 1.1654, grad_norm: 8.5275 2020-08-04 20:35:01,815 - mmaction - INFO - Epoch [78][1920/3757] lr: 1.000e-03, eta: 1 day, 21:45:50, time: 2.096, data_time: 0.009, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.1968, loss: 1.1968, grad_norm: 8.5634 2020-08-04 20:35:38,352 - mmaction - INFO - Epoch [78][1940/3757] lr: 1.000e-03, eta: 1 day, 21:45:09, time: 1.827, data_time: 0.022, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8586, loss_cls: 1.2803, loss: 1.2803, grad_norm: 9.0572 2020-08-04 20:36:17,130 - mmaction - INFO - Epoch [78][1960/3757] lr: 1.000e-03, eta: 1 day, 21:44:30, time: 1.930, data_time: 0.008, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8672, loss_cls: 1.2984, loss: 1.2984, grad_norm: 8.7891 2020-08-04 20:36:56,395 - mmaction - INFO - Epoch [78][1980/3757] lr: 1.000e-03, eta: 1 day, 21:43:51, time: 1.970, data_time: 0.281, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8641, loss_cls: 1.2550, loss: 1.2550, grad_norm: 8.7997 2020-08-04 20:37:35,340 - mmaction - INFO - Epoch [78][2000/3757] lr: 1.000e-03, eta: 1 day, 21:43:12, time: 1.950, data_time: 0.104, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.2341, loss: 1.2341, grad_norm: 8.8499 2020-08-04 20:38:12,269 - mmaction - INFO - Epoch [78][2020/3757] lr: 1.000e-03, eta: 1 day, 21:42:32, time: 1.846, data_time: 0.011, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8664, loss_cls: 1.3225, loss: 1.3225, grad_norm: 8.9091 2020-08-04 20:38:53,553 - mmaction - INFO - Epoch [78][2040/3757] lr: 1.000e-03, eta: 1 day, 21:41:55, time: 2.062, data_time: 0.286, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3476, loss: 1.3476, grad_norm: 8.9223 2020-08-04 20:39:34,030 - mmaction - INFO - Epoch [78][2060/3757] lr: 1.000e-03, eta: 1 day, 21:41:17, time: 2.027, data_time: 1.234, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8773, loss_cls: 1.2269, loss: 1.2269, grad_norm: 8.6703 2020-08-04 20:40:12,726 - mmaction - INFO - Epoch [78][2080/3757] lr: 1.000e-03, eta: 1 day, 21:40:37, time: 1.931, data_time: 1.278, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.2894, loss: 1.2894, grad_norm: 9.1324 2020-08-04 20:40:51,453 - mmaction - INFO - Epoch [78][2100/3757] lr: 1.000e-03, eta: 1 day, 21:39:58, time: 1.934, data_time: 1.229, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3193, loss: 1.3193, grad_norm: 8.9808 2020-08-04 20:41:32,038 - mmaction - INFO - Epoch [78][2120/3757] lr: 1.000e-03, eta: 1 day, 21:39:20, time: 2.036, data_time: 1.282, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8781, loss_cls: 1.2383, loss: 1.2383, grad_norm: 8.5588 2020-08-04 20:42:09,129 - mmaction - INFO - Epoch [78][2140/3757] lr: 1.000e-03, eta: 1 day, 21:38:40, time: 1.845, data_time: 0.049, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3179, loss: 1.3179, grad_norm: 8.8943 2020-08-04 20:42:47,734 - mmaction - INFO - Epoch [78][2160/3757] lr: 1.000e-03, eta: 1 day, 21:38:01, time: 1.939, data_time: 0.011, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2920, loss: 1.2920, grad_norm: 8.8790 2020-08-04 20:43:31,913 - mmaction - INFO - Epoch [78][2180/3757] lr: 1.000e-03, eta: 1 day, 21:37:25, time: 2.209, data_time: 0.008, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8648, loss_cls: 1.2718, loss: 1.2718, grad_norm: 8.5946 2020-08-04 20:44:09,437 - mmaction - INFO - Epoch [78][2200/3757] lr: 1.000e-03, eta: 1 day, 21:36:45, time: 1.873, data_time: 0.003, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8828, loss_cls: 1.2231, loss: 1.2231, grad_norm: 8.7861 2020-08-04 20:44:45,421 - mmaction - INFO - Epoch [78][2220/3757] lr: 1.000e-03, eta: 1 day, 21:36:04, time: 1.796, data_time: 0.015, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8781, loss_cls: 1.2490, loss: 1.2490, grad_norm: 8.8457 2020-08-04 20:45:25,560 - mmaction - INFO - Epoch [78][2240/3757] lr: 1.000e-03, eta: 1 day, 21:35:26, time: 2.007, data_time: 0.026, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.3164, loss: 1.3164, grad_norm: 8.8129 2020-08-04 20:46:03,368 - mmaction - INFO - Epoch [78][2260/3757] lr: 1.000e-03, eta: 1 day, 21:34:46, time: 1.896, data_time: 0.010, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2374, loss: 1.2374, grad_norm: 8.6155 2020-08-04 20:46:42,639 - mmaction - INFO - Epoch [78][2280/3757] lr: 1.000e-03, eta: 1 day, 21:34:07, time: 1.961, data_time: 0.065, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8586, loss_cls: 1.3106, loss: 1.3106, grad_norm: 8.9882 2020-08-04 20:47:21,933 - mmaction - INFO - Epoch [78][2300/3757] lr: 1.000e-03, eta: 1 day, 21:33:28, time: 1.967, data_time: 0.299, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8742, loss_cls: 1.2228, loss: 1.2228, grad_norm: 8.3475 2020-08-04 20:48:03,708 - mmaction - INFO - Epoch [78][2320/3757] lr: 1.000e-03, eta: 1 day, 21:32:51, time: 2.086, data_time: 0.009, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3556, loss: 1.3556, grad_norm: 8.7893 2020-08-04 20:48:40,427 - mmaction - INFO - Epoch [78][2340/3757] lr: 1.000e-03, eta: 1 day, 21:32:11, time: 1.833, data_time: 0.074, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8625, loss_cls: 1.3123, loss: 1.3123, grad_norm: 8.9121 2020-08-04 20:49:20,581 - mmaction - INFO - Epoch [78][2360/3757] lr: 1.000e-03, eta: 1 day, 21:31:33, time: 2.014, data_time: 0.118, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8664, loss_cls: 1.2510, loss: 1.2510, grad_norm: 8.3206 2020-08-04 20:49:59,986 - mmaction - INFO - Epoch [78][2380/3757] lr: 1.000e-03, eta: 1 day, 21:30:54, time: 1.970, data_time: 0.315, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.3685, loss: 1.3685, grad_norm: 9.0417 2020-08-04 20:50:39,273 - mmaction - INFO - Epoch [78][2400/3757] lr: 1.000e-03, eta: 1 day, 21:30:15, time: 1.962, data_time: 0.202, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.2013, loss: 1.2013, grad_norm: 8.7036 2020-08-04 20:51:16,799 - mmaction - INFO - Epoch [78][2420/3757] lr: 1.000e-03, eta: 1 day, 21:29:35, time: 1.872, data_time: 0.031, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8695, loss_cls: 1.2741, loss: 1.2741, grad_norm: 8.9914 2020-08-04 20:51:54,827 - mmaction - INFO - Epoch [78][2440/3757] lr: 1.000e-03, eta: 1 day, 21:28:55, time: 1.906, data_time: 0.010, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.2708, loss: 1.2708, grad_norm: 8.7494 2020-08-04 20:52:34,372 - mmaction - INFO - Epoch [78][2460/3757] lr: 1.000e-03, eta: 1 day, 21:28:17, time: 1.973, data_time: 0.010, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8758, loss_cls: 1.2615, loss: 1.2615, grad_norm: 9.0385 2020-08-04 20:53:14,745 - mmaction - INFO - Epoch [78][2480/3757] lr: 1.000e-03, eta: 1 day, 21:27:39, time: 2.016, data_time: 0.016, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8766, loss_cls: 1.2998, loss: 1.2998, grad_norm: 9.1169 2020-08-04 20:53:55,276 - mmaction - INFO - Epoch [78][2500/3757] lr: 1.000e-03, eta: 1 day, 21:27:01, time: 2.035, data_time: 0.084, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3244, loss: 1.3244, grad_norm: 8.8266 2020-08-04 20:54:34,835 - mmaction - INFO - Epoch [78][2520/3757] lr: 1.000e-03, eta: 1 day, 21:26:22, time: 1.975, data_time: 0.016, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8703, loss_cls: 1.2937, loss: 1.2937, grad_norm: 9.0086 2020-08-04 20:55:12,097 - mmaction - INFO - Epoch [78][2540/3757] lr: 1.000e-03, eta: 1 day, 21:25:42, time: 1.864, data_time: 0.181, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8797, loss_cls: 1.2284, loss: 1.2284, grad_norm: 8.8373 2020-08-04 20:55:50,287 - mmaction - INFO - Epoch [78][2560/3757] lr: 1.000e-03, eta: 1 day, 21:25:02, time: 1.911, data_time: 0.274, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.2731, loss: 1.2731, grad_norm: 8.8096 2020-08-04 20:56:31,627 - mmaction - INFO - Epoch [78][2580/3757] lr: 1.000e-03, eta: 1 day, 21:24:25, time: 2.064, data_time: 1.328, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8586, loss_cls: 1.3204, loss: 1.3204, grad_norm: 8.7747 2020-08-04 20:57:10,720 - mmaction - INFO - Epoch [78][2600/3757] lr: 1.000e-03, eta: 1 day, 21:23:46, time: 1.958, data_time: 0.975, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8727, loss_cls: 1.2695, loss: 1.2695, grad_norm: 8.8186 2020-08-04 20:57:50,452 - mmaction - INFO - Epoch [78][2620/3757] lr: 1.000e-03, eta: 1 day, 21:23:07, time: 1.982, data_time: 0.292, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3896, loss: 1.3896, grad_norm: 9.1260 2020-08-04 20:58:30,330 - mmaction - INFO - Epoch [78][2640/3757] lr: 1.000e-03, eta: 1 day, 21:22:29, time: 1.997, data_time: 0.085, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8727, loss_cls: 1.2839, loss: 1.2839, grad_norm: 8.6406 2020-08-04 20:59:06,234 - mmaction - INFO - Epoch [78][2660/3757] lr: 1.000e-03, eta: 1 day, 21:21:48, time: 1.793, data_time: 0.011, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8852, loss_cls: 1.2173, loss: 1.2173, grad_norm: 8.6762 2020-08-04 20:59:46,332 - mmaction - INFO - Epoch [78][2680/3757] lr: 1.000e-03, eta: 1 day, 21:21:10, time: 2.009, data_time: 0.310, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8859, loss_cls: 1.1703, loss: 1.1703, grad_norm: 8.4870 2020-08-04 21:00:22,887 - mmaction - INFO - Epoch [78][2700/3757] lr: 1.000e-03, eta: 1 day, 21:20:29, time: 1.815, data_time: 0.008, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3235, loss: 1.3235, grad_norm: 9.0282 2020-08-04 21:01:05,780 - mmaction - INFO - Epoch [78][2720/3757] lr: 1.000e-03, eta: 1 day, 21:19:53, time: 2.154, data_time: 0.534, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8711, loss_cls: 1.2947, loss: 1.2947, grad_norm: 9.0214 2020-08-04 21:01:43,477 - mmaction - INFO - Epoch [78][2740/3757] lr: 1.000e-03, eta: 1 day, 21:19:13, time: 1.881, data_time: 0.413, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.2165, loss: 1.2165, grad_norm: 8.6021 2020-08-04 21:02:23,793 - mmaction - INFO - Epoch [78][2760/3757] lr: 1.000e-03, eta: 1 day, 21:18:35, time: 2.022, data_time: 0.009, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8484, loss_cls: 1.3582, loss: 1.3582, grad_norm: 8.7263 2020-08-04 21:02:59,273 - mmaction - INFO - Epoch [78][2780/3757] lr: 1.000e-03, eta: 1 day, 21:17:53, time: 1.774, data_time: 0.002, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8820, loss_cls: 1.2416, loss: 1.2416, grad_norm: 8.6004 2020-08-04 21:03:41,405 - mmaction - INFO - Epoch [78][2800/3757] lr: 1.000e-03, eta: 1 day, 21:17:16, time: 2.097, data_time: 0.007, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.3409, loss: 1.3409, grad_norm: 8.9255 2020-08-04 21:04:17,567 - mmaction - INFO - Epoch [78][2820/3757] lr: 1.000e-03, eta: 1 day, 21:16:36, time: 1.817, data_time: 0.012, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3680, loss: 1.3680, grad_norm: 9.0492 2020-08-04 21:04:59,472 - mmaction - INFO - Epoch [78][2840/3757] lr: 1.000e-03, eta: 1 day, 21:15:58, time: 2.088, data_time: 0.069, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8492, loss_cls: 1.3364, loss: 1.3364, grad_norm: 8.6202 2020-08-04 21:05:38,047 - mmaction - INFO - Epoch [78][2860/3757] lr: 1.000e-03, eta: 1 day, 21:15:19, time: 1.934, data_time: 0.015, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8492, loss_cls: 1.3823, loss: 1.3823, grad_norm: 8.9329 2020-08-04 21:06:20,209 - mmaction - INFO - Epoch [78][2880/3757] lr: 1.000e-03, eta: 1 day, 21:14:42, time: 2.109, data_time: 0.122, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8734, loss_cls: 1.2553, loss: 1.2553, grad_norm: 8.7615 2020-08-04 21:06:54,432 - mmaction - INFO - Epoch [78][2900/3757] lr: 1.000e-03, eta: 1 day, 21:14:00, time: 1.711, data_time: 0.037, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.2125, loss: 1.2125, grad_norm: 8.5503 2020-08-04 21:07:37,323 - mmaction - INFO - Epoch [78][2920/3757] lr: 1.000e-03, eta: 1 day, 21:13:24, time: 2.142, data_time: 0.343, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8672, loss_cls: 1.3128, loss: 1.3128, grad_norm: 8.9010 2020-08-04 21:08:13,102 - mmaction - INFO - Epoch [78][2940/3757] lr: 1.000e-03, eta: 1 day, 21:12:43, time: 1.790, data_time: 0.370, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8594, loss_cls: 1.3608, loss: 1.3608, grad_norm: 8.7787 2020-08-04 21:08:51,341 - mmaction - INFO - Epoch [78][2960/3757] lr: 1.000e-03, eta: 1 day, 21:12:03, time: 1.910, data_time: 0.190, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2662, loss: 1.2662, grad_norm: 8.6784 2020-08-04 21:09:33,331 - mmaction - INFO - Epoch [78][2980/3757] lr: 1.000e-03, eta: 1 day, 21:11:26, time: 2.099, data_time: 0.012, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2744, loss: 1.2744, grad_norm: 8.5816 2020-08-04 21:10:11,500 - mmaction - INFO - Epoch [78][3000/3757] lr: 1.000e-03, eta: 1 day, 21:10:47, time: 1.913, data_time: 0.024, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8648, loss_cls: 1.3208, loss: 1.3208, grad_norm: 8.7478 2020-08-04 21:10:51,065 - mmaction - INFO - Epoch [78][3020/3757] lr: 1.000e-03, eta: 1 day, 21:10:08, time: 1.978, data_time: 0.005, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8773, loss_cls: 1.2342, loss: 1.2342, grad_norm: 8.7176 2020-08-04 21:11:28,419 - mmaction - INFO - Epoch [78][3040/3757] lr: 1.000e-03, eta: 1 day, 21:09:28, time: 1.867, data_time: 0.002, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3343, loss: 1.3343, grad_norm: 8.8170 2020-08-04 21:12:09,913 - mmaction - INFO - Epoch [78][3060/3757] lr: 1.000e-03, eta: 1 day, 21:08:50, time: 2.069, data_time: 0.034, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.3118, loss: 1.3118, grad_norm: 8.9318 2020-08-04 21:12:43,107 - mmaction - INFO - Epoch [78][3080/3757] lr: 1.000e-03, eta: 1 day, 21:08:08, time: 1.659, data_time: 0.009, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8641, loss_cls: 1.3545, loss: 1.3545, grad_norm: 9.1979 2020-08-04 21:13:22,658 - mmaction - INFO - Epoch [78][3100/3757] lr: 1.000e-03, eta: 1 day, 21:07:29, time: 1.983, data_time: 0.010, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.2206, loss: 1.2206, grad_norm: 8.4960 2020-08-04 21:14:03,023 - mmaction - INFO - Epoch [78][3120/3757] lr: 1.000e-03, eta: 1 day, 21:06:51, time: 2.010, data_time: 0.008, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.2592, loss: 1.2592, grad_norm: 8.4964 2020-08-04 21:14:38,671 - mmaction - INFO - Epoch [78][3140/3757] lr: 1.000e-03, eta: 1 day, 21:06:10, time: 1.791, data_time: 0.024, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.2125, loss: 1.2125, grad_norm: 8.5226 2020-08-04 21:15:25,805 - mmaction - INFO - Epoch [78][3160/3757] lr: 1.000e-03, eta: 1 day, 21:05:36, time: 2.354, data_time: 0.008, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8578, loss_cls: 1.3132, loss: 1.3132, grad_norm: 8.5509 2020-08-04 21:16:02,333 - mmaction - INFO - Epoch [78][3180/3757] lr: 1.000e-03, eta: 1 day, 21:04:55, time: 1.826, data_time: 0.025, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8711, loss_cls: 1.2632, loss: 1.2632, grad_norm: 8.6864 2020-08-04 21:16:45,365 - mmaction - INFO - Epoch [78][3200/3757] lr: 1.000e-03, eta: 1 day, 21:04:19, time: 2.153, data_time: 0.006, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.2808, loss: 1.2808, grad_norm: 8.5664 2020-08-04 21:17:18,117 - mmaction - INFO - Epoch [78][3220/3757] lr: 1.000e-03, eta: 1 day, 21:03:36, time: 1.637, data_time: 0.008, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.2812, loss: 1.2812, grad_norm: 8.9466 2020-08-04 21:17:54,965 - mmaction - INFO - Epoch [78][3240/3757] lr: 1.000e-03, eta: 1 day, 21:02:56, time: 1.845, data_time: 0.017, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.2495, loss: 1.2495, grad_norm: 8.4569 2020-08-04 21:18:36,323 - mmaction - INFO - Epoch [78][3260/3757] lr: 1.000e-03, eta: 1 day, 21:02:18, time: 2.067, data_time: 0.002, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2306, loss: 1.2306, grad_norm: 8.5980 2020-08-04 21:19:13,614 - mmaction - INFO - Epoch [78][3280/3757] lr: 1.000e-03, eta: 1 day, 21:01:38, time: 1.864, data_time: 0.007, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8648, loss_cls: 1.3450, loss: 1.3450, grad_norm: 9.0437 2020-08-04 21:19:55,910 - mmaction - INFO - Epoch [78][3300/3757] lr: 1.000e-03, eta: 1 day, 21:01:01, time: 2.116, data_time: 0.004, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2270, loss: 1.2270, grad_norm: 8.8791 2020-08-04 21:20:34,338 - mmaction - INFO - Epoch [78][3320/3757] lr: 1.000e-03, eta: 1 day, 21:00:22, time: 1.912, data_time: 0.410, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.2965, loss: 1.2965, grad_norm: 8.7717 2020-08-04 21:21:15,334 - mmaction - INFO - Epoch [78][3340/3757] lr: 1.000e-03, eta: 1 day, 20:59:44, time: 2.059, data_time: 0.822, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8609, loss_cls: 1.3424, loss: 1.3424, grad_norm: 9.0354 2020-08-04 21:21:54,200 - mmaction - INFO - Epoch [78][3360/3757] lr: 1.000e-03, eta: 1 day, 20:59:05, time: 1.939, data_time: 0.035, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8758, loss_cls: 1.2003, loss: 1.2003, grad_norm: 8.5764 2020-08-04 21:22:34,007 - mmaction - INFO - Epoch [78][3380/3757] lr: 1.000e-03, eta: 1 day, 20:58:26, time: 1.989, data_time: 0.009, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8609, loss_cls: 1.3414, loss: 1.3414, grad_norm: 9.2524 2020-08-04 21:23:12,399 - mmaction - INFO - Epoch [78][3400/3757] lr: 1.000e-03, eta: 1 day, 20:57:47, time: 1.925, data_time: 0.011, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8609, loss_cls: 1.2902, loss: 1.2902, grad_norm: 8.7793 2020-08-04 21:23:51,549 - mmaction - INFO - Epoch [78][3420/3757] lr: 1.000e-03, eta: 1 day, 20:57:08, time: 1.949, data_time: 0.010, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8672, loss_cls: 1.3144, loss: 1.3144, grad_norm: 8.9313 2020-08-04 21:24:28,541 - mmaction - INFO - Epoch [78][3440/3757] lr: 1.000e-03, eta: 1 day, 20:56:28, time: 1.856, data_time: 0.012, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8672, loss_cls: 1.2932, loss: 1.2932, grad_norm: 8.6486 2020-08-04 21:25:06,469 - mmaction - INFO - Epoch [78][3460/3757] lr: 1.000e-03, eta: 1 day, 20:55:48, time: 1.899, data_time: 0.005, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8617, loss_cls: 1.3433, loss: 1.3433, grad_norm: 9.0172 2020-08-04 21:25:48,636 - mmaction - INFO - Epoch [78][3480/3757] lr: 1.000e-03, eta: 1 day, 20:55:11, time: 2.107, data_time: 0.002, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8742, loss_cls: 1.3153, loss: 1.3153, grad_norm: 8.9989 2020-08-04 21:26:27,754 - mmaction - INFO - Epoch [78][3500/3757] lr: 1.000e-03, eta: 1 day, 20:54:32, time: 1.951, data_time: 0.143, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8719, loss_cls: 1.2822, loss: 1.2822, grad_norm: 8.9979 2020-08-04 21:27:10,527 - mmaction - INFO - Epoch [78][3520/3757] lr: 1.000e-03, eta: 1 day, 20:53:56, time: 2.142, data_time: 0.010, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.2274, loss: 1.2274, grad_norm: 8.5526 2020-08-04 21:27:51,061 - mmaction - INFO - Epoch [78][3540/3757] lr: 1.000e-03, eta: 1 day, 20:53:18, time: 2.029, data_time: 0.005, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8742, loss_cls: 1.2839, loss: 1.2839, grad_norm: 8.9133 2020-08-04 21:28:24,954 - mmaction - INFO - Epoch [78][3560/3757] lr: 1.000e-03, eta: 1 day, 20:52:35, time: 1.689, data_time: 0.013, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.3029, loss: 1.3029, grad_norm: 9.0077 2020-08-04 21:29:05,748 - mmaction - INFO - Epoch [78][3580/3757] lr: 1.000e-03, eta: 1 day, 20:51:58, time: 2.045, data_time: 0.015, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8656, loss_cls: 1.3033, loss: 1.3033, grad_norm: 8.6725 2020-08-04 21:29:48,938 - mmaction - INFO - Epoch [78][3600/3757] lr: 1.000e-03, eta: 1 day, 20:51:21, time: 2.154, data_time: 0.008, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8742, loss_cls: 1.2915, loss: 1.2915, grad_norm: 8.6969 2020-08-04 21:30:31,602 - mmaction - INFO - Epoch [78][3620/3757] lr: 1.000e-03, eta: 1 day, 20:50:44, time: 2.134, data_time: 0.010, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.3070, loss: 1.3070, grad_norm: 9.0003 2020-08-04 21:31:04,562 - mmaction - INFO - Epoch [78][3640/3757] lr: 1.000e-03, eta: 1 day, 20:50:02, time: 1.654, data_time: 0.008, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3594, loss: 1.3594, grad_norm: 9.0860 2020-08-04 21:31:44,863 - mmaction - INFO - Epoch [78][3660/3757] lr: 1.000e-03, eta: 1 day, 20:49:24, time: 2.014, data_time: 0.017, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8703, loss_cls: 1.2628, loss: 1.2628, grad_norm: 8.5820 2020-08-04 21:32:23,485 - mmaction - INFO - Epoch [78][3680/3757] lr: 1.000e-03, eta: 1 day, 20:48:44, time: 1.931, data_time: 0.003, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8578, loss_cls: 1.2447, loss: 1.2447, grad_norm: 8.6007 2020-08-04 21:33:02,143 - mmaction - INFO - Epoch [78][3700/3757] lr: 1.000e-03, eta: 1 day, 20:48:05, time: 1.927, data_time: 0.012, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8859, loss_cls: 1.2178, loss: 1.2178, grad_norm: 8.6522 2020-08-04 21:33:40,214 - mmaction - INFO - Epoch [78][3720/3757] lr: 1.000e-03, eta: 1 day, 20:47:26, time: 1.909, data_time: 0.009, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8695, loss_cls: 1.2794, loss: 1.2794, grad_norm: 8.7951 2020-08-04 21:34:21,574 - mmaction - INFO - Epoch [78][3740/3757] lr: 1.000e-03, eta: 1 day, 20:46:48, time: 2.068, data_time: 0.003, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.2071, loss: 1.2071, grad_norm: 8.6127 2020-08-04 21:34:47,950 - mmaction - INFO - Saving checkpoint at 78 epochs 2020-08-04 21:35:43,732 - mmaction - INFO - Epoch [79][20/3757] lr: 1.000e-03, eta: 1 day, 20:45:24, time: 2.668, data_time: 1.015, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8680, loss_cls: 1.3372, loss: 1.3372, grad_norm: 9.1127 2020-08-04 21:36:22,856 - mmaction - INFO - Epoch [79][40/3757] lr: 1.000e-03, eta: 1 day, 20:44:45, time: 1.957, data_time: 0.008, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8844, loss_cls: 1.2149, loss: 1.2149, grad_norm: 8.7992 2020-08-04 21:37:05,179 - mmaction - INFO - Epoch [79][60/3757] lr: 1.000e-03, eta: 1 day, 20:44:08, time: 2.115, data_time: 0.003, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2507, loss: 1.2507, grad_norm: 8.7990 2020-08-04 21:37:46,594 - mmaction - INFO - Epoch [79][80/3757] lr: 1.000e-03, eta: 1 day, 20:43:31, time: 2.071, data_time: 0.009, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.2206, loss: 1.2206, grad_norm: 8.7060 2020-08-04 21:38:23,863 - mmaction - INFO - Epoch [79][100/3757] lr: 1.000e-03, eta: 1 day, 20:42:51, time: 1.864, data_time: 0.005, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8609, loss_cls: 1.2591, loss: 1.2591, grad_norm: 8.6034 2020-08-04 21:39:03,343 - mmaction - INFO - Epoch [79][120/3757] lr: 1.000e-03, eta: 1 day, 20:42:12, time: 1.972, data_time: 0.452, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8789, loss_cls: 1.2215, loss: 1.2215, grad_norm: 8.6501 2020-08-04 21:39:41,771 - mmaction - INFO - Epoch [79][140/3757] lr: 1.000e-03, eta: 1 day, 20:41:33, time: 1.924, data_time: 0.405, memory: 5166, top1_acc: 0.6586, top5_acc: 0.8445, loss_cls: 1.4279, loss: 1.4279, grad_norm: 8.8760 2020-08-04 21:40:20,202 - mmaction - INFO - Epoch [79][160/3757] lr: 1.000e-03, eta: 1 day, 20:40:53, time: 1.913, data_time: 0.061, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.2027, loss: 1.2027, grad_norm: 8.5480 2020-08-04 21:41:01,475 - mmaction - INFO - Epoch [79][180/3757] lr: 1.000e-03, eta: 1 day, 20:40:16, time: 2.068, data_time: 0.028, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3650, loss: 1.3650, grad_norm: 9.1550 2020-08-04 21:41:39,240 - mmaction - INFO - Epoch [79][200/3757] lr: 1.000e-03, eta: 1 day, 20:39:36, time: 1.890, data_time: 0.010, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8672, loss_cls: 1.2858, loss: 1.2858, grad_norm: 8.8907 2020-08-04 21:42:17,572 - mmaction - INFO - Epoch [79][220/3757] lr: 1.000e-03, eta: 1 day, 20:38:56, time: 1.913, data_time: 0.010, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8531, loss_cls: 1.3791, loss: 1.3791, grad_norm: 9.2324 2020-08-04 21:42:58,631 - mmaction - INFO - Epoch [79][240/3757] lr: 1.000e-03, eta: 1 day, 20:38:19, time: 2.052, data_time: 0.052, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8594, loss_cls: 1.3441, loss: 1.3441, grad_norm: 8.7081 2020-08-04 21:43:39,081 - mmaction - INFO - Epoch [79][260/3757] lr: 1.000e-03, eta: 1 day, 20:37:41, time: 2.025, data_time: 0.017, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8680, loss_cls: 1.2905, loss: 1.2905, grad_norm: 8.9229 2020-08-04 21:44:18,999 - mmaction - INFO - Epoch [79][280/3757] lr: 1.000e-03, eta: 1 day, 20:37:02, time: 2.001, data_time: 0.010, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8539, loss_cls: 1.3542, loss: 1.3542, grad_norm: 9.1966 2020-08-04 21:44:55,335 - mmaction - INFO - Epoch [79][300/3757] lr: 1.000e-03, eta: 1 day, 20:36:22, time: 1.810, data_time: 0.008, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2154, loss: 1.2154, grad_norm: 8.5651 2020-08-04 21:45:32,273 - mmaction - INFO - Epoch [79][320/3757] lr: 1.000e-03, eta: 1 day, 20:35:41, time: 1.852, data_time: 0.012, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8727, loss_cls: 1.2710, loss: 1.2710, grad_norm: 8.7982 2020-08-04 21:46:11,916 - mmaction - INFO - Epoch [79][340/3757] lr: 1.000e-03, eta: 1 day, 20:35:03, time: 1.977, data_time: 0.009, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8719, loss_cls: 1.2968, loss: 1.2968, grad_norm: 8.8224 2020-08-04 21:46:50,694 - mmaction - INFO - Epoch [79][360/3757] lr: 1.000e-03, eta: 1 day, 20:34:24, time: 1.944, data_time: 0.446, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2300, loss: 1.2300, grad_norm: 8.3433 2020-08-04 21:47:30,708 - mmaction - INFO - Epoch [79][380/3757] lr: 1.000e-03, eta: 1 day, 20:33:45, time: 2.001, data_time: 0.259, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8664, loss_cls: 1.2592, loss: 1.2592, grad_norm: 8.6159 2020-08-04 21:48:10,802 - mmaction - INFO - Epoch [79][400/3757] lr: 1.000e-03, eta: 1 day, 20:33:07, time: 2.004, data_time: 0.040, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8586, loss_cls: 1.3327, loss: 1.3327, grad_norm: 8.7069 2020-08-04 21:48:50,116 - mmaction - INFO - Epoch [79][420/3757] lr: 1.000e-03, eta: 1 day, 20:32:28, time: 1.961, data_time: 0.137, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.3046, loss: 1.3046, grad_norm: 8.8970 2020-08-04 21:49:31,771 - mmaction - INFO - Epoch [79][440/3757] lr: 1.000e-03, eta: 1 day, 20:31:51, time: 2.086, data_time: 0.009, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8750, loss_cls: 1.2075, loss: 1.2075, grad_norm: 8.4885 2020-08-04 21:50:10,862 - mmaction - INFO - Epoch [79][460/3757] lr: 1.000e-03, eta: 1 day, 20:31:12, time: 1.955, data_time: 0.008, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.3068, loss: 1.3068, grad_norm: 8.7424 2020-08-04 21:50:48,577 - mmaction - INFO - Epoch [79][480/3757] lr: 1.000e-03, eta: 1 day, 20:30:32, time: 1.879, data_time: 0.003, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.2947, loss: 1.2947, grad_norm: 8.8563 2020-08-04 21:51:30,967 - mmaction - INFO - Epoch [79][500/3757] lr: 1.000e-03, eta: 1 day, 20:29:55, time: 2.125, data_time: 0.010, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8758, loss_cls: 1.2225, loss: 1.2225, grad_norm: 8.8006 2020-08-04 21:52:04,530 - mmaction - INFO - Epoch [79][520/3757] lr: 1.000e-03, eta: 1 day, 20:29:13, time: 1.678, data_time: 0.004, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8727, loss_cls: 1.2586, loss: 1.2586, grad_norm: 8.8005 2020-08-04 21:52:42,867 - mmaction - INFO - Epoch [79][540/3757] lr: 1.000e-03, eta: 1 day, 20:28:33, time: 1.913, data_time: 0.304, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8664, loss_cls: 1.2923, loss: 1.2923, grad_norm: 9.0863 2020-08-04 21:53:23,645 - mmaction - INFO - Epoch [79][560/3757] lr: 1.000e-03, eta: 1 day, 20:27:55, time: 2.037, data_time: 0.664, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8695, loss_cls: 1.2772, loss: 1.2772, grad_norm: 9.0777 2020-08-04 21:54:05,874 - mmaction - INFO - Epoch [79][580/3757] lr: 1.000e-03, eta: 1 day, 20:27:18, time: 2.119, data_time: 0.598, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8898, loss_cls: 1.2274, loss: 1.2274, grad_norm: 8.8870 2020-08-04 21:54:41,825 - mmaction - INFO - Epoch [79][600/3757] lr: 1.000e-03, eta: 1 day, 20:26:38, time: 1.797, data_time: 0.251, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8758, loss_cls: 1.2642, loss: 1.2642, grad_norm: 8.8449 2020-08-04 21:55:22,544 - mmaction - INFO - Epoch [79][620/3757] lr: 1.000e-03, eta: 1 day, 20:26:00, time: 2.029, data_time: 0.091, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8758, loss_cls: 1.2364, loss: 1.2364, grad_norm: 8.8035 2020-08-04 21:56:02,055 - mmaction - INFO - Epoch [79][640/3757] lr: 1.000e-03, eta: 1 day, 20:25:21, time: 1.982, data_time: 0.014, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2649, loss: 1.2649, grad_norm: 8.9648 2020-08-04 21:56:41,554 - mmaction - INFO - Epoch [79][660/3757] lr: 1.000e-03, eta: 1 day, 20:24:42, time: 1.972, data_time: 0.009, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8883, loss_cls: 1.2079, loss: 1.2079, grad_norm: 8.8486 2020-08-04 21:57:19,945 - mmaction - INFO - Epoch [79][680/3757] lr: 1.000e-03, eta: 1 day, 20:24:03, time: 1.923, data_time: 0.006, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.2870, loss: 1.2870, grad_norm: 8.7979 2020-08-04 21:58:00,036 - mmaction - INFO - Epoch [79][700/3757] lr: 1.000e-03, eta: 1 day, 20:23:24, time: 1.996, data_time: 0.319, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8617, loss_cls: 1.2760, loss: 1.2760, grad_norm: 8.7909 2020-08-04 21:58:36,398 - mmaction - INFO - Epoch [79][720/3757] lr: 1.000e-03, eta: 1 day, 20:22:44, time: 1.827, data_time: 0.184, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8672, loss_cls: 1.2909, loss: 1.2909, grad_norm: 8.6634 2020-08-04 21:59:15,694 - mmaction - INFO - Epoch [79][740/3757] lr: 1.000e-03, eta: 1 day, 20:22:05, time: 1.957, data_time: 0.492, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.2613, loss: 1.2613, grad_norm: 8.8709 2020-08-04 21:59:55,187 - mmaction - INFO - Epoch [79][760/3757] lr: 1.000e-03, eta: 1 day, 20:21:26, time: 1.981, data_time: 0.287, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.3068, loss: 1.3068, grad_norm: 8.8063 2020-08-04 22:00:38,011 - mmaction - INFO - Epoch [79][780/3757] lr: 1.000e-03, eta: 1 day, 20:20:50, time: 2.126, data_time: 0.011, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8836, loss_cls: 1.2217, loss: 1.2217, grad_norm: 8.6199 2020-08-04 22:01:14,937 - mmaction - INFO - Epoch [79][800/3757] lr: 1.000e-03, eta: 1 day, 20:20:10, time: 1.861, data_time: 0.077, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8875, loss_cls: 1.1923, loss: 1.1923, grad_norm: 8.5068 2020-08-04 22:01:54,818 - mmaction - INFO - Epoch [79][820/3757] lr: 1.000e-03, eta: 1 day, 20:19:31, time: 1.989, data_time: 0.009, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.3058, loss: 1.3058, grad_norm: 8.6649 2020-08-04 22:02:37,885 - mmaction - INFO - Epoch [79][840/3757] lr: 1.000e-03, eta: 1 day, 20:18:55, time: 2.154, data_time: 0.009, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.2817, loss: 1.2817, grad_norm: 8.8980 2020-08-04 22:03:17,354 - mmaction - INFO - Epoch [79][860/3757] lr: 1.000e-03, eta: 1 day, 20:18:16, time: 1.973, data_time: 0.008, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.2924, loss: 1.2924, grad_norm: 8.9526 2020-08-04 22:03:52,793 - mmaction - INFO - Epoch [79][880/3757] lr: 1.000e-03, eta: 1 day, 20:17:35, time: 1.772, data_time: 0.009, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.3215, loss: 1.3215, grad_norm: 9.1165 2020-08-04 22:04:34,140 - mmaction - INFO - Epoch [79][900/3757] lr: 1.000e-03, eta: 1 day, 20:16:57, time: 2.074, data_time: 0.010, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8602, loss_cls: 1.2295, loss: 1.2295, grad_norm: 8.3830 2020-08-04 22:05:13,249 - mmaction - INFO - Epoch [79][920/3757] lr: 1.000e-03, eta: 1 day, 20:16:18, time: 1.951, data_time: 0.007, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2604, loss: 1.2604, grad_norm: 8.5324 2020-08-04 22:05:52,377 - mmaction - INFO - Epoch [79][940/3757] lr: 1.000e-03, eta: 1 day, 20:15:39, time: 1.959, data_time: 0.008, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8859, loss_cls: 1.2095, loss: 1.2095, grad_norm: 8.6694 2020-08-04 22:06:32,553 - mmaction - INFO - Epoch [79][960/3757] lr: 1.000e-03, eta: 1 day, 20:15:01, time: 2.003, data_time: 0.009, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3386, loss: 1.3386, grad_norm: 8.8161 2020-08-04 22:07:10,065 - mmaction - INFO - Epoch [79][980/3757] lr: 1.000e-03, eta: 1 day, 20:14:21, time: 1.882, data_time: 0.009, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8742, loss_cls: 1.2486, loss: 1.2486, grad_norm: 8.6084 2020-08-04 22:07:49,104 - mmaction - INFO - Epoch [79][1000/3757] lr: 1.000e-03, eta: 1 day, 20:13:42, time: 1.946, data_time: 0.012, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8734, loss_cls: 1.2715, loss: 1.2715, grad_norm: 8.8681 2020-08-04 22:08:30,389 - mmaction - INFO - Epoch [79][1020/3757] lr: 1.000e-03, eta: 1 day, 20:13:05, time: 2.069, data_time: 0.009, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2511, loss: 1.2511, grad_norm: 8.4890 2020-08-04 22:09:07,794 - mmaction - INFO - Epoch [79][1040/3757] lr: 1.000e-03, eta: 1 day, 20:12:25, time: 1.871, data_time: 0.009, memory: 5166, top1_acc: 0.6687, top5_acc: 0.8664, loss_cls: 1.3692, loss: 1.3692, grad_norm: 9.2039 2020-08-04 22:09:49,025 - mmaction - INFO - Epoch [79][1060/3757] lr: 1.000e-03, eta: 1 day, 20:11:47, time: 2.062, data_time: 0.551, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.2954, loss: 1.2954, grad_norm: 9.1651 2020-08-04 22:10:25,014 - mmaction - INFO - Epoch [79][1080/3757] lr: 1.000e-03, eta: 1 day, 20:11:06, time: 1.795, data_time: 0.509, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8672, loss_cls: 1.3067, loss: 1.3067, grad_norm: 8.9830 2020-08-04 22:11:06,396 - mmaction - INFO - Epoch [79][1100/3757] lr: 1.000e-03, eta: 1 day, 20:10:28, time: 2.071, data_time: 1.103, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8688, loss_cls: 1.2841, loss: 1.2841, grad_norm: 8.6220 2020-08-04 22:11:45,422 - mmaction - INFO - Epoch [79][1120/3757] lr: 1.000e-03, eta: 1 day, 20:09:49, time: 1.949, data_time: 1.284, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8766, loss_cls: 1.2446, loss: 1.2446, grad_norm: 8.6214 2020-08-04 22:12:22,493 - mmaction - INFO - Epoch [79][1140/3757] lr: 1.000e-03, eta: 1 day, 20:09:09, time: 1.858, data_time: 0.667, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2449, loss: 1.2449, grad_norm: 8.6840 2020-08-04 22:12:59,369 - mmaction - INFO - Epoch [79][1160/3757] lr: 1.000e-03, eta: 1 day, 20:08:29, time: 1.839, data_time: 0.451, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8742, loss_cls: 1.2444, loss: 1.2444, grad_norm: 8.8214 2020-08-04 22:13:42,325 - mmaction - INFO - Epoch [79][1180/3757] lr: 1.000e-03, eta: 1 day, 20:07:52, time: 2.145, data_time: 1.571, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8898, loss_cls: 1.2199, loss: 1.2199, grad_norm: 8.8545 2020-08-04 22:14:19,024 - mmaction - INFO - Epoch [79][1200/3757] lr: 1.000e-03, eta: 1 day, 20:07:12, time: 1.843, data_time: 1.279, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8656, loss_cls: 1.2781, loss: 1.2781, grad_norm: 8.7286 2020-08-04 22:14:58,557 - mmaction - INFO - Epoch [79][1220/3757] lr: 1.000e-03, eta: 1 day, 20:06:33, time: 1.970, data_time: 0.566, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8727, loss_cls: 1.2636, loss: 1.2636, grad_norm: 8.8692 2020-08-04 22:15:40,893 - mmaction - INFO - Epoch [79][1240/3757] lr: 1.000e-03, eta: 1 day, 20:05:56, time: 2.123, data_time: 0.176, memory: 5166, top1_acc: 0.6609, top5_acc: 0.8438, loss_cls: 1.3665, loss: 1.3665, grad_norm: 8.9950 2020-08-04 22:16:20,665 - mmaction - INFO - Epoch [79][1260/3757] lr: 1.000e-03, eta: 1 day, 20:05:18, time: 1.982, data_time: 1.279, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2344, loss: 1.2344, grad_norm: 8.3128 2020-08-04 22:17:00,726 - mmaction - INFO - Epoch [79][1280/3757] lr: 1.000e-03, eta: 1 day, 20:04:40, time: 2.007, data_time: 1.450, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8633, loss_cls: 1.3013, loss: 1.3013, grad_norm: 8.9508 2020-08-04 22:17:38,580 - mmaction - INFO - Epoch [79][1300/3757] lr: 1.000e-03, eta: 1 day, 20:04:00, time: 1.889, data_time: 1.321, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2286, loss: 1.2286, grad_norm: 8.7880 2020-08-04 22:18:18,218 - mmaction - INFO - Epoch [79][1320/3757] lr: 1.000e-03, eta: 1 day, 20:03:21, time: 1.987, data_time: 0.817, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.2749, loss: 1.2749, grad_norm: 9.1731 2020-08-04 22:18:55,775 - mmaction - INFO - Epoch [79][1340/3757] lr: 1.000e-03, eta: 1 day, 20:02:41, time: 1.875, data_time: 0.369, memory: 5166, top1_acc: 0.6633, top5_acc: 0.8609, loss_cls: 1.3647, loss: 1.3647, grad_norm: 9.1112 2020-08-04 22:19:36,428 - mmaction - INFO - Epoch [79][1360/3757] lr: 1.000e-03, eta: 1 day, 20:02:03, time: 2.037, data_time: 0.163, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8719, loss_cls: 1.2601, loss: 1.2601, grad_norm: 8.8546 2020-08-04 22:20:16,605 - mmaction - INFO - Epoch [79][1380/3757] lr: 1.000e-03, eta: 1 day, 20:01:25, time: 2.003, data_time: 0.008, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8625, loss_cls: 1.2958, loss: 1.2958, grad_norm: 8.8953 2020-08-04 22:20:50,284 - mmaction - INFO - Epoch [79][1400/3757] lr: 1.000e-03, eta: 1 day, 20:00:43, time: 1.690, data_time: 0.042, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8898, loss_cls: 1.1414, loss: 1.1414, grad_norm: 8.6058 2020-08-04 22:21:30,613 - mmaction - INFO - Epoch [79][1420/3757] lr: 1.000e-03, eta: 1 day, 20:00:05, time: 2.014, data_time: 0.952, memory: 5166, top1_acc: 0.6602, top5_acc: 0.8656, loss_cls: 1.3647, loss: 1.3647, grad_norm: 9.2611 2020-08-04 22:22:05,982 - mmaction - INFO - Epoch [79][1440/3757] lr: 1.000e-03, eta: 1 day, 19:59:23, time: 1.768, data_time: 0.619, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2386, loss: 1.2386, grad_norm: 8.7021 2020-08-04 22:22:45,987 - mmaction - INFO - Epoch [79][1460/3757] lr: 1.000e-03, eta: 1 day, 19:58:45, time: 1.997, data_time: 0.090, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2626, loss: 1.2626, grad_norm: 8.7227 2020-08-04 22:23:27,684 - mmaction - INFO - Epoch [79][1480/3757] lr: 1.000e-03, eta: 1 day, 19:58:08, time: 2.090, data_time: 0.331, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8766, loss_cls: 1.2210, loss: 1.2210, grad_norm: 8.7815 2020-08-04 22:24:07,504 - mmaction - INFO - Epoch [79][1500/3757] lr: 1.000e-03, eta: 1 day, 19:57:29, time: 1.991, data_time: 0.429, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2563, loss: 1.2563, grad_norm: 8.7661 2020-08-04 22:24:49,027 - mmaction - INFO - Epoch [79][1520/3757] lr: 1.000e-03, eta: 1 day, 19:56:52, time: 2.077, data_time: 0.434, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8742, loss_cls: 1.2208, loss: 1.2208, grad_norm: 8.6920 2020-08-04 22:25:22,652 - mmaction - INFO - Epoch [79][1540/3757] lr: 1.000e-03, eta: 1 day, 19:56:09, time: 1.677, data_time: 0.008, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.2424, loss: 1.2424, grad_norm: 8.5253 2020-08-04 22:26:06,003 - mmaction - INFO - Epoch [79][1560/3757] lr: 1.000e-03, eta: 1 day, 19:55:33, time: 2.171, data_time: 0.008, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8586, loss_cls: 1.3162, loss: 1.3162, grad_norm: 8.7506 2020-08-04 22:26:44,558 - mmaction - INFO - Epoch [79][1580/3757] lr: 1.000e-03, eta: 1 day, 19:54:54, time: 1.927, data_time: 0.009, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8797, loss_cls: 1.2601, loss: 1.2601, grad_norm: 8.9675 2020-08-04 22:27:20,923 - mmaction - INFO - Epoch [79][1600/3757] lr: 1.000e-03, eta: 1 day, 19:54:13, time: 1.817, data_time: 0.021, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8672, loss_cls: 1.2718, loss: 1.2718, grad_norm: 9.0281 2020-08-04 22:28:00,987 - mmaction - INFO - Epoch [79][1620/3757] lr: 1.000e-03, eta: 1 day, 19:53:35, time: 2.000, data_time: 0.026, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2778, loss: 1.2778, grad_norm: 8.9811 2020-08-04 22:28:41,453 - mmaction - INFO - Epoch [79][1640/3757] lr: 1.000e-03, eta: 1 day, 19:52:57, time: 2.030, data_time: 0.009, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3868, loss: 1.3868, grad_norm: 9.2318 2020-08-04 22:29:17,654 - mmaction - INFO - Epoch [79][1660/3757] lr: 1.000e-03, eta: 1 day, 19:52:16, time: 1.806, data_time: 0.013, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8797, loss_cls: 1.2569, loss: 1.2569, grad_norm: 8.9322 2020-08-04 22:29:58,869 - mmaction - INFO - Epoch [79][1680/3757] lr: 1.000e-03, eta: 1 day, 19:51:38, time: 2.064, data_time: 0.372, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2495, loss: 1.2495, grad_norm: 8.7844 2020-08-04 22:30:39,378 - mmaction - INFO - Epoch [79][1700/3757] lr: 1.000e-03, eta: 1 day, 19:51:00, time: 2.018, data_time: 0.014, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8758, loss_cls: 1.2507, loss: 1.2507, grad_norm: 8.7613 2020-08-04 22:31:16,159 - mmaction - INFO - Epoch [79][1720/3757] lr: 1.000e-03, eta: 1 day, 19:50:20, time: 1.847, data_time: 0.012, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8648, loss_cls: 1.3088, loss: 1.3088, grad_norm: 9.2415 2020-08-04 22:31:56,974 - mmaction - INFO - Epoch [79][1740/3757] lr: 1.000e-03, eta: 1 day, 19:49:42, time: 2.033, data_time: 0.008, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8688, loss_cls: 1.3011, loss: 1.3011, grad_norm: 9.2725 2020-08-04 22:32:39,030 - mmaction - INFO - Epoch [79][1760/3757] lr: 1.000e-03, eta: 1 day, 19:49:05, time: 2.104, data_time: 0.010, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8586, loss_cls: 1.3225, loss: 1.3225, grad_norm: 9.0904 2020-08-04 22:33:17,895 - mmaction - INFO - Epoch [79][1780/3757] lr: 1.000e-03, eta: 1 day, 19:48:26, time: 1.946, data_time: 0.010, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8742, loss_cls: 1.2231, loss: 1.2231, grad_norm: 8.8581 2020-08-04 22:33:57,893 - mmaction - INFO - Epoch [79][1800/3757] lr: 1.000e-03, eta: 1 day, 19:47:47, time: 1.999, data_time: 0.009, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8711, loss_cls: 1.2911, loss: 1.2911, grad_norm: 9.1465 2020-08-04 22:34:36,979 - mmaction - INFO - Epoch [79][1820/3757] lr: 1.000e-03, eta: 1 day, 19:47:08, time: 1.949, data_time: 0.006, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8641, loss_cls: 1.3310, loss: 1.3310, grad_norm: 9.0108 2020-08-04 22:35:14,646 - mmaction - INFO - Epoch [79][1840/3757] lr: 1.000e-03, eta: 1 day, 19:46:29, time: 1.888, data_time: 0.010, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8781, loss_cls: 1.3009, loss: 1.3009, grad_norm: 9.0842 2020-08-04 22:35:53,812 - mmaction - INFO - Epoch [79][1860/3757] lr: 1.000e-03, eta: 1 day, 19:45:50, time: 1.961, data_time: 0.020, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8648, loss_cls: 1.3183, loss: 1.3183, grad_norm: 9.1179 2020-08-04 22:36:32,499 - mmaction - INFO - Epoch [79][1880/3757] lr: 1.000e-03, eta: 1 day, 19:45:11, time: 1.934, data_time: 0.008, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8719, loss_cls: 1.3090, loss: 1.3090, grad_norm: 9.0578 2020-08-04 22:37:12,786 - mmaction - INFO - Epoch [79][1900/3757] lr: 1.000e-03, eta: 1 day, 19:44:32, time: 2.015, data_time: 0.003, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8742, loss_cls: 1.2538, loss: 1.2538, grad_norm: 8.7012 2020-08-04 22:37:52,342 - mmaction - INFO - Epoch [79][1920/3757] lr: 1.000e-03, eta: 1 day, 19:43:54, time: 1.978, data_time: 0.008, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.2593, loss: 1.2593, grad_norm: 8.9038 2020-08-04 22:38:30,546 - mmaction - INFO - Epoch [79][1940/3757] lr: 1.000e-03, eta: 1 day, 19:43:14, time: 1.909, data_time: 0.003, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.1836, loss: 1.1836, grad_norm: 8.5412 2020-08-04 22:39:11,341 - mmaction - INFO - Epoch [79][1960/3757] lr: 1.000e-03, eta: 1 day, 19:42:36, time: 2.035, data_time: 0.009, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.2726, loss: 1.2726, grad_norm: 9.1690 2020-08-04 22:39:49,734 - mmaction - INFO - Epoch [79][1980/3757] lr: 1.000e-03, eta: 1 day, 19:41:57, time: 1.927, data_time: 0.010, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.2318, loss: 1.2318, grad_norm: 8.8960 2020-08-04 22:40:30,425 - mmaction - INFO - Epoch [79][2000/3757] lr: 1.000e-03, eta: 1 day, 19:41:19, time: 2.028, data_time: 0.007, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8742, loss_cls: 1.2630, loss: 1.2630, grad_norm: 8.7733 2020-08-04 22:41:08,140 - mmaction - INFO - Epoch [79][2020/3757] lr: 1.000e-03, eta: 1 day, 19:40:39, time: 1.892, data_time: 0.020, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8734, loss_cls: 1.2847, loss: 1.2847, grad_norm: 8.9538 2020-08-04 22:41:48,489 - mmaction - INFO - Epoch [79][2040/3757] lr: 1.000e-03, eta: 1 day, 19:40:01, time: 2.012, data_time: 0.029, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8672, loss_cls: 1.2602, loss: 1.2602, grad_norm: 8.8227 2020-08-04 22:42:27,888 - mmaction - INFO - Epoch [79][2060/3757] lr: 1.000e-03, eta: 1 day, 19:39:22, time: 1.975, data_time: 0.011, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2683, loss: 1.2683, grad_norm: 8.7194 2020-08-04 22:43:06,004 - mmaction - INFO - Epoch [79][2080/3757] lr: 1.000e-03, eta: 1 day, 19:38:43, time: 1.905, data_time: 0.018, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8883, loss_cls: 1.2484, loss: 1.2484, grad_norm: 9.2648 2020-08-04 22:43:47,571 - mmaction - INFO - Epoch [79][2100/3757] lr: 1.000e-03, eta: 1 day, 19:38:05, time: 2.077, data_time: 0.010, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8844, loss_cls: 1.1720, loss: 1.1720, grad_norm: 8.6237 2020-08-04 22:44:27,541 - mmaction - INFO - Epoch [79][2120/3757] lr: 1.000e-03, eta: 1 day, 19:37:27, time: 1.997, data_time: 0.005, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8680, loss_cls: 1.2867, loss: 1.2867, grad_norm: 8.8743 2020-08-04 22:45:05,963 - mmaction - INFO - Epoch [79][2140/3757] lr: 1.000e-03, eta: 1 day, 19:36:48, time: 1.925, data_time: 0.011, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8781, loss_cls: 1.2737, loss: 1.2737, grad_norm: 8.9829 2020-08-04 22:45:46,287 - mmaction - INFO - Epoch [79][2160/3757] lr: 1.000e-03, eta: 1 day, 19:36:09, time: 2.016, data_time: 0.003, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2892, loss: 1.2892, grad_norm: 8.8589 2020-08-04 22:46:22,195 - mmaction - INFO - Epoch [79][2180/3757] lr: 1.000e-03, eta: 1 day, 19:35:28, time: 1.789, data_time: 0.008, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8758, loss_cls: 1.2622, loss: 1.2622, grad_norm: 8.9629 2020-08-04 22:47:05,125 - mmaction - INFO - Epoch [79][2200/3757] lr: 1.000e-03, eta: 1 day, 19:34:52, time: 2.153, data_time: 0.215, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.3368, loss: 1.3368, grad_norm: 8.8891 2020-08-04 22:47:40,083 - mmaction - INFO - Epoch [79][2220/3757] lr: 1.000e-03, eta: 1 day, 19:34:10, time: 1.746, data_time: 0.104, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2663, loss: 1.2663, grad_norm: 8.9775 2020-08-04 22:48:20,715 - mmaction - INFO - Epoch [79][2240/3757] lr: 1.000e-03, eta: 1 day, 19:33:32, time: 2.032, data_time: 0.409, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.1969, loss: 1.1969, grad_norm: 8.2722 2020-08-04 22:48:59,917 - mmaction - INFO - Epoch [79][2260/3757] lr: 1.000e-03, eta: 1 day, 19:32:53, time: 1.961, data_time: 0.632, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.2569, loss: 1.2569, grad_norm: 8.8310 2020-08-04 22:49:37,084 - mmaction - INFO - Epoch [79][2280/3757] lr: 1.000e-03, eta: 1 day, 19:32:13, time: 1.858, data_time: 0.288, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8805, loss_cls: 1.2433, loss: 1.2433, grad_norm: 8.5821 2020-08-04 22:50:17,859 - mmaction - INFO - Epoch [79][2300/3757] lr: 1.000e-03, eta: 1 day, 19:31:35, time: 2.037, data_time: 0.264, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8711, loss_cls: 1.2341, loss: 1.2341, grad_norm: 8.9006 2020-08-04 22:50:57,622 - mmaction - INFO - Epoch [79][2320/3757] lr: 1.000e-03, eta: 1 day, 19:30:57, time: 1.989, data_time: 0.341, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8703, loss_cls: 1.2591, loss: 1.2591, grad_norm: 8.8224 2020-08-04 22:51:35,299 - mmaction - INFO - Epoch [79][2340/3757] lr: 1.000e-03, eta: 1 day, 19:30:17, time: 1.879, data_time: 0.500, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.2608, loss: 1.2608, grad_norm: 8.6214 2020-08-04 22:52:15,462 - mmaction - INFO - Epoch [79][2360/3757] lr: 1.000e-03, eta: 1 day, 19:29:39, time: 2.016, data_time: 0.354, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.2164, loss: 1.2164, grad_norm: 9.0088 2020-08-04 22:52:53,019 - mmaction - INFO - Epoch [79][2380/3757] lr: 1.000e-03, eta: 1 day, 19:28:59, time: 1.877, data_time: 0.002, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8828, loss_cls: 1.2800, loss: 1.2800, grad_norm: 9.0606 2020-08-04 22:53:31,567 - mmaction - INFO - Epoch [79][2400/3757] lr: 1.000e-03, eta: 1 day, 19:28:20, time: 1.925, data_time: 0.012, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.3378, loss: 1.3378, grad_norm: 8.8317 2020-08-04 22:54:11,550 - mmaction - INFO - Epoch [79][2420/3757] lr: 1.000e-03, eta: 1 day, 19:27:41, time: 1.998, data_time: 0.007, memory: 5166, top1_acc: 0.6516, top5_acc: 0.8344, loss_cls: 1.4744, loss: 1.4744, grad_norm: 9.3091 2020-08-04 22:54:51,942 - mmaction - INFO - Epoch [79][2440/3757] lr: 1.000e-03, eta: 1 day, 19:27:03, time: 2.015, data_time: 0.012, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8672, loss_cls: 1.2572, loss: 1.2572, grad_norm: 8.7197 2020-08-04 22:55:31,052 - mmaction - INFO - Epoch [79][2460/3757] lr: 1.000e-03, eta: 1 day, 19:26:24, time: 1.957, data_time: 0.047, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8828, loss_cls: 1.2317, loss: 1.2317, grad_norm: 8.7168 2020-08-04 22:56:08,840 - mmaction - INFO - Epoch [79][2480/3757] lr: 1.000e-03, eta: 1 day, 19:25:44, time: 1.897, data_time: 0.009, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8719, loss_cls: 1.2822, loss: 1.2822, grad_norm: 8.9434 2020-08-04 22:56:50,074 - mmaction - INFO - Epoch [79][2500/3757] lr: 1.000e-03, eta: 1 day, 19:25:07, time: 2.053, data_time: 0.008, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8406, loss_cls: 1.4091, loss: 1.4091, grad_norm: 9.0015 2020-08-04 22:57:25,643 - mmaction - INFO - Epoch [79][2520/3757] lr: 1.000e-03, eta: 1 day, 19:24:26, time: 1.785, data_time: 0.375, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2437, loss: 1.2437, grad_norm: 8.8657 2020-08-04 22:58:05,116 - mmaction - INFO - Epoch [79][2540/3757] lr: 1.000e-03, eta: 1 day, 19:23:47, time: 1.969, data_time: 0.625, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8477, loss_cls: 1.3596, loss: 1.3596, grad_norm: 8.7532 2020-08-04 22:58:46,615 - mmaction - INFO - Epoch [79][2560/3757] lr: 1.000e-03, eta: 1 day, 19:23:09, time: 2.080, data_time: 1.114, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8664, loss_cls: 1.3229, loss: 1.3229, grad_norm: 8.8931 2020-08-04 22:59:25,117 - mmaction - INFO - Epoch [79][2580/3757] lr: 1.000e-03, eta: 1 day, 19:22:30, time: 1.920, data_time: 1.125, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3105, loss: 1.3105, grad_norm: 9.0321 2020-08-04 23:00:01,554 - mmaction - INFO - Epoch [79][2600/3757] lr: 1.000e-03, eta: 1 day, 19:21:50, time: 1.827, data_time: 0.161, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8711, loss_cls: 1.3088, loss: 1.3088, grad_norm: 8.9697 2020-08-04 23:00:44,091 - mmaction - INFO - Epoch [79][2620/3757] lr: 1.000e-03, eta: 1 day, 19:21:13, time: 2.110, data_time: 0.009, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8688, loss_cls: 1.3186, loss: 1.3186, grad_norm: 9.2316 2020-08-04 23:01:22,695 - mmaction - INFO - Epoch [79][2640/3757] lr: 1.000e-03, eta: 1 day, 19:20:34, time: 1.949, data_time: 0.030, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2764, loss: 1.2764, grad_norm: 8.9500 2020-08-04 23:02:02,732 - mmaction - INFO - Epoch [79][2660/3757] lr: 1.000e-03, eta: 1 day, 19:19:55, time: 1.992, data_time: 0.008, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8711, loss_cls: 1.2524, loss: 1.2524, grad_norm: 8.8760 2020-08-04 23:02:42,863 - mmaction - INFO - Epoch [79][2680/3757] lr: 1.000e-03, eta: 1 day, 19:19:17, time: 2.013, data_time: 0.359, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8633, loss_cls: 1.2987, loss: 1.2987, grad_norm: 9.0265 2020-08-04 23:03:26,128 - mmaction - INFO - Epoch [79][2700/3757] lr: 1.000e-03, eta: 1 day, 19:18:40, time: 2.162, data_time: 0.201, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3099, loss: 1.3099, grad_norm: 8.9175 2020-08-04 23:04:02,530 - mmaction - INFO - Epoch [79][2720/3757] lr: 1.000e-03, eta: 1 day, 19:18:00, time: 1.822, data_time: 0.012, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8641, loss_cls: 1.2956, loss: 1.2956, grad_norm: 8.5734 2020-08-04 23:04:39,757 - mmaction - INFO - Epoch [79][2740/3757] lr: 1.000e-03, eta: 1 day, 19:17:20, time: 1.865, data_time: 0.112, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8758, loss_cls: 1.2952, loss: 1.2952, grad_norm: 8.8084 2020-08-04 23:05:21,187 - mmaction - INFO - Epoch [79][2760/3757] lr: 1.000e-03, eta: 1 day, 19:16:42, time: 2.064, data_time: 0.789, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2957, loss: 1.2957, grad_norm: 8.8096 2020-08-04 23:05:57,334 - mmaction - INFO - Epoch [79][2780/3757] lr: 1.000e-03, eta: 1 day, 19:16:01, time: 1.807, data_time: 1.229, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.2192, loss: 1.2192, grad_norm: 8.6824 2020-08-04 23:06:38,821 - mmaction - INFO - Epoch [79][2800/3757] lr: 1.000e-03, eta: 1 day, 19:15:24, time: 2.080, data_time: 0.698, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8906, loss_cls: 1.2041, loss: 1.2041, grad_norm: 8.7484 2020-08-04 23:07:14,030 - mmaction - INFO - Epoch [79][2820/3757] lr: 1.000e-03, eta: 1 day, 19:14:43, time: 1.761, data_time: 0.716, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8938, loss_cls: 1.1841, loss: 1.1841, grad_norm: 8.7159 2020-08-04 23:07:49,498 - mmaction - INFO - Epoch [79][2840/3757] lr: 1.000e-03, eta: 1 day, 19:14:02, time: 1.771, data_time: 0.823, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.2576, loss: 1.2576, grad_norm: 8.8260 2020-08-04 23:08:31,894 - mmaction - INFO - Epoch [79][2860/3757] lr: 1.000e-03, eta: 1 day, 19:13:25, time: 2.121, data_time: 0.946, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8531, loss_cls: 1.2965, loss: 1.2965, grad_norm: 8.8574 2020-08-04 23:09:12,531 - mmaction - INFO - Epoch [79][2880/3757] lr: 1.000e-03, eta: 1 day, 19:12:46, time: 2.030, data_time: 0.122, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.2202, loss: 1.2202, grad_norm: 8.6057 2020-08-04 23:09:50,349 - mmaction - INFO - Epoch [79][2900/3757] lr: 1.000e-03, eta: 1 day, 19:12:07, time: 1.889, data_time: 0.026, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8797, loss_cls: 1.2647, loss: 1.2647, grad_norm: 9.1081 2020-08-04 23:10:30,443 - mmaction - INFO - Epoch [79][2920/3757] lr: 1.000e-03, eta: 1 day, 19:11:28, time: 2.003, data_time: 0.444, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8648, loss_cls: 1.2508, loss: 1.2508, grad_norm: 8.6449 2020-08-04 23:11:08,508 - mmaction - INFO - Epoch [79][2940/3757] lr: 1.000e-03, eta: 1 day, 19:10:49, time: 1.910, data_time: 0.760, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8758, loss_cls: 1.2607, loss: 1.2607, grad_norm: 8.7239 2020-08-04 23:11:47,338 - mmaction - INFO - Epoch [79][2960/3757] lr: 1.000e-03, eta: 1 day, 19:10:10, time: 1.936, data_time: 0.538, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8578, loss_cls: 1.2897, loss: 1.2897, grad_norm: 8.7363 2020-08-04 23:12:25,878 - mmaction - INFO - Epoch [79][2980/3757] lr: 1.000e-03, eta: 1 day, 19:09:31, time: 1.931, data_time: 0.098, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8836, loss_cls: 1.2332, loss: 1.2332, grad_norm: 8.7165 2020-08-04 23:13:02,237 - mmaction - INFO - Epoch [79][3000/3757] lr: 1.000e-03, eta: 1 day, 19:08:50, time: 1.817, data_time: 0.064, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.2739, loss: 1.2739, grad_norm: 8.7929 2020-08-04 23:13:43,516 - mmaction - INFO - Epoch [79][3020/3757] lr: 1.000e-03, eta: 1 day, 19:08:12, time: 2.066, data_time: 0.014, memory: 5166, top1_acc: 0.6500, top5_acc: 0.8492, loss_cls: 1.3857, loss: 1.3857, grad_norm: 9.1677 2020-08-04 23:14:20,507 - mmaction - INFO - Epoch [79][3040/3757] lr: 1.000e-03, eta: 1 day, 19:07:32, time: 1.851, data_time: 0.004, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8758, loss_cls: 1.2325, loss: 1.2325, grad_norm: 8.4259 2020-08-04 23:14:57,356 - mmaction - INFO - Epoch [79][3060/3757] lr: 1.000e-03, eta: 1 day, 19:06:52, time: 1.834, data_time: 0.008, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8805, loss_cls: 1.2706, loss: 1.2706, grad_norm: 9.0308 2020-08-04 23:15:38,866 - mmaction - INFO - Epoch [79][3080/3757] lr: 1.000e-03, eta: 1 day, 19:06:14, time: 2.083, data_time: 0.011, memory: 5166, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3474, loss: 1.3474, grad_norm: 9.0562 2020-08-04 23:16:21,680 - mmaction - INFO - Epoch [79][3100/3757] lr: 1.000e-03, eta: 1 day, 19:05:38, time: 2.142, data_time: 0.008, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8609, loss_cls: 1.2795, loss: 1.2795, grad_norm: 8.6024 2020-08-04 23:17:00,519 - mmaction - INFO - Epoch [79][3120/3757] lr: 1.000e-03, eta: 1 day, 19:04:58, time: 1.942, data_time: 0.004, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8781, loss_cls: 1.2469, loss: 1.2469, grad_norm: 8.8055 2020-08-04 23:17:43,339 - mmaction - INFO - Epoch [79][3140/3757] lr: 1.000e-03, eta: 1 day, 19:04:22, time: 2.142, data_time: 0.008, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8617, loss_cls: 1.3166, loss: 1.3166, grad_norm: 9.1660 2020-08-04 23:18:19,502 - mmaction - INFO - Epoch [79][3160/3757] lr: 1.000e-03, eta: 1 day, 19:03:41, time: 1.808, data_time: 0.008, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8641, loss_cls: 1.3042, loss: 1.3042, grad_norm: 8.8095 2020-08-04 23:18:53,562 - mmaction - INFO - Epoch [79][3180/3757] lr: 1.000e-03, eta: 1 day, 19:02:59, time: 1.703, data_time: 0.125, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8734, loss_cls: 1.2764, loss: 1.2764, grad_norm: 8.8356 2020-08-04 23:19:34,906 - mmaction - INFO - Epoch [79][3200/3757] lr: 1.000e-03, eta: 1 day, 19:02:21, time: 2.061, data_time: 0.112, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2464, loss: 1.2464, grad_norm: 8.8288 2020-08-04 23:20:15,489 - mmaction - INFO - Epoch [79][3220/3757] lr: 1.000e-03, eta: 1 day, 19:01:43, time: 2.024, data_time: 0.041, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8703, loss_cls: 1.3241, loss: 1.3241, grad_norm: 8.6798 2020-08-04 23:20:58,375 - mmaction - INFO - Epoch [79][3240/3757] lr: 1.000e-03, eta: 1 day, 19:01:07, time: 2.155, data_time: 0.084, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2503, loss: 1.2503, grad_norm: 8.4650 2020-08-04 23:21:35,096 - mmaction - INFO - Epoch [79][3260/3757] lr: 1.000e-03, eta: 1 day, 19:00:26, time: 1.829, data_time: 0.092, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8695, loss_cls: 1.2933, loss: 1.2933, grad_norm: 8.8549 2020-08-04 23:22:16,831 - mmaction - INFO - Epoch [79][3280/3757] lr: 1.000e-03, eta: 1 day, 18:59:49, time: 2.093, data_time: 0.010, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8812, loss_cls: 1.2834, loss: 1.2834, grad_norm: 9.0563 2020-08-04 23:22:56,264 - mmaction - INFO - Epoch [79][3300/3757] lr: 1.000e-03, eta: 1 day, 18:59:10, time: 1.968, data_time: 0.009, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8555, loss_cls: 1.3575, loss: 1.3575, grad_norm: 8.8589 2020-08-04 23:23:34,096 - mmaction - INFO - Epoch [79][3320/3757] lr: 1.000e-03, eta: 1 day, 18:58:30, time: 1.888, data_time: 0.007, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8867, loss_cls: 1.2158, loss: 1.2158, grad_norm: 8.7695 2020-08-04 23:24:16,790 - mmaction - INFO - Epoch [79][3340/3757] lr: 1.000e-03, eta: 1 day, 18:57:54, time: 2.143, data_time: 0.011, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8750, loss_cls: 1.2604, loss: 1.2604, grad_norm: 8.8574 2020-08-04 23:24:54,425 - mmaction - INFO - Epoch [79][3360/3757] lr: 1.000e-03, eta: 1 day, 18:57:14, time: 1.876, data_time: 0.006, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8672, loss_cls: 1.3199, loss: 1.3199, grad_norm: 9.3206 2020-08-04 23:25:34,607 - mmaction - INFO - Epoch [79][3380/3757] lr: 1.000e-03, eta: 1 day, 18:56:36, time: 2.012, data_time: 0.008, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8688, loss_cls: 1.3092, loss: 1.3092, grad_norm: 9.1230 2020-08-04 23:26:12,019 - mmaction - INFO - Epoch [79][3400/3757] lr: 1.000e-03, eta: 1 day, 18:55:56, time: 1.872, data_time: 0.007, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8633, loss_cls: 1.2933, loss: 1.2933, grad_norm: 8.9779 2020-08-04 23:26:51,618 - mmaction - INFO - Epoch [79][3420/3757] lr: 1.000e-03, eta: 1 day, 18:55:17, time: 1.977, data_time: 0.094, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.3113, loss: 1.3113, grad_norm: 8.8153 2020-08-04 23:27:31,089 - mmaction - INFO - Epoch [79][3440/3757] lr: 1.000e-03, eta: 1 day, 18:54:38, time: 1.973, data_time: 0.007, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8586, loss_cls: 1.2954, loss: 1.2954, grad_norm: 9.1536 2020-08-04 23:28:09,939 - mmaction - INFO - Epoch [79][3460/3757] lr: 1.000e-03, eta: 1 day, 18:53:59, time: 1.946, data_time: 0.008, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8492, loss_cls: 1.3152, loss: 1.3152, grad_norm: 8.9774 2020-08-04 23:28:49,738 - mmaction - INFO - Epoch [79][3480/3757] lr: 1.000e-03, eta: 1 day, 18:53:21, time: 1.985, data_time: 0.008, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8703, loss_cls: 1.2808, loss: 1.2808, grad_norm: 8.8671 2020-08-04 23:29:28,129 - mmaction - INFO - Epoch [79][3500/3757] lr: 1.000e-03, eta: 1 day, 18:52:41, time: 1.923, data_time: 0.018, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.2375, loss: 1.2375, grad_norm: 8.3330 2020-08-04 23:30:12,937 - mmaction - INFO - Epoch [79][3520/3757] lr: 1.000e-03, eta: 1 day, 18:52:06, time: 2.235, data_time: 0.039, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8805, loss_cls: 1.2580, loss: 1.2580, grad_norm: 9.1683 2020-08-04 23:30:45,811 - mmaction - INFO - Epoch [79][3540/3757] lr: 1.000e-03, eta: 1 day, 18:51:23, time: 1.652, data_time: 0.020, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8672, loss_cls: 1.2664, loss: 1.2664, grad_norm: 8.6681 2020-08-04 23:31:27,273 - mmaction - INFO - Epoch [79][3560/3757] lr: 1.000e-03, eta: 1 day, 18:50:45, time: 2.064, data_time: 0.098, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8766, loss_cls: 1.3263, loss: 1.3263, grad_norm: 9.0687 2020-08-04 23:32:09,800 - mmaction - INFO - Epoch [79][3580/3757] lr: 1.000e-03, eta: 1 day, 18:50:09, time: 2.129, data_time: 0.017, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8664, loss_cls: 1.2989, loss: 1.2989, grad_norm: 8.9236 2020-08-04 23:32:47,445 - mmaction - INFO - Epoch [79][3600/3757] lr: 1.000e-03, eta: 1 day, 18:49:29, time: 1.889, data_time: 0.009, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8711, loss_cls: 1.2376, loss: 1.2376, grad_norm: 8.7602 2020-08-04 23:33:26,608 - mmaction - INFO - Epoch [79][3620/3757] lr: 1.000e-03, eta: 1 day, 18:48:50, time: 1.957, data_time: 0.007, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8883, loss_cls: 1.2116, loss: 1.2116, grad_norm: 9.0774 2020-08-04 23:34:08,258 - mmaction - INFO - Epoch [79][3640/3757] lr: 1.000e-03, eta: 1 day, 18:48:12, time: 2.082, data_time: 0.003, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.2484, loss: 1.2484, grad_norm: 8.9758 2020-08-04 23:34:42,347 - mmaction - INFO - Epoch [79][3660/3757] lr: 1.000e-03, eta: 1 day, 18:47:31, time: 1.700, data_time: 0.009, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.2858, loss: 1.2858, grad_norm: 9.3495 2020-08-04 23:35:19,313 - mmaction - INFO - Epoch [79][3680/3757] lr: 1.000e-03, eta: 1 day, 18:46:50, time: 1.851, data_time: 0.079, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8609, loss_cls: 1.2934, loss: 1.2934, grad_norm: 8.9688 2020-08-04 23:36:00,487 - mmaction - INFO - Epoch [79][3700/3757] lr: 1.000e-03, eta: 1 day, 18:46:13, time: 2.060, data_time: 0.015, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3295, loss: 1.3295, grad_norm: 9.0028 2020-08-04 23:36:42,249 - mmaction - INFO - Epoch [79][3720/3757] lr: 1.000e-03, eta: 1 day, 18:45:35, time: 2.088, data_time: 0.011, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8719, loss_cls: 1.3389, loss: 1.3389, grad_norm: 9.1463 2020-08-04 23:37:24,298 - mmaction - INFO - Epoch [79][3740/3757] lr: 1.000e-03, eta: 1 day, 18:44:58, time: 2.101, data_time: 0.012, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8820, loss_cls: 1.2120, loss: 1.2120, grad_norm: 8.6929 2020-08-04 23:37:46,776 - mmaction - INFO - Saving checkpoint at 79 epochs 2020-08-04 23:38:45,024 - mmaction - INFO - Epoch [80][20/3757] lr: 1.000e-03, eta: 1 day, 18:43:37, time: 2.849, data_time: 0.884, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.2171, loss: 1.2171, grad_norm: 8.6982 2020-08-04 23:39:22,512 - mmaction - INFO - Epoch [80][40/3757] lr: 1.000e-03, eta: 1 day, 18:42:57, time: 1.868, data_time: 0.052, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.2286, loss: 1.2286, grad_norm: 8.7404 2020-08-04 23:40:02,900 - mmaction - INFO - Epoch [80][60/3757] lr: 1.000e-03, eta: 1 day, 18:42:19, time: 2.022, data_time: 0.019, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.2176, loss: 1.2176, grad_norm: 8.6343 2020-08-04 23:40:41,646 - mmaction - INFO - Epoch [80][80/3757] lr: 1.000e-03, eta: 1 day, 18:41:40, time: 1.941, data_time: 0.374, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8969, loss_cls: 1.1497, loss: 1.1497, grad_norm: 8.4667 2020-08-04 23:41:20,909 - mmaction - INFO - Epoch [80][100/3757] lr: 1.000e-03, eta: 1 day, 18:41:01, time: 1.959, data_time: 0.696, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.3141, loss: 1.3141, grad_norm: 8.8612 2020-08-04 23:42:00,138 - mmaction - INFO - Epoch [80][120/3757] lr: 1.000e-03, eta: 1 day, 18:40:22, time: 1.959, data_time: 1.329, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8766, loss_cls: 1.2690, loss: 1.2690, grad_norm: 9.1302 2020-08-04 23:42:37,762 - mmaction - INFO - Epoch [80][140/3757] lr: 1.000e-03, eta: 1 day, 18:39:42, time: 1.882, data_time: 1.301, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2519, loss: 1.2519, grad_norm: 8.8777 2020-08-04 23:43:17,148 - mmaction - INFO - Epoch [80][160/3757] lr: 1.000e-03, eta: 1 day, 18:39:03, time: 1.973, data_time: 1.408, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.2076, loss: 1.2076, grad_norm: 8.8561 2020-08-04 23:43:56,335 - mmaction - INFO - Epoch [80][180/3757] lr: 1.000e-03, eta: 1 day, 18:38:25, time: 1.962, data_time: 0.770, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8734, loss_cls: 1.2642, loss: 1.2642, grad_norm: 9.0940 2020-08-04 23:44:35,061 - mmaction - INFO - Epoch [80][200/3757] lr: 1.000e-03, eta: 1 day, 18:37:45, time: 1.928, data_time: 0.181, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8797, loss_cls: 1.2209, loss: 1.2209, grad_norm: 8.6368 2020-08-04 23:45:15,119 - mmaction - INFO - Epoch [80][220/3757] lr: 1.000e-03, eta: 1 day, 18:37:07, time: 2.008, data_time: 0.011, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8719, loss_cls: 1.2910, loss: 1.2910, grad_norm: 8.7663 2020-08-04 23:45:53,911 - mmaction - INFO - Epoch [80][240/3757] lr: 1.000e-03, eta: 1 day, 18:36:28, time: 1.942, data_time: 0.008, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.2947, loss: 1.2947, grad_norm: 8.8392 2020-08-04 23:46:34,053 - mmaction - INFO - Epoch [80][260/3757] lr: 1.000e-03, eta: 1 day, 18:35:50, time: 2.004, data_time: 0.014, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.2975, loss: 1.2975, grad_norm: 9.1239 2020-08-04 23:47:13,790 - mmaction - INFO - Epoch [80][280/3757] lr: 1.000e-03, eta: 1 day, 18:35:11, time: 1.989, data_time: 0.005, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8781, loss_cls: 1.2612, loss: 1.2612, grad_norm: 8.7667 2020-08-04 23:47:55,884 - mmaction - INFO - Epoch [80][300/3757] lr: 1.000e-03, eta: 1 day, 18:34:34, time: 2.098, data_time: 0.009, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8844, loss_cls: 1.1866, loss: 1.1866, grad_norm: 8.4053 2020-08-04 23:48:33,734 - mmaction - INFO - Epoch [80][320/3757] lr: 1.000e-03, eta: 1 day, 18:33:54, time: 1.900, data_time: 0.010, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8781, loss_cls: 1.2483, loss: 1.2483, grad_norm: 8.6262 2020-08-04 23:49:11,943 - mmaction - INFO - Epoch [80][340/3757] lr: 1.000e-03, eta: 1 day, 18:33:15, time: 1.905, data_time: 0.038, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2426, loss: 1.2426, grad_norm: 8.7875 2020-08-04 23:49:55,011 - mmaction - INFO - Epoch [80][360/3757] lr: 1.000e-03, eta: 1 day, 18:32:38, time: 2.158, data_time: 0.048, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.2060, loss: 1.2060, grad_norm: 8.5968 2020-08-04 23:50:30,387 - mmaction - INFO - Epoch [80][380/3757] lr: 1.000e-03, eta: 1 day, 18:31:57, time: 1.757, data_time: 0.008, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.2923, loss: 1.2923, grad_norm: 8.8357 2020-08-04 23:51:11,827 - mmaction - INFO - Epoch [80][400/3757] lr: 1.000e-03, eta: 1 day, 18:31:19, time: 2.085, data_time: 0.016, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8625, loss_cls: 1.2814, loss: 1.2814, grad_norm: 8.7069 2020-08-04 23:51:49,687 - mmaction - INFO - Epoch [80][420/3757] lr: 1.000e-03, eta: 1 day, 18:30:40, time: 1.885, data_time: 0.150, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8812, loss_cls: 1.1993, loss: 1.1993, grad_norm: 8.5680 2020-08-04 23:52:30,526 - mmaction - INFO - Epoch [80][440/3757] lr: 1.000e-03, eta: 1 day, 18:30:02, time: 2.044, data_time: 0.030, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8773, loss_cls: 1.2203, loss: 1.2203, grad_norm: 9.2030 2020-08-04 23:53:05,407 - mmaction - INFO - Epoch [80][460/3757] lr: 1.000e-03, eta: 1 day, 18:29:20, time: 1.748, data_time: 0.020, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.2856, loss: 1.2856, grad_norm: 8.8155 2020-08-04 23:53:45,718 - mmaction - INFO - Epoch [80][480/3757] lr: 1.000e-03, eta: 1 day, 18:28:42, time: 2.012, data_time: 0.117, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8609, loss_cls: 1.2514, loss: 1.2514, grad_norm: 8.5555 2020-08-04 23:54:23,029 - mmaction - INFO - Epoch [80][500/3757] lr: 1.000e-03, eta: 1 day, 18:28:02, time: 1.867, data_time: 0.311, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8750, loss_cls: 1.2756, loss: 1.2756, grad_norm: 8.7363 2020-08-04 23:55:02,308 - mmaction - INFO - Epoch [80][520/3757] lr: 1.000e-03, eta: 1 day, 18:27:23, time: 1.967, data_time: 0.413, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8852, loss_cls: 1.2061, loss: 1.2061, grad_norm: 8.7064 2020-08-04 23:55:42,665 - mmaction - INFO - Epoch [80][540/3757] lr: 1.000e-03, eta: 1 day, 18:26:45, time: 2.018, data_time: 0.004, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8438, loss_cls: 1.3851, loss: 1.3851, grad_norm: 9.2837 2020-08-04 23:56:20,868 - mmaction - INFO - Epoch [80][560/3757] lr: 1.000e-03, eta: 1 day, 18:26:05, time: 1.904, data_time: 0.008, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8688, loss_cls: 1.2945, loss: 1.2945, grad_norm: 9.1514 2020-08-04 23:57:00,341 - mmaction - INFO - Epoch [80][580/3757] lr: 1.000e-03, eta: 1 day, 18:25:27, time: 1.978, data_time: 0.008, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8633, loss_cls: 1.2717, loss: 1.2717, grad_norm: 8.5747 2020-08-04 23:57:42,065 - mmaction - INFO - Epoch [80][600/3757] lr: 1.000e-03, eta: 1 day, 18:24:49, time: 2.085, data_time: 0.107, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8711, loss_cls: 1.2774, loss: 1.2774, grad_norm: 9.0302 2020-08-04 23:58:24,054 - mmaction - INFO - Epoch [80][620/3757] lr: 1.000e-03, eta: 1 day, 18:24:12, time: 2.100, data_time: 0.005, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8766, loss_cls: 1.2314, loss: 1.2314, grad_norm: 8.7424 2020-08-04 23:59:02,467 - mmaction - INFO - Epoch [80][640/3757] lr: 1.000e-03, eta: 1 day, 18:23:33, time: 1.921, data_time: 0.008, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1975, loss: 1.1975, grad_norm: 8.5972 2020-08-04 23:59:36,848 - mmaction - INFO - Epoch [80][660/3757] lr: 1.000e-03, eta: 1 day, 18:22:51, time: 1.718, data_time: 0.010, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8688, loss_cls: 1.2756, loss: 1.2756, grad_norm: 8.9268 2020-08-05 00:00:16,278 - mmaction - INFO - Epoch [80][680/3757] lr: 1.000e-03, eta: 1 day, 18:22:12, time: 1.960, data_time: 0.013, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1832, loss: 1.1832, grad_norm: 8.5707 2020-08-05 00:00:58,213 - mmaction - INFO - Epoch [80][700/3757] lr: 1.000e-03, eta: 1 day, 18:21:35, time: 2.110, data_time: 0.441, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.2162, loss: 1.2162, grad_norm: 8.7915 2020-08-05 00:01:33,196 - mmaction - INFO - Epoch [80][720/3757] lr: 1.000e-03, eta: 1 day, 18:20:54, time: 1.746, data_time: 0.366, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8703, loss_cls: 1.3113, loss: 1.3113, grad_norm: 9.2076 2020-08-05 00:02:18,218 - mmaction - INFO - Epoch [80][740/3757] lr: 1.000e-03, eta: 1 day, 18:20:18, time: 2.257, data_time: 0.546, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.1658, loss: 1.1658, grad_norm: 8.5031 2020-08-05 00:02:56,849 - mmaction - INFO - Epoch [80][760/3757] lr: 1.000e-03, eta: 1 day, 18:19:39, time: 1.921, data_time: 0.006, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8836, loss_cls: 1.2474, loss: 1.2474, grad_norm: 8.6393 2020-08-05 00:03:34,856 - mmaction - INFO - Epoch [80][780/3757] lr: 1.000e-03, eta: 1 day, 18:18:59, time: 1.907, data_time: 0.526, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2387, loss: 1.2387, grad_norm: 8.9982 2020-08-05 00:04:13,360 - mmaction - INFO - Epoch [80][800/3757] lr: 1.000e-03, eta: 1 day, 18:18:20, time: 1.928, data_time: 0.909, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8484, loss_cls: 1.3883, loss: 1.3883, grad_norm: 9.2828 2020-08-05 00:04:53,902 - mmaction - INFO - Epoch [80][820/3757] lr: 1.000e-03, eta: 1 day, 18:17:42, time: 2.020, data_time: 0.435, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8812, loss_cls: 1.2672, loss: 1.2672, grad_norm: 8.7833 2020-08-05 00:05:33,019 - mmaction - INFO - Epoch [80][840/3757] lr: 1.000e-03, eta: 1 day, 18:17:03, time: 1.964, data_time: 0.129, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8805, loss_cls: 1.2432, loss: 1.2432, grad_norm: 8.7259 2020-08-05 00:06:14,001 - mmaction - INFO - Epoch [80][860/3757] lr: 1.000e-03, eta: 1 day, 18:16:25, time: 2.041, data_time: 0.008, memory: 5166, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.3227, loss: 1.3227, grad_norm: 9.0533 2020-08-05 00:06:53,724 - mmaction - INFO - Epoch [80][880/3757] lr: 1.000e-03, eta: 1 day, 18:15:47, time: 1.992, data_time: 0.027, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2501, loss: 1.2501, grad_norm: 8.9195 2020-08-05 00:07:32,842 - mmaction - INFO - Epoch [80][900/3757] lr: 1.000e-03, eta: 1 day, 18:15:08, time: 1.950, data_time: 0.038, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8734, loss_cls: 1.2332, loss: 1.2332, grad_norm: 8.8754 2020-08-05 00:08:11,237 - mmaction - INFO - Epoch [80][920/3757] lr: 1.000e-03, eta: 1 day, 18:14:28, time: 1.924, data_time: 0.048, memory: 5166, top1_acc: 0.6750, top5_acc: 0.8617, loss_cls: 1.2896, loss: 1.2896, grad_norm: 9.0166 2020-08-05 00:08:50,835 - mmaction - INFO - Epoch [80][940/3757] lr: 1.000e-03, eta: 1 day, 18:13:50, time: 1.983, data_time: 0.006, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.2351, loss: 1.2351, grad_norm: 8.7894 2020-08-05 00:09:29,724 - mmaction - INFO - Epoch [80][960/3757] lr: 1.000e-03, eta: 1 day, 18:13:11, time: 1.944, data_time: 0.009, memory: 5166, top1_acc: 0.6438, top5_acc: 0.8414, loss_cls: 1.4439, loss: 1.4439, grad_norm: 9.2125 2020-08-05 00:10:12,818 - mmaction - INFO - Epoch [80][980/3757] lr: 1.000e-03, eta: 1 day, 18:12:34, time: 2.155, data_time: 0.009, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.2179, loss: 1.2179, grad_norm: 8.7724 2020-08-05 00:10:47,642 - mmaction - INFO - Epoch [80][1000/3757] lr: 1.000e-03, eta: 1 day, 18:11:52, time: 1.742, data_time: 0.007, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2142, loss: 1.2142, grad_norm: 8.5393 2020-08-05 00:11:26,091 - mmaction - INFO - Epoch [80][1020/3757] lr: 1.000e-03, eta: 1 day, 18:11:13, time: 1.915, data_time: 0.008, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8914, loss_cls: 1.2182, loss: 1.2182, grad_norm: 8.6412 2020-08-05 00:12:06,570 - mmaction - INFO - Epoch [80][1040/3757] lr: 1.000e-03, eta: 1 day, 18:10:35, time: 2.029, data_time: 0.776, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8648, loss_cls: 1.3203, loss: 1.3203, grad_norm: 9.3140 2020-08-05 00:12:46,604 - mmaction - INFO - Epoch [80][1060/3757] lr: 1.000e-03, eta: 1 day, 18:09:56, time: 1.996, data_time: 0.963, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8625, loss_cls: 1.2666, loss: 1.2666, grad_norm: 8.7842 2020-08-05 00:13:28,788 - mmaction - INFO - Epoch [80][1080/3757] lr: 1.000e-03, eta: 1 day, 18:09:19, time: 2.115, data_time: 1.546, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.3056, loss: 1.3056, grad_norm: 8.9019 2020-08-05 00:14:05,040 - mmaction - INFO - Epoch [80][1100/3757] lr: 1.000e-03, eta: 1 day, 18:08:39, time: 1.814, data_time: 1.234, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8625, loss_cls: 1.3088, loss: 1.3088, grad_norm: 8.7681 2020-08-05 00:14:48,154 - mmaction - INFO - Epoch [80][1120/3757] lr: 1.000e-03, eta: 1 day, 18:08:02, time: 2.150, data_time: 0.295, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1969, loss: 1.1969, grad_norm: 8.7756 2020-08-05 00:15:24,993 - mmaction - INFO - Epoch [80][1140/3757] lr: 1.000e-03, eta: 1 day, 18:07:22, time: 1.842, data_time: 0.010, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.3147, loss: 1.3147, grad_norm: 9.2263 2020-08-05 00:16:05,723 - mmaction - INFO - Epoch [80][1160/3757] lr: 1.000e-03, eta: 1 day, 18:06:44, time: 2.043, data_time: 0.009, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8648, loss_cls: 1.2689, loss: 1.2689, grad_norm: 8.8582 2020-08-05 00:16:43,469 - mmaction - INFO - Epoch [80][1180/3757] lr: 1.000e-03, eta: 1 day, 18:06:04, time: 1.881, data_time: 0.019, memory: 5166, top1_acc: 0.6617, top5_acc: 0.8500, loss_cls: 1.4077, loss: 1.4077, grad_norm: 9.1613 2020-08-05 00:17:19,886 - mmaction - INFO - Epoch [80][1200/3757] lr: 1.000e-03, eta: 1 day, 18:05:24, time: 1.828, data_time: 0.152, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8828, loss_cls: 1.1898, loss: 1.1898, grad_norm: 8.5967 2020-08-05 00:18:02,144 - mmaction - INFO - Epoch [80][1220/3757] lr: 1.000e-03, eta: 1 day, 18:04:46, time: 2.107, data_time: 0.007, memory: 5166, top1_acc: 0.6719, top5_acc: 0.8633, loss_cls: 1.3124, loss: 1.3124, grad_norm: 8.8108 2020-08-05 00:18:38,611 - mmaction - INFO - Epoch [80][1240/3757] lr: 1.000e-03, eta: 1 day, 18:04:06, time: 1.828, data_time: 0.010, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8805, loss_cls: 1.2467, loss: 1.2467, grad_norm: 8.9849 2020-08-05 00:19:18,210 - mmaction - INFO - Epoch [80][1260/3757] lr: 1.000e-03, eta: 1 day, 18:03:27, time: 1.981, data_time: 0.003, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8742, loss_cls: 1.2856, loss: 1.2856, grad_norm: 9.0766 2020-08-05 00:19:56,128 - mmaction - INFO - Epoch [80][1280/3757] lr: 1.000e-03, eta: 1 day, 18:02:48, time: 1.892, data_time: 0.007, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8852, loss_cls: 1.2079, loss: 1.2079, grad_norm: 8.9219 2020-08-05 00:20:34,989 - mmaction - INFO - Epoch [80][1300/3757] lr: 1.000e-03, eta: 1 day, 18:02:09, time: 1.946, data_time: 0.038, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.2064, loss: 1.2064, grad_norm: 8.7441 2020-08-05 00:21:12,808 - mmaction - INFO - Epoch [80][1320/3757] lr: 1.000e-03, eta: 1 day, 18:01:29, time: 1.884, data_time: 0.030, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8773, loss_cls: 1.2588, loss: 1.2588, grad_norm: 9.0807 2020-08-05 00:21:52,577 - mmaction - INFO - Epoch [80][1340/3757] lr: 1.000e-03, eta: 1 day, 18:00:50, time: 1.985, data_time: 0.013, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8758, loss_cls: 1.2306, loss: 1.2306, grad_norm: 8.7506 2020-08-05 00:22:35,091 - mmaction - INFO - Epoch [80][1360/3757] lr: 1.000e-03, eta: 1 day, 18:00:13, time: 2.129, data_time: 0.013, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8875, loss_cls: 1.1643, loss: 1.1643, grad_norm: 8.5742 2020-08-05 00:23:12,715 - mmaction - INFO - Epoch [80][1380/3757] lr: 1.000e-03, eta: 1 day, 17:59:34, time: 1.888, data_time: 0.009, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8570, loss_cls: 1.2840, loss: 1.2840, grad_norm: 8.7607 2020-08-05 00:23:53,925 - mmaction - INFO - Epoch [80][1400/3757] lr: 1.000e-03, eta: 1 day, 17:58:56, time: 2.053, data_time: 0.018, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.1761, loss: 1.1761, grad_norm: 8.3467 2020-08-05 00:24:34,811 - mmaction - INFO - Epoch [80][1420/3757] lr: 1.000e-03, eta: 1 day, 17:58:18, time: 2.048, data_time: 0.009, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8664, loss_cls: 1.2778, loss: 1.2778, grad_norm: 8.9275 2020-08-05 00:25:13,297 - mmaction - INFO - Epoch [80][1440/3757] lr: 1.000e-03, eta: 1 day, 17:57:39, time: 1.921, data_time: 0.084, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8734, loss_cls: 1.2050, loss: 1.2050, grad_norm: 8.8116 2020-08-05 00:25:52,109 - mmaction - INFO - Epoch [80][1460/3757] lr: 1.000e-03, eta: 1 day, 17:57:00, time: 1.946, data_time: 0.674, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8820, loss_cls: 1.2372, loss: 1.2372, grad_norm: 8.9298 2020-08-05 00:26:34,468 - mmaction - INFO - Epoch [80][1480/3757] lr: 1.000e-03, eta: 1 day, 17:56:22, time: 2.119, data_time: 0.159, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8711, loss_cls: 1.2397, loss: 1.2397, grad_norm: 8.9005 2020-08-05 00:27:09,960 - mmaction - INFO - Epoch [80][1500/3757] lr: 1.000e-03, eta: 1 day, 17:55:41, time: 1.771, data_time: 0.003, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.2616, loss: 1.2616, grad_norm: 8.6575 2020-08-05 00:27:48,550 - mmaction - INFO - Epoch [80][1520/3757] lr: 1.000e-03, eta: 1 day, 17:55:02, time: 1.926, data_time: 0.015, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8586, loss_cls: 1.3678, loss: 1.3678, grad_norm: 9.2688 2020-08-05 00:28:27,825 - mmaction - INFO - Epoch [80][1540/3757] lr: 1.000e-03, eta: 1 day, 17:54:23, time: 1.969, data_time: 0.529, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2661, loss: 1.2661, grad_norm: 8.9396 2020-08-05 00:29:07,698 - mmaction - INFO - Epoch [80][1560/3757] lr: 1.000e-03, eta: 1 day, 17:53:45, time: 1.992, data_time: 0.009, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8648, loss_cls: 1.2999, loss: 1.2999, grad_norm: 8.8554 2020-08-05 00:29:44,608 - mmaction - INFO - Epoch [80][1580/3757] lr: 1.000e-03, eta: 1 day, 17:53:05, time: 1.847, data_time: 0.006, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8844, loss_cls: 1.2100, loss: 1.2100, grad_norm: 8.5541 2020-08-05 00:30:25,934 - mmaction - INFO - Epoch [80][1600/3757] lr: 1.000e-03, eta: 1 day, 17:52:27, time: 2.063, data_time: 0.009, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8562, loss_cls: 1.3473, loss: 1.3473, grad_norm: 9.0586 2020-08-05 00:31:05,943 - mmaction - INFO - Epoch [80][1620/3757] lr: 1.000e-03, eta: 1 day, 17:51:49, time: 2.004, data_time: 0.010, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8711, loss_cls: 1.3276, loss: 1.3276, grad_norm: 9.1466 2020-08-05 00:31:43,104 - mmaction - INFO - Epoch [80][1640/3757] lr: 1.000e-03, eta: 1 day, 17:51:08, time: 1.853, data_time: 0.010, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.2743, loss: 1.2743, grad_norm: 8.6706 2020-08-05 00:32:25,670 - mmaction - INFO - Epoch [80][1660/3757] lr: 1.000e-03, eta: 1 day, 17:50:31, time: 2.131, data_time: 0.010, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8914, loss_cls: 1.1724, loss: 1.1724, grad_norm: 8.7829 2020-08-05 00:33:03,507 - mmaction - INFO - Epoch [80][1680/3757] lr: 1.000e-03, eta: 1 day, 17:49:52, time: 1.889, data_time: 0.009, memory: 5166, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3623, loss: 1.3623, grad_norm: 9.3840 2020-08-05 00:33:44,769 - mmaction - INFO - Epoch [80][1700/3757] lr: 1.000e-03, eta: 1 day, 17:49:14, time: 2.063, data_time: 0.010, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8516, loss_cls: 1.3530, loss: 1.3530, grad_norm: 9.1449 2020-08-05 00:34:21,264 - mmaction - INFO - Epoch [80][1720/3757] lr: 1.000e-03, eta: 1 day, 17:48:34, time: 1.831, data_time: 0.009, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8828, loss_cls: 1.2251, loss: 1.2251, grad_norm: 8.5337 2020-08-05 00:35:03,379 - mmaction - INFO - Epoch [80][1740/3757] lr: 1.000e-03, eta: 1 day, 17:47:56, time: 2.105, data_time: 0.340, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8680, loss_cls: 1.3233, loss: 1.3233, grad_norm: 8.9340 2020-08-05 00:35:42,445 - mmaction - INFO - Epoch [80][1760/3757] lr: 1.000e-03, eta: 1 day, 17:47:17, time: 1.953, data_time: 0.090, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.2552, loss: 1.2552, grad_norm: 8.6584 2020-08-05 00:36:19,551 - mmaction - INFO - Epoch [80][1780/3757] lr: 1.000e-03, eta: 1 day, 17:46:37, time: 1.849, data_time: 0.284, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2308, loss: 1.2308, grad_norm: 9.0021 2020-08-05 00:36:59,515 - mmaction - INFO - Epoch [80][1800/3757] lr: 1.000e-03, eta: 1 day, 17:45:59, time: 2.005, data_time: 1.276, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8656, loss_cls: 1.2392, loss: 1.2392, grad_norm: 8.8465 2020-08-05 00:37:38,486 - mmaction - INFO - Epoch [80][1820/3757] lr: 1.000e-03, eta: 1 day, 17:45:20, time: 1.940, data_time: 1.290, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.3455, loss: 1.3455, grad_norm: 9.3741 2020-08-05 00:38:14,568 - mmaction - INFO - Epoch [80][1840/3757] lr: 1.000e-03, eta: 1 day, 17:44:39, time: 1.810, data_time: 0.363, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8812, loss_cls: 1.2438, loss: 1.2438, grad_norm: 8.7889 2020-08-05 00:38:54,814 - mmaction - INFO - Epoch [80][1860/3757] lr: 1.000e-03, eta: 1 day, 17:44:01, time: 2.005, data_time: 0.522, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1468, loss: 1.1468, grad_norm: 8.7255 2020-08-05 00:39:36,934 - mmaction - INFO - Epoch [80][1880/3757] lr: 1.000e-03, eta: 1 day, 17:43:24, time: 2.106, data_time: 0.122, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.2857, loss: 1.2857, grad_norm: 8.9943 2020-08-05 00:40:12,644 - mmaction - INFO - Epoch [80][1900/3757] lr: 1.000e-03, eta: 1 day, 17:42:43, time: 1.794, data_time: 0.011, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.2577, loss: 1.2577, grad_norm: 8.9051 2020-08-05 00:40:56,099 - mmaction - INFO - Epoch [80][1920/3757] lr: 1.000e-03, eta: 1 day, 17:42:06, time: 2.171, data_time: 0.029, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.3066, loss: 1.3066, grad_norm: 9.1631 2020-08-05 00:41:28,688 - mmaction - INFO - Epoch [80][1940/3757] lr: 1.000e-03, eta: 1 day, 17:41:24, time: 1.624, data_time: 0.008, memory: 5166, top1_acc: 0.6648, top5_acc: 0.8680, loss_cls: 1.3165, loss: 1.3165, grad_norm: 8.9261 2020-08-05 00:42:10,135 - mmaction - INFO - Epoch [80][1960/3757] lr: 1.000e-03, eta: 1 day, 17:40:46, time: 2.072, data_time: 0.085, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8820, loss_cls: 1.2730, loss: 1.2730, grad_norm: 8.8195 2020-08-05 00:42:48,050 - mmaction - INFO - Epoch [80][1980/3757] lr: 1.000e-03, eta: 1 day, 17:40:06, time: 1.901, data_time: 0.378, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8570, loss_cls: 1.2672, loss: 1.2672, grad_norm: 8.8429 2020-08-05 00:43:27,564 - mmaction - INFO - Epoch [80][2000/3757] lr: 1.000e-03, eta: 1 day, 17:39:28, time: 1.978, data_time: 1.317, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8539, loss_cls: 1.3074, loss: 1.3074, grad_norm: 9.0714 2020-08-05 00:44:06,993 - mmaction - INFO - Epoch [80][2020/3757] lr: 1.000e-03, eta: 1 day, 17:38:49, time: 1.969, data_time: 1.008, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8562, loss_cls: 1.3241, loss: 1.3241, grad_norm: 8.8475 2020-08-05 00:44:42,650 - mmaction - INFO - Epoch [80][2040/3757] lr: 1.000e-03, eta: 1 day, 17:38:08, time: 1.780, data_time: 1.037, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3341, loss: 1.3341, grad_norm: 9.3855 2020-08-05 00:45:24,341 - mmaction - INFO - Epoch [80][2060/3757] lr: 1.000e-03, eta: 1 day, 17:37:31, time: 2.083, data_time: 0.532, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8578, loss_cls: 1.3130, loss: 1.3130, grad_norm: 8.9928 2020-08-05 00:46:03,333 - mmaction - INFO - Epoch [80][2080/3757] lr: 1.000e-03, eta: 1 day, 17:36:52, time: 1.958, data_time: 0.010, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2301, loss: 1.2301, grad_norm: 8.6120 2020-08-05 00:46:40,050 - mmaction - INFO - Epoch [80][2100/3757] lr: 1.000e-03, eta: 1 day, 17:36:11, time: 1.830, data_time: 0.117, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8703, loss_cls: 1.2779, loss: 1.2779, grad_norm: 9.2654 2020-08-05 00:47:18,680 - mmaction - INFO - Epoch [80][2120/3757] lr: 1.000e-03, eta: 1 day, 17:35:32, time: 1.933, data_time: 0.117, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8781, loss_cls: 1.2171, loss: 1.2171, grad_norm: 8.9958 2020-08-05 00:48:00,655 - mmaction - INFO - Epoch [80][2140/3757] lr: 1.000e-03, eta: 1 day, 17:34:55, time: 2.098, data_time: 0.071, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8625, loss_cls: 1.2923, loss: 1.2923, grad_norm: 8.9691 2020-08-05 00:48:41,808 - mmaction - INFO - Epoch [80][2160/3757] lr: 1.000e-03, eta: 1 day, 17:34:17, time: 2.060, data_time: 0.040, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8656, loss_cls: 1.3235, loss: 1.3235, grad_norm: 8.9884 2020-08-05 00:49:21,418 - mmaction - INFO - Epoch [80][2180/3757] lr: 1.000e-03, eta: 1 day, 17:33:38, time: 1.975, data_time: 0.011, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8617, loss_cls: 1.2655, loss: 1.2655, grad_norm: 9.0012 2020-08-05 00:49:58,453 - mmaction - INFO - Epoch [80][2200/3757] lr: 1.000e-03, eta: 1 day, 17:32:58, time: 1.859, data_time: 0.011, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8664, loss_cls: 1.2798, loss: 1.2798, grad_norm: 8.9800 2020-08-05 00:50:38,891 - mmaction - INFO - Epoch [80][2220/3757] lr: 1.000e-03, eta: 1 day, 17:32:20, time: 2.022, data_time: 0.003, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.2481, loss: 1.2481, grad_norm: 8.8000 2020-08-05 00:51:15,214 - mmaction - INFO - Epoch [80][2240/3757] lr: 1.000e-03, eta: 1 day, 17:31:39, time: 1.812, data_time: 0.011, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3465, loss: 1.3465, grad_norm: 9.2871 2020-08-05 00:51:53,534 - mmaction - INFO - Epoch [80][2260/3757] lr: 1.000e-03, eta: 1 day, 17:31:00, time: 1.921, data_time: 0.198, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8875, loss_cls: 1.1725, loss: 1.1725, grad_norm: 8.9099 2020-08-05 00:52:34,885 - mmaction - INFO - Epoch [80][2280/3757] lr: 1.000e-03, eta: 1 day, 17:30:22, time: 2.061, data_time: 0.427, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8672, loss_cls: 1.3160, loss: 1.3160, grad_norm: 9.0738 2020-08-05 00:53:11,658 - mmaction - INFO - Epoch [80][2300/3757] lr: 1.000e-03, eta: 1 day, 17:29:42, time: 1.845, data_time: 0.009, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8586, loss_cls: 1.2628, loss: 1.2628, grad_norm: 8.8197 2020-08-05 00:53:52,946 - mmaction - INFO - Epoch [80][2320/3757] lr: 1.000e-03, eta: 1 day, 17:29:04, time: 2.058, data_time: 0.345, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8633, loss_cls: 1.2901, loss: 1.2901, grad_norm: 9.0692 2020-08-05 00:54:33,653 - mmaction - INFO - Epoch [80][2340/3757] lr: 1.000e-03, eta: 1 day, 17:28:26, time: 2.042, data_time: 0.201, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.3594, loss: 1.3594, grad_norm: 9.4057 2020-08-05 00:55:10,053 - mmaction - INFO - Epoch [80][2360/3757] lr: 1.000e-03, eta: 1 day, 17:27:46, time: 1.817, data_time: 0.588, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8688, loss_cls: 1.2649, loss: 1.2649, grad_norm: 8.8567 2020-08-05 00:55:50,643 - mmaction - INFO - Epoch [80][2380/3757] lr: 1.000e-03, eta: 1 day, 17:27:08, time: 2.030, data_time: 0.944, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8766, loss_cls: 1.2567, loss: 1.2567, grad_norm: 8.7198 2020-08-05 00:56:27,408 - mmaction - INFO - Epoch [80][2400/3757] lr: 1.000e-03, eta: 1 day, 17:26:27, time: 1.837, data_time: 0.020, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8734, loss_cls: 1.2269, loss: 1.2269, grad_norm: 8.7526 2020-08-05 00:57:08,227 - mmaction - INFO - Epoch [80][2420/3757] lr: 1.000e-03, eta: 1 day, 17:25:50, time: 2.044, data_time: 1.222, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8609, loss_cls: 1.3147, loss: 1.3147, grad_norm: 8.9137 2020-08-05 00:57:49,119 - mmaction - INFO - Epoch [80][2440/3757] lr: 1.000e-03, eta: 1 day, 17:25:12, time: 2.042, data_time: 0.754, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.2741, loss: 1.2741, grad_norm: 8.9739 2020-08-05 00:58:27,270 - mmaction - INFO - Epoch [80][2460/3757] lr: 1.000e-03, eta: 1 day, 17:24:32, time: 1.908, data_time: 0.599, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.3354, loss: 1.3354, grad_norm: 8.8395 2020-08-05 00:59:08,304 - mmaction - INFO - Epoch [80][2480/3757] lr: 1.000e-03, eta: 1 day, 17:23:54, time: 2.047, data_time: 0.974, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3184, loss: 1.3184, grad_norm: 8.9735 2020-08-05 00:59:46,494 - mmaction - INFO - Epoch [80][2500/3757] lr: 1.000e-03, eta: 1 day, 17:23:15, time: 1.916, data_time: 0.014, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.2027, loss: 1.2027, grad_norm: 8.8496 2020-08-05 01:00:25,790 - mmaction - INFO - Epoch [80][2520/3757] lr: 1.000e-03, eta: 1 day, 17:22:36, time: 1.950, data_time: 0.009, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8695, loss_cls: 1.2692, loss: 1.2692, grad_norm: 8.7988 2020-08-05 01:01:01,784 - mmaction - INFO - Epoch [80][2540/3757] lr: 1.000e-03, eta: 1 day, 17:21:55, time: 1.812, data_time: 0.152, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.2305, loss: 1.2305, grad_norm: 8.8692 2020-08-05 01:01:44,174 - mmaction - INFO - Epoch [80][2560/3757] lr: 1.000e-03, eta: 1 day, 17:21:18, time: 2.123, data_time: 0.121, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8773, loss_cls: 1.2371, loss: 1.2371, grad_norm: 8.8073 2020-08-05 01:02:23,496 - mmaction - INFO - Epoch [80][2580/3757] lr: 1.000e-03, eta: 1 day, 17:20:39, time: 1.963, data_time: 0.007, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3143, loss: 1.3143, grad_norm: 9.0315 2020-08-05 01:03:00,468 - mmaction - INFO - Epoch [80][2600/3757] lr: 1.000e-03, eta: 1 day, 17:19:59, time: 1.845, data_time: 0.012, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8570, loss_cls: 1.3159, loss: 1.3159, grad_norm: 9.0749 2020-08-05 01:03:42,212 - mmaction - INFO - Epoch [80][2620/3757] lr: 1.000e-03, eta: 1 day, 17:19:22, time: 2.092, data_time: 0.010, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8688, loss_cls: 1.2972, loss: 1.2972, grad_norm: 8.9542 2020-08-05 01:04:20,730 - mmaction - INFO - Epoch [80][2640/3757] lr: 1.000e-03, eta: 1 day, 17:18:42, time: 1.927, data_time: 0.028, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8570, loss_cls: 1.3140, loss: 1.3140, grad_norm: 8.9344 2020-08-05 01:04:57,673 - mmaction - INFO - Epoch [80][2660/3757] lr: 1.000e-03, eta: 1 day, 17:18:02, time: 1.841, data_time: 0.015, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8664, loss_cls: 1.2657, loss: 1.2657, grad_norm: 8.5990 2020-08-05 01:05:36,914 - mmaction - INFO - Epoch [80][2680/3757] lr: 1.000e-03, eta: 1 day, 17:17:23, time: 1.969, data_time: 0.073, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.2886, loss: 1.2886, grad_norm: 8.8428 2020-08-05 01:06:14,390 - mmaction - INFO - Epoch [80][2700/3757] lr: 1.000e-03, eta: 1 day, 17:16:43, time: 1.865, data_time: 0.695, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8812, loss_cls: 1.2696, loss: 1.2696, grad_norm: 9.1283 2020-08-05 01:06:54,193 - mmaction - INFO - Epoch [80][2720/3757] lr: 1.000e-03, eta: 1 day, 17:16:05, time: 1.998, data_time: 0.113, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8703, loss_cls: 1.2883, loss: 1.2883, grad_norm: 9.0446 2020-08-05 01:07:33,360 - mmaction - INFO - Epoch [80][2740/3757] lr: 1.000e-03, eta: 1 day, 17:15:26, time: 1.952, data_time: 0.011, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8664, loss_cls: 1.2782, loss: 1.2782, grad_norm: 9.0761 2020-08-05 01:08:11,951 - mmaction - INFO - Epoch [80][2760/3757] lr: 1.000e-03, eta: 1 day, 17:14:47, time: 1.935, data_time: 0.096, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1872, loss: 1.1872, grad_norm: 8.5482 2020-08-05 01:08:49,246 - mmaction - INFO - Epoch [80][2780/3757] lr: 1.000e-03, eta: 1 day, 17:14:07, time: 1.859, data_time: 0.118, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2486, loss: 1.2486, grad_norm: 8.8164 2020-08-05 01:09:28,259 - mmaction - INFO - Epoch [80][2800/3757] lr: 1.000e-03, eta: 1 day, 17:13:28, time: 1.958, data_time: 0.050, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8688, loss_cls: 1.2589, loss: 1.2589, grad_norm: 8.6333 2020-08-05 01:10:07,272 - mmaction - INFO - Epoch [80][2820/3757] lr: 1.000e-03, eta: 1 day, 17:12:49, time: 1.952, data_time: 0.009, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.2795, loss: 1.2795, grad_norm: 9.0921 2020-08-05 01:10:45,970 - mmaction - INFO - Epoch [80][2840/3757] lr: 1.000e-03, eta: 1 day, 17:12:10, time: 1.935, data_time: 0.001, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.2712, loss: 1.2712, grad_norm: 8.9876 2020-08-05 01:11:26,654 - mmaction - INFO - Epoch [80][2860/3757] lr: 1.000e-03, eta: 1 day, 17:11:32, time: 2.034, data_time: 0.247, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8648, loss_cls: 1.2809, loss: 1.2809, grad_norm: 8.7818 2020-08-05 01:12:06,648 - mmaction - INFO - Epoch [80][2880/3757] lr: 1.000e-03, eta: 1 day, 17:10:53, time: 1.999, data_time: 0.381, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.2034, loss: 1.2034, grad_norm: 8.4092 2020-08-05 01:12:45,065 - mmaction - INFO - Epoch [80][2900/3757] lr: 1.000e-03, eta: 1 day, 17:10:14, time: 1.921, data_time: 0.003, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.2705, loss: 1.2705, grad_norm: 8.7740 2020-08-05 01:13:22,276 - mmaction - INFO - Epoch [80][2920/3757] lr: 1.000e-03, eta: 1 day, 17:09:34, time: 1.856, data_time: 0.008, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8617, loss_cls: 1.2810, loss: 1.2810, grad_norm: 8.9654 2020-08-05 01:14:03,587 - mmaction - INFO - Epoch [80][2940/3757] lr: 1.000e-03, eta: 1 day, 17:08:56, time: 2.069, data_time: 0.009, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8672, loss_cls: 1.2582, loss: 1.2582, grad_norm: 8.7067 2020-08-05 01:14:41,981 - mmaction - INFO - Epoch [80][2960/3757] lr: 1.000e-03, eta: 1 day, 17:08:17, time: 1.913, data_time: 0.009, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8586, loss_cls: 1.2566, loss: 1.2566, grad_norm: 8.4879 2020-08-05 01:15:21,052 - mmaction - INFO - Epoch [80][2980/3757] lr: 1.000e-03, eta: 1 day, 17:07:38, time: 1.962, data_time: 0.011, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8523, loss_cls: 1.3352, loss: 1.3352, grad_norm: 8.8735 2020-08-05 01:15:59,515 - mmaction - INFO - Epoch [80][3000/3757] lr: 1.000e-03, eta: 1 day, 17:06:58, time: 1.922, data_time: 0.003, memory: 5166, top1_acc: 0.6695, top5_acc: 0.8609, loss_cls: 1.3438, loss: 1.3438, grad_norm: 8.9279 2020-08-05 01:16:42,297 - mmaction - INFO - Epoch [80][3020/3757] lr: 1.000e-03, eta: 1 day, 17:06:21, time: 2.136, data_time: 0.008, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2624, loss: 1.2624, grad_norm: 8.6228 2020-08-05 01:17:20,850 - mmaction - INFO - Epoch [80][3040/3757] lr: 1.000e-03, eta: 1 day, 17:05:42, time: 1.932, data_time: 0.009, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8586, loss_cls: 1.3055, loss: 1.3055, grad_norm: 9.0640 2020-08-05 01:17:59,475 - mmaction - INFO - Epoch [80][3060/3757] lr: 1.000e-03, eta: 1 day, 17:05:03, time: 1.931, data_time: 0.045, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8633, loss_cls: 1.2793, loss: 1.2793, grad_norm: 8.8177 2020-08-05 01:18:37,802 - mmaction - INFO - Epoch [80][3080/3757] lr: 1.000e-03, eta: 1 day, 17:04:24, time: 1.915, data_time: 0.003, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8703, loss_cls: 1.3404, loss: 1.3404, grad_norm: 9.0681 2020-08-05 01:19:17,605 - mmaction - INFO - Epoch [80][3100/3757] lr: 1.000e-03, eta: 1 day, 17:03:45, time: 1.985, data_time: 0.427, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8914, loss_cls: 1.1707, loss: 1.1707, grad_norm: 8.6700 2020-08-05 01:19:56,601 - mmaction - INFO - Epoch [80][3120/3757] lr: 1.000e-03, eta: 1 day, 17:03:06, time: 1.955, data_time: 0.028, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8672, loss_cls: 1.3062, loss: 1.3062, grad_norm: 8.9088 2020-08-05 01:20:35,265 - mmaction - INFO - Epoch [80][3140/3757] lr: 1.000e-03, eta: 1 day, 17:02:27, time: 1.930, data_time: 0.220, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.2538, loss: 1.2538, grad_norm: 8.7900 2020-08-05 01:21:13,523 - mmaction - INFO - Epoch [80][3160/3757] lr: 1.000e-03, eta: 1 day, 17:01:47, time: 1.918, data_time: 0.205, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8617, loss_cls: 1.3366, loss: 1.3366, grad_norm: 9.0792 2020-08-05 01:21:53,951 - mmaction - INFO - Epoch [80][3180/3757] lr: 1.000e-03, eta: 1 day, 17:01:09, time: 2.021, data_time: 0.636, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8680, loss_cls: 1.3051, loss: 1.3051, grad_norm: 9.0940 2020-08-05 01:22:31,189 - mmaction - INFO - Epoch [80][3200/3757] lr: 1.000e-03, eta: 1 day, 17:00:29, time: 1.860, data_time: 0.511, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8758, loss_cls: 1.2758, loss: 1.2758, grad_norm: 9.0503 2020-08-05 01:23:11,575 - mmaction - INFO - Epoch [80][3220/3757] lr: 1.000e-03, eta: 1 day, 16:59:51, time: 2.019, data_time: 0.835, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.2648, loss: 1.2648, grad_norm: 9.2052 2020-08-05 01:23:54,853 - mmaction - INFO - Epoch [80][3240/3757] lr: 1.000e-03, eta: 1 day, 16:59:14, time: 2.157, data_time: 0.361, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.2923, loss: 1.2923, grad_norm: 8.9774 2020-08-05 01:24:28,537 - mmaction - INFO - Epoch [80][3260/3757] lr: 1.000e-03, eta: 1 day, 16:58:32, time: 1.687, data_time: 0.364, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8773, loss_cls: 1.2333, loss: 1.2333, grad_norm: 8.8365 2020-08-05 01:25:09,920 - mmaction - INFO - Epoch [80][3280/3757] lr: 1.000e-03, eta: 1 day, 16:57:55, time: 2.073, data_time: 1.277, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8836, loss_cls: 1.2295, loss: 1.2295, grad_norm: 8.7375 2020-08-05 01:25:51,742 - mmaction - INFO - Epoch [80][3300/3757] lr: 1.000e-03, eta: 1 day, 16:57:17, time: 2.092, data_time: 0.154, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.3128, loss: 1.3128, grad_norm: 9.0889 2020-08-05 01:26:28,304 - mmaction - INFO - Epoch [80][3320/3757] lr: 1.000e-03, eta: 1 day, 16:56:37, time: 1.821, data_time: 0.020, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8656, loss_cls: 1.2759, loss: 1.2759, grad_norm: 8.9165 2020-08-05 01:27:08,740 - mmaction - INFO - Epoch [80][3340/3757] lr: 1.000e-03, eta: 1 day, 16:55:59, time: 2.030, data_time: 0.011, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.2408, loss: 1.2408, grad_norm: 8.9218 2020-08-05 01:27:46,044 - mmaction - INFO - Epoch [80][3360/3757] lr: 1.000e-03, eta: 1 day, 16:55:19, time: 1.858, data_time: 0.012, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2322, loss: 1.2322, grad_norm: 8.6749 2020-08-05 01:28:26,764 - mmaction - INFO - Epoch [80][3380/3757] lr: 1.000e-03, eta: 1 day, 16:54:41, time: 2.043, data_time: 0.011, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8539, loss_cls: 1.3390, loss: 1.3390, grad_norm: 9.1568 2020-08-05 01:29:04,694 - mmaction - INFO - Epoch [80][3400/3757] lr: 1.000e-03, eta: 1 day, 16:54:01, time: 1.894, data_time: 0.284, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2889, loss: 1.2889, grad_norm: 9.0403 2020-08-05 01:29:43,803 - mmaction - INFO - Epoch [80][3420/3757] lr: 1.000e-03, eta: 1 day, 16:53:22, time: 1.958, data_time: 0.527, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8703, loss_cls: 1.2162, loss: 1.2162, grad_norm: 8.7049 2020-08-05 01:30:26,165 - mmaction - INFO - Epoch [80][3440/3757] lr: 1.000e-03, eta: 1 day, 16:52:45, time: 2.115, data_time: 0.218, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8633, loss_cls: 1.2955, loss: 1.2955, grad_norm: 8.9564 2020-08-05 01:31:04,561 - mmaction - INFO - Epoch [80][3460/3757] lr: 1.000e-03, eta: 1 day, 16:52:06, time: 1.925, data_time: 0.284, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8641, loss_cls: 1.3080, loss: 1.3080, grad_norm: 9.0227 2020-08-05 01:31:45,604 - mmaction - INFO - Epoch [80][3480/3757] lr: 1.000e-03, eta: 1 day, 16:51:28, time: 2.050, data_time: 0.011, memory: 5166, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.3114, loss: 1.3114, grad_norm: 9.1543 2020-08-05 01:32:22,188 - mmaction - INFO - Epoch [80][3500/3757] lr: 1.000e-03, eta: 1 day, 16:50:47, time: 1.826, data_time: 0.006, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8719, loss_cls: 1.3018, loss: 1.3018, grad_norm: 9.0341 2020-08-05 01:32:58,601 - mmaction - INFO - Epoch [80][3520/3757] lr: 1.000e-03, eta: 1 day, 16:50:07, time: 1.825, data_time: 0.010, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3407, loss: 1.3407, grad_norm: 9.0572 2020-08-05 01:33:38,879 - mmaction - INFO - Epoch [80][3540/3757] lr: 1.000e-03, eta: 1 day, 16:49:29, time: 2.007, data_time: 0.008, memory: 5166, top1_acc: 0.6547, top5_acc: 0.8492, loss_cls: 1.3811, loss: 1.3811, grad_norm: 9.1917 2020-08-05 01:34:18,548 - mmaction - INFO - Epoch [80][3560/3757] lr: 1.000e-03, eta: 1 day, 16:48:50, time: 1.990, data_time: 0.021, memory: 5166, top1_acc: 0.6727, top5_acc: 0.8773, loss_cls: 1.3044, loss: 1.3044, grad_norm: 9.0848 2020-08-05 01:34:59,284 - mmaction - INFO - Epoch [80][3580/3757] lr: 1.000e-03, eta: 1 day, 16:48:12, time: 2.029, data_time: 0.020, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8703, loss_cls: 1.2608, loss: 1.2608, grad_norm: 8.8488 2020-08-05 01:35:41,378 - mmaction - INFO - Epoch [80][3600/3757] lr: 1.000e-03, eta: 1 day, 16:47:35, time: 2.114, data_time: 0.012, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.1911, loss: 1.1911, grad_norm: 8.7895 2020-08-05 01:36:19,636 - mmaction - INFO - Epoch [80][3620/3757] lr: 1.000e-03, eta: 1 day, 16:46:55, time: 1.910, data_time: 0.006, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8805, loss_cls: 1.2131, loss: 1.2131, grad_norm: 8.8923 2020-08-05 01:36:57,127 - mmaction - INFO - Epoch [80][3640/3757] lr: 1.000e-03, eta: 1 day, 16:46:15, time: 1.871, data_time: 0.011, memory: 5166, top1_acc: 0.6664, top5_acc: 0.8656, loss_cls: 1.3349, loss: 1.3349, grad_norm: 9.0350 2020-08-05 01:37:38,712 - mmaction - INFO - Epoch [80][3660/3757] lr: 1.000e-03, eta: 1 day, 16:45:38, time: 2.084, data_time: 0.009, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2839, loss: 1.2839, grad_norm: 8.8206 2020-08-05 01:38:16,511 - mmaction - INFO - Epoch [80][3680/3757] lr: 1.000e-03, eta: 1 day, 16:44:58, time: 1.891, data_time: 0.009, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8742, loss_cls: 1.2698, loss: 1.2698, grad_norm: 8.8862 2020-08-05 01:38:54,582 - mmaction - INFO - Epoch [80][3700/3757] lr: 1.000e-03, eta: 1 day, 16:44:19, time: 1.905, data_time: 0.009, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.2418, loss: 1.2418, grad_norm: 8.9696 2020-08-05 01:39:33,770 - mmaction - INFO - Epoch [80][3720/3757] lr: 1.000e-03, eta: 1 day, 16:43:40, time: 1.957, data_time: 0.002, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8648, loss_cls: 1.3533, loss: 1.3533, grad_norm: 9.1608 2020-08-05 01:40:14,798 - mmaction - INFO - Epoch [80][3740/3757] lr: 1.000e-03, eta: 1 day, 16:43:02, time: 2.047, data_time: 0.011, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.2816, loss: 1.2816, grad_norm: 8.9662 2020-08-05 01:40:38,042 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-08-05 01:41:34,073 - mmaction - INFO - Epoch [81][20/3757] lr: 1.000e-04, eta: 1 day, 16:41:40, time: 2.748, data_time: 1.650, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.1912, loss: 1.1912, grad_norm: 8.5585 2020-08-05 01:42:10,481 - mmaction - INFO - Epoch [81][40/3757] lr: 1.000e-04, eta: 1 day, 16:41:00, time: 1.828, data_time: 0.786, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8680, loss_cls: 1.2822, loss: 1.2822, grad_norm: 8.9700 2020-08-05 01:42:52,023 - mmaction - INFO - Epoch [81][60/3757] lr: 1.000e-04, eta: 1 day, 16:40:22, time: 2.073, data_time: 0.693, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8820, loss_cls: 1.2614, loss: 1.2614, grad_norm: 8.9603 2020-08-05 01:43:35,102 - mmaction - INFO - Epoch [81][80/3757] lr: 1.000e-04, eta: 1 day, 16:39:45, time: 2.153, data_time: 0.013, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8734, loss_cls: 1.2375, loss: 1.2375, grad_norm: 8.5349 2020-08-05 01:44:14,345 - mmaction - INFO - Epoch [81][100/3757] lr: 1.000e-04, eta: 1 day, 16:39:07, time: 1.968, data_time: 0.024, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8766, loss_cls: 1.2297, loss: 1.2297, grad_norm: 8.7129 2020-08-05 01:44:54,543 - mmaction - INFO - Epoch [81][120/3757] lr: 1.000e-04, eta: 1 day, 16:38:28, time: 2.006, data_time: 0.125, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8766, loss_cls: 1.2352, loss: 1.2352, grad_norm: 8.8056 2020-08-05 01:45:34,073 - mmaction - INFO - Epoch [81][140/3757] lr: 1.000e-04, eta: 1 day, 16:37:50, time: 1.980, data_time: 0.010, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8758, loss_cls: 1.2075, loss: 1.2075, grad_norm: 8.5672 2020-08-05 01:46:11,517 - mmaction - INFO - Epoch [81][160/3757] lr: 1.000e-04, eta: 1 day, 16:37:10, time: 1.868, data_time: 0.009, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.2321, loss: 1.2321, grad_norm: 8.6542 2020-08-05 01:46:51,990 - mmaction - INFO - Epoch [81][180/3757] lr: 1.000e-04, eta: 1 day, 16:36:31, time: 2.025, data_time: 0.009, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8820, loss_cls: 1.1985, loss: 1.1985, grad_norm: 8.4580 2020-08-05 01:47:26,818 - mmaction - INFO - Epoch [81][200/3757] lr: 1.000e-04, eta: 1 day, 16:35:50, time: 1.742, data_time: 0.333, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8781, loss_cls: 1.2324, loss: 1.2324, grad_norm: 8.7877 2020-08-05 01:48:05,771 - mmaction - INFO - Epoch [81][220/3757] lr: 1.000e-04, eta: 1 day, 16:35:11, time: 1.944, data_time: 0.276, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.2043, loss: 1.2043, grad_norm: 8.5650 2020-08-05 01:48:43,709 - mmaction - INFO - Epoch [81][240/3757] lr: 1.000e-04, eta: 1 day, 16:34:32, time: 1.903, data_time: 0.499, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8844, loss_cls: 1.2185, loss: 1.2185, grad_norm: 9.1883 2020-08-05 01:49:23,827 - mmaction - INFO - Epoch [81][260/3757] lr: 1.000e-04, eta: 1 day, 16:33:53, time: 2.003, data_time: 0.022, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8742, loss_cls: 1.2255, loss: 1.2255, grad_norm: 8.8321 2020-08-05 01:50:00,930 - mmaction - INFO - Epoch [81][280/3757] lr: 1.000e-04, eta: 1 day, 16:33:13, time: 1.858, data_time: 0.009, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8914, loss_cls: 1.1847, loss: 1.1847, grad_norm: 8.4976 2020-08-05 01:50:40,881 - mmaction - INFO - Epoch [81][300/3757] lr: 1.000e-04, eta: 1 day, 16:32:35, time: 1.991, data_time: 0.009, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.2299, loss: 1.2299, grad_norm: 8.6807 2020-08-05 01:51:22,381 - mmaction - INFO - Epoch [81][320/3757] lr: 1.000e-04, eta: 1 day, 16:31:57, time: 2.081, data_time: 0.011, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8789, loss_cls: 1.2594, loss: 1.2594, grad_norm: 9.0056 2020-08-05 01:52:03,295 - mmaction - INFO - Epoch [81][340/3757] lr: 1.000e-04, eta: 1 day, 16:31:19, time: 2.043, data_time: 0.008, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8766, loss_cls: 1.2292, loss: 1.2292, grad_norm: 8.7438 2020-08-05 01:52:42,541 - mmaction - INFO - Epoch [81][360/3757] lr: 1.000e-04, eta: 1 day, 16:30:40, time: 1.963, data_time: 0.009, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8680, loss_cls: 1.2698, loss: 1.2698, grad_norm: 8.7981 2020-08-05 01:53:22,468 - mmaction - INFO - Epoch [81][380/3757] lr: 1.000e-04, eta: 1 day, 16:30:02, time: 1.999, data_time: 0.099, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8805, loss_cls: 1.2698, loss: 1.2698, grad_norm: 8.9920 2020-08-05 01:54:02,083 - mmaction - INFO - Epoch [81][400/3757] lr: 1.000e-04, eta: 1 day, 16:29:23, time: 1.977, data_time: 0.007, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2608, loss: 1.2608, grad_norm: 8.7986 2020-08-05 01:54:38,782 - mmaction - INFO - Epoch [81][420/3757] lr: 1.000e-04, eta: 1 day, 16:28:43, time: 1.838, data_time: 0.005, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8875, loss_cls: 1.1635, loss: 1.1635, grad_norm: 8.6030 2020-08-05 01:55:20,522 - mmaction - INFO - Epoch [81][440/3757] lr: 1.000e-04, eta: 1 day, 16:28:05, time: 2.087, data_time: 0.067, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.1336, loss: 1.1336, grad_norm: 8.3612 2020-08-05 01:56:00,058 - mmaction - INFO - Epoch [81][460/3757] lr: 1.000e-04, eta: 1 day, 16:27:26, time: 1.977, data_time: 0.010, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8875, loss_cls: 1.1785, loss: 1.1785, grad_norm: 8.4088 2020-08-05 01:56:39,763 - mmaction - INFO - Epoch [81][480/3757] lr: 1.000e-04, eta: 1 day, 16:26:48, time: 1.983, data_time: 0.005, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8883, loss_cls: 1.2238, loss: 1.2238, grad_norm: 8.8282 2020-08-05 01:57:19,790 - mmaction - INFO - Epoch [81][500/3757] lr: 1.000e-04, eta: 1 day, 16:26:09, time: 2.001, data_time: 0.007, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8727, loss_cls: 1.2667, loss: 1.2667, grad_norm: 8.8170 2020-08-05 01:57:58,919 - mmaction - INFO - Epoch [81][520/3757] lr: 1.000e-04, eta: 1 day, 16:25:30, time: 1.953, data_time: 0.011, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.1869, loss: 1.1869, grad_norm: 8.5234 2020-08-05 01:58:31,423 - mmaction - INFO - Epoch [81][540/3757] lr: 1.000e-04, eta: 1 day, 16:24:48, time: 1.631, data_time: 0.303, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8766, loss_cls: 1.1811, loss: 1.1811, grad_norm: 8.5773 2020-08-05 01:59:10,117 - mmaction - INFO - Epoch [81][560/3757] lr: 1.000e-04, eta: 1 day, 16:24:09, time: 1.934, data_time: 1.289, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8789, loss_cls: 1.2298, loss: 1.2298, grad_norm: 8.8357 2020-08-05 01:59:48,927 - mmaction - INFO - Epoch [81][580/3757] lr: 1.000e-04, eta: 1 day, 16:23:30, time: 1.941, data_time: 1.373, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8797, loss_cls: 1.1829, loss: 1.1829, grad_norm: 8.9975 2020-08-05 02:00:32,354 - mmaction - INFO - Epoch [81][600/3757] lr: 1.000e-04, eta: 1 day, 16:22:53, time: 2.153, data_time: 0.672, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.1597, loss: 1.1597, grad_norm: 8.6540 2020-08-05 02:01:11,768 - mmaction - INFO - Epoch [81][620/3757] lr: 1.000e-04, eta: 1 day, 16:22:14, time: 1.989, data_time: 0.200, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2792, loss: 1.2792, grad_norm: 9.3036 2020-08-05 02:01:48,835 - mmaction - INFO - Epoch [81][640/3757] lr: 1.000e-04, eta: 1 day, 16:21:34, time: 1.850, data_time: 0.008, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8836, loss_cls: 1.1666, loss: 1.1666, grad_norm: 8.6375 2020-08-05 02:02:26,606 - mmaction - INFO - Epoch [81][660/3757] lr: 1.000e-04, eta: 1 day, 16:20:54, time: 1.885, data_time: 0.009, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.2341, loss: 1.2341, grad_norm: 8.8114 2020-08-05 02:03:06,891 - mmaction - INFO - Epoch [81][680/3757] lr: 1.000e-04, eta: 1 day, 16:20:16, time: 2.014, data_time: 0.010, memory: 5166, top1_acc: 0.6656, top5_acc: 0.8688, loss_cls: 1.3307, loss: 1.3307, grad_norm: 9.2071 2020-08-05 02:03:46,687 - mmaction - INFO - Epoch [81][700/3757] lr: 1.000e-04, eta: 1 day, 16:19:38, time: 1.996, data_time: 0.011, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8719, loss_cls: 1.2176, loss: 1.2176, grad_norm: 8.8519 2020-08-05 02:04:26,080 - mmaction - INFO - Epoch [81][720/3757] lr: 1.000e-04, eta: 1 day, 16:18:59, time: 1.972, data_time: 0.005, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.2005, loss: 1.2005, grad_norm: 8.7217 2020-08-05 02:05:04,764 - mmaction - INFO - Epoch [81][740/3757] lr: 1.000e-04, eta: 1 day, 16:18:20, time: 1.932, data_time: 0.007, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8711, loss_cls: 1.2278, loss: 1.2278, grad_norm: 8.7154 2020-08-05 02:05:41,782 - mmaction - INFO - Epoch [81][760/3757] lr: 1.000e-04, eta: 1 day, 16:17:40, time: 1.853, data_time: 0.004, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.2546, loss: 1.2546, grad_norm: 8.6824 2020-08-05 02:06:22,025 - mmaction - INFO - Epoch [81][780/3757] lr: 1.000e-04, eta: 1 day, 16:17:01, time: 2.010, data_time: 0.009, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8766, loss_cls: 1.1939, loss: 1.1939, grad_norm: 8.6500 2020-08-05 02:06:59,386 - mmaction - INFO - Epoch [81][800/3757] lr: 1.000e-04, eta: 1 day, 16:16:21, time: 1.861, data_time: 0.010, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8750, loss_cls: 1.1840, loss: 1.1840, grad_norm: 8.5100 2020-08-05 02:07:40,724 - mmaction - INFO - Epoch [81][820/3757] lr: 1.000e-04, eta: 1 day, 16:15:44, time: 2.074, data_time: 0.115, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8727, loss_cls: 1.2156, loss: 1.2156, grad_norm: 8.5284 2020-08-05 02:08:19,574 - mmaction - INFO - Epoch [81][840/3757] lr: 1.000e-04, eta: 1 day, 16:15:04, time: 1.946, data_time: 0.010, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.0921, loss: 1.0921, grad_norm: 8.4108 2020-08-05 02:08:56,332 - mmaction - INFO - Epoch [81][860/3757] lr: 1.000e-04, eta: 1 day, 16:14:24, time: 1.831, data_time: 0.039, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8578, loss_cls: 1.2491, loss: 1.2491, grad_norm: 8.6502 2020-08-05 02:09:35,284 - mmaction - INFO - Epoch [81][880/3757] lr: 1.000e-04, eta: 1 day, 16:13:45, time: 1.951, data_time: 0.262, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8508, loss_cls: 1.3112, loss: 1.3112, grad_norm: 8.9927 2020-08-05 02:10:17,136 - mmaction - INFO - Epoch [81][900/3757] lr: 1.000e-04, eta: 1 day, 16:13:08, time: 2.091, data_time: 0.030, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8688, loss_cls: 1.2589, loss: 1.2589, grad_norm: 8.6974 2020-08-05 02:10:57,290 - mmaction - INFO - Epoch [81][920/3757] lr: 1.000e-04, eta: 1 day, 16:12:29, time: 2.013, data_time: 0.018, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8789, loss_cls: 1.1697, loss: 1.1697, grad_norm: 8.8124 2020-08-05 02:11:31,529 - mmaction - INFO - Epoch [81][940/3757] lr: 1.000e-04, eta: 1 day, 16:11:48, time: 1.708, data_time: 0.296, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.2572, loss: 1.2572, grad_norm: 9.0567 2020-08-05 02:12:11,755 - mmaction - INFO - Epoch [81][960/3757] lr: 1.000e-04, eta: 1 day, 16:11:09, time: 2.009, data_time: 0.566, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8531, loss_cls: 1.3235, loss: 1.3235, grad_norm: 8.9877 2020-08-05 02:12:50,981 - mmaction - INFO - Epoch [81][980/3757] lr: 1.000e-04, eta: 1 day, 16:10:31, time: 1.968, data_time: 0.032, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1788, loss: 1.1788, grad_norm: 8.5986 2020-08-05 02:13:30,732 - mmaction - INFO - Epoch [81][1000/3757] lr: 1.000e-04, eta: 1 day, 16:09:52, time: 1.987, data_time: 0.007, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8648, loss_cls: 1.1677, loss: 1.1677, grad_norm: 8.5501 2020-08-05 02:14:09,236 - mmaction - INFO - Epoch [81][1020/3757] lr: 1.000e-04, eta: 1 day, 16:09:13, time: 1.924, data_time: 0.002, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8914, loss_cls: 1.1751, loss: 1.1751, grad_norm: 8.6862 2020-08-05 02:14:49,273 - mmaction - INFO - Epoch [81][1040/3757] lr: 1.000e-04, eta: 1 day, 16:08:34, time: 2.003, data_time: 0.009, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1750, loss: 1.1750, grad_norm: 8.6081 2020-08-05 02:15:27,826 - mmaction - INFO - Epoch [81][1060/3757] lr: 1.000e-04, eta: 1 day, 16:07:55, time: 1.919, data_time: 0.008, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8742, loss_cls: 1.2161, loss: 1.2161, grad_norm: 8.9399 2020-08-05 02:16:08,375 - mmaction - INFO - Epoch [81][1080/3757] lr: 1.000e-04, eta: 1 day, 16:07:17, time: 2.036, data_time: 0.041, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8734, loss_cls: 1.1970, loss: 1.1970, grad_norm: 8.6378 2020-08-05 02:16:48,954 - mmaction - INFO - Epoch [81][1100/3757] lr: 1.000e-04, eta: 1 day, 16:06:39, time: 2.020, data_time: 0.008, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8797, loss_cls: 1.2197, loss: 1.2197, grad_norm: 8.4843 2020-08-05 02:17:27,865 - mmaction - INFO - Epoch [81][1120/3757] lr: 1.000e-04, eta: 1 day, 16:06:00, time: 1.953, data_time: 0.031, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8648, loss_cls: 1.2578, loss: 1.2578, grad_norm: 8.9980 2020-08-05 02:18:07,786 - mmaction - INFO - Epoch [81][1140/3757] lr: 1.000e-04, eta: 1 day, 16:05:21, time: 1.996, data_time: 0.078, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8633, loss_cls: 1.2662, loss: 1.2662, grad_norm: 8.7142 2020-08-05 02:18:49,535 - mmaction - INFO - Epoch [81][1160/3757] lr: 1.000e-04, eta: 1 day, 16:04:43, time: 2.082, data_time: 1.112, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8750, loss_cls: 1.1873, loss: 1.1873, grad_norm: 8.8584 2020-08-05 02:19:24,569 - mmaction - INFO - Epoch [81][1180/3757] lr: 1.000e-04, eta: 1 day, 16:04:02, time: 1.756, data_time: 1.034, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8789, loss_cls: 1.2274, loss: 1.2274, grad_norm: 8.6188 2020-08-05 02:20:04,294 - mmaction - INFO - Epoch [81][1200/3757] lr: 1.000e-04, eta: 1 day, 16:03:24, time: 1.987, data_time: 0.940, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1790, loss: 1.1790, grad_norm: 8.4415 2020-08-05 02:20:43,246 - mmaction - INFO - Epoch [81][1220/3757] lr: 1.000e-04, eta: 1 day, 16:02:45, time: 1.947, data_time: 0.003, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8891, loss_cls: 1.1670, loss: 1.1670, grad_norm: 8.6558 2020-08-05 02:21:22,442 - mmaction - INFO - Epoch [81][1240/3757] lr: 1.000e-04, eta: 1 day, 16:02:06, time: 1.955, data_time: 0.011, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8711, loss_cls: 1.2406, loss: 1.2406, grad_norm: 8.7715 2020-08-05 02:22:04,042 - mmaction - INFO - Epoch [81][1260/3757] lr: 1.000e-04, eta: 1 day, 16:01:28, time: 2.085, data_time: 0.009, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8688, loss_cls: 1.2854, loss: 1.2854, grad_norm: 8.9612 2020-08-05 02:22:40,477 - mmaction - INFO - Epoch [81][1280/3757] lr: 1.000e-04, eta: 1 day, 16:00:48, time: 1.816, data_time: 0.008, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.2143, loss: 1.2143, grad_norm: 8.6623 2020-08-05 02:23:19,949 - mmaction - INFO - Epoch [81][1300/3757] lr: 1.000e-04, eta: 1 day, 16:00:09, time: 1.980, data_time: 0.015, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8977, loss_cls: 1.1207, loss: 1.1207, grad_norm: 8.7528 2020-08-05 02:23:57,352 - mmaction - INFO - Epoch [81][1320/3757] lr: 1.000e-04, eta: 1 day, 15:59:29, time: 1.871, data_time: 0.112, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8953, loss_cls: 1.1169, loss: 1.1169, grad_norm: 8.3964 2020-08-05 02:24:37,100 - mmaction - INFO - Epoch [81][1340/3757] lr: 1.000e-04, eta: 1 day, 15:58:51, time: 1.987, data_time: 0.009, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1824, loss: 1.1824, grad_norm: 8.7269 2020-08-05 02:25:18,022 - mmaction - INFO - Epoch [81][1360/3757] lr: 1.000e-04, eta: 1 day, 15:58:13, time: 2.043, data_time: 0.008, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.1788, loss: 1.1788, grad_norm: 8.3665 2020-08-05 02:25:54,491 - mmaction - INFO - Epoch [81][1380/3757] lr: 1.000e-04, eta: 1 day, 15:57:32, time: 1.826, data_time: 0.006, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0551, loss: 1.0551, grad_norm: 8.6109 2020-08-05 02:26:34,887 - mmaction - INFO - Epoch [81][1400/3757] lr: 1.000e-04, eta: 1 day, 15:56:54, time: 2.016, data_time: 0.008, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8898, loss_cls: 1.1878, loss: 1.1878, grad_norm: 8.7777 2020-08-05 02:27:12,437 - mmaction - INFO - Epoch [81][1420/3757] lr: 1.000e-04, eta: 1 day, 15:56:14, time: 1.881, data_time: 0.009, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2788, loss: 1.2788, grad_norm: 9.0883 2020-08-05 02:27:52,982 - mmaction - INFO - Epoch [81][1440/3757] lr: 1.000e-04, eta: 1 day, 15:55:36, time: 2.022, data_time: 0.022, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8789, loss_cls: 1.1879, loss: 1.1879, grad_norm: 8.4820 2020-08-05 02:28:29,595 - mmaction - INFO - Epoch [81][1460/3757] lr: 1.000e-04, eta: 1 day, 15:54:56, time: 1.836, data_time: 0.009, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8867, loss_cls: 1.1431, loss: 1.1431, grad_norm: 8.3753 2020-08-05 02:29:05,797 - mmaction - INFO - Epoch [81][1480/3757] lr: 1.000e-04, eta: 1 day, 15:54:15, time: 1.811, data_time: 0.017, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8789, loss_cls: 1.2395, loss: 1.2395, grad_norm: 8.9608 2020-08-05 02:29:43,552 - mmaction - INFO - Epoch [81][1500/3757] lr: 1.000e-04, eta: 1 day, 15:53:36, time: 1.884, data_time: 0.002, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8688, loss_cls: 1.2478, loss: 1.2478, grad_norm: 9.1245 2020-08-05 02:30:25,976 - mmaction - INFO - Epoch [81][1520/3757] lr: 1.000e-04, eta: 1 day, 15:52:58, time: 2.123, data_time: 0.012, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8805, loss_cls: 1.2372, loss: 1.2372, grad_norm: 8.8572 2020-08-05 02:31:02,556 - mmaction - INFO - Epoch [81][1540/3757] lr: 1.000e-04, eta: 1 day, 15:52:18, time: 1.831, data_time: 0.007, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8773, loss_cls: 1.2454, loss: 1.2454, grad_norm: 8.7252 2020-08-05 02:31:38,816 - mmaction - INFO - Epoch [81][1560/3757] lr: 1.000e-04, eta: 1 day, 15:51:38, time: 1.811, data_time: 0.008, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8711, loss_cls: 1.2441, loss: 1.2441, grad_norm: 8.7135 2020-08-05 02:32:17,844 - mmaction - INFO - Epoch [81][1580/3757] lr: 1.000e-04, eta: 1 day, 15:50:59, time: 1.951, data_time: 0.009, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.2131, loss: 1.2131, grad_norm: 9.1458 2020-08-05 02:33:00,043 - mmaction - INFO - Epoch [81][1600/3757] lr: 1.000e-04, eta: 1 day, 15:50:21, time: 2.106, data_time: 0.005, memory: 5166, top1_acc: 0.6805, top5_acc: 0.8625, loss_cls: 1.2808, loss: 1.2808, grad_norm: 8.8380 2020-08-05 02:33:36,046 - mmaction - INFO - Epoch [81][1620/3757] lr: 1.000e-04, eta: 1 day, 15:49:41, time: 1.803, data_time: 0.011, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2203, loss: 1.2203, grad_norm: 8.9012 2020-08-05 02:34:17,296 - mmaction - INFO - Epoch [81][1640/3757] lr: 1.000e-04, eta: 1 day, 15:49:03, time: 2.066, data_time: 0.007, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8859, loss_cls: 1.2161, loss: 1.2161, grad_norm: 8.6302 2020-08-05 02:34:55,691 - mmaction - INFO - Epoch [81][1660/3757] lr: 1.000e-04, eta: 1 day, 15:48:24, time: 1.920, data_time: 0.002, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2128, loss: 1.2128, grad_norm: 8.8636 2020-08-05 02:35:34,095 - mmaction - INFO - Epoch [81][1680/3757] lr: 1.000e-04, eta: 1 day, 15:47:44, time: 1.912, data_time: 0.007, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8984, loss_cls: 1.1390, loss: 1.1390, grad_norm: 8.6711 2020-08-05 02:36:14,077 - mmaction - INFO - Epoch [81][1700/3757] lr: 1.000e-04, eta: 1 day, 15:47:06, time: 2.006, data_time: 0.270, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8859, loss_cls: 1.1564, loss: 1.1564, grad_norm: 8.5213 2020-08-05 02:36:54,271 - mmaction - INFO - Epoch [81][1720/3757] lr: 1.000e-04, eta: 1 day, 15:46:27, time: 2.005, data_time: 0.033, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.3170, loss: 1.3170, grad_norm: 9.2506 2020-08-05 02:37:33,874 - mmaction - INFO - Epoch [81][1740/3757] lr: 1.000e-04, eta: 1 day, 15:45:49, time: 1.986, data_time: 0.010, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8719, loss_cls: 1.1882, loss: 1.1882, grad_norm: 8.4869 2020-08-05 02:38:13,397 - mmaction - INFO - Epoch [81][1760/3757] lr: 1.000e-04, eta: 1 day, 15:45:10, time: 1.969, data_time: 0.008, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8773, loss_cls: 1.2226, loss: 1.2226, grad_norm: 8.8534 2020-08-05 02:38:53,597 - mmaction - INFO - Epoch [81][1780/3757] lr: 1.000e-04, eta: 1 day, 15:44:32, time: 2.015, data_time: 0.012, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8773, loss_cls: 1.2560, loss: 1.2560, grad_norm: 8.8659 2020-08-05 02:39:30,773 - mmaction - INFO - Epoch [81][1800/3757] lr: 1.000e-04, eta: 1 day, 15:43:52, time: 1.858, data_time: 0.009, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.1919, loss: 1.1919, grad_norm: 8.8243 2020-08-05 02:40:09,446 - mmaction - INFO - Epoch [81][1820/3757] lr: 1.000e-04, eta: 1 day, 15:43:12, time: 1.937, data_time: 0.015, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.1905, loss: 1.1905, grad_norm: 8.6957 2020-08-05 02:40:46,143 - mmaction - INFO - Epoch [81][1840/3757] lr: 1.000e-04, eta: 1 day, 15:42:32, time: 1.835, data_time: 0.355, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2297, loss: 1.2297, grad_norm: 9.0214 2020-08-05 02:41:25,830 - mmaction - INFO - Epoch [81][1860/3757] lr: 1.000e-04, eta: 1 day, 15:41:54, time: 1.977, data_time: 1.272, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2143, loss: 1.2143, grad_norm: 9.1827 2020-08-05 02:42:05,049 - mmaction - INFO - Epoch [81][1880/3757] lr: 1.000e-04, eta: 1 day, 15:41:15, time: 1.966, data_time: 1.371, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8688, loss_cls: 1.2003, loss: 1.2003, grad_norm: 8.9109 2020-08-05 02:42:44,541 - mmaction - INFO - Epoch [81][1900/3757] lr: 1.000e-04, eta: 1 day, 15:40:36, time: 1.972, data_time: 1.405, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1461, loss: 1.1461, grad_norm: 8.8666 2020-08-05 02:43:23,129 - mmaction - INFO - Epoch [81][1920/3757] lr: 1.000e-04, eta: 1 day, 15:39:57, time: 1.932, data_time: 1.331, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8914, loss_cls: 1.1997, loss: 1.1997, grad_norm: 8.8371 2020-08-05 02:43:59,667 - mmaction - INFO - Epoch [81][1940/3757] lr: 1.000e-04, eta: 1 day, 15:39:16, time: 1.819, data_time: 1.138, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.1905, loss: 1.1905, grad_norm: 8.7276 2020-08-05 02:44:37,769 - mmaction - INFO - Epoch [81][1960/3757] lr: 1.000e-04, eta: 1 day, 15:38:37, time: 1.915, data_time: 1.328, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8602, loss_cls: 1.3149, loss: 1.3149, grad_norm: 8.8943 2020-08-05 02:45:18,896 - mmaction - INFO - Epoch [81][1980/3757] lr: 1.000e-04, eta: 1 day, 15:37:59, time: 2.050, data_time: 0.806, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.3115, loss: 1.3115, grad_norm: 8.9849 2020-08-05 02:45:57,079 - mmaction - INFO - Epoch [81][2000/3757] lr: 1.000e-04, eta: 1 day, 15:37:20, time: 1.915, data_time: 0.011, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1026, loss: 1.1026, grad_norm: 8.4756 2020-08-05 02:46:36,224 - mmaction - INFO - Epoch [81][2020/3757] lr: 1.000e-04, eta: 1 day, 15:36:41, time: 1.950, data_time: 0.008, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8805, loss_cls: 1.1602, loss: 1.1602, grad_norm: 8.6168 2020-08-05 02:47:15,694 - mmaction - INFO - Epoch [81][2040/3757] lr: 1.000e-04, eta: 1 day, 15:36:02, time: 1.981, data_time: 0.011, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8773, loss_cls: 1.2003, loss: 1.2003, grad_norm: 8.8011 2020-08-05 02:47:52,447 - mmaction - INFO - Epoch [81][2060/3757] lr: 1.000e-04, eta: 1 day, 15:35:22, time: 1.836, data_time: 0.093, memory: 5166, top1_acc: 0.6781, top5_acc: 0.8781, loss_cls: 1.2222, loss: 1.2222, grad_norm: 8.8512 2020-08-05 02:48:30,444 - mmaction - INFO - Epoch [81][2080/3757] lr: 1.000e-04, eta: 1 day, 15:34:42, time: 1.902, data_time: 0.030, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8914, loss_cls: 1.1958, loss: 1.1958, grad_norm: 8.8499 2020-08-05 02:49:09,337 - mmaction - INFO - Epoch [81][2100/3757] lr: 1.000e-04, eta: 1 day, 15:34:03, time: 1.937, data_time: 0.007, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1313, loss: 1.1313, grad_norm: 8.8004 2020-08-05 02:49:50,963 - mmaction - INFO - Epoch [81][2120/3757] lr: 1.000e-04, eta: 1 day, 15:33:26, time: 2.087, data_time: 0.010, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8766, loss_cls: 1.1920, loss: 1.1920, grad_norm: 8.7134 2020-08-05 02:50:28,501 - mmaction - INFO - Epoch [81][2140/3757] lr: 1.000e-04, eta: 1 day, 15:32:46, time: 1.869, data_time: 0.009, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8742, loss_cls: 1.1919, loss: 1.1919, grad_norm: 8.8782 2020-08-05 02:51:06,507 - mmaction - INFO - Epoch [81][2160/3757] lr: 1.000e-04, eta: 1 day, 15:32:06, time: 1.909, data_time: 0.012, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8766, loss_cls: 1.2013, loss: 1.2013, grad_norm: 8.8123 2020-08-05 02:51:46,626 - mmaction - INFO - Epoch [81][2180/3757] lr: 1.000e-04, eta: 1 day, 15:31:28, time: 2.003, data_time: 0.009, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8883, loss_cls: 1.1821, loss: 1.1821, grad_norm: 8.5892 2020-08-05 02:52:26,562 - mmaction - INFO - Epoch [81][2200/3757] lr: 1.000e-04, eta: 1 day, 15:30:49, time: 1.994, data_time: 0.010, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.2009, loss: 1.2009, grad_norm: 8.7713 2020-08-05 02:53:06,115 - mmaction - INFO - Epoch [81][2220/3757] lr: 1.000e-04, eta: 1 day, 15:30:11, time: 1.983, data_time: 0.010, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.1344, loss: 1.1344, grad_norm: 8.8260 2020-08-05 02:53:46,587 - mmaction - INFO - Epoch [81][2240/3757] lr: 1.000e-04, eta: 1 day, 15:29:32, time: 2.017, data_time: 0.009, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.1992, loss: 1.1992, grad_norm: 8.7373 2020-08-05 02:54:25,732 - mmaction - INFO - Epoch [81][2260/3757] lr: 1.000e-04, eta: 1 day, 15:28:53, time: 1.965, data_time: 0.074, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8695, loss_cls: 1.2688, loss: 1.2688, grad_norm: 8.9660 2020-08-05 02:55:06,155 - mmaction - INFO - Epoch [81][2280/3757] lr: 1.000e-04, eta: 1 day, 15:28:15, time: 2.020, data_time: 0.084, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1332, loss: 1.1332, grad_norm: 8.5890 2020-08-05 02:55:45,226 - mmaction - INFO - Epoch [81][2300/3757] lr: 1.000e-04, eta: 1 day, 15:27:36, time: 1.953, data_time: 0.003, memory: 5166, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3257, loss: 1.3257, grad_norm: 9.3135 2020-08-05 02:56:21,791 - mmaction - INFO - Epoch [81][2320/3757] lr: 1.000e-04, eta: 1 day, 15:26:56, time: 1.824, data_time: 0.008, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8586, loss_cls: 1.2996, loss: 1.2996, grad_norm: 8.9527 2020-08-05 02:57:01,175 - mmaction - INFO - Epoch [81][2340/3757] lr: 1.000e-04, eta: 1 day, 15:26:17, time: 1.973, data_time: 0.010, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8859, loss_cls: 1.1907, loss: 1.1907, grad_norm: 8.6299 2020-08-05 02:57:40,432 - mmaction - INFO - Epoch [81][2360/3757] lr: 1.000e-04, eta: 1 day, 15:25:38, time: 1.955, data_time: 0.008, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8773, loss_cls: 1.2153, loss: 1.2153, grad_norm: 8.7049 2020-08-05 02:58:17,710 - mmaction - INFO - Epoch [81][2380/3757] lr: 1.000e-04, eta: 1 day, 15:24:58, time: 1.872, data_time: 0.011, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2027, loss: 1.2027, grad_norm: 8.9931 2020-08-05 02:58:55,928 - mmaction - INFO - Epoch [81][2400/3757] lr: 1.000e-04, eta: 1 day, 15:24:19, time: 1.903, data_time: 0.008, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8711, loss_cls: 1.2359, loss: 1.2359, grad_norm: 8.6376 2020-08-05 02:59:36,210 - mmaction - INFO - Epoch [81][2420/3757] lr: 1.000e-04, eta: 1 day, 15:23:41, time: 2.021, data_time: 0.106, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8703, loss_cls: 1.1969, loss: 1.1969, grad_norm: 8.6048 2020-08-05 03:00:17,734 - mmaction - INFO - Epoch [81][2440/3757] lr: 1.000e-04, eta: 1 day, 15:23:03, time: 2.064, data_time: 0.470, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2977, loss: 1.2977, grad_norm: 9.0657 2020-08-05 03:00:57,396 - mmaction - INFO - Epoch [81][2460/3757] lr: 1.000e-04, eta: 1 day, 15:22:24, time: 1.996, data_time: 0.458, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8703, loss_cls: 1.2555, loss: 1.2555, grad_norm: 9.0484 2020-08-05 03:01:32,009 - mmaction - INFO - Epoch [81][2480/3757] lr: 1.000e-04, eta: 1 day, 15:21:43, time: 1.730, data_time: 0.007, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.2047, loss: 1.2047, grad_norm: 8.7578 2020-08-05 03:02:15,458 - mmaction - INFO - Epoch [81][2500/3757] lr: 1.000e-04, eta: 1 day, 15:21:06, time: 2.170, data_time: 0.232, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8625, loss_cls: 1.2372, loss: 1.2372, grad_norm: 8.8900 2020-08-05 03:02:52,048 - mmaction - INFO - Epoch [81][2520/3757] lr: 1.000e-04, eta: 1 day, 15:20:26, time: 1.832, data_time: 0.371, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8875, loss_cls: 1.1124, loss: 1.1124, grad_norm: 8.1564 2020-08-05 03:03:32,068 - mmaction - INFO - Epoch [81][2540/3757] lr: 1.000e-04, eta: 1 day, 15:19:47, time: 2.001, data_time: 0.125, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8781, loss_cls: 1.2248, loss: 1.2248, grad_norm: 8.7173 2020-08-05 03:04:11,196 - mmaction - INFO - Epoch [81][2560/3757] lr: 1.000e-04, eta: 1 day, 15:19:09, time: 1.957, data_time: 0.002, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1702, loss: 1.1702, grad_norm: 8.8257 2020-08-05 03:04:44,761 - mmaction - INFO - Epoch [81][2580/3757] lr: 1.000e-04, eta: 1 day, 15:18:27, time: 1.670, data_time: 0.007, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8703, loss_cls: 1.2467, loss: 1.2467, grad_norm: 8.7546 2020-08-05 03:05:26,270 - mmaction - INFO - Epoch [81][2600/3757] lr: 1.000e-04, eta: 1 day, 15:17:49, time: 2.074, data_time: 0.011, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1679, loss: 1.1679, grad_norm: 8.6949 2020-08-05 03:06:06,452 - mmaction - INFO - Epoch [81][2620/3757] lr: 1.000e-04, eta: 1 day, 15:17:11, time: 2.020, data_time: 0.012, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2892, loss: 1.2892, grad_norm: 9.0343 2020-08-05 03:06:44,573 - mmaction - INFO - Epoch [81][2640/3757] lr: 1.000e-04, eta: 1 day, 15:16:31, time: 1.896, data_time: 0.006, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8719, loss_cls: 1.2932, loss: 1.2932, grad_norm: 9.0823 2020-08-05 03:07:24,501 - mmaction - INFO - Epoch [81][2660/3757] lr: 1.000e-04, eta: 1 day, 15:15:53, time: 2.003, data_time: 0.012, memory: 5166, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3361, loss: 1.3361, grad_norm: 9.2499 2020-08-05 03:08:02,062 - mmaction - INFO - Epoch [81][2680/3757] lr: 1.000e-04, eta: 1 day, 15:15:13, time: 1.874, data_time: 0.180, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8688, loss_cls: 1.2624, loss: 1.2624, grad_norm: 9.0007 2020-08-05 03:08:41,990 - mmaction - INFO - Epoch [81][2700/3757] lr: 1.000e-04, eta: 1 day, 15:14:34, time: 2.001, data_time: 0.010, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8773, loss_cls: 1.1757, loss: 1.1757, grad_norm: 8.5096 2020-08-05 03:09:20,527 - mmaction - INFO - Epoch [81][2720/3757] lr: 1.000e-04, eta: 1 day, 15:13:55, time: 1.929, data_time: 0.007, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8875, loss_cls: 1.1721, loss: 1.1721, grad_norm: 8.7102 2020-08-05 03:10:00,478 - mmaction - INFO - Epoch [81][2740/3757] lr: 1.000e-04, eta: 1 day, 15:13:17, time: 1.997, data_time: 0.002, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8742, loss_cls: 1.2692, loss: 1.2692, grad_norm: 8.8376 2020-08-05 03:10:38,755 - mmaction - INFO - Epoch [81][2760/3757] lr: 1.000e-04, eta: 1 day, 15:12:37, time: 1.905, data_time: 0.008, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8742, loss_cls: 1.1828, loss: 1.1828, grad_norm: 8.6304 2020-08-05 03:11:16,668 - mmaction - INFO - Epoch [81][2780/3757] lr: 1.000e-04, eta: 1 day, 15:11:58, time: 1.904, data_time: 0.064, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8898, loss_cls: 1.1751, loss: 1.1751, grad_norm: 8.7402 2020-08-05 03:11:59,942 - mmaction - INFO - Epoch [81][2800/3757] lr: 1.000e-04, eta: 1 day, 15:11:21, time: 2.157, data_time: 0.096, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8742, loss_cls: 1.2457, loss: 1.2457, grad_norm: 9.0092 2020-08-05 03:12:36,334 - mmaction - INFO - Epoch [81][2820/3757] lr: 1.000e-04, eta: 1 day, 15:10:40, time: 1.825, data_time: 0.478, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2295, loss: 1.2295, grad_norm: 8.8954 2020-08-05 03:13:16,151 - mmaction - INFO - Epoch [81][2840/3757] lr: 1.000e-04, eta: 1 day, 15:10:02, time: 1.992, data_time: 1.194, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8812, loss_cls: 1.1947, loss: 1.1947, grad_norm: 8.7781 2020-08-05 03:13:57,473 - mmaction - INFO - Epoch [81][2860/3757] lr: 1.000e-04, eta: 1 day, 15:09:24, time: 2.067, data_time: 1.231, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8812, loss_cls: 1.1952, loss: 1.1952, grad_norm: 8.8022 2020-08-05 03:14:35,340 - mmaction - INFO - Epoch [81][2880/3757] lr: 1.000e-04, eta: 1 day, 15:08:44, time: 1.893, data_time: 1.175, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.1927, loss: 1.1927, grad_norm: 8.6095 2020-08-05 03:15:15,165 - mmaction - INFO - Epoch [81][2900/3757] lr: 1.000e-04, eta: 1 day, 15:08:06, time: 1.984, data_time: 0.039, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8789, loss_cls: 1.1596, loss: 1.1596, grad_norm: 8.8090 2020-08-05 03:15:55,157 - mmaction - INFO - Epoch [81][2920/3757] lr: 1.000e-04, eta: 1 day, 15:07:27, time: 2.008, data_time: 0.038, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8766, loss_cls: 1.2142, loss: 1.2142, grad_norm: 8.8738 2020-08-05 03:16:34,653 - mmaction - INFO - Epoch [81][2940/3757] lr: 1.000e-04, eta: 1 day, 15:06:49, time: 1.974, data_time: 0.011, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8828, loss_cls: 1.2062, loss: 1.2062, grad_norm: 8.6660 2020-08-05 03:17:15,098 - mmaction - INFO - Epoch [81][2960/3757] lr: 1.000e-04, eta: 1 day, 15:06:10, time: 2.015, data_time: 0.008, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8742, loss_cls: 1.2237, loss: 1.2237, grad_norm: 8.6223 2020-08-05 03:17:49,676 - mmaction - INFO - Epoch [81][2980/3757] lr: 1.000e-04, eta: 1 day, 15:05:29, time: 1.736, data_time: 0.013, memory: 5166, top1_acc: 0.7398, top5_acc: 0.9023, loss_cls: 1.0943, loss: 1.0943, grad_norm: 8.6196 2020-08-05 03:18:30,026 - mmaction - INFO - Epoch [81][3000/3757] lr: 1.000e-04, eta: 1 day, 15:04:51, time: 2.014, data_time: 0.107, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8906, loss_cls: 1.1032, loss: 1.1032, grad_norm: 8.5356 2020-08-05 03:19:08,775 - mmaction - INFO - Epoch [81][3020/3757] lr: 1.000e-04, eta: 1 day, 15:04:12, time: 1.940, data_time: 0.142, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2283, loss: 1.2283, grad_norm: 8.7747 2020-08-05 03:19:46,305 - mmaction - INFO - Epoch [81][3040/3757] lr: 1.000e-04, eta: 1 day, 15:03:32, time: 1.872, data_time: 0.008, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.1858, loss: 1.1858, grad_norm: 8.7598 2020-08-05 03:20:29,627 - mmaction - INFO - Epoch [81][3060/3757] lr: 1.000e-04, eta: 1 day, 15:02:55, time: 2.164, data_time: 0.010, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2389, loss: 1.2389, grad_norm: 8.7817 2020-08-05 03:21:07,520 - mmaction - INFO - Epoch [81][3080/3757] lr: 1.000e-04, eta: 1 day, 15:02:16, time: 1.902, data_time: 0.017, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8805, loss_cls: 1.2303, loss: 1.2303, grad_norm: 9.0059 2020-08-05 03:21:46,916 - mmaction - INFO - Epoch [81][3100/3757] lr: 1.000e-04, eta: 1 day, 15:01:37, time: 1.971, data_time: 0.017, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1712, loss: 1.1712, grad_norm: 8.7868 2020-08-05 03:22:27,991 - mmaction - INFO - Epoch [81][3120/3757] lr: 1.000e-04, eta: 1 day, 15:00:59, time: 2.045, data_time: 0.007, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8664, loss_cls: 1.2279, loss: 1.2279, grad_norm: 8.6424 2020-08-05 03:23:06,364 - mmaction - INFO - Epoch [81][3140/3757] lr: 1.000e-04, eta: 1 day, 15:00:19, time: 1.926, data_time: 0.011, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8859, loss_cls: 1.1229, loss: 1.1229, grad_norm: 8.4636 2020-08-05 03:23:43,973 - mmaction - INFO - Epoch [81][3160/3757] lr: 1.000e-04, eta: 1 day, 14:59:40, time: 1.878, data_time: 0.010, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.2284, loss: 1.2284, grad_norm: 8.7623 2020-08-05 03:24:23,575 - mmaction - INFO - Epoch [81][3180/3757] lr: 1.000e-04, eta: 1 day, 14:59:01, time: 1.984, data_time: 0.217, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1978, loss: 1.1978, grad_norm: 8.5085 2020-08-05 03:25:05,990 - mmaction - INFO - Epoch [81][3200/3757] lr: 1.000e-04, eta: 1 day, 14:58:24, time: 2.121, data_time: 0.021, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.2448, loss: 1.2448, grad_norm: 8.8722 2020-08-05 03:25:42,894 - mmaction - INFO - Epoch [81][3220/3757] lr: 1.000e-04, eta: 1 day, 14:57:44, time: 1.844, data_time: 0.074, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8984, loss_cls: 1.1522, loss: 1.1522, grad_norm: 8.9523 2020-08-05 03:26:27,171 - mmaction - INFO - Epoch [81][3240/3757] lr: 1.000e-04, eta: 1 day, 14:57:07, time: 2.214, data_time: 0.010, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8820, loss_cls: 1.1838, loss: 1.1838, grad_norm: 8.9867 2020-08-05 03:26:59,923 - mmaction - INFO - Epoch [81][3260/3757] lr: 1.000e-04, eta: 1 day, 14:56:25, time: 1.637, data_time: 0.009, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8680, loss_cls: 1.2469, loss: 1.2469, grad_norm: 8.9256 2020-08-05 03:27:43,195 - mmaction - INFO - Epoch [81][3280/3757] lr: 1.000e-04, eta: 1 day, 14:55:48, time: 2.160, data_time: 0.007, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8812, loss_cls: 1.1529, loss: 1.1529, grad_norm: 8.6960 2020-08-05 03:28:19,771 - mmaction - INFO - Epoch [81][3300/3757] lr: 1.000e-04, eta: 1 day, 14:55:08, time: 1.833, data_time: 0.009, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8812, loss_cls: 1.1518, loss: 1.1518, grad_norm: 8.5660 2020-08-05 03:28:56,332 - mmaction - INFO - Epoch [81][3320/3757] lr: 1.000e-04, eta: 1 day, 14:54:28, time: 1.819, data_time: 0.008, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8609, loss_cls: 1.2595, loss: 1.2595, grad_norm: 8.7996 2020-08-05 03:29:37,345 - mmaction - INFO - Epoch [81][3340/3757] lr: 1.000e-04, eta: 1 day, 14:53:50, time: 2.058, data_time: 0.016, memory: 5166, top1_acc: 0.7328, top5_acc: 0.9008, loss_cls: 1.0715, loss: 1.0715, grad_norm: 8.4185 2020-08-05 03:30:17,744 - mmaction - INFO - Epoch [81][3360/3757] lr: 1.000e-04, eta: 1 day, 14:53:12, time: 2.017, data_time: 0.189, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.1097, loss: 1.1097, grad_norm: 8.3501 2020-08-05 03:31:00,919 - mmaction - INFO - Epoch [81][3380/3757] lr: 1.000e-04, eta: 1 day, 14:52:35, time: 2.163, data_time: 0.010, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1855, loss: 1.1855, grad_norm: 8.9217 2020-08-05 03:31:39,451 - mmaction - INFO - Epoch [81][3400/3757] lr: 1.000e-04, eta: 1 day, 14:51:55, time: 1.921, data_time: 0.006, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8695, loss_cls: 1.2416, loss: 1.2416, grad_norm: 9.1458 2020-08-05 03:32:19,088 - mmaction - INFO - Epoch [81][3420/3757] lr: 1.000e-04, eta: 1 day, 14:51:17, time: 1.984, data_time: 0.016, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8844, loss_cls: 1.1928, loss: 1.1928, grad_norm: 8.8754 2020-08-05 03:32:56,342 - mmaction - INFO - Epoch [81][3440/3757] lr: 1.000e-04, eta: 1 day, 14:50:37, time: 1.864, data_time: 0.006, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8852, loss_cls: 1.1835, loss: 1.1835, grad_norm: 8.7335 2020-08-05 03:33:39,168 - mmaction - INFO - Epoch [81][3460/3757] lr: 1.000e-04, eta: 1 day, 14:50:00, time: 2.139, data_time: 0.754, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1994, loss: 1.1994, grad_norm: 8.9529 2020-08-05 03:34:17,733 - mmaction - INFO - Epoch [81][3480/3757] lr: 1.000e-04, eta: 1 day, 14:49:20, time: 1.930, data_time: 0.155, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1866, loss: 1.1866, grad_norm: 8.8217 2020-08-05 03:34:56,024 - mmaction - INFO - Epoch [81][3500/3757] lr: 1.000e-04, eta: 1 day, 14:48:41, time: 1.913, data_time: 0.546, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8789, loss_cls: 1.1839, loss: 1.1839, grad_norm: 8.8863 2020-08-05 03:35:35,185 - mmaction - INFO - Epoch [81][3520/3757] lr: 1.000e-04, eta: 1 day, 14:48:02, time: 1.961, data_time: 0.633, memory: 5166, top1_acc: 0.7281, top5_acc: 0.9016, loss_cls: 1.0692, loss: 1.0692, grad_norm: 8.5577 2020-08-05 03:36:12,462 - mmaction - INFO - Epoch [81][3540/3757] lr: 1.000e-04, eta: 1 day, 14:47:22, time: 1.855, data_time: 0.148, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8867, loss_cls: 1.1979, loss: 1.1979, grad_norm: 8.7744 2020-08-05 03:36:54,070 - mmaction - INFO - Epoch [81][3560/3757] lr: 1.000e-04, eta: 1 day, 14:46:45, time: 2.088, data_time: 0.019, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.2077, loss: 1.2077, grad_norm: 8.8613 2020-08-05 03:37:34,733 - mmaction - INFO - Epoch [81][3580/3757] lr: 1.000e-04, eta: 1 day, 14:46:06, time: 2.033, data_time: 0.004, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2190, loss: 1.2190, grad_norm: 8.8021 2020-08-05 03:38:12,549 - mmaction - INFO - Epoch [81][3600/3757] lr: 1.000e-04, eta: 1 day, 14:45:27, time: 1.891, data_time: 0.019, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.2321, loss: 1.2321, grad_norm: 8.8337 2020-08-05 03:38:50,294 - mmaction - INFO - Epoch [81][3620/3757] lr: 1.000e-04, eta: 1 day, 14:44:47, time: 1.884, data_time: 0.009, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.2189, loss: 1.2189, grad_norm: 8.9423 2020-08-05 03:39:29,100 - mmaction - INFO - Epoch [81][3640/3757] lr: 1.000e-04, eta: 1 day, 14:44:08, time: 1.944, data_time: 0.009, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8914, loss_cls: 1.1332, loss: 1.1332, grad_norm: 8.6665 2020-08-05 03:40:10,791 - mmaction - INFO - Epoch [81][3660/3757] lr: 1.000e-04, eta: 1 day, 14:43:30, time: 2.083, data_time: 0.299, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8750, loss_cls: 1.2895, loss: 1.2895, grad_norm: 9.1170 2020-08-05 03:40:51,185 - mmaction - INFO - Epoch [81][3680/3757] lr: 1.000e-04, eta: 1 day, 14:42:52, time: 2.019, data_time: 0.102, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8953, loss_cls: 1.1144, loss: 1.1144, grad_norm: 8.4089 2020-08-05 03:41:29,943 - mmaction - INFO - Epoch [81][3700/3757] lr: 1.000e-04, eta: 1 day, 14:42:13, time: 1.935, data_time: 0.034, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1562, loss: 1.1562, grad_norm: 8.9803 2020-08-05 03:42:09,247 - mmaction - INFO - Epoch [81][3720/3757] lr: 1.000e-04, eta: 1 day, 14:41:34, time: 1.971, data_time: 0.013, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8680, loss_cls: 1.2409, loss: 1.2409, grad_norm: 8.8761 2020-08-05 03:42:45,921 - mmaction - INFO - Epoch [81][3740/3757] lr: 1.000e-04, eta: 1 day, 14:40:54, time: 1.833, data_time: 0.002, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8656, loss_cls: 1.2740, loss: 1.2740, grad_norm: 8.7366 2020-08-05 03:43:11,223 - mmaction - INFO - Saving checkpoint at 81 epochs 2020-08-05 03:44:05,052 - mmaction - INFO - Epoch [82][20/3757] lr: 1.000e-04, eta: 1 day, 14:39:32, time: 2.619, data_time: 1.059, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1570, loss: 1.1570, grad_norm: 8.5880 2020-08-05 03:44:45,312 - mmaction - INFO - Epoch [82][40/3757] lr: 1.000e-04, eta: 1 day, 14:38:54, time: 2.013, data_time: 0.012, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8773, loss_cls: 1.2126, loss: 1.2126, grad_norm: 8.8406 2020-08-05 03:45:24,165 - mmaction - INFO - Epoch [82][60/3757] lr: 1.000e-04, eta: 1 day, 14:38:14, time: 1.939, data_time: 0.008, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.1706, loss: 1.1706, grad_norm: 8.9421 2020-08-05 03:46:07,009 - mmaction - INFO - Epoch [82][80/3757] lr: 1.000e-04, eta: 1 day, 14:37:37, time: 2.145, data_time: 0.008, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1928, loss: 1.1928, grad_norm: 9.0212 2020-08-05 03:46:44,632 - mmaction - INFO - Epoch [82][100/3757] lr: 1.000e-04, eta: 1 day, 14:36:58, time: 1.881, data_time: 0.007, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8852, loss_cls: 1.1209, loss: 1.1209, grad_norm: 8.5867 2020-08-05 03:47:26,759 - mmaction - INFO - Epoch [82][120/3757] lr: 1.000e-04, eta: 1 day, 14:36:20, time: 2.105, data_time: 0.010, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8789, loss_cls: 1.2359, loss: 1.2359, grad_norm: 9.0304 2020-08-05 03:48:02,963 - mmaction - INFO - Epoch [82][140/3757] lr: 1.000e-04, eta: 1 day, 14:35:40, time: 1.810, data_time: 0.004, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1764, loss: 1.1764, grad_norm: 8.9171 2020-08-05 03:48:41,755 - mmaction - INFO - Epoch [82][160/3757] lr: 1.000e-04, eta: 1 day, 14:35:01, time: 1.934, data_time: 0.028, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.1591, loss: 1.1591, grad_norm: 8.6981 2020-08-05 03:49:23,025 - mmaction - INFO - Epoch [82][180/3757] lr: 1.000e-04, eta: 1 day, 14:34:23, time: 2.068, data_time: 0.188, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.2088, loss: 1.2088, grad_norm: 9.0160 2020-08-05 03:50:02,600 - mmaction - INFO - Epoch [82][200/3757] lr: 1.000e-04, eta: 1 day, 14:33:44, time: 1.979, data_time: 0.279, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.1916, loss: 1.1916, grad_norm: 8.6759 2020-08-05 03:50:44,111 - mmaction - INFO - Epoch [82][220/3757] lr: 1.000e-04, eta: 1 day, 14:33:06, time: 2.077, data_time: 0.526, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.1311, loss: 1.1311, grad_norm: 9.0562 2020-08-05 03:51:21,860 - mmaction - INFO - Epoch [82][240/3757] lr: 1.000e-04, eta: 1 day, 14:32:27, time: 1.889, data_time: 0.544, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8930, loss_cls: 1.1427, loss: 1.1427, grad_norm: 8.8690 2020-08-05 03:52:00,763 - mmaction - INFO - Epoch [82][260/3757] lr: 1.000e-04, eta: 1 day, 14:31:48, time: 1.939, data_time: 0.248, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8914, loss_cls: 1.1329, loss: 1.1329, grad_norm: 8.5959 2020-08-05 03:52:41,280 - mmaction - INFO - Epoch [82][280/3757] lr: 1.000e-04, eta: 1 day, 14:31:09, time: 2.028, data_time: 0.008, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8742, loss_cls: 1.2165, loss: 1.2165, grad_norm: 8.8681 2020-08-05 03:53:19,018 - mmaction - INFO - Epoch [82][300/3757] lr: 1.000e-04, eta: 1 day, 14:30:30, time: 1.890, data_time: 0.008, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8797, loss_cls: 1.2892, loss: 1.2892, grad_norm: 9.3280 2020-08-05 03:53:57,227 - mmaction - INFO - Epoch [82][320/3757] lr: 1.000e-04, eta: 1 day, 14:29:50, time: 1.907, data_time: 0.008, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8844, loss_cls: 1.1867, loss: 1.1867, grad_norm: 8.9438 2020-08-05 03:54:37,868 - mmaction - INFO - Epoch [82][340/3757] lr: 1.000e-04, eta: 1 day, 14:29:12, time: 2.037, data_time: 0.007, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.2187, loss: 1.2187, grad_norm: 8.7692 2020-08-05 03:55:16,626 - mmaction - INFO - Epoch [82][360/3757] lr: 1.000e-04, eta: 1 day, 14:28:33, time: 1.930, data_time: 0.010, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8875, loss_cls: 1.2275, loss: 1.2275, grad_norm: 8.8768 2020-08-05 03:55:56,816 - mmaction - INFO - Epoch [82][380/3757] lr: 1.000e-04, eta: 1 day, 14:27:55, time: 2.015, data_time: 0.010, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8750, loss_cls: 1.2692, loss: 1.2692, grad_norm: 9.1055 2020-08-05 03:56:33,429 - mmaction - INFO - Epoch [82][400/3757] lr: 1.000e-04, eta: 1 day, 14:27:14, time: 1.828, data_time: 0.589, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1965, loss: 1.1965, grad_norm: 8.9261 2020-08-05 03:57:13,113 - mmaction - INFO - Epoch [82][420/3757] lr: 1.000e-04, eta: 1 day, 14:26:36, time: 1.987, data_time: 0.980, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8867, loss_cls: 1.1351, loss: 1.1351, grad_norm: 8.6390 2020-08-05 03:57:52,445 - mmaction - INFO - Epoch [82][440/3757] lr: 1.000e-04, eta: 1 day, 14:25:57, time: 1.961, data_time: 0.103, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.0953, loss: 1.0953, grad_norm: 8.5447 2020-08-05 03:58:33,088 - mmaction - INFO - Epoch [82][460/3757] lr: 1.000e-04, eta: 1 day, 14:25:19, time: 2.039, data_time: 0.016, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.1877, loss: 1.1877, grad_norm: 8.8356 2020-08-05 03:59:10,452 - mmaction - INFO - Epoch [82][480/3757] lr: 1.000e-04, eta: 1 day, 14:24:39, time: 1.861, data_time: 0.037, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.2298, loss: 1.2298, grad_norm: 9.1442 2020-08-05 03:59:49,424 - mmaction - INFO - Epoch [82][500/3757] lr: 1.000e-04, eta: 1 day, 14:24:00, time: 1.951, data_time: 0.010, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.1981, loss: 1.1981, grad_norm: 8.7504 2020-08-05 04:00:29,184 - mmaction - INFO - Epoch [82][520/3757] lr: 1.000e-04, eta: 1 day, 14:23:21, time: 1.975, data_time: 0.013, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8680, loss_cls: 1.1934, loss: 1.1934, grad_norm: 8.5622 2020-08-05 04:01:07,763 - mmaction - INFO - Epoch [82][540/3757] lr: 1.000e-04, eta: 1 day, 14:22:42, time: 1.946, data_time: 0.032, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8961, loss_cls: 1.1746, loss: 1.1746, grad_norm: 9.1177 2020-08-05 04:01:49,233 - mmaction - INFO - Epoch [82][560/3757] lr: 1.000e-04, eta: 1 day, 14:22:04, time: 2.070, data_time: 0.019, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8938, loss_cls: 1.1494, loss: 1.1494, grad_norm: 8.8029 2020-08-05 04:02:24,107 - mmaction - INFO - Epoch [82][580/3757] lr: 1.000e-04, eta: 1 day, 14:21:23, time: 1.740, data_time: 0.136, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8859, loss_cls: 1.1862, loss: 1.1862, grad_norm: 8.9355 2020-08-05 04:03:05,848 - mmaction - INFO - Epoch [82][600/3757] lr: 1.000e-04, eta: 1 day, 14:20:46, time: 2.091, data_time: 0.051, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8742, loss_cls: 1.2203, loss: 1.2203, grad_norm: 8.8614 2020-08-05 04:03:44,684 - mmaction - INFO - Epoch [82][620/3757] lr: 1.000e-04, eta: 1 day, 14:20:06, time: 1.942, data_time: 1.084, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8805, loss_cls: 1.1974, loss: 1.1974, grad_norm: 8.9330 2020-08-05 04:04:24,066 - mmaction - INFO - Epoch [82][640/3757] lr: 1.000e-04, eta: 1 day, 14:19:28, time: 1.969, data_time: 0.734, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8961, loss_cls: 1.1392, loss: 1.1392, grad_norm: 8.7326 2020-08-05 04:05:03,391 - mmaction - INFO - Epoch [82][660/3757] lr: 1.000e-04, eta: 1 day, 14:18:49, time: 1.969, data_time: 0.011, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8883, loss_cls: 1.1374, loss: 1.1374, grad_norm: 8.7451 2020-08-05 04:05:43,485 - mmaction - INFO - Epoch [82][680/3757] lr: 1.000e-04, eta: 1 day, 14:18:10, time: 2.006, data_time: 0.003, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8859, loss_cls: 1.1999, loss: 1.1999, grad_norm: 8.9783 2020-08-05 04:06:20,166 - mmaction - INFO - Epoch [82][700/3757] lr: 1.000e-04, eta: 1 day, 14:17:30, time: 1.833, data_time: 0.345, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8867, loss_cls: 1.1466, loss: 1.1466, grad_norm: 8.8717 2020-08-05 04:07:01,554 - mmaction - INFO - Epoch [82][720/3757] lr: 1.000e-04, eta: 1 day, 14:16:52, time: 2.063, data_time: 0.193, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8797, loss_cls: 1.2609, loss: 1.2609, grad_norm: 9.3661 2020-08-05 04:07:38,558 - mmaction - INFO - Epoch [82][740/3757] lr: 1.000e-04, eta: 1 day, 14:16:12, time: 1.855, data_time: 0.046, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1897, loss: 1.1897, grad_norm: 8.7875 2020-08-05 04:08:21,941 - mmaction - INFO - Epoch [82][760/3757] lr: 1.000e-04, eta: 1 day, 14:15:36, time: 2.169, data_time: 0.010, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8961, loss_cls: 1.1091, loss: 1.1091, grad_norm: 8.5030 2020-08-05 04:08:53,973 - mmaction - INFO - Epoch [82][780/3757] lr: 1.000e-04, eta: 1 day, 14:14:53, time: 1.603, data_time: 0.004, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.1645, loss: 1.1645, grad_norm: 8.4280 2020-08-05 04:09:30,447 - mmaction - INFO - Epoch [82][800/3757] lr: 1.000e-04, eta: 1 day, 14:14:13, time: 1.818, data_time: 0.783, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8906, loss_cls: 1.1700, loss: 1.1700, grad_norm: 8.8014 2020-08-05 04:10:08,854 - mmaction - INFO - Epoch [82][820/3757] lr: 1.000e-04, eta: 1 day, 14:13:34, time: 1.926, data_time: 0.714, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2454, loss: 1.2454, grad_norm: 9.1768 2020-08-05 04:10:52,546 - mmaction - INFO - Epoch [82][840/3757] lr: 1.000e-04, eta: 1 day, 14:12:57, time: 2.183, data_time: 0.175, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8812, loss_cls: 1.1512, loss: 1.1512, grad_norm: 8.5557 2020-08-05 04:11:30,820 - mmaction - INFO - Epoch [82][860/3757] lr: 1.000e-04, eta: 1 day, 14:12:17, time: 1.914, data_time: 0.012, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8922, loss_cls: 1.1992, loss: 1.1992, grad_norm: 8.8691 2020-08-05 04:12:10,211 - mmaction - INFO - Epoch [82][880/3757] lr: 1.000e-04, eta: 1 day, 14:11:39, time: 1.961, data_time: 0.027, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8773, loss_cls: 1.1536, loss: 1.1536, grad_norm: 8.3194 2020-08-05 04:12:50,353 - mmaction - INFO - Epoch [82][900/3757] lr: 1.000e-04, eta: 1 day, 14:11:00, time: 2.006, data_time: 0.110, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8781, loss_cls: 1.1792, loss: 1.1792, grad_norm: 8.4888 2020-08-05 04:13:31,541 - mmaction - INFO - Epoch [82][920/3757] lr: 1.000e-04, eta: 1 day, 14:10:22, time: 2.069, data_time: 0.013, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.2186, loss: 1.2186, grad_norm: 8.8067 2020-08-05 04:14:09,827 - mmaction - INFO - Epoch [82][940/3757] lr: 1.000e-04, eta: 1 day, 14:09:43, time: 1.915, data_time: 0.003, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8961, loss_cls: 1.1445, loss: 1.1445, grad_norm: 8.8259 2020-08-05 04:14:51,050 - mmaction - INFO - Epoch [82][960/3757] lr: 1.000e-04, eta: 1 day, 14:09:05, time: 2.060, data_time: 0.008, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1829, loss: 1.1829, grad_norm: 8.8660 2020-08-05 04:15:26,378 - mmaction - INFO - Epoch [82][980/3757] lr: 1.000e-04, eta: 1 day, 14:08:24, time: 1.762, data_time: 0.069, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8773, loss_cls: 1.1531, loss: 1.1531, grad_norm: 8.5442 2020-08-05 04:16:07,086 - mmaction - INFO - Epoch [82][1000/3757] lr: 1.000e-04, eta: 1 day, 14:07:46, time: 2.038, data_time: 0.010, memory: 5166, top1_acc: 0.7188, top5_acc: 0.9016, loss_cls: 1.1473, loss: 1.1473, grad_norm: 8.6120 2020-08-05 04:16:47,312 - mmaction - INFO - Epoch [82][1020/3757] lr: 1.000e-04, eta: 1 day, 14:07:08, time: 2.004, data_time: 0.010, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2508, loss: 1.2508, grad_norm: 9.0420 2020-08-05 04:17:27,984 - mmaction - INFO - Epoch [82][1040/3757] lr: 1.000e-04, eta: 1 day, 14:06:29, time: 2.043, data_time: 0.012, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1682, loss: 1.1682, grad_norm: 8.9643 2020-08-05 04:18:04,208 - mmaction - INFO - Epoch [82][1060/3757] lr: 1.000e-04, eta: 1 day, 14:05:49, time: 1.808, data_time: 0.008, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8781, loss_cls: 1.1813, loss: 1.1813, grad_norm: 8.6336 2020-08-05 04:18:42,586 - mmaction - INFO - Epoch [82][1080/3757] lr: 1.000e-04, eta: 1 day, 14:05:10, time: 1.922, data_time: 0.052, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2380, loss: 1.2380, grad_norm: 8.9343 2020-08-05 04:19:24,500 - mmaction - INFO - Epoch [82][1100/3757] lr: 1.000e-04, eta: 1 day, 14:04:32, time: 2.095, data_time: 0.013, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8883, loss_cls: 1.1474, loss: 1.1474, grad_norm: 8.5176 2020-08-05 04:20:02,923 - mmaction - INFO - Epoch [82][1120/3757] lr: 1.000e-04, eta: 1 day, 14:03:53, time: 1.921, data_time: 0.008, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8922, loss_cls: 1.1438, loss: 1.1438, grad_norm: 9.1824 2020-08-05 04:20:39,803 - mmaction - INFO - Epoch [82][1140/3757] lr: 1.000e-04, eta: 1 day, 14:03:13, time: 1.845, data_time: 0.275, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8797, loss_cls: 1.1967, loss: 1.1967, grad_norm: 8.5587 2020-08-05 04:21:20,681 - mmaction - INFO - Epoch [82][1160/3757] lr: 1.000e-04, eta: 1 day, 14:02:35, time: 2.044, data_time: 1.310, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.2412, loss: 1.2412, grad_norm: 8.9079 2020-08-05 04:21:58,368 - mmaction - INFO - Epoch [82][1180/3757] lr: 1.000e-04, eta: 1 day, 14:01:55, time: 1.879, data_time: 0.208, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1870, loss: 1.1870, grad_norm: 8.8214 2020-08-05 04:22:39,533 - mmaction - INFO - Epoch [82][1200/3757] lr: 1.000e-04, eta: 1 day, 14:01:17, time: 2.064, data_time: 0.010, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8859, loss_cls: 1.1182, loss: 1.1182, grad_norm: 8.4798 2020-08-05 04:23:19,540 - mmaction - INFO - Epoch [82][1220/3757] lr: 1.000e-04, eta: 1 day, 14:00:39, time: 1.997, data_time: 0.009, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8773, loss_cls: 1.1676, loss: 1.1676, grad_norm: 8.5757 2020-08-05 04:23:56,811 - mmaction - INFO - Epoch [82][1240/3757] lr: 1.000e-04, eta: 1 day, 13:59:59, time: 1.860, data_time: 0.011, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8820, loss_cls: 1.1820, loss: 1.1820, grad_norm: 9.2096 2020-08-05 04:24:34,864 - mmaction - INFO - Epoch [82][1260/3757] lr: 1.000e-04, eta: 1 day, 13:59:19, time: 1.908, data_time: 0.030, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8891, loss_cls: 1.2209, loss: 1.2209, grad_norm: 9.4085 2020-08-05 04:25:17,076 - mmaction - INFO - Epoch [82][1280/3757] lr: 1.000e-04, eta: 1 day, 13:58:42, time: 2.107, data_time: 0.011, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1288, loss: 1.1288, grad_norm: 8.5959 2020-08-05 04:25:54,698 - mmaction - INFO - Epoch [82][1300/3757] lr: 1.000e-04, eta: 1 day, 13:58:02, time: 1.885, data_time: 0.010, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.1161, loss: 1.1161, grad_norm: 8.8731 2020-08-05 04:26:36,790 - mmaction - INFO - Epoch [82][1320/3757] lr: 1.000e-04, eta: 1 day, 13:57:25, time: 2.101, data_time: 0.010, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8742, loss_cls: 1.1921, loss: 1.1921, grad_norm: 8.7641 2020-08-05 04:27:13,787 - mmaction - INFO - Epoch [82][1340/3757] lr: 1.000e-04, eta: 1 day, 13:56:45, time: 1.853, data_time: 0.010, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8602, loss_cls: 1.3144, loss: 1.3144, grad_norm: 9.2594 2020-08-05 04:27:52,108 - mmaction - INFO - Epoch [82][1360/3757] lr: 1.000e-04, eta: 1 day, 13:56:05, time: 1.911, data_time: 0.010, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2226, loss: 1.2226, grad_norm: 8.8765 2020-08-05 04:28:30,804 - mmaction - INFO - Epoch [82][1380/3757] lr: 1.000e-04, eta: 1 day, 13:55:26, time: 1.940, data_time: 0.296, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2179, loss: 1.2179, grad_norm: 8.8606 2020-08-05 04:29:12,518 - mmaction - INFO - Epoch [82][1400/3757] lr: 1.000e-04, eta: 1 day, 13:54:48, time: 2.084, data_time: 0.834, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8727, loss_cls: 1.2109, loss: 1.2109, grad_norm: 8.9784 2020-08-05 04:29:49,342 - mmaction - INFO - Epoch [82][1420/3757] lr: 1.000e-04, eta: 1 day, 13:54:08, time: 1.843, data_time: 0.689, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.1980, loss: 1.1980, grad_norm: 8.6107 2020-08-05 04:30:29,637 - mmaction - INFO - Epoch [82][1440/3757] lr: 1.000e-04, eta: 1 day, 13:53:30, time: 2.008, data_time: 1.432, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8672, loss_cls: 1.2296, loss: 1.2296, grad_norm: 8.9176 2020-08-05 04:31:04,439 - mmaction - INFO - Epoch [82][1460/3757] lr: 1.000e-04, eta: 1 day, 13:52:49, time: 1.749, data_time: 0.938, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8672, loss_cls: 1.2564, loss: 1.2564, grad_norm: 8.8930 2020-08-05 04:31:45,548 - mmaction - INFO - Epoch [82][1480/3757] lr: 1.000e-04, eta: 1 day, 13:52:11, time: 2.051, data_time: 0.725, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1500, loss: 1.1500, grad_norm: 8.5994 2020-08-05 04:32:24,482 - mmaction - INFO - Epoch [82][1500/3757] lr: 1.000e-04, eta: 1 day, 13:51:32, time: 1.950, data_time: 1.272, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8867, loss_cls: 1.1316, loss: 1.1316, grad_norm: 8.7540 2020-08-05 04:33:03,606 - mmaction - INFO - Epoch [82][1520/3757] lr: 1.000e-04, eta: 1 day, 13:50:53, time: 1.949, data_time: 0.890, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8875, loss_cls: 1.1673, loss: 1.1673, grad_norm: 8.7662 2020-08-05 04:33:42,777 - mmaction - INFO - Epoch [82][1540/3757] lr: 1.000e-04, eta: 1 day, 13:50:14, time: 1.956, data_time: 0.010, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8812, loss_cls: 1.1580, loss: 1.1580, grad_norm: 8.6277 2020-08-05 04:34:25,207 - mmaction - INFO - Epoch [82][1560/3757] lr: 1.000e-04, eta: 1 day, 13:49:37, time: 2.129, data_time: 0.161, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.1829, loss: 1.1829, grad_norm: 8.5900 2020-08-05 04:34:59,117 - mmaction - INFO - Epoch [82][1580/3757] lr: 1.000e-04, eta: 1 day, 13:48:55, time: 1.690, data_time: 0.009, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8945, loss_cls: 1.1598, loss: 1.1598, grad_norm: 8.9345 2020-08-05 04:35:39,259 - mmaction - INFO - Epoch [82][1600/3757] lr: 1.000e-04, eta: 1 day, 13:48:17, time: 2.015, data_time: 0.011, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8672, loss_cls: 1.2096, loss: 1.2096, grad_norm: 8.7503 2020-08-05 04:36:18,530 - mmaction - INFO - Epoch [82][1620/3757] lr: 1.000e-04, eta: 1 day, 13:47:38, time: 1.961, data_time: 0.009, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8789, loss_cls: 1.1623, loss: 1.1623, grad_norm: 8.6367 2020-08-05 04:36:57,249 - mmaction - INFO - Epoch [82][1640/3757] lr: 1.000e-04, eta: 1 day, 13:46:59, time: 1.939, data_time: 0.482, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8648, loss_cls: 1.2845, loss: 1.2845, grad_norm: 8.9673 2020-08-05 04:37:38,136 - mmaction - INFO - Epoch [82][1660/3757] lr: 1.000e-04, eta: 1 day, 13:46:21, time: 2.038, data_time: 0.008, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1643, loss: 1.1643, grad_norm: 8.9121 2020-08-05 04:38:16,760 - mmaction - INFO - Epoch [82][1680/3757] lr: 1.000e-04, eta: 1 day, 13:45:42, time: 1.938, data_time: 0.013, memory: 5166, top1_acc: 0.6703, top5_acc: 0.8688, loss_cls: 1.3276, loss: 1.3276, grad_norm: 9.2191 2020-08-05 04:38:57,599 - mmaction - INFO - Epoch [82][1700/3757] lr: 1.000e-04, eta: 1 day, 13:45:03, time: 2.033, data_time: 0.011, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2291, loss: 1.2291, grad_norm: 8.7823 2020-08-05 04:39:36,094 - mmaction - INFO - Epoch [82][1720/3757] lr: 1.000e-04, eta: 1 day, 13:44:24, time: 1.928, data_time: 0.010, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8766, loss_cls: 1.2011, loss: 1.2011, grad_norm: 8.7588 2020-08-05 04:40:17,862 - mmaction - INFO - Epoch [82][1740/3757] lr: 1.000e-04, eta: 1 day, 13:43:46, time: 2.090, data_time: 0.008, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8742, loss_cls: 1.2101, loss: 1.2101, grad_norm: 9.0202 2020-08-05 04:40:53,620 - mmaction - INFO - Epoch [82][1760/3757] lr: 1.000e-04, eta: 1 day, 13:43:06, time: 1.790, data_time: 0.214, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.1030, loss: 1.1030, grad_norm: 8.6755 2020-08-05 04:41:31,552 - mmaction - INFO - Epoch [82][1780/3757] lr: 1.000e-04, eta: 1 day, 13:42:26, time: 1.894, data_time: 0.063, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.2053, loss: 1.2053, grad_norm: 9.1107 2020-08-05 04:42:11,287 - mmaction - INFO - Epoch [82][1800/3757] lr: 1.000e-04, eta: 1 day, 13:41:48, time: 1.990, data_time: 0.006, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8844, loss_cls: 1.1547, loss: 1.1547, grad_norm: 8.5701 2020-08-05 04:42:49,362 - mmaction - INFO - Epoch [82][1820/3757] lr: 1.000e-04, eta: 1 day, 13:41:08, time: 1.896, data_time: 0.011, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2178, loss: 1.2178, grad_norm: 8.8118 2020-08-05 04:43:31,162 - mmaction - INFO - Epoch [82][1840/3757] lr: 1.000e-04, eta: 1 day, 13:40:31, time: 2.099, data_time: 0.012, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8727, loss_cls: 1.2538, loss: 1.2538, grad_norm: 8.9457 2020-08-05 04:44:07,312 - mmaction - INFO - Epoch [82][1860/3757] lr: 1.000e-04, eta: 1 day, 13:39:50, time: 1.807, data_time: 0.002, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8820, loss_cls: 1.1356, loss: 1.1356, grad_norm: 8.5891 2020-08-05 04:44:48,901 - mmaction - INFO - Epoch [82][1880/3757] lr: 1.000e-04, eta: 1 day, 13:39:12, time: 2.072, data_time: 0.008, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.2017, loss: 1.2017, grad_norm: 8.8776 2020-08-05 04:45:26,788 - mmaction - INFO - Epoch [82][1900/3757] lr: 1.000e-04, eta: 1 day, 13:38:33, time: 1.894, data_time: 0.011, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8984, loss_cls: 1.1265, loss: 1.1265, grad_norm: 8.7953 2020-08-05 04:46:07,800 - mmaction - INFO - Epoch [82][1920/3757] lr: 1.000e-04, eta: 1 day, 13:37:55, time: 2.058, data_time: 0.016, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1733, loss: 1.1733, grad_norm: 8.6733 2020-08-05 04:46:48,653 - mmaction - INFO - Epoch [82][1940/3757] lr: 1.000e-04, eta: 1 day, 13:37:17, time: 2.035, data_time: 0.008, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8789, loss_cls: 1.1835, loss: 1.1835, grad_norm: 8.9627 2020-08-05 04:47:29,477 - mmaction - INFO - Epoch [82][1960/3757] lr: 1.000e-04, eta: 1 day, 13:36:39, time: 2.048, data_time: 0.011, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8766, loss_cls: 1.2126, loss: 1.2126, grad_norm: 8.9559 2020-08-05 04:48:11,267 - mmaction - INFO - Epoch [82][1980/3757] lr: 1.000e-04, eta: 1 day, 13:36:01, time: 2.089, data_time: 0.010, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.1829, loss: 1.1829, grad_norm: 8.8015 2020-08-05 04:48:47,634 - mmaction - INFO - Epoch [82][2000/3757] lr: 1.000e-04, eta: 1 day, 13:35:21, time: 1.817, data_time: 0.004, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8828, loss_cls: 1.2251, loss: 1.2251, grad_norm: 8.7580 2020-08-05 04:49:25,125 - mmaction - INFO - Epoch [82][2020/3757] lr: 1.000e-04, eta: 1 day, 13:34:41, time: 1.875, data_time: 0.010, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1781, loss: 1.1781, grad_norm: 8.8082 2020-08-05 04:50:04,953 - mmaction - INFO - Epoch [82][2040/3757] lr: 1.000e-04, eta: 1 day, 13:34:02, time: 1.994, data_time: 0.007, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8594, loss_cls: 1.2902, loss: 1.2902, grad_norm: 9.2082 2020-08-05 04:50:44,541 - mmaction - INFO - Epoch [82][2060/3757] lr: 1.000e-04, eta: 1 day, 13:33:24, time: 1.980, data_time: 0.447, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8906, loss_cls: 1.1814, loss: 1.1814, grad_norm: 8.8005 2020-08-05 04:51:23,115 - mmaction - INFO - Epoch [82][2080/3757] lr: 1.000e-04, eta: 1 day, 13:32:44, time: 1.925, data_time: 0.128, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8680, loss_cls: 1.2546, loss: 1.2546, grad_norm: 9.1339 2020-08-05 04:52:01,232 - mmaction - INFO - Epoch [82][2100/3757] lr: 1.000e-04, eta: 1 day, 13:32:05, time: 1.909, data_time: 0.193, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2400, loss: 1.2400, grad_norm: 9.1764 2020-08-05 04:52:41,976 - mmaction - INFO - Epoch [82][2120/3757] lr: 1.000e-04, eta: 1 day, 13:31:27, time: 2.028, data_time: 0.010, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1896, loss: 1.1896, grad_norm: 8.7749 2020-08-05 04:53:19,366 - mmaction - INFO - Epoch [82][2140/3757] lr: 1.000e-04, eta: 1 day, 13:30:47, time: 1.878, data_time: 0.015, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8633, loss_cls: 1.2913, loss: 1.2913, grad_norm: 9.3039 2020-08-05 04:53:56,709 - mmaction - INFO - Epoch [82][2160/3757] lr: 1.000e-04, eta: 1 day, 13:30:07, time: 1.867, data_time: 0.135, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8727, loss_cls: 1.1895, loss: 1.1895, grad_norm: 8.8130 2020-08-05 04:54:35,639 - mmaction - INFO - Epoch [82][2180/3757] lr: 1.000e-04, eta: 1 day, 13:29:28, time: 1.942, data_time: 0.007, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.1875, loss: 1.1875, grad_norm: 8.6126 2020-08-05 04:55:13,476 - mmaction - INFO - Epoch [82][2200/3757] lr: 1.000e-04, eta: 1 day, 13:28:49, time: 1.892, data_time: 0.008, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2466, loss: 1.2466, grad_norm: 9.1043 2020-08-05 04:55:55,379 - mmaction - INFO - Epoch [82][2220/3757] lr: 1.000e-04, eta: 1 day, 13:28:11, time: 2.096, data_time: 0.010, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.1927, loss: 1.1927, grad_norm: 8.9953 2020-08-05 04:56:35,904 - mmaction - INFO - Epoch [82][2240/3757] lr: 1.000e-04, eta: 1 day, 13:27:33, time: 2.028, data_time: 0.010, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.2531, loss: 1.2531, grad_norm: 9.1595 2020-08-05 04:57:15,837 - mmaction - INFO - Epoch [82][2260/3757] lr: 1.000e-04, eta: 1 day, 13:26:54, time: 1.998, data_time: 0.010, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8727, loss_cls: 1.1853, loss: 1.1853, grad_norm: 8.6778 2020-08-05 04:57:54,597 - mmaction - INFO - Epoch [82][2280/3757] lr: 1.000e-04, eta: 1 day, 13:26:15, time: 1.933, data_time: 0.008, memory: 5166, top1_acc: 0.7398, top5_acc: 0.8914, loss_cls: 1.0776, loss: 1.0776, grad_norm: 8.4665 2020-08-05 04:58:30,680 - mmaction - INFO - Epoch [82][2300/3757] lr: 1.000e-04, eta: 1 day, 13:25:35, time: 1.809, data_time: 0.009, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8820, loss_cls: 1.1880, loss: 1.1880, grad_norm: 9.1615 2020-08-05 04:59:08,916 - mmaction - INFO - Epoch [82][2320/3757] lr: 1.000e-04, eta: 1 day, 13:24:55, time: 1.908, data_time: 0.009, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.2350, loss: 1.2350, grad_norm: 9.0736 2020-08-05 04:59:50,041 - mmaction - INFO - Epoch [82][2340/3757] lr: 1.000e-04, eta: 1 day, 13:24:17, time: 2.060, data_time: 0.009, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8750, loss_cls: 1.2919, loss: 1.2919, grad_norm: 9.2091 2020-08-05 05:00:30,355 - mmaction - INFO - Epoch [82][2360/3757] lr: 1.000e-04, eta: 1 day, 13:23:39, time: 1.999, data_time: 0.172, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.1909, loss: 1.1909, grad_norm: 8.9789 2020-08-05 05:01:11,175 - mmaction - INFO - Epoch [82][2380/3757] lr: 1.000e-04, eta: 1 day, 13:23:01, time: 2.056, data_time: 0.026, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2466, loss: 1.2466, grad_norm: 9.0246 2020-08-05 05:01:51,663 - mmaction - INFO - Epoch [82][2400/3757] lr: 1.000e-04, eta: 1 day, 13:22:22, time: 2.026, data_time: 0.010, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8836, loss_cls: 1.1772, loss: 1.1772, grad_norm: 8.5719 2020-08-05 05:02:29,925 - mmaction - INFO - Epoch [82][2420/3757] lr: 1.000e-04, eta: 1 day, 13:21:43, time: 1.912, data_time: 0.007, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8820, loss_cls: 1.1618, loss: 1.1618, grad_norm: 8.9160 2020-08-05 05:03:06,889 - mmaction - INFO - Epoch [82][2440/3757] lr: 1.000e-04, eta: 1 day, 13:21:03, time: 1.847, data_time: 0.003, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1534, loss: 1.1534, grad_norm: 8.6329 2020-08-05 05:03:44,893 - mmaction - INFO - Epoch [82][2460/3757] lr: 1.000e-04, eta: 1 day, 13:20:23, time: 1.898, data_time: 0.009, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8609, loss_cls: 1.2588, loss: 1.2588, grad_norm: 8.9241 2020-08-05 05:04:23,118 - mmaction - INFO - Epoch [82][2480/3757] lr: 1.000e-04, eta: 1 day, 13:19:44, time: 1.915, data_time: 0.015, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.2134, loss: 1.2134, grad_norm: 9.1231 2020-08-05 05:05:03,683 - mmaction - INFO - Epoch [82][2500/3757] lr: 1.000e-04, eta: 1 day, 13:19:06, time: 2.024, data_time: 0.008, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8836, loss_cls: 1.1319, loss: 1.1319, grad_norm: 8.7726 2020-08-05 05:05:41,863 - mmaction - INFO - Epoch [82][2520/3757] lr: 1.000e-04, eta: 1 day, 13:18:26, time: 1.910, data_time: 0.009, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1543, loss: 1.1543, grad_norm: 9.0521 2020-08-05 05:06:19,702 - mmaction - INFO - Epoch [82][2540/3757] lr: 1.000e-04, eta: 1 day, 13:17:47, time: 1.888, data_time: 0.011, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8758, loss_cls: 1.2250, loss: 1.2250, grad_norm: 8.8884 2020-08-05 05:07:00,036 - mmaction - INFO - Epoch [82][2560/3757] lr: 1.000e-04, eta: 1 day, 13:17:09, time: 2.024, data_time: 0.009, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1649, loss: 1.1649, grad_norm: 8.8831 2020-08-05 05:07:37,906 - mmaction - INFO - Epoch [82][2580/3757] lr: 1.000e-04, eta: 1 day, 13:16:29, time: 1.887, data_time: 0.009, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.2125, loss: 1.2125, grad_norm: 8.9935 2020-08-05 05:08:12,814 - mmaction - INFO - Epoch [82][2600/3757] lr: 1.000e-04, eta: 1 day, 13:15:48, time: 1.751, data_time: 0.008, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.1723, loss: 1.1723, grad_norm: 8.9958 2020-08-05 05:08:52,454 - mmaction - INFO - Epoch [82][2620/3757] lr: 1.000e-04, eta: 1 day, 13:15:09, time: 1.976, data_time: 0.008, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1542, loss: 1.1542, grad_norm: 8.7860 2020-08-05 05:09:33,415 - mmaction - INFO - Epoch [82][2640/3757] lr: 1.000e-04, eta: 1 day, 13:14:31, time: 2.054, data_time: 0.010, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8672, loss_cls: 1.2268, loss: 1.2268, grad_norm: 8.9198 2020-08-05 05:10:13,149 - mmaction - INFO - Epoch [82][2660/3757] lr: 1.000e-04, eta: 1 day, 13:13:53, time: 1.979, data_time: 0.009, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2551, loss: 1.2551, grad_norm: 9.1279 2020-08-05 05:10:52,272 - mmaction - INFO - Epoch [82][2680/3757] lr: 1.000e-04, eta: 1 day, 13:13:14, time: 1.957, data_time: 0.011, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8844, loss_cls: 1.1657, loss: 1.1657, grad_norm: 8.7329 2020-08-05 05:11:27,067 - mmaction - INFO - Epoch [82][2700/3757] lr: 1.000e-04, eta: 1 day, 13:12:33, time: 1.745, data_time: 0.010, memory: 5166, top1_acc: 0.7195, top5_acc: 0.9008, loss_cls: 1.1014, loss: 1.1014, grad_norm: 8.9186 2020-08-05 05:12:07,708 - mmaction - INFO - Epoch [82][2720/3757] lr: 1.000e-04, eta: 1 day, 13:11:54, time: 2.032, data_time: 0.010, memory: 5166, top1_acc: 0.7312, top5_acc: 0.9055, loss_cls: 1.0620, loss: 1.0620, grad_norm: 8.6203 2020-08-05 05:12:53,969 - mmaction - INFO - Epoch [82][2740/3757] lr: 1.000e-04, eta: 1 day, 13:11:19, time: 2.313, data_time: 0.005, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8742, loss_cls: 1.2126, loss: 1.2126, grad_norm: 8.8742 2020-08-05 05:13:31,595 - mmaction - INFO - Epoch [82][2760/3757] lr: 1.000e-04, eta: 1 day, 13:10:39, time: 1.879, data_time: 0.005, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1450, loss: 1.1450, grad_norm: 8.4100 2020-08-05 05:14:09,581 - mmaction - INFO - Epoch [82][2780/3757] lr: 1.000e-04, eta: 1 day, 13:10:00, time: 1.902, data_time: 0.041, memory: 5166, top1_acc: 0.6742, top5_acc: 0.8727, loss_cls: 1.2942, loss: 1.2942, grad_norm: 9.2184 2020-08-05 05:14:49,074 - mmaction - INFO - Epoch [82][2800/3757] lr: 1.000e-04, eta: 1 day, 13:09:21, time: 1.966, data_time: 0.010, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8867, loss_cls: 1.1868, loss: 1.1868, grad_norm: 8.9176 2020-08-05 05:15:26,640 - mmaction - INFO - Epoch [82][2820/3757] lr: 1.000e-04, eta: 1 day, 13:08:41, time: 1.885, data_time: 0.182, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1612, loss: 1.1612, grad_norm: 8.8033 2020-08-05 05:16:06,753 - mmaction - INFO - Epoch [82][2840/3757] lr: 1.000e-04, eta: 1 day, 13:08:03, time: 2.008, data_time: 0.582, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1793, loss: 1.1793, grad_norm: 8.9178 2020-08-05 05:16:40,924 - mmaction - INFO - Epoch [82][2860/3757] lr: 1.000e-04, eta: 1 day, 13:07:21, time: 1.703, data_time: 0.863, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8938, loss_cls: 1.1201, loss: 1.1201, grad_norm: 8.7474 2020-08-05 05:17:22,372 - mmaction - INFO - Epoch [82][2880/3757] lr: 1.000e-04, eta: 1 day, 13:06:44, time: 2.077, data_time: 0.754, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.2484, loss: 1.2484, grad_norm: 9.0657 2020-08-05 05:18:01,448 - mmaction - INFO - Epoch [82][2900/3757] lr: 1.000e-04, eta: 1 day, 13:06:05, time: 1.949, data_time: 0.009, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8828, loss_cls: 1.1436, loss: 1.1436, grad_norm: 8.8041 2020-08-05 05:18:42,683 - mmaction - INFO - Epoch [82][2920/3757] lr: 1.000e-04, eta: 1 day, 13:05:27, time: 2.068, data_time: 0.009, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1738, loss: 1.1738, grad_norm: 9.0513 2020-08-05 05:19:20,845 - mmaction - INFO - Epoch [82][2940/3757] lr: 1.000e-04, eta: 1 day, 13:04:47, time: 1.901, data_time: 0.012, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8867, loss_cls: 1.1508, loss: 1.1508, grad_norm: 8.9288 2020-08-05 05:19:59,258 - mmaction - INFO - Epoch [82][2960/3757] lr: 1.000e-04, eta: 1 day, 13:04:08, time: 1.928, data_time: 0.010, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8930, loss_cls: 1.1172, loss: 1.1172, grad_norm: 8.4685 2020-08-05 05:20:38,817 - mmaction - INFO - Epoch [82][2980/3757] lr: 1.000e-04, eta: 1 day, 13:03:29, time: 1.972, data_time: 0.007, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8711, loss_cls: 1.2405, loss: 1.2405, grad_norm: 9.0807 2020-08-05 05:21:17,715 - mmaction - INFO - Epoch [82][3000/3757] lr: 1.000e-04, eta: 1 day, 13:02:50, time: 1.946, data_time: 0.011, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1649, loss: 1.1649, grad_norm: 8.8361 2020-08-05 05:21:58,878 - mmaction - INFO - Epoch [82][3020/3757] lr: 1.000e-04, eta: 1 day, 13:02:12, time: 2.057, data_time: 0.008, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8867, loss_cls: 1.1682, loss: 1.1682, grad_norm: 8.8657 2020-08-05 05:22:37,327 - mmaction - INFO - Epoch [82][3040/3757] lr: 1.000e-04, eta: 1 day, 13:01:33, time: 1.925, data_time: 0.012, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8820, loss_cls: 1.2236, loss: 1.2236, grad_norm: 9.0153 2020-08-05 05:23:16,318 - mmaction - INFO - Epoch [82][3060/3757] lr: 1.000e-04, eta: 1 day, 13:00:54, time: 1.953, data_time: 0.007, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8898, loss_cls: 1.1848, loss: 1.1848, grad_norm: 9.1476 2020-08-05 05:23:54,234 - mmaction - INFO - Epoch [82][3080/3757] lr: 1.000e-04, eta: 1 day, 13:00:14, time: 1.892, data_time: 0.010, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8789, loss_cls: 1.1794, loss: 1.1794, grad_norm: 8.6917 2020-08-05 05:24:33,351 - mmaction - INFO - Epoch [82][3100/3757] lr: 1.000e-04, eta: 1 day, 12:59:35, time: 1.959, data_time: 0.212, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.2052, loss: 1.2052, grad_norm: 8.8152 2020-08-05 05:25:11,492 - mmaction - INFO - Epoch [82][3120/3757] lr: 1.000e-04, eta: 1 day, 12:58:56, time: 1.908, data_time: 0.981, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8688, loss_cls: 1.2769, loss: 1.2769, grad_norm: 9.1608 2020-08-05 05:25:49,680 - mmaction - INFO - Epoch [82][3140/3757] lr: 1.000e-04, eta: 1 day, 12:58:17, time: 1.909, data_time: 1.294, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8945, loss_cls: 1.1795, loss: 1.1795, grad_norm: 9.0104 2020-08-05 05:26:30,706 - mmaction - INFO - Epoch [82][3160/3757] lr: 1.000e-04, eta: 1 day, 12:57:38, time: 2.045, data_time: 1.034, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8953, loss_cls: 1.1374, loss: 1.1374, grad_norm: 8.9143 2020-08-05 05:27:07,960 - mmaction - INFO - Epoch [82][3180/3757] lr: 1.000e-04, eta: 1 day, 12:56:59, time: 1.869, data_time: 0.519, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.2361, loss: 1.2361, grad_norm: 8.9035 2020-08-05 05:27:46,953 - mmaction - INFO - Epoch [82][3200/3757] lr: 1.000e-04, eta: 1 day, 12:56:20, time: 1.946, data_time: 0.945, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8859, loss_cls: 1.1366, loss: 1.1366, grad_norm: 8.5415 2020-08-05 05:28:28,304 - mmaction - INFO - Epoch [82][3220/3757] lr: 1.000e-04, eta: 1 day, 12:55:42, time: 2.070, data_time: 0.894, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2333, loss: 1.2333, grad_norm: 9.2276 2020-08-05 05:29:03,159 - mmaction - INFO - Epoch [82][3240/3757] lr: 1.000e-04, eta: 1 day, 12:55:01, time: 1.737, data_time: 0.270, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.2376, loss: 1.2376, grad_norm: 8.9031 2020-08-05 05:29:42,151 - mmaction - INFO - Epoch [82][3260/3757] lr: 1.000e-04, eta: 1 day, 12:54:22, time: 1.955, data_time: 0.743, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8805, loss_cls: 1.2248, loss: 1.2248, grad_norm: 9.2544 2020-08-05 05:30:22,098 - mmaction - INFO - Epoch [82][3280/3757] lr: 1.000e-04, eta: 1 day, 12:53:43, time: 1.993, data_time: 0.246, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8680, loss_cls: 1.2290, loss: 1.2290, grad_norm: 8.7772 2020-08-05 05:31:01,351 - mmaction - INFO - Epoch [82][3300/3757] lr: 1.000e-04, eta: 1 day, 12:53:04, time: 1.968, data_time: 0.639, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8797, loss_cls: 1.2283, loss: 1.2283, grad_norm: 8.8692 2020-08-05 05:31:39,523 - mmaction - INFO - Epoch [82][3320/3757] lr: 1.000e-04, eta: 1 day, 12:52:25, time: 1.909, data_time: 0.311, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8852, loss_cls: 1.2070, loss: 1.2070, grad_norm: 8.7419 2020-08-05 05:32:18,413 - mmaction - INFO - Epoch [82][3340/3757] lr: 1.000e-04, eta: 1 day, 12:51:46, time: 1.943, data_time: 0.042, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2394, loss: 1.2394, grad_norm: 8.8113 2020-08-05 05:32:55,792 - mmaction - INFO - Epoch [82][3360/3757] lr: 1.000e-04, eta: 1 day, 12:51:06, time: 1.865, data_time: 0.096, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8742, loss_cls: 1.2196, loss: 1.2196, grad_norm: 8.9855 2020-08-05 05:33:34,400 - mmaction - INFO - Epoch [82][3380/3757] lr: 1.000e-04, eta: 1 day, 12:50:27, time: 1.931, data_time: 0.009, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8648, loss_cls: 1.2552, loss: 1.2552, grad_norm: 9.1570 2020-08-05 05:34:14,453 - mmaction - INFO - Epoch [82][3400/3757] lr: 1.000e-04, eta: 1 day, 12:49:48, time: 2.006, data_time: 0.007, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8938, loss_cls: 1.1405, loss: 1.1405, grad_norm: 8.6822 2020-08-05 05:34:54,417 - mmaction - INFO - Epoch [82][3420/3757] lr: 1.000e-04, eta: 1 day, 12:49:10, time: 1.994, data_time: 0.009, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.1824, loss: 1.1824, grad_norm: 8.7490 2020-08-05 05:35:30,244 - mmaction - INFO - Epoch [82][3440/3757] lr: 1.000e-04, eta: 1 day, 12:48:29, time: 1.797, data_time: 0.010, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8797, loss_cls: 1.1801, loss: 1.1801, grad_norm: 8.8607 2020-08-05 05:36:07,592 - mmaction - INFO - Epoch [82][3460/3757] lr: 1.000e-04, eta: 1 day, 12:47:50, time: 1.860, data_time: 0.122, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8977, loss_cls: 1.1083, loss: 1.1083, grad_norm: 8.9774 2020-08-05 05:36:48,705 - mmaction - INFO - Epoch [82][3480/3757] lr: 1.000e-04, eta: 1 day, 12:47:12, time: 2.061, data_time: 0.014, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.2146, loss: 1.2146, grad_norm: 9.1183 2020-08-05 05:37:26,692 - mmaction - INFO - Epoch [82][3500/3757] lr: 1.000e-04, eta: 1 day, 12:46:32, time: 1.896, data_time: 0.010, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8875, loss_cls: 1.1690, loss: 1.1690, grad_norm: 9.0658 2020-08-05 05:38:06,314 - mmaction - INFO - Epoch [82][3520/3757] lr: 1.000e-04, eta: 1 day, 12:45:53, time: 1.986, data_time: 0.011, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8703, loss_cls: 1.2282, loss: 1.2282, grad_norm: 8.9036 2020-08-05 05:38:48,705 - mmaction - INFO - Epoch [82][3540/3757] lr: 1.000e-04, eta: 1 day, 12:45:16, time: 2.114, data_time: 0.009, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8750, loss_cls: 1.2196, loss: 1.2196, grad_norm: 9.2403 2020-08-05 05:39:24,437 - mmaction - INFO - Epoch [82][3560/3757] lr: 1.000e-04, eta: 1 day, 12:44:35, time: 1.791, data_time: 0.015, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8953, loss_cls: 1.1077, loss: 1.1077, grad_norm: 8.6149 2020-08-05 05:40:05,004 - mmaction - INFO - Epoch [82][3580/3757] lr: 1.000e-04, eta: 1 day, 12:43:57, time: 2.029, data_time: 0.009, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.1012, loss: 1.1012, grad_norm: 8.5462 2020-08-05 05:40:43,872 - mmaction - INFO - Epoch [82][3600/3757] lr: 1.000e-04, eta: 1 day, 12:43:18, time: 1.944, data_time: 0.232, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8805, loss_cls: 1.2191, loss: 1.2191, grad_norm: 8.9358 2020-08-05 05:41:22,141 - mmaction - INFO - Epoch [82][3620/3757] lr: 1.000e-04, eta: 1 day, 12:42:39, time: 1.907, data_time: 0.679, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.1890, loss: 1.1890, grad_norm: 8.9151 2020-08-05 05:42:02,425 - mmaction - INFO - Epoch [82][3640/3757] lr: 1.000e-04, eta: 1 day, 12:42:00, time: 2.020, data_time: 0.329, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8883, loss_cls: 1.1713, loss: 1.1713, grad_norm: 8.9453 2020-08-05 05:42:40,693 - mmaction - INFO - Epoch [82][3660/3757] lr: 1.000e-04, eta: 1 day, 12:41:21, time: 1.913, data_time: 0.003, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2296, loss: 1.2296, grad_norm: 8.8080 2020-08-05 05:43:20,123 - mmaction - INFO - Epoch [82][3680/3757] lr: 1.000e-04, eta: 1 day, 12:40:42, time: 1.973, data_time: 0.003, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8992, loss_cls: 1.1182, loss: 1.1182, grad_norm: 8.5631 2020-08-05 05:43:56,095 - mmaction - INFO - Epoch [82][3700/3757] lr: 1.000e-04, eta: 1 day, 12:40:02, time: 1.792, data_time: 0.006, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8883, loss_cls: 1.1773, loss: 1.1773, grad_norm: 8.5655 2020-08-05 05:44:34,975 - mmaction - INFO - Epoch [82][3720/3757] lr: 1.000e-04, eta: 1 day, 12:39:23, time: 1.948, data_time: 0.053, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2424, loss: 1.2424, grad_norm: 9.0679 2020-08-05 05:45:15,826 - mmaction - INFO - Epoch [82][3740/3757] lr: 1.000e-04, eta: 1 day, 12:38:44, time: 2.037, data_time: 0.009, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8984, loss_cls: 1.0802, loss: 1.0802, grad_norm: 8.6952 2020-08-05 05:45:43,027 - mmaction - INFO - Saving checkpoint at 82 epochs 2020-08-05 05:46:37,194 - mmaction - INFO - Epoch [83][20/3757] lr: 1.000e-04, eta: 1 day, 12:37:23, time: 2.600, data_time: 1.184, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8820, loss_cls: 1.1891, loss: 1.1891, grad_norm: 9.0594 2020-08-05 05:47:16,530 - mmaction - INFO - Epoch [83][40/3757] lr: 1.000e-04, eta: 1 day, 12:36:44, time: 1.972, data_time: 0.026, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8812, loss_cls: 1.1968, loss: 1.1968, grad_norm: 8.9320 2020-08-05 05:47:54,593 - mmaction - INFO - Epoch [83][60/3757] lr: 1.000e-04, eta: 1 day, 12:36:05, time: 1.892, data_time: 0.095, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8859, loss_cls: 1.1313, loss: 1.1313, grad_norm: 8.8217 2020-08-05 05:48:37,495 - mmaction - INFO - Epoch [83][80/3757] lr: 1.000e-04, eta: 1 day, 12:35:28, time: 2.155, data_time: 0.195, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.1128, loss: 1.1128, grad_norm: 8.6217 2020-08-05 05:49:18,804 - mmaction - INFO - Epoch [83][100/3757] lr: 1.000e-04, eta: 1 day, 12:34:50, time: 2.061, data_time: 1.023, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8828, loss_cls: 1.1941, loss: 1.1941, grad_norm: 8.7798 2020-08-05 05:49:58,743 - mmaction - INFO - Epoch [83][120/3757] lr: 1.000e-04, eta: 1 day, 12:34:11, time: 2.000, data_time: 1.278, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.2640, loss: 1.2640, grad_norm: 8.8086 2020-08-05 05:50:39,229 - mmaction - INFO - Epoch [83][140/3757] lr: 1.000e-04, eta: 1 day, 12:33:33, time: 2.020, data_time: 0.588, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1535, loss: 1.1535, grad_norm: 8.5029 2020-08-05 05:51:16,356 - mmaction - INFO - Epoch [83][160/3757] lr: 1.000e-04, eta: 1 day, 12:32:53, time: 1.860, data_time: 0.010, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8844, loss_cls: 1.1808, loss: 1.1808, grad_norm: 8.6785 2020-08-05 05:51:58,603 - mmaction - INFO - Epoch [83][180/3757] lr: 1.000e-04, eta: 1 day, 12:32:15, time: 2.113, data_time: 0.005, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8734, loss_cls: 1.1633, loss: 1.1633, grad_norm: 8.9473 2020-08-05 05:52:29,589 - mmaction - INFO - Epoch [83][200/3757] lr: 1.000e-04, eta: 1 day, 12:31:33, time: 1.551, data_time: 0.005, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.2099, loss: 1.2099, grad_norm: 9.1659 2020-08-05 05:53:09,951 - mmaction - INFO - Epoch [83][220/3757] lr: 1.000e-04, eta: 1 day, 12:30:54, time: 2.017, data_time: 0.094, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8812, loss_cls: 1.1591, loss: 1.1591, grad_norm: 8.7889 2020-08-05 05:53:52,083 - mmaction - INFO - Epoch [83][240/3757] lr: 1.000e-04, eta: 1 day, 12:30:17, time: 2.099, data_time: 0.190, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8742, loss_cls: 1.2404, loss: 1.2404, grad_norm: 8.8331 2020-08-05 05:54:32,128 - mmaction - INFO - Epoch [83][260/3757] lr: 1.000e-04, eta: 1 day, 12:29:38, time: 2.010, data_time: 0.012, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8891, loss_cls: 1.1924, loss: 1.1924, grad_norm: 9.0276 2020-08-05 05:55:13,102 - mmaction - INFO - Epoch [83][280/3757] lr: 1.000e-04, eta: 1 day, 12:29:00, time: 2.044, data_time: 0.010, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.1784, loss: 1.1784, grad_norm: 8.8169 2020-08-05 05:55:50,892 - mmaction - INFO - Epoch [83][300/3757] lr: 1.000e-04, eta: 1 day, 12:28:20, time: 1.895, data_time: 0.009, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2402, loss: 1.2402, grad_norm: 8.9561 2020-08-05 05:56:30,029 - mmaction - INFO - Epoch [83][320/3757] lr: 1.000e-04, eta: 1 day, 12:27:41, time: 1.949, data_time: 0.059, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8844, loss_cls: 1.1602, loss: 1.1602, grad_norm: 8.7166 2020-08-05 05:57:10,882 - mmaction - INFO - Epoch [83][340/3757] lr: 1.000e-04, eta: 1 day, 12:27:03, time: 2.049, data_time: 0.779, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.1517, loss: 1.1517, grad_norm: 8.5757 2020-08-05 05:57:47,932 - mmaction - INFO - Epoch [83][360/3757] lr: 1.000e-04, eta: 1 day, 12:26:23, time: 1.845, data_time: 0.123, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8883, loss_cls: 1.1392, loss: 1.1392, grad_norm: 8.6695 2020-08-05 05:58:30,719 - mmaction - INFO - Epoch [83][380/3757] lr: 1.000e-04, eta: 1 day, 12:25:46, time: 2.145, data_time: 0.236, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8781, loss_cls: 1.1859, loss: 1.1859, grad_norm: 8.8424 2020-08-05 05:59:10,054 - mmaction - INFO - Epoch [83][400/3757] lr: 1.000e-04, eta: 1 day, 12:25:07, time: 1.966, data_time: 0.611, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.1519, loss: 1.1519, grad_norm: 8.4869 2020-08-05 05:59:50,665 - mmaction - INFO - Epoch [83][420/3757] lr: 1.000e-04, eta: 1 day, 12:24:29, time: 2.033, data_time: 0.662, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8938, loss_cls: 1.1000, loss: 1.1000, grad_norm: 8.5757 2020-08-05 06:00:22,242 - mmaction - INFO - Epoch [83][440/3757] lr: 1.000e-04, eta: 1 day, 12:23:47, time: 1.567, data_time: 0.268, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8922, loss_cls: 1.1134, loss: 1.1134, grad_norm: 8.7102 2020-08-05 06:01:03,389 - mmaction - INFO - Epoch [83][460/3757] lr: 1.000e-04, eta: 1 day, 12:23:09, time: 2.071, data_time: 0.793, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8656, loss_cls: 1.2724, loss: 1.2724, grad_norm: 9.0187 2020-08-05 06:01:46,758 - mmaction - INFO - Epoch [83][480/3757] lr: 1.000e-04, eta: 1 day, 12:22:32, time: 2.162, data_time: 0.289, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8898, loss_cls: 1.1297, loss: 1.1297, grad_norm: 8.8166 2020-08-05 06:02:22,513 - mmaction - INFO - Epoch [83][500/3757] lr: 1.000e-04, eta: 1 day, 12:21:51, time: 1.795, data_time: 0.009, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8898, loss_cls: 1.1486, loss: 1.1486, grad_norm: 8.8412 2020-08-05 06:03:03,937 - mmaction - INFO - Epoch [83][520/3757] lr: 1.000e-04, eta: 1 day, 12:21:13, time: 2.064, data_time: 0.003, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2615, loss: 1.2615, grad_norm: 9.1365 2020-08-05 06:03:41,435 - mmaction - INFO - Epoch [83][540/3757] lr: 1.000e-04, eta: 1 day, 12:20:33, time: 1.871, data_time: 0.011, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2492, loss: 1.2492, grad_norm: 8.9951 2020-08-05 06:04:20,778 - mmaction - INFO - Epoch [83][560/3757] lr: 1.000e-04, eta: 1 day, 12:19:55, time: 1.977, data_time: 0.120, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8977, loss_cls: 1.1351, loss: 1.1351, grad_norm: 8.7317 2020-08-05 06:04:57,580 - mmaction - INFO - Epoch [83][580/3757] lr: 1.000e-04, eta: 1 day, 12:19:15, time: 1.837, data_time: 0.670, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8836, loss_cls: 1.2332, loss: 1.2332, grad_norm: 9.2696 2020-08-05 06:05:36,545 - mmaction - INFO - Epoch [83][600/3757] lr: 1.000e-04, eta: 1 day, 12:18:36, time: 1.952, data_time: 0.393, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8883, loss_cls: 1.2089, loss: 1.2089, grad_norm: 9.1988 2020-08-05 06:06:16,078 - mmaction - INFO - Epoch [83][620/3757] lr: 1.000e-04, eta: 1 day, 12:17:57, time: 1.970, data_time: 0.158, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8734, loss_cls: 1.1684, loss: 1.1684, grad_norm: 8.7239 2020-08-05 06:06:57,377 - mmaction - INFO - Epoch [83][640/3757] lr: 1.000e-04, eta: 1 day, 12:17:19, time: 2.073, data_time: 0.322, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8875, loss_cls: 1.1960, loss: 1.1960, grad_norm: 9.1746 2020-08-05 06:07:33,576 - mmaction - INFO - Epoch [83][660/3757] lr: 1.000e-04, eta: 1 day, 12:16:39, time: 1.799, data_time: 0.009, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8938, loss_cls: 1.1188, loss: 1.1188, grad_norm: 8.8378 2020-08-05 06:08:15,442 - mmaction - INFO - Epoch [83][680/3757] lr: 1.000e-04, eta: 1 day, 12:16:01, time: 2.101, data_time: 0.013, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.2237, loss: 1.2237, grad_norm: 8.9186 2020-08-05 06:08:53,755 - mmaction - INFO - Epoch [83][700/3757] lr: 1.000e-04, eta: 1 day, 12:15:22, time: 1.909, data_time: 0.011, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.3047, loss: 1.3047, grad_norm: 9.2986 2020-08-05 06:09:29,060 - mmaction - INFO - Epoch [83][720/3757] lr: 1.000e-04, eta: 1 day, 12:14:41, time: 1.773, data_time: 0.013, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8695, loss_cls: 1.2448, loss: 1.2448, grad_norm: 9.0673 2020-08-05 06:10:09,021 - mmaction - INFO - Epoch [83][740/3757] lr: 1.000e-04, eta: 1 day, 12:14:02, time: 1.999, data_time: 0.011, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8859, loss_cls: 1.1972, loss: 1.1972, grad_norm: 8.9671 2020-08-05 06:10:47,210 - mmaction - INFO - Epoch [83][760/3757] lr: 1.000e-04, eta: 1 day, 12:13:23, time: 1.908, data_time: 0.004, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8766, loss_cls: 1.2583, loss: 1.2583, grad_norm: 9.3361 2020-08-05 06:11:25,536 - mmaction - INFO - Epoch [83][780/3757] lr: 1.000e-04, eta: 1 day, 12:12:44, time: 1.915, data_time: 0.038, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8836, loss_cls: 1.1741, loss: 1.1741, grad_norm: 8.8298 2020-08-05 06:12:03,298 - mmaction - INFO - Epoch [83][800/3757] lr: 1.000e-04, eta: 1 day, 12:12:04, time: 1.892, data_time: 0.225, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1524, loss: 1.1524, grad_norm: 8.6392 2020-08-05 06:12:42,892 - mmaction - INFO - Epoch [83][820/3757] lr: 1.000e-04, eta: 1 day, 12:11:25, time: 1.978, data_time: 0.002, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8922, loss_cls: 1.1667, loss: 1.1667, grad_norm: 8.9012 2020-08-05 06:13:20,904 - mmaction - INFO - Epoch [83][840/3757] lr: 1.000e-04, eta: 1 day, 12:10:46, time: 1.901, data_time: 0.007, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8648, loss_cls: 1.3062, loss: 1.3062, grad_norm: 9.3109 2020-08-05 06:13:59,644 - mmaction - INFO - Epoch [83][860/3757] lr: 1.000e-04, eta: 1 day, 12:10:07, time: 1.938, data_time: 0.003, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1997, loss: 1.1997, grad_norm: 9.0825 2020-08-05 06:14:40,025 - mmaction - INFO - Epoch [83][880/3757] lr: 1.000e-04, eta: 1 day, 12:09:28, time: 2.013, data_time: 0.007, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8852, loss_cls: 1.2089, loss: 1.2089, grad_norm: 9.2776 2020-08-05 06:15:18,597 - mmaction - INFO - Epoch [83][900/3757] lr: 1.000e-04, eta: 1 day, 12:08:49, time: 1.933, data_time: 0.018, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8891, loss_cls: 1.1816, loss: 1.1816, grad_norm: 8.8570 2020-08-05 06:15:58,605 - mmaction - INFO - Epoch [83][920/3757] lr: 1.000e-04, eta: 1 day, 12:08:11, time: 1.998, data_time: 0.006, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8906, loss_cls: 1.1272, loss: 1.1272, grad_norm: 8.8780 2020-08-05 06:16:37,121 - mmaction - INFO - Epoch [83][940/3757] lr: 1.000e-04, eta: 1 day, 12:07:31, time: 1.925, data_time: 0.011, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.1805, loss: 1.1805, grad_norm: 9.1184 2020-08-05 06:17:13,282 - mmaction - INFO - Epoch [83][960/3757] lr: 1.000e-04, eta: 1 day, 12:06:51, time: 1.813, data_time: 0.010, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.2217, loss: 1.2217, grad_norm: 9.2639 2020-08-05 06:17:54,026 - mmaction - INFO - Epoch [83][980/3757] lr: 1.000e-04, eta: 1 day, 12:06:13, time: 2.035, data_time: 0.008, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.2622, loss: 1.2622, grad_norm: 9.0017 2020-08-05 06:18:29,426 - mmaction - INFO - Epoch [83][1000/3757] lr: 1.000e-04, eta: 1 day, 12:05:32, time: 1.769, data_time: 0.140, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.2351, loss: 1.2351, grad_norm: 9.1608 2020-08-05 06:19:09,234 - mmaction - INFO - Epoch [83][1020/3757] lr: 1.000e-04, eta: 1 day, 12:04:54, time: 1.986, data_time: 0.020, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.2048, loss: 1.2048, grad_norm: 8.8562 2020-08-05 06:19:47,058 - mmaction - INFO - Epoch [83][1040/3757] lr: 1.000e-04, eta: 1 day, 12:04:14, time: 1.899, data_time: 0.033, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8945, loss_cls: 1.1153, loss: 1.1153, grad_norm: 8.7284 2020-08-05 06:20:33,919 - mmaction - INFO - Epoch [83][1060/3757] lr: 1.000e-04, eta: 1 day, 12:03:39, time: 2.335, data_time: 0.013, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8766, loss_cls: 1.1931, loss: 1.1931, grad_norm: 9.1239 2020-08-05 06:21:11,915 - mmaction - INFO - Epoch [83][1080/3757] lr: 1.000e-04, eta: 1 day, 12:02:59, time: 1.904, data_time: 0.011, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8891, loss_cls: 1.1243, loss: 1.1243, grad_norm: 8.7442 2020-08-05 06:21:50,878 - mmaction - INFO - Epoch [83][1100/3757] lr: 1.000e-04, eta: 1 day, 12:02:20, time: 1.943, data_time: 0.011, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.3222, loss: 1.3222, grad_norm: 9.1438 2020-08-05 06:22:27,550 - mmaction - INFO - Epoch [83][1120/3757] lr: 1.000e-04, eta: 1 day, 12:01:40, time: 1.839, data_time: 0.012, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8859, loss_cls: 1.1957, loss: 1.1957, grad_norm: 8.8423 2020-08-05 06:23:06,293 - mmaction - INFO - Epoch [83][1140/3757] lr: 1.000e-04, eta: 1 day, 12:01:01, time: 1.940, data_time: 0.009, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.1850, loss: 1.1850, grad_norm: 8.8675 2020-08-05 06:23:45,140 - mmaction - INFO - Epoch [83][1160/3757] lr: 1.000e-04, eta: 1 day, 12:00:22, time: 1.943, data_time: 0.407, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8875, loss_cls: 1.1729, loss: 1.1729, grad_norm: 8.8639 2020-08-05 06:24:22,873 - mmaction - INFO - Epoch [83][1180/3757] lr: 1.000e-04, eta: 1 day, 11:59:42, time: 1.888, data_time: 0.535, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8844, loss_cls: 1.1443, loss: 1.1443, grad_norm: 8.6363 2020-08-05 06:24:59,567 - mmaction - INFO - Epoch [83][1200/3757] lr: 1.000e-04, eta: 1 day, 11:59:02, time: 1.834, data_time: 0.243, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8875, loss_cls: 1.1493, loss: 1.1493, grad_norm: 8.5956 2020-08-05 06:25:37,758 - mmaction - INFO - Epoch [83][1220/3757] lr: 1.000e-04, eta: 1 day, 11:58:23, time: 1.902, data_time: 0.016, memory: 5166, top1_acc: 0.7406, top5_acc: 0.8906, loss_cls: 1.1006, loss: 1.1006, grad_norm: 8.5936 2020-08-05 06:26:15,602 - mmaction - INFO - Epoch [83][1240/3757] lr: 1.000e-04, eta: 1 day, 11:57:43, time: 1.899, data_time: 0.557, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8609, loss_cls: 1.2661, loss: 1.2661, grad_norm: 9.1621 2020-08-05 06:26:55,935 - mmaction - INFO - Epoch [83][1260/3757] lr: 1.000e-04, eta: 1 day, 11:57:05, time: 2.017, data_time: 1.055, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8844, loss_cls: 1.1387, loss: 1.1387, grad_norm: 8.5097 2020-08-05 06:27:35,785 - mmaction - INFO - Epoch [83][1280/3757] lr: 1.000e-04, eta: 1 day, 11:56:26, time: 1.992, data_time: 0.287, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8789, loss_cls: 1.2311, loss: 1.2311, grad_norm: 8.9939 2020-08-05 06:28:15,595 - mmaction - INFO - Epoch [83][1300/3757] lr: 1.000e-04, eta: 1 day, 11:55:48, time: 1.991, data_time: 0.014, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8781, loss_cls: 1.2335, loss: 1.2335, grad_norm: 9.0111 2020-08-05 06:28:52,802 - mmaction - INFO - Epoch [83][1320/3757] lr: 1.000e-04, eta: 1 day, 11:55:08, time: 1.861, data_time: 0.035, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2251, loss: 1.2251, grad_norm: 9.0741 2020-08-05 06:29:31,573 - mmaction - INFO - Epoch [83][1340/3757] lr: 1.000e-04, eta: 1 day, 11:54:29, time: 1.930, data_time: 0.008, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1741, loss: 1.1741, grad_norm: 8.9063 2020-08-05 06:30:09,858 - mmaction - INFO - Epoch [83][1360/3757] lr: 1.000e-04, eta: 1 day, 11:53:50, time: 1.920, data_time: 0.030, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1672, loss: 1.1672, grad_norm: 8.9677 2020-08-05 06:30:49,404 - mmaction - INFO - Epoch [83][1380/3757] lr: 1.000e-04, eta: 1 day, 11:53:11, time: 1.978, data_time: 0.004, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8930, loss_cls: 1.1012, loss: 1.1012, grad_norm: 8.6609 2020-08-05 06:31:27,176 - mmaction - INFO - Epoch [83][1400/3757] lr: 1.000e-04, eta: 1 day, 11:52:31, time: 1.883, data_time: 0.009, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8812, loss_cls: 1.2237, loss: 1.2237, grad_norm: 9.2789 2020-08-05 06:32:05,987 - mmaction - INFO - Epoch [83][1420/3757] lr: 1.000e-04, eta: 1 day, 11:51:52, time: 1.946, data_time: 0.011, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8695, loss_cls: 1.2111, loss: 1.2111, grad_norm: 8.9055 2020-08-05 06:32:46,639 - mmaction - INFO - Epoch [83][1440/3757] lr: 1.000e-04, eta: 1 day, 11:51:14, time: 2.033, data_time: 0.008, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8758, loss_cls: 1.1978, loss: 1.1978, grad_norm: 8.9493 2020-08-05 06:33:25,170 - mmaction - INFO - Epoch [83][1460/3757] lr: 1.000e-04, eta: 1 day, 11:50:35, time: 1.927, data_time: 0.034, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8703, loss_cls: 1.2576, loss: 1.2576, grad_norm: 9.0651 2020-08-05 06:34:04,247 - mmaction - INFO - Epoch [83][1480/3757] lr: 1.000e-04, eta: 1 day, 11:49:56, time: 1.954, data_time: 0.473, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8891, loss_cls: 1.1570, loss: 1.1570, grad_norm: 9.1266 2020-08-05 06:34:45,777 - mmaction - INFO - Epoch [83][1500/3757] lr: 1.000e-04, eta: 1 day, 11:49:18, time: 2.073, data_time: 0.117, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1640, loss: 1.1640, grad_norm: 9.0179 2020-08-05 06:35:25,161 - mmaction - INFO - Epoch [83][1520/3757] lr: 1.000e-04, eta: 1 day, 11:48:39, time: 1.964, data_time: 0.008, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.2233, loss: 1.2233, grad_norm: 9.2644 2020-08-05 06:36:06,104 - mmaction - INFO - Epoch [83][1540/3757] lr: 1.000e-04, eta: 1 day, 11:48:01, time: 2.055, data_time: 0.031, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2285, loss: 1.2285, grad_norm: 9.0455 2020-08-05 06:36:44,424 - mmaction - INFO - Epoch [83][1560/3757] lr: 1.000e-04, eta: 1 day, 11:47:21, time: 1.910, data_time: 0.010, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.1907, loss: 1.1907, grad_norm: 9.1203 2020-08-05 06:37:26,388 - mmaction - INFO - Epoch [83][1580/3757] lr: 1.000e-04, eta: 1 day, 11:46:44, time: 2.103, data_time: 0.014, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8742, loss_cls: 1.1908, loss: 1.1908, grad_norm: 8.7840 2020-08-05 06:38:02,022 - mmaction - INFO - Epoch [83][1600/3757] lr: 1.000e-04, eta: 1 day, 11:46:03, time: 1.780, data_time: 0.009, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2335, loss: 1.2335, grad_norm: 8.8175 2020-08-05 06:38:44,325 - mmaction - INFO - Epoch [83][1620/3757] lr: 1.000e-04, eta: 1 day, 11:45:26, time: 2.118, data_time: 0.012, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.1899, loss: 1.1899, grad_norm: 8.8040 2020-08-05 06:39:24,769 - mmaction - INFO - Epoch [83][1640/3757] lr: 1.000e-04, eta: 1 day, 11:44:47, time: 2.017, data_time: 0.007, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.1145, loss: 1.1145, grad_norm: 8.8194 2020-08-05 06:40:03,624 - mmaction - INFO - Epoch [83][1660/3757] lr: 1.000e-04, eta: 1 day, 11:44:08, time: 1.948, data_time: 0.010, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8742, loss_cls: 1.2910, loss: 1.2910, grad_norm: 9.3265 2020-08-05 06:40:41,678 - mmaction - INFO - Epoch [83][1680/3757] lr: 1.000e-04, eta: 1 day, 11:43:29, time: 1.903, data_time: 0.002, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2008, loss: 1.2008, grad_norm: 8.8972 2020-08-05 06:41:20,529 - mmaction - INFO - Epoch [83][1700/3757] lr: 1.000e-04, eta: 1 day, 11:42:50, time: 1.935, data_time: 0.008, memory: 5166, top1_acc: 0.7500, top5_acc: 0.9031, loss_cls: 1.0458, loss: 1.0458, grad_norm: 8.4189 2020-08-05 06:42:00,612 - mmaction - INFO - Epoch [83][1720/3757] lr: 1.000e-04, eta: 1 day, 11:42:11, time: 2.011, data_time: 0.158, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8883, loss_cls: 1.1447, loss: 1.1447, grad_norm: 8.7350 2020-08-05 06:42:38,580 - mmaction - INFO - Epoch [83][1740/3757] lr: 1.000e-04, eta: 1 day, 11:41:32, time: 1.896, data_time: 0.014, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8695, loss_cls: 1.2202, loss: 1.2202, grad_norm: 8.8236 2020-08-05 06:43:16,054 - mmaction - INFO - Epoch [83][1760/3757] lr: 1.000e-04, eta: 1 day, 11:40:52, time: 1.875, data_time: 0.007, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2473, loss: 1.2473, grad_norm: 9.0648 2020-08-05 06:43:53,519 - mmaction - INFO - Epoch [83][1780/3757] lr: 1.000e-04, eta: 1 day, 11:40:12, time: 1.871, data_time: 0.010, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8945, loss_cls: 1.0691, loss: 1.0691, grad_norm: 8.4229 2020-08-05 06:44:30,710 - mmaction - INFO - Epoch [83][1800/3757] lr: 1.000e-04, eta: 1 day, 11:39:33, time: 1.862, data_time: 0.009, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8664, loss_cls: 1.1892, loss: 1.1892, grad_norm: 8.8411 2020-08-05 06:45:09,805 - mmaction - INFO - Epoch [83][1820/3757] lr: 1.000e-04, eta: 1 day, 11:38:54, time: 1.956, data_time: 0.037, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1290, loss: 1.1290, grad_norm: 8.6692 2020-08-05 06:45:48,823 - mmaction - INFO - Epoch [83][1840/3757] lr: 1.000e-04, eta: 1 day, 11:38:15, time: 1.948, data_time: 0.005, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1395, loss: 1.1395, grad_norm: 8.6688 2020-08-05 06:46:27,219 - mmaction - INFO - Epoch [83][1860/3757] lr: 1.000e-04, eta: 1 day, 11:37:35, time: 1.921, data_time: 0.118, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1208, loss: 1.1208, grad_norm: 8.4639 2020-08-05 06:47:06,191 - mmaction - INFO - Epoch [83][1880/3757] lr: 1.000e-04, eta: 1 day, 11:36:56, time: 1.941, data_time: 0.653, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1606, loss: 1.1606, grad_norm: 9.0605 2020-08-05 06:47:45,808 - mmaction - INFO - Epoch [83][1900/3757] lr: 1.000e-04, eta: 1 day, 11:36:18, time: 1.990, data_time: 0.734, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8812, loss_cls: 1.1679, loss: 1.1679, grad_norm: 8.8992 2020-08-05 06:48:23,624 - mmaction - INFO - Epoch [83][1920/3757] lr: 1.000e-04, eta: 1 day, 11:35:38, time: 1.884, data_time: 0.450, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8945, loss_cls: 1.0927, loss: 1.0927, grad_norm: 8.7666 2020-08-05 06:49:03,216 - mmaction - INFO - Epoch [83][1940/3757] lr: 1.000e-04, eta: 1 day, 11:34:59, time: 1.986, data_time: 0.276, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8883, loss_cls: 1.1698, loss: 1.1698, grad_norm: 8.8986 2020-08-05 06:49:40,106 - mmaction - INFO - Epoch [83][1960/3757] lr: 1.000e-04, eta: 1 day, 11:34:19, time: 1.834, data_time: 0.008, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1279, loss: 1.1279, grad_norm: 8.8127 2020-08-05 06:50:18,918 - mmaction - INFO - Epoch [83][1980/3757] lr: 1.000e-04, eta: 1 day, 11:33:40, time: 1.944, data_time: 0.014, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8773, loss_cls: 1.1843, loss: 1.1843, grad_norm: 8.9196 2020-08-05 06:50:58,990 - mmaction - INFO - Epoch [83][2000/3757] lr: 1.000e-04, eta: 1 day, 11:33:02, time: 2.009, data_time: 0.010, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8969, loss_cls: 1.1148, loss: 1.1148, grad_norm: 8.8007 2020-08-05 06:51:38,051 - mmaction - INFO - Epoch [83][2020/3757] lr: 1.000e-04, eta: 1 day, 11:32:23, time: 1.954, data_time: 0.009, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8914, loss_cls: 1.1495, loss: 1.1495, grad_norm: 8.9882 2020-08-05 06:52:22,294 - mmaction - INFO - Epoch [83][2040/3757] lr: 1.000e-04, eta: 1 day, 11:31:46, time: 2.211, data_time: 0.012, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2312, loss: 1.2312, grad_norm: 9.1276 2020-08-05 06:52:59,742 - mmaction - INFO - Epoch [83][2060/3757] lr: 1.000e-04, eta: 1 day, 11:31:06, time: 1.871, data_time: 0.009, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.1240, loss: 1.1240, grad_norm: 8.7649 2020-08-05 06:53:38,101 - mmaction - INFO - Epoch [83][2080/3757] lr: 1.000e-04, eta: 1 day, 11:30:27, time: 1.911, data_time: 0.018, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8820, loss_cls: 1.1783, loss: 1.1783, grad_norm: 8.7733 2020-08-05 06:54:16,280 - mmaction - INFO - Epoch [83][2100/3757] lr: 1.000e-04, eta: 1 day, 11:29:48, time: 1.919, data_time: 0.017, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1405, loss: 1.1405, grad_norm: 8.8103 2020-08-05 06:54:55,856 - mmaction - INFO - Epoch [83][2120/3757] lr: 1.000e-04, eta: 1 day, 11:29:09, time: 1.977, data_time: 0.020, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8867, loss_cls: 1.1624, loss: 1.1624, grad_norm: 8.8319 2020-08-05 06:55:32,211 - mmaction - INFO - Epoch [83][2140/3757] lr: 1.000e-04, eta: 1 day, 11:28:29, time: 1.818, data_time: 0.004, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1634, loss: 1.1634, grad_norm: 9.0212 2020-08-05 06:56:12,505 - mmaction - INFO - Epoch [83][2160/3757] lr: 1.000e-04, eta: 1 day, 11:27:50, time: 2.008, data_time: 0.093, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1873, loss: 1.1873, grad_norm: 9.0249 2020-08-05 06:56:50,659 - mmaction - INFO - Epoch [83][2180/3757] lr: 1.000e-04, eta: 1 day, 11:27:11, time: 1.914, data_time: 0.211, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8758, loss_cls: 1.3024, loss: 1.3024, grad_norm: 9.4425 2020-08-05 06:57:28,189 - mmaction - INFO - Epoch [83][2200/3757] lr: 1.000e-04, eta: 1 day, 11:26:31, time: 1.874, data_time: 0.038, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8680, loss_cls: 1.2983, loss: 1.2983, grad_norm: 9.1900 2020-08-05 06:58:07,128 - mmaction - INFO - Epoch [83][2220/3757] lr: 1.000e-04, eta: 1 day, 11:25:52, time: 1.949, data_time: 0.014, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1805, loss: 1.1805, grad_norm: 8.8127 2020-08-05 06:58:46,141 - mmaction - INFO - Epoch [83][2240/3757] lr: 1.000e-04, eta: 1 day, 11:25:13, time: 1.946, data_time: 0.207, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.2882, loss: 1.2882, grad_norm: 9.0634 2020-08-05 06:59:25,411 - mmaction - INFO - Epoch [83][2260/3757] lr: 1.000e-04, eta: 1 day, 11:24:35, time: 1.968, data_time: 0.178, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.2477, loss: 1.2477, grad_norm: 8.8811 2020-08-05 07:00:04,242 - mmaction - INFO - Epoch [83][2280/3757] lr: 1.000e-04, eta: 1 day, 11:23:55, time: 1.941, data_time: 0.009, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1426, loss: 1.1426, grad_norm: 8.7383 2020-08-05 07:00:44,224 - mmaction - INFO - Epoch [83][2300/3757] lr: 1.000e-04, eta: 1 day, 11:23:17, time: 1.987, data_time: 0.018, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8727, loss_cls: 1.2159, loss: 1.2159, grad_norm: 9.0687 2020-08-05 07:01:22,179 - mmaction - INFO - Epoch [83][2320/3757] lr: 1.000e-04, eta: 1 day, 11:22:37, time: 1.905, data_time: 0.032, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8961, loss_cls: 1.1119, loss: 1.1119, grad_norm: 8.9186 2020-08-05 07:02:02,933 - mmaction - INFO - Epoch [83][2340/3757] lr: 1.000e-04, eta: 1 day, 11:21:59, time: 2.043, data_time: 0.008, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8875, loss_cls: 1.1194, loss: 1.1194, grad_norm: 8.7565 2020-08-05 07:02:41,566 - mmaction - INFO - Epoch [83][2360/3757] lr: 1.000e-04, eta: 1 day, 11:21:20, time: 1.924, data_time: 0.007, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1799, loss: 1.1799, grad_norm: 8.9318 2020-08-05 07:03:21,500 - mmaction - INFO - Epoch [83][2380/3757] lr: 1.000e-04, eta: 1 day, 11:20:41, time: 2.003, data_time: 0.011, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1689, loss: 1.1689, grad_norm: 8.9482 2020-08-05 07:03:58,706 - mmaction - INFO - Epoch [83][2400/3757] lr: 1.000e-04, eta: 1 day, 11:20:02, time: 1.853, data_time: 0.013, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1278, loss: 1.1278, grad_norm: 8.7584 2020-08-05 07:04:41,132 - mmaction - INFO - Epoch [83][2420/3757] lr: 1.000e-04, eta: 1 day, 11:19:24, time: 2.130, data_time: 0.032, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8883, loss_cls: 1.1209, loss: 1.1209, grad_norm: 8.5225 2020-08-05 07:05:15,641 - mmaction - INFO - Epoch [83][2440/3757] lr: 1.000e-04, eta: 1 day, 11:18:43, time: 1.722, data_time: 0.007, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8852, loss_cls: 1.1366, loss: 1.1366, grad_norm: 8.6423 2020-08-05 07:05:57,116 - mmaction - INFO - Epoch [83][2460/3757] lr: 1.000e-04, eta: 1 day, 11:18:05, time: 2.071, data_time: 0.009, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8953, loss_cls: 1.1398, loss: 1.1398, grad_norm: 8.7731 2020-08-05 07:06:34,711 - mmaction - INFO - Epoch [83][2480/3757] lr: 1.000e-04, eta: 1 day, 11:17:26, time: 1.884, data_time: 0.009, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.1442, loss: 1.1442, grad_norm: 8.9499 2020-08-05 07:07:12,820 - mmaction - INFO - Epoch [83][2500/3757] lr: 1.000e-04, eta: 1 day, 11:16:46, time: 1.901, data_time: 0.010, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8984, loss_cls: 1.1211, loss: 1.1211, grad_norm: 8.6301 2020-08-05 07:07:54,195 - mmaction - INFO - Epoch [83][2520/3757] lr: 1.000e-04, eta: 1 day, 11:16:08, time: 2.073, data_time: 0.008, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8758, loss_cls: 1.2100, loss: 1.2100, grad_norm: 8.9154 2020-08-05 07:08:33,603 - mmaction - INFO - Epoch [83][2540/3757] lr: 1.000e-04, eta: 1 day, 11:15:29, time: 1.972, data_time: 0.043, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8797, loss_cls: 1.1799, loss: 1.1799, grad_norm: 9.0461 2020-08-05 07:09:13,717 - mmaction - INFO - Epoch [83][2560/3757] lr: 1.000e-04, eta: 1 day, 11:14:51, time: 2.005, data_time: 0.003, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2429, loss: 1.2429, grad_norm: 9.1980 2020-08-05 07:09:54,032 - mmaction - INFO - Epoch [83][2580/3757] lr: 1.000e-04, eta: 1 day, 11:14:12, time: 2.009, data_time: 0.014, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8797, loss_cls: 1.1718, loss: 1.1718, grad_norm: 9.0622 2020-08-05 07:10:35,129 - mmaction - INFO - Epoch [83][2600/3757] lr: 1.000e-04, eta: 1 day, 11:13:34, time: 2.063, data_time: 0.014, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.1927, loss: 1.1927, grad_norm: 9.0292 2020-08-05 07:11:13,746 - mmaction - INFO - Epoch [83][2620/3757] lr: 1.000e-04, eta: 1 day, 11:12:55, time: 1.922, data_time: 0.013, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.2296, loss: 1.2296, grad_norm: 8.9809 2020-08-05 07:11:52,576 - mmaction - INFO - Epoch [83][2640/3757] lr: 1.000e-04, eta: 1 day, 11:12:16, time: 1.950, data_time: 0.012, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8727, loss_cls: 1.2234, loss: 1.2234, grad_norm: 8.9207 2020-08-05 07:12:30,978 - mmaction - INFO - Epoch [83][2660/3757] lr: 1.000e-04, eta: 1 day, 11:11:37, time: 1.914, data_time: 0.346, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3195, loss: 1.3195, grad_norm: 9.5644 2020-08-05 07:13:11,570 - mmaction - INFO - Epoch [83][2680/3757] lr: 1.000e-04, eta: 1 day, 11:10:59, time: 2.036, data_time: 0.057, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1735, loss: 1.1735, grad_norm: 9.1215 2020-08-05 07:13:52,020 - mmaction - INFO - Epoch [83][2700/3757] lr: 1.000e-04, eta: 1 day, 11:10:20, time: 2.017, data_time: 0.008, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8859, loss_cls: 1.1854, loss: 1.1854, grad_norm: 8.8975 2020-08-05 07:14:31,072 - mmaction - INFO - Epoch [83][2720/3757] lr: 1.000e-04, eta: 1 day, 11:09:41, time: 1.958, data_time: 0.009, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8852, loss_cls: 1.1334, loss: 1.1334, grad_norm: 8.7867 2020-08-05 07:15:11,741 - mmaction - INFO - Epoch [83][2740/3757] lr: 1.000e-04, eta: 1 day, 11:09:03, time: 2.030, data_time: 0.009, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8898, loss_cls: 1.1014, loss: 1.1014, grad_norm: 8.5634 2020-08-05 07:15:48,663 - mmaction - INFO - Epoch [83][2760/3757] lr: 1.000e-04, eta: 1 day, 11:08:23, time: 1.849, data_time: 0.006, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8758, loss_cls: 1.1431, loss: 1.1431, grad_norm: 8.6731 2020-08-05 07:16:23,472 - mmaction - INFO - Epoch [83][2780/3757] lr: 1.000e-04, eta: 1 day, 11:07:42, time: 1.739, data_time: 0.010, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8773, loss_cls: 1.2704, loss: 1.2704, grad_norm: 9.2633 2020-08-05 07:17:03,940 - mmaction - INFO - Epoch [83][2800/3757] lr: 1.000e-04, eta: 1 day, 11:07:04, time: 2.025, data_time: 0.141, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1537, loss: 1.1537, grad_norm: 8.6291 2020-08-05 07:17:45,667 - mmaction - INFO - Epoch [83][2820/3757] lr: 1.000e-04, eta: 1 day, 11:06:26, time: 2.086, data_time: 1.300, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2603, loss: 1.2603, grad_norm: 9.1577 2020-08-05 07:18:24,648 - mmaction - INFO - Epoch [83][2840/3757] lr: 1.000e-04, eta: 1 day, 11:05:47, time: 1.950, data_time: 1.380, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8836, loss_cls: 1.1277, loss: 1.1277, grad_norm: 8.7979 2020-08-05 07:19:05,291 - mmaction - INFO - Epoch [83][2860/3757] lr: 1.000e-04, eta: 1 day, 11:05:09, time: 2.025, data_time: 0.918, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8641, loss_cls: 1.2547, loss: 1.2547, grad_norm: 9.1230 2020-08-05 07:19:44,336 - mmaction - INFO - Epoch [83][2880/3757] lr: 1.000e-04, eta: 1 day, 11:04:30, time: 1.960, data_time: 0.039, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8859, loss_cls: 1.1641, loss: 1.1641, grad_norm: 8.5048 2020-08-05 07:20:22,695 - mmaction - INFO - Epoch [83][2900/3757] lr: 1.000e-04, eta: 1 day, 11:03:50, time: 1.912, data_time: 0.012, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.1841, loss: 1.1841, grad_norm: 9.0822 2020-08-05 07:20:59,458 - mmaction - INFO - Epoch [83][2920/3757] lr: 1.000e-04, eta: 1 day, 11:03:10, time: 1.846, data_time: 0.080, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.1772, loss: 1.1772, grad_norm: 8.5974 2020-08-05 07:21:39,475 - mmaction - INFO - Epoch [83][2940/3757] lr: 1.000e-04, eta: 1 day, 11:02:32, time: 1.994, data_time: 0.139, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8680, loss_cls: 1.2044, loss: 1.2044, grad_norm: 9.0862 2020-08-05 07:22:18,384 - mmaction - INFO - Epoch [83][2960/3757] lr: 1.000e-04, eta: 1 day, 11:01:53, time: 1.945, data_time: 0.074, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.1975, loss: 1.1975, grad_norm: 8.9765 2020-08-05 07:22:57,679 - mmaction - INFO - Epoch [83][2980/3757] lr: 1.000e-04, eta: 1 day, 11:01:14, time: 1.964, data_time: 0.047, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8773, loss_cls: 1.1715, loss: 1.1715, grad_norm: 8.6298 2020-08-05 07:23:39,908 - mmaction - INFO - Epoch [83][3000/3757] lr: 1.000e-04, eta: 1 day, 11:00:36, time: 2.111, data_time: 0.010, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8883, loss_cls: 1.2142, loss: 1.2142, grad_norm: 9.2064 2020-08-05 07:24:18,481 - mmaction - INFO - Epoch [83][3020/3757] lr: 1.000e-04, eta: 1 day, 10:59:57, time: 1.935, data_time: 0.035, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8836, loss_cls: 1.1653, loss: 1.1653, grad_norm: 8.8817 2020-08-05 07:24:54,368 - mmaction - INFO - Epoch [83][3040/3757] lr: 1.000e-04, eta: 1 day, 10:59:17, time: 1.786, data_time: 0.008, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2258, loss: 1.2258, grad_norm: 8.9914 2020-08-05 07:25:36,124 - mmaction - INFO - Epoch [83][3060/3757] lr: 1.000e-04, eta: 1 day, 10:58:39, time: 2.094, data_time: 0.012, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8789, loss_cls: 1.1929, loss: 1.1929, grad_norm: 8.8988 2020-08-05 07:26:11,563 - mmaction - INFO - Epoch [83][3080/3757] lr: 1.000e-04, eta: 1 day, 10:57:58, time: 1.775, data_time: 0.010, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8898, loss_cls: 1.1859, loss: 1.1859, grad_norm: 9.0234 2020-08-05 07:26:48,565 - mmaction - INFO - Epoch [83][3100/3757] lr: 1.000e-04, eta: 1 day, 10:57:19, time: 1.846, data_time: 0.008, memory: 5166, top1_acc: 0.7430, top5_acc: 0.9086, loss_cls: 1.0310, loss: 1.0310, grad_norm: 8.5476 2020-08-05 07:27:26,304 - mmaction - INFO - Epoch [83][3120/3757] lr: 1.000e-04, eta: 1 day, 10:56:39, time: 1.890, data_time: 0.132, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1856, loss: 1.1856, grad_norm: 9.1298 2020-08-05 07:28:12,141 - mmaction - INFO - Epoch [83][3140/3757] lr: 1.000e-04, eta: 1 day, 10:56:03, time: 2.285, data_time: 0.013, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.1672, loss: 1.1672, grad_norm: 8.9108 2020-08-05 07:28:49,535 - mmaction - INFO - Epoch [83][3160/3757] lr: 1.000e-04, eta: 1 day, 10:55:23, time: 1.877, data_time: 0.011, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8828, loss_cls: 1.1721, loss: 1.1721, grad_norm: 8.8749 2020-08-05 07:29:29,119 - mmaction - INFO - Epoch [83][3180/3757] lr: 1.000e-04, eta: 1 day, 10:54:44, time: 1.977, data_time: 0.009, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8812, loss_cls: 1.2363, loss: 1.2363, grad_norm: 9.1691 2020-08-05 07:30:03,123 - mmaction - INFO - Epoch [83][3200/3757] lr: 1.000e-04, eta: 1 day, 10:54:03, time: 1.703, data_time: 0.008, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8719, loss_cls: 1.2137, loss: 1.2137, grad_norm: 8.8940 2020-08-05 07:30:43,483 - mmaction - INFO - Epoch [83][3220/3757] lr: 1.000e-04, eta: 1 day, 10:53:25, time: 2.012, data_time: 0.199, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8953, loss_cls: 1.1110, loss: 1.1110, grad_norm: 8.7570 2020-08-05 07:31:21,063 - mmaction - INFO - Epoch [83][3240/3757] lr: 1.000e-04, eta: 1 day, 10:52:45, time: 1.877, data_time: 0.048, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8898, loss_cls: 1.1168, loss: 1.1168, grad_norm: 8.6602 2020-08-05 07:32:00,063 - mmaction - INFO - Epoch [83][3260/3757] lr: 1.000e-04, eta: 1 day, 10:52:06, time: 1.957, data_time: 0.011, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8844, loss_cls: 1.2052, loss: 1.2052, grad_norm: 9.0321 2020-08-05 07:32:36,668 - mmaction - INFO - Epoch [83][3280/3757] lr: 1.000e-04, eta: 1 day, 10:51:26, time: 1.827, data_time: 0.008, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8773, loss_cls: 1.1767, loss: 1.1767, grad_norm: 8.8498 2020-08-05 07:33:18,177 - mmaction - INFO - Epoch [83][3300/3757] lr: 1.000e-04, eta: 1 day, 10:50:48, time: 2.078, data_time: 0.416, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8898, loss_cls: 1.1326, loss: 1.1326, grad_norm: 8.8961 2020-08-05 07:33:57,415 - mmaction - INFO - Epoch [83][3320/3757] lr: 1.000e-04, eta: 1 day, 10:50:09, time: 1.957, data_time: 0.843, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8914, loss_cls: 1.1682, loss: 1.1682, grad_norm: 8.9170 2020-08-05 07:34:36,202 - mmaction - INFO - Epoch [83][3340/3757] lr: 1.000e-04, eta: 1 day, 10:49:30, time: 1.945, data_time: 1.226, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8875, loss_cls: 1.1404, loss: 1.1404, grad_norm: 8.9869 2020-08-05 07:35:14,646 - mmaction - INFO - Epoch [83][3360/3757] lr: 1.000e-04, eta: 1 day, 10:48:51, time: 1.915, data_time: 1.278, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1545, loss: 1.1545, grad_norm: 8.8317 2020-08-05 07:35:52,658 - mmaction - INFO - Epoch [83][3380/3757] lr: 1.000e-04, eta: 1 day, 10:48:12, time: 1.907, data_time: 1.298, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8969, loss_cls: 1.1423, loss: 1.1423, grad_norm: 8.8567 2020-08-05 07:36:32,644 - mmaction - INFO - Epoch [83][3400/3757] lr: 1.000e-04, eta: 1 day, 10:47:33, time: 1.997, data_time: 1.333, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.2109, loss: 1.2109, grad_norm: 9.1855 2020-08-05 07:37:14,640 - mmaction - INFO - Epoch [83][3420/3757] lr: 1.000e-04, eta: 1 day, 10:46:55, time: 2.103, data_time: 0.210, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.1097, loss: 1.1097, grad_norm: 8.8622 2020-08-05 07:37:51,312 - mmaction - INFO - Epoch [83][3440/3757] lr: 1.000e-04, eta: 1 day, 10:46:15, time: 1.833, data_time: 0.003, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8812, loss_cls: 1.2134, loss: 1.2134, grad_norm: 8.8357 2020-08-05 07:38:32,277 - mmaction - INFO - Epoch [83][3460/3757] lr: 1.000e-04, eta: 1 day, 10:45:37, time: 2.050, data_time: 0.124, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.1925, loss: 1.1925, grad_norm: 8.9130 2020-08-05 07:39:10,994 - mmaction - INFO - Epoch [83][3480/3757] lr: 1.000e-04, eta: 1 day, 10:44:58, time: 1.928, data_time: 0.117, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1719, loss: 1.1719, grad_norm: 8.7635 2020-08-05 07:39:47,914 - mmaction - INFO - Epoch [83][3500/3757] lr: 1.000e-04, eta: 1 day, 10:44:18, time: 1.854, data_time: 0.059, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8836, loss_cls: 1.2055, loss: 1.2055, grad_norm: 9.2120 2020-08-05 07:40:28,502 - mmaction - INFO - Epoch [83][3520/3757] lr: 1.000e-04, eta: 1 day, 10:43:40, time: 2.019, data_time: 0.007, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.2040, loss: 1.2040, grad_norm: 9.0660 2020-08-05 07:41:07,602 - mmaction - INFO - Epoch [83][3540/3757] lr: 1.000e-04, eta: 1 day, 10:43:01, time: 1.958, data_time: 0.039, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8875, loss_cls: 1.1868, loss: 1.1868, grad_norm: 9.0798 2020-08-05 07:41:47,681 - mmaction - INFO - Epoch [83][3560/3757] lr: 1.000e-04, eta: 1 day, 10:42:22, time: 2.011, data_time: 0.011, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.1909, loss: 1.1909, grad_norm: 9.1168 2020-08-05 07:42:26,360 - mmaction - INFO - Epoch [83][3580/3757] lr: 1.000e-04, eta: 1 day, 10:41:43, time: 1.933, data_time: 0.020, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2325, loss: 1.2325, grad_norm: 9.0277 2020-08-05 07:43:04,101 - mmaction - INFO - Epoch [83][3600/3757] lr: 1.000e-04, eta: 1 day, 10:41:04, time: 1.889, data_time: 0.010, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8781, loss_cls: 1.1857, loss: 1.1857, grad_norm: 8.6614 2020-08-05 07:43:40,243 - mmaction - INFO - Epoch [83][3620/3757] lr: 1.000e-04, eta: 1 day, 10:40:23, time: 1.798, data_time: 0.008, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8953, loss_cls: 1.1484, loss: 1.1484, grad_norm: 9.0176 2020-08-05 07:44:20,560 - mmaction - INFO - Epoch [83][3640/3757] lr: 1.000e-04, eta: 1 day, 10:39:45, time: 2.024, data_time: 0.128, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1732, loss: 1.1732, grad_norm: 8.9231 2020-08-05 07:45:02,193 - mmaction - INFO - Epoch [83][3660/3757] lr: 1.000e-04, eta: 1 day, 10:39:07, time: 2.079, data_time: 0.215, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8992, loss_cls: 1.1110, loss: 1.1110, grad_norm: 8.8371 2020-08-05 07:45:35,936 - mmaction - INFO - Epoch [83][3680/3757] lr: 1.000e-04, eta: 1 day, 10:38:26, time: 1.688, data_time: 0.292, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8836, loss_cls: 1.1574, loss: 1.1574, grad_norm: 9.0409 2020-08-05 07:46:18,093 - mmaction - INFO - Epoch [83][3700/3757] lr: 1.000e-04, eta: 1 day, 10:37:48, time: 2.104, data_time: 0.215, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8852, loss_cls: 1.1456, loss: 1.1456, grad_norm: 8.7823 2020-08-05 07:46:58,437 - mmaction - INFO - Epoch [83][3720/3757] lr: 1.000e-04, eta: 1 day, 10:37:10, time: 2.022, data_time: 0.298, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8797, loss_cls: 1.1606, loss: 1.1606, grad_norm: 8.7296 2020-08-05 07:47:39,910 - mmaction - INFO - Epoch [83][3740/3757] lr: 1.000e-04, eta: 1 day, 10:36:32, time: 2.073, data_time: 0.123, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.2607, loss: 1.2607, grad_norm: 9.3028 2020-08-05 07:48:03,159 - mmaction - INFO - Saving checkpoint at 83 epochs 2020-08-05 07:48:57,248 - mmaction - INFO - Epoch [84][20/3757] lr: 1.000e-04, eta: 1 day, 10:35:11, time: 2.589, data_time: 1.088, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2316, loss: 1.2316, grad_norm: 9.1779 2020-08-05 07:49:37,816 - mmaction - INFO - Epoch [84][40/3757] lr: 1.000e-04, eta: 1 day, 10:34:33, time: 2.032, data_time: 0.128, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8883, loss_cls: 1.1513, loss: 1.1513, grad_norm: 8.9816 2020-08-05 07:50:17,091 - mmaction - INFO - Epoch [84][60/3757] lr: 1.000e-04, eta: 1 day, 10:33:54, time: 1.963, data_time: 0.007, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2208, loss: 1.2208, grad_norm: 8.8219 2020-08-05 07:50:57,006 - mmaction - INFO - Epoch [84][80/3757] lr: 1.000e-04, eta: 1 day, 10:33:15, time: 1.998, data_time: 0.091, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.1838, loss: 1.1838, grad_norm: 9.1245 2020-08-05 07:51:34,612 - mmaction - INFO - Epoch [84][100/3757] lr: 1.000e-04, eta: 1 day, 10:32:36, time: 1.881, data_time: 0.027, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8875, loss_cls: 1.1247, loss: 1.1247, grad_norm: 8.9088 2020-08-05 07:52:14,575 - mmaction - INFO - Epoch [84][120/3757] lr: 1.000e-04, eta: 1 day, 10:31:57, time: 1.990, data_time: 0.002, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8867, loss_cls: 1.1844, loss: 1.1844, grad_norm: 9.1941 2020-08-05 07:52:53,250 - mmaction - INFO - Epoch [84][140/3757] lr: 1.000e-04, eta: 1 day, 10:31:18, time: 1.941, data_time: 0.011, memory: 5166, top1_acc: 0.7250, top5_acc: 0.9016, loss_cls: 1.0954, loss: 1.0954, grad_norm: 8.7899 2020-08-05 07:53:34,337 - mmaction - INFO - Epoch [84][160/3757] lr: 1.000e-04, eta: 1 day, 10:30:40, time: 2.046, data_time: 0.008, memory: 5166, top1_acc: 0.7281, top5_acc: 0.9039, loss_cls: 1.0929, loss: 1.0929, grad_norm: 8.8379 2020-08-05 07:54:10,141 - mmaction - INFO - Epoch [84][180/3757] lr: 1.000e-04, eta: 1 day, 10:29:59, time: 1.799, data_time: 0.024, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8773, loss_cls: 1.1810, loss: 1.1810, grad_norm: 9.1145 2020-08-05 07:54:50,592 - mmaction - INFO - Epoch [84][200/3757] lr: 1.000e-04, eta: 1 day, 10:29:21, time: 2.014, data_time: 0.468, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8766, loss_cls: 1.2068, loss: 1.2068, grad_norm: 8.8838 2020-08-05 07:55:26,123 - mmaction - INFO - Epoch [84][220/3757] lr: 1.000e-04, eta: 1 day, 10:28:40, time: 1.781, data_time: 0.432, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8711, loss_cls: 1.1895, loss: 1.1895, grad_norm: 8.7690 2020-08-05 07:56:06,712 - mmaction - INFO - Epoch [84][240/3757] lr: 1.000e-04, eta: 1 day, 10:28:02, time: 2.034, data_time: 0.363, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8867, loss_cls: 1.1809, loss: 1.1809, grad_norm: 9.2027 2020-08-05 07:56:47,284 - mmaction - INFO - Epoch [84][260/3757] lr: 1.000e-04, eta: 1 day, 10:27:24, time: 2.025, data_time: 0.008, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.1688, loss: 1.1688, grad_norm: 9.0651 2020-08-05 07:57:24,417 - mmaction - INFO - Epoch [84][280/3757] lr: 1.000e-04, eta: 1 day, 10:26:44, time: 1.860, data_time: 0.009, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8656, loss_cls: 1.2506, loss: 1.2506, grad_norm: 9.0796 2020-08-05 07:58:04,843 - mmaction - INFO - Epoch [84][300/3757] lr: 1.000e-04, eta: 1 day, 10:26:06, time: 2.021, data_time: 0.008, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8883, loss_cls: 1.1699, loss: 1.1699, grad_norm: 8.9073 2020-08-05 07:58:44,610 - mmaction - INFO - Epoch [84][320/3757] lr: 1.000e-04, eta: 1 day, 10:25:27, time: 1.988, data_time: 0.003, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8578, loss_cls: 1.2649, loss: 1.2649, grad_norm: 9.0775 2020-08-05 07:59:23,106 - mmaction - INFO - Epoch [84][340/3757] lr: 1.000e-04, eta: 1 day, 10:24:48, time: 1.919, data_time: 0.008, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8859, loss_cls: 1.1903, loss: 1.1903, grad_norm: 9.0710 2020-08-05 08:00:01,402 - mmaction - INFO - Epoch [84][360/3757] lr: 1.000e-04, eta: 1 day, 10:24:08, time: 1.921, data_time: 0.010, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8797, loss_cls: 1.1834, loss: 1.1834, grad_norm: 9.0622 2020-08-05 08:00:43,174 - mmaction - INFO - Epoch [84][380/3757] lr: 1.000e-04, eta: 1 day, 10:23:30, time: 2.071, data_time: 0.495, memory: 5166, top1_acc: 0.7203, top5_acc: 0.9023, loss_cls: 1.0802, loss: 1.0802, grad_norm: 8.8988 2020-08-05 08:01:23,487 - mmaction - INFO - Epoch [84][400/3757] lr: 1.000e-04, eta: 1 day, 10:22:52, time: 2.034, data_time: 1.279, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8680, loss_cls: 1.2669, loss: 1.2669, grad_norm: 9.2925 2020-08-05 08:02:04,286 - mmaction - INFO - Epoch [84][420/3757] lr: 1.000e-04, eta: 1 day, 10:22:14, time: 2.040, data_time: 0.488, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8641, loss_cls: 1.2630, loss: 1.2630, grad_norm: 9.1400 2020-08-05 08:02:43,396 - mmaction - INFO - Epoch [84][440/3757] lr: 1.000e-04, eta: 1 day, 10:21:35, time: 1.950, data_time: 0.009, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.2052, loss: 1.2052, grad_norm: 9.1406 2020-08-05 08:03:21,940 - mmaction - INFO - Epoch [84][460/3757] lr: 1.000e-04, eta: 1 day, 10:20:56, time: 1.930, data_time: 0.023, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8828, loss_cls: 1.1816, loss: 1.1816, grad_norm: 9.0142 2020-08-05 08:03:58,623 - mmaction - INFO - Epoch [84][480/3757] lr: 1.000e-04, eta: 1 day, 10:20:16, time: 1.834, data_time: 0.490, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8680, loss_cls: 1.2120, loss: 1.2120, grad_norm: 8.8290 2020-08-05 08:04:39,585 - mmaction - INFO - Epoch [84][500/3757] lr: 1.000e-04, eta: 1 day, 10:19:38, time: 2.049, data_time: 0.884, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8789, loss_cls: 1.1632, loss: 1.1632, grad_norm: 8.8012 2020-08-05 08:05:17,723 - mmaction - INFO - Epoch [84][520/3757] lr: 1.000e-04, eta: 1 day, 10:18:58, time: 1.904, data_time: 0.655, memory: 5166, top1_acc: 0.7281, top5_acc: 0.9008, loss_cls: 1.0856, loss: 1.0856, grad_norm: 8.7341 2020-08-05 08:05:54,203 - mmaction - INFO - Epoch [84][540/3757] lr: 1.000e-04, eta: 1 day, 10:18:18, time: 1.828, data_time: 0.021, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8938, loss_cls: 1.1057, loss: 1.1057, grad_norm: 8.8374 2020-08-05 08:06:31,666 - mmaction - INFO - Epoch [84][560/3757] lr: 1.000e-04, eta: 1 day, 10:17:38, time: 1.867, data_time: 0.007, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2707, loss: 1.2707, grad_norm: 9.3536 2020-08-05 08:07:11,858 - mmaction - INFO - Epoch [84][580/3757] lr: 1.000e-04, eta: 1 day, 10:17:00, time: 2.015, data_time: 0.091, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8898, loss_cls: 1.1182, loss: 1.1182, grad_norm: 8.7330 2020-08-05 08:07:54,559 - mmaction - INFO - Epoch [84][600/3757] lr: 1.000e-04, eta: 1 day, 10:16:23, time: 2.132, data_time: 0.010, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8758, loss_cls: 1.2490, loss: 1.2490, grad_norm: 9.2080 2020-08-05 08:08:30,734 - mmaction - INFO - Epoch [84][620/3757] lr: 1.000e-04, eta: 1 day, 10:15:42, time: 1.812, data_time: 0.055, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.2141, loss: 1.2141, grad_norm: 8.9642 2020-08-05 08:09:15,756 - mmaction - INFO - Epoch [84][640/3757] lr: 1.000e-04, eta: 1 day, 10:15:06, time: 2.251, data_time: 1.085, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1717, loss: 1.1717, grad_norm: 9.0627 2020-08-05 08:09:55,780 - mmaction - INFO - Epoch [84][660/3757] lr: 1.000e-04, eta: 1 day, 10:14:27, time: 2.000, data_time: 1.432, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.2056, loss: 1.2056, grad_norm: 9.0099 2020-08-05 08:10:34,264 - mmaction - INFO - Epoch [84][680/3757] lr: 1.000e-04, eta: 1 day, 10:13:48, time: 1.922, data_time: 1.360, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8805, loss_cls: 1.1651, loss: 1.1651, grad_norm: 8.6993 2020-08-05 08:11:16,611 - mmaction - INFO - Epoch [84][700/3757] lr: 1.000e-04, eta: 1 day, 10:13:10, time: 2.121, data_time: 1.541, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2160, loss: 1.2160, grad_norm: 9.1020 2020-08-05 08:11:53,401 - mmaction - INFO - Epoch [84][720/3757] lr: 1.000e-04, eta: 1 day, 10:12:31, time: 1.833, data_time: 1.207, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8656, loss_cls: 1.2536, loss: 1.2536, grad_norm: 9.0846 2020-08-05 08:12:32,416 - mmaction - INFO - Epoch [84][740/3757] lr: 1.000e-04, eta: 1 day, 10:11:52, time: 1.957, data_time: 0.115, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8938, loss_cls: 1.1186, loss: 1.1186, grad_norm: 8.7635 2020-08-05 08:13:06,399 - mmaction - INFO - Epoch [84][760/3757] lr: 1.000e-04, eta: 1 day, 10:11:10, time: 1.691, data_time: 0.008, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2307, loss: 1.2307, grad_norm: 9.1914 2020-08-05 08:13:48,732 - mmaction - INFO - Epoch [84][780/3757] lr: 1.000e-04, eta: 1 day, 10:10:33, time: 2.122, data_time: 0.067, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.1255, loss: 1.1255, grad_norm: 8.8690 2020-08-05 08:14:26,900 - mmaction - INFO - Epoch [84][800/3757] lr: 1.000e-04, eta: 1 day, 10:09:53, time: 1.903, data_time: 0.005, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8852, loss_cls: 1.1778, loss: 1.1778, grad_norm: 8.9853 2020-08-05 08:15:08,217 - mmaction - INFO - Epoch [84][820/3757] lr: 1.000e-04, eta: 1 day, 10:09:15, time: 2.074, data_time: 0.166, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8812, loss_cls: 1.2062, loss: 1.2062, grad_norm: 9.0612 2020-08-05 08:15:43,728 - mmaction - INFO - Epoch [84][840/3757] lr: 1.000e-04, eta: 1 day, 10:08:35, time: 1.775, data_time: 0.002, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8930, loss_cls: 1.1253, loss: 1.1253, grad_norm: 8.9381 2020-08-05 08:16:25,285 - mmaction - INFO - Epoch [84][860/3757] lr: 1.000e-04, eta: 1 day, 10:07:57, time: 2.070, data_time: 0.010, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.0935, loss: 1.0935, grad_norm: 8.7134 2020-08-05 08:17:02,459 - mmaction - INFO - Epoch [84][880/3757] lr: 1.000e-04, eta: 1 day, 10:07:17, time: 1.867, data_time: 0.011, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8773, loss_cls: 1.2423, loss: 1.2423, grad_norm: 9.3690 2020-08-05 08:17:40,191 - mmaction - INFO - Epoch [84][900/3757] lr: 1.000e-04, eta: 1 day, 10:06:38, time: 1.883, data_time: 0.008, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1361, loss: 1.1361, grad_norm: 9.0946 2020-08-05 08:18:21,847 - mmaction - INFO - Epoch [84][920/3757] lr: 1.000e-04, eta: 1 day, 10:06:00, time: 2.087, data_time: 0.008, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2250, loss: 1.2250, grad_norm: 9.2698 2020-08-05 08:18:59,778 - mmaction - INFO - Epoch [84][940/3757] lr: 1.000e-04, eta: 1 day, 10:05:20, time: 1.890, data_time: 0.008, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8828, loss_cls: 1.1414, loss: 1.1414, grad_norm: 8.4552 2020-08-05 08:19:43,775 - mmaction - INFO - Epoch [84][960/3757] lr: 1.000e-04, eta: 1 day, 10:04:43, time: 2.206, data_time: 0.009, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.2017, loss: 1.2017, grad_norm: 8.9836 2020-08-05 08:20:23,543 - mmaction - INFO - Epoch [84][980/3757] lr: 1.000e-04, eta: 1 day, 10:04:05, time: 1.984, data_time: 0.214, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8727, loss_cls: 1.2084, loss: 1.2084, grad_norm: 9.1426 2020-08-05 08:21:00,628 - mmaction - INFO - Epoch [84][1000/3757] lr: 1.000e-04, eta: 1 day, 10:03:25, time: 1.858, data_time: 0.010, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1886, loss: 1.1886, grad_norm: 8.5484 2020-08-05 08:21:41,353 - mmaction - INFO - Epoch [84][1020/3757] lr: 1.000e-04, eta: 1 day, 10:02:47, time: 2.033, data_time: 0.562, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2272, loss: 1.2272, grad_norm: 9.0183 2020-08-05 08:22:18,970 - mmaction - INFO - Epoch [84][1040/3757] lr: 1.000e-04, eta: 1 day, 10:02:07, time: 1.878, data_time: 0.010, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8828, loss_cls: 1.2112, loss: 1.2112, grad_norm: 9.1113 2020-08-05 08:22:56,626 - mmaction - INFO - Epoch [84][1060/3757] lr: 1.000e-04, eta: 1 day, 10:01:28, time: 1.889, data_time: 0.065, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8805, loss_cls: 1.2478, loss: 1.2478, grad_norm: 9.2057 2020-08-05 08:23:38,326 - mmaction - INFO - Epoch [84][1080/3757] lr: 1.000e-04, eta: 1 day, 10:00:50, time: 2.078, data_time: 0.980, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1295, loss: 1.1295, grad_norm: 8.7608 2020-08-05 08:24:14,709 - mmaction - INFO - Epoch [84][1100/3757] lr: 1.000e-04, eta: 1 day, 10:00:10, time: 1.824, data_time: 0.373, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8711, loss_cls: 1.2308, loss: 1.2308, grad_norm: 8.9004 2020-08-05 08:24:54,840 - mmaction - INFO - Epoch [84][1120/3757] lr: 1.000e-04, eta: 1 day, 9:59:31, time: 2.009, data_time: 0.222, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2570, loss: 1.2570, grad_norm: 9.4046 2020-08-05 08:25:32,548 - mmaction - INFO - Epoch [84][1140/3757] lr: 1.000e-04, eta: 1 day, 9:58:52, time: 1.886, data_time: 0.003, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8828, loss_cls: 1.2027, loss: 1.2027, grad_norm: 9.0366 2020-08-05 08:26:11,116 - mmaction - INFO - Epoch [84][1160/3757] lr: 1.000e-04, eta: 1 day, 9:58:12, time: 1.922, data_time: 0.008, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8922, loss_cls: 1.1842, loss: 1.1842, grad_norm: 9.1107 2020-08-05 08:26:51,135 - mmaction - INFO - Epoch [84][1180/3757] lr: 1.000e-04, eta: 1 day, 9:57:34, time: 2.006, data_time: 0.009, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2376, loss: 1.2376, grad_norm: 9.2446 2020-08-05 08:27:29,773 - mmaction - INFO - Epoch [84][1200/3757] lr: 1.000e-04, eta: 1 day, 9:56:55, time: 1.925, data_time: 0.010, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8969, loss_cls: 1.1363, loss: 1.1363, grad_norm: 8.8271 2020-08-05 08:28:09,019 - mmaction - INFO - Epoch [84][1220/3757] lr: 1.000e-04, eta: 1 day, 9:56:16, time: 1.969, data_time: 0.010, memory: 5166, top1_acc: 0.7203, top5_acc: 0.9094, loss_cls: 1.0830, loss: 1.0830, grad_norm: 8.7491 2020-08-05 08:28:47,265 - mmaction - INFO - Epoch [84][1240/3757] lr: 1.000e-04, eta: 1 day, 9:55:36, time: 1.913, data_time: 0.009, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2513, loss: 1.2513, grad_norm: 9.4352 2020-08-05 08:29:26,704 - mmaction - INFO - Epoch [84][1260/3757] lr: 1.000e-04, eta: 1 day, 9:54:58, time: 1.972, data_time: 0.003, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1398, loss: 1.1398, grad_norm: 8.9867 2020-08-05 08:30:05,902 - mmaction - INFO - Epoch [84][1280/3757] lr: 1.000e-04, eta: 1 day, 9:54:19, time: 1.958, data_time: 0.095, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8859, loss_cls: 1.1708, loss: 1.1708, grad_norm: 9.0511 2020-08-05 08:30:43,668 - mmaction - INFO - Epoch [84][1300/3757] lr: 1.000e-04, eta: 1 day, 9:53:39, time: 1.890, data_time: 0.411, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1763, loss: 1.1763, grad_norm: 8.8910 2020-08-05 08:31:22,226 - mmaction - INFO - Epoch [84][1320/3757] lr: 1.000e-04, eta: 1 day, 9:53:00, time: 1.922, data_time: 0.094, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8891, loss_cls: 1.1167, loss: 1.1167, grad_norm: 8.8413 2020-08-05 08:32:03,345 - mmaction - INFO - Epoch [84][1340/3757] lr: 1.000e-04, eta: 1 day, 9:52:22, time: 2.061, data_time: 0.009, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.1640, loss: 1.1640, grad_norm: 8.9195 2020-08-05 08:32:43,063 - mmaction - INFO - Epoch [84][1360/3757] lr: 1.000e-04, eta: 1 day, 9:51:43, time: 1.986, data_time: 0.224, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.1709, loss: 1.1709, grad_norm: 9.1177 2020-08-05 08:33:22,573 - mmaction - INFO - Epoch [84][1380/3757] lr: 1.000e-04, eta: 1 day, 9:51:04, time: 1.976, data_time: 0.952, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8945, loss_cls: 1.1482, loss: 1.1482, grad_norm: 8.9699 2020-08-05 08:34:01,838 - mmaction - INFO - Epoch [84][1400/3757] lr: 1.000e-04, eta: 1 day, 9:50:25, time: 1.957, data_time: 0.007, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8828, loss_cls: 1.1922, loss: 1.1922, grad_norm: 9.0658 2020-08-05 08:34:41,498 - mmaction - INFO - Epoch [84][1420/3757] lr: 1.000e-04, eta: 1 day, 9:49:47, time: 1.991, data_time: 0.010, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8766, loss_cls: 1.1864, loss: 1.1864, grad_norm: 8.8413 2020-08-05 08:35:22,654 - mmaction - INFO - Epoch [84][1440/3757] lr: 1.000e-04, eta: 1 day, 9:49:08, time: 2.048, data_time: 0.008, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8836, loss_cls: 1.1531, loss: 1.1531, grad_norm: 8.9477 2020-08-05 08:35:59,597 - mmaction - INFO - Epoch [84][1460/3757] lr: 1.000e-04, eta: 1 day, 9:48:29, time: 1.856, data_time: 0.012, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1453, loss: 1.1453, grad_norm: 8.9893 2020-08-05 08:36:36,778 - mmaction - INFO - Epoch [84][1480/3757] lr: 1.000e-04, eta: 1 day, 9:47:49, time: 1.853, data_time: 0.055, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8945, loss_cls: 1.1048, loss: 1.1048, grad_norm: 8.6721 2020-08-05 08:37:16,043 - mmaction - INFO - Epoch [84][1500/3757] lr: 1.000e-04, eta: 1 day, 9:47:10, time: 1.969, data_time: 0.016, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8664, loss_cls: 1.2309, loss: 1.2309, grad_norm: 9.1131 2020-08-05 08:37:58,126 - mmaction - INFO - Epoch [84][1520/3757] lr: 1.000e-04, eta: 1 day, 9:46:32, time: 2.096, data_time: 0.169, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8844, loss_cls: 1.1278, loss: 1.1278, grad_norm: 8.9030 2020-08-05 08:38:32,113 - mmaction - INFO - Epoch [84][1540/3757] lr: 1.000e-04, eta: 1 day, 9:45:51, time: 1.709, data_time: 0.011, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8883, loss_cls: 1.1355, loss: 1.1355, grad_norm: 8.6893 2020-08-05 08:39:12,797 - mmaction - INFO - Epoch [84][1560/3757] lr: 1.000e-04, eta: 1 day, 9:45:13, time: 2.026, data_time: 0.014, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1441, loss: 1.1441, grad_norm: 8.8694 2020-08-05 08:39:54,013 - mmaction - INFO - Epoch [84][1580/3757] lr: 1.000e-04, eta: 1 day, 9:44:35, time: 2.067, data_time: 0.010, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.2223, loss: 1.2223, grad_norm: 9.0190 2020-08-05 08:40:34,415 - mmaction - INFO - Epoch [84][1600/3757] lr: 1.000e-04, eta: 1 day, 9:43:56, time: 2.018, data_time: 0.009, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1264, loss: 1.1264, grad_norm: 8.9019 2020-08-05 08:41:10,252 - mmaction - INFO - Epoch [84][1620/3757] lr: 1.000e-04, eta: 1 day, 9:43:16, time: 1.795, data_time: 0.008, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8766, loss_cls: 1.2138, loss: 1.2138, grad_norm: 9.1368 2020-08-05 08:41:54,227 - mmaction - INFO - Epoch [84][1640/3757] lr: 1.000e-04, eta: 1 day, 9:42:39, time: 2.193, data_time: 0.009, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8891, loss_cls: 1.1298, loss: 1.1298, grad_norm: 8.5861 2020-08-05 08:42:30,683 - mmaction - INFO - Epoch [84][1660/3757] lr: 1.000e-04, eta: 1 day, 9:41:59, time: 1.822, data_time: 0.174, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1375, loss: 1.1375, grad_norm: 8.7307 2020-08-05 08:43:10,808 - mmaction - INFO - Epoch [84][1680/3757] lr: 1.000e-04, eta: 1 day, 9:41:21, time: 2.013, data_time: 0.260, memory: 5166, top1_acc: 0.7375, top5_acc: 0.8914, loss_cls: 1.0679, loss: 1.0679, grad_norm: 8.6355 2020-08-05 08:43:44,857 - mmaction - INFO - Epoch [84][1700/3757] lr: 1.000e-04, eta: 1 day, 9:40:39, time: 1.703, data_time: 0.009, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.1889, loss: 1.1889, grad_norm: 9.0580 2020-08-05 08:44:25,883 - mmaction - INFO - Epoch [84][1720/3757] lr: 1.000e-04, eta: 1 day, 9:40:01, time: 2.050, data_time: 0.003, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.0938, loss: 1.0938, grad_norm: 8.6777 2020-08-05 08:45:02,811 - mmaction - INFO - Epoch [84][1740/3757] lr: 1.000e-04, eta: 1 day, 9:39:21, time: 1.849, data_time: 0.010, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8891, loss_cls: 1.1532, loss: 1.1532, grad_norm: 8.9374 2020-08-05 08:45:44,038 - mmaction - INFO - Epoch [84][1760/3757] lr: 1.000e-04, eta: 1 day, 9:38:43, time: 2.059, data_time: 0.096, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8836, loss_cls: 1.1559, loss: 1.1559, grad_norm: 8.7908 2020-08-05 08:46:23,885 - mmaction - INFO - Epoch [84][1780/3757] lr: 1.000e-04, eta: 1 day, 9:38:05, time: 1.995, data_time: 0.011, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8727, loss_cls: 1.1724, loss: 1.1724, grad_norm: 9.1086 2020-08-05 08:47:02,088 - mmaction - INFO - Epoch [84][1800/3757] lr: 1.000e-04, eta: 1 day, 9:37:25, time: 1.907, data_time: 0.191, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8742, loss_cls: 1.1997, loss: 1.1997, grad_norm: 8.6806 2020-08-05 08:47:41,220 - mmaction - INFO - Epoch [84][1820/3757] lr: 1.000e-04, eta: 1 day, 9:36:46, time: 1.952, data_time: 0.068, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8812, loss_cls: 1.2091, loss: 1.2091, grad_norm: 9.1407 2020-08-05 08:48:15,789 - mmaction - INFO - Epoch [84][1840/3757] lr: 1.000e-04, eta: 1 day, 9:36:06, time: 1.736, data_time: 0.010, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8891, loss_cls: 1.1207, loss: 1.1207, grad_norm: 8.7388 2020-08-05 08:48:55,103 - mmaction - INFO - Epoch [84][1860/3757] lr: 1.000e-04, eta: 1 day, 9:35:27, time: 1.958, data_time: 0.009, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8898, loss_cls: 1.1233, loss: 1.1233, grad_norm: 9.0290 2020-08-05 08:49:32,252 - mmaction - INFO - Epoch [84][1880/3757] lr: 1.000e-04, eta: 1 day, 9:34:47, time: 1.865, data_time: 0.055, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8742, loss_cls: 1.2200, loss: 1.2200, grad_norm: 9.2874 2020-08-05 08:50:12,040 - mmaction - INFO - Epoch [84][1900/3757] lr: 1.000e-04, eta: 1 day, 9:34:08, time: 1.989, data_time: 0.160, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1384, loss: 1.1384, grad_norm: 8.8173 2020-08-05 08:50:51,861 - mmaction - INFO - Epoch [84][1920/3757] lr: 1.000e-04, eta: 1 day, 9:33:30, time: 1.991, data_time: 0.467, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8883, loss_cls: 1.1440, loss: 1.1440, grad_norm: 8.6751 2020-08-05 08:51:29,905 - mmaction - INFO - Epoch [84][1940/3757] lr: 1.000e-04, eta: 1 day, 9:32:50, time: 1.903, data_time: 0.093, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8898, loss_cls: 1.1110, loss: 1.1110, grad_norm: 8.8900 2020-08-05 08:52:06,870 - mmaction - INFO - Epoch [84][1960/3757] lr: 1.000e-04, eta: 1 day, 9:32:10, time: 1.846, data_time: 0.002, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8875, loss_cls: 1.1539, loss: 1.1539, grad_norm: 8.8504 2020-08-05 08:52:48,338 - mmaction - INFO - Epoch [84][1980/3757] lr: 1.000e-04, eta: 1 day, 9:31:32, time: 2.072, data_time: 0.010, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8617, loss_cls: 1.2444, loss: 1.2444, grad_norm: 9.2242 2020-08-05 08:53:28,161 - mmaction - INFO - Epoch [84][2000/3757] lr: 1.000e-04, eta: 1 day, 9:30:54, time: 1.995, data_time: 0.006, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8844, loss_cls: 1.1525, loss: 1.1525, grad_norm: 8.8657 2020-08-05 08:54:06,813 - mmaction - INFO - Epoch [84][2020/3757] lr: 1.000e-04, eta: 1 day, 9:30:15, time: 1.931, data_time: 0.002, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8734, loss_cls: 1.1771, loss: 1.1771, grad_norm: 8.8603 2020-08-05 08:54:47,289 - mmaction - INFO - Epoch [84][2040/3757] lr: 1.000e-04, eta: 1 day, 9:29:36, time: 2.024, data_time: 0.009, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8930, loss_cls: 1.1498, loss: 1.1498, grad_norm: 8.9533 2020-08-05 08:55:23,160 - mmaction - INFO - Epoch [84][2060/3757] lr: 1.000e-04, eta: 1 day, 9:28:56, time: 1.794, data_time: 0.010, memory: 5166, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0933, loss: 1.0933, grad_norm: 8.7182 2020-08-05 08:56:02,824 - mmaction - INFO - Epoch [84][2080/3757] lr: 1.000e-04, eta: 1 day, 9:28:17, time: 1.983, data_time: 0.705, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8656, loss_cls: 1.2459, loss: 1.2459, grad_norm: 9.0036 2020-08-05 08:56:43,321 - mmaction - INFO - Epoch [84][2100/3757] lr: 1.000e-04, eta: 1 day, 9:27:39, time: 2.018, data_time: 0.191, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.2012, loss: 1.2012, grad_norm: 9.0199 2020-08-05 08:57:19,194 - mmaction - INFO - Epoch [84][2120/3757] lr: 1.000e-04, eta: 1 day, 9:26:59, time: 1.801, data_time: 0.011, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.1291, loss: 1.1291, grad_norm: 8.8242 2020-08-05 08:57:59,375 - mmaction - INFO - Epoch [84][2140/3757] lr: 1.000e-04, eta: 1 day, 9:26:20, time: 2.007, data_time: 0.009, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.1770, loss: 1.1770, grad_norm: 8.9388 2020-08-05 08:58:36,275 - mmaction - INFO - Epoch [84][2160/3757] lr: 1.000e-04, eta: 1 day, 9:25:40, time: 1.847, data_time: 0.009, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8781, loss_cls: 1.2276, loss: 1.2276, grad_norm: 9.2128 2020-08-05 08:59:18,764 - mmaction - INFO - Epoch [84][2180/3757] lr: 1.000e-04, eta: 1 day, 9:25:03, time: 2.125, data_time: 0.009, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1522, loss: 1.1522, grad_norm: 9.0425 2020-08-05 08:59:53,240 - mmaction - INFO - Epoch [84][2200/3757] lr: 1.000e-04, eta: 1 day, 9:24:22, time: 1.720, data_time: 0.003, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8836, loss_cls: 1.2055, loss: 1.2055, grad_norm: 9.1716 2020-08-05 09:00:34,076 - mmaction - INFO - Epoch [84][2220/3757] lr: 1.000e-04, eta: 1 day, 9:23:43, time: 2.034, data_time: 0.010, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8828, loss_cls: 1.1496, loss: 1.1496, grad_norm: 8.9131 2020-08-05 09:01:12,452 - mmaction - INFO - Epoch [84][2240/3757] lr: 1.000e-04, eta: 1 day, 9:23:04, time: 1.930, data_time: 0.024, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1737, loss: 1.1737, grad_norm: 8.9046 2020-08-05 09:01:54,249 - mmaction - INFO - Epoch [84][2260/3757] lr: 1.000e-04, eta: 1 day, 9:22:26, time: 2.087, data_time: 0.038, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8719, loss_cls: 1.2278, loss: 1.2278, grad_norm: 8.9175 2020-08-05 09:02:32,398 - mmaction - INFO - Epoch [84][2280/3757] lr: 1.000e-04, eta: 1 day, 9:21:47, time: 1.905, data_time: 0.632, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8672, loss_cls: 1.2447, loss: 1.2447, grad_norm: 9.1390 2020-08-05 09:03:15,200 - mmaction - INFO - Epoch [84][2300/3757] lr: 1.000e-04, eta: 1 day, 9:21:09, time: 2.138, data_time: 0.408, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8828, loss_cls: 1.1669, loss: 1.1669, grad_norm: 8.9500 2020-08-05 09:03:50,314 - mmaction - INFO - Epoch [84][2320/3757] lr: 1.000e-04, eta: 1 day, 9:20:29, time: 1.764, data_time: 0.011, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.2536, loss: 1.2536, grad_norm: 9.3973 2020-08-05 09:04:32,293 - mmaction - INFO - Epoch [84][2340/3757] lr: 1.000e-04, eta: 1 day, 9:19:51, time: 2.094, data_time: 0.007, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8727, loss_cls: 1.2240, loss: 1.2240, grad_norm: 8.9858 2020-08-05 09:05:09,973 - mmaction - INFO - Epoch [84][2360/3757] lr: 1.000e-04, eta: 1 day, 9:19:12, time: 1.886, data_time: 0.010, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.2315, loss: 1.2315, grad_norm: 9.0285 2020-08-05 09:05:44,748 - mmaction - INFO - Epoch [84][2380/3757] lr: 1.000e-04, eta: 1 day, 9:18:31, time: 1.739, data_time: 0.004, memory: 5166, top1_acc: 0.7312, top5_acc: 0.9055, loss_cls: 1.0598, loss: 1.0598, grad_norm: 8.9173 2020-08-05 09:06:28,983 - mmaction - INFO - Epoch [84][2400/3757] lr: 1.000e-04, eta: 1 day, 9:17:54, time: 2.204, data_time: 0.010, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8648, loss_cls: 1.2148, loss: 1.2148, grad_norm: 9.1126 2020-08-05 09:07:06,848 - mmaction - INFO - Epoch [84][2420/3757] lr: 1.000e-04, eta: 1 day, 9:17:15, time: 1.902, data_time: 0.012, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8758, loss_cls: 1.1756, loss: 1.1756, grad_norm: 8.8523 2020-08-05 09:07:45,021 - mmaction - INFO - Epoch [84][2440/3757] lr: 1.000e-04, eta: 1 day, 9:16:35, time: 1.902, data_time: 0.008, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1670, loss: 1.1670, grad_norm: 8.9419 2020-08-05 09:08:25,520 - mmaction - INFO - Epoch [84][2460/3757] lr: 1.000e-04, eta: 1 day, 9:15:57, time: 2.031, data_time: 0.096, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8797, loss_cls: 1.2381, loss: 1.2381, grad_norm: 9.1805 2020-08-05 09:09:05,626 - mmaction - INFO - Epoch [84][2480/3757] lr: 1.000e-04, eta: 1 day, 9:15:18, time: 2.002, data_time: 0.023, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8852, loss_cls: 1.1517, loss: 1.1517, grad_norm: 8.7871 2020-08-05 09:09:42,787 - mmaction - INFO - Epoch [84][2500/3757] lr: 1.000e-04, eta: 1 day, 9:14:38, time: 1.860, data_time: 0.116, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8656, loss_cls: 1.2495, loss: 1.2495, grad_norm: 9.0856 2020-08-05 09:10:22,266 - mmaction - INFO - Epoch [84][2520/3757] lr: 1.000e-04, eta: 1 day, 9:14:00, time: 1.970, data_time: 0.009, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.2212, loss: 1.2212, grad_norm: 9.1799 2020-08-05 09:11:00,847 - mmaction - INFO - Epoch [84][2540/3757] lr: 1.000e-04, eta: 1 day, 9:13:20, time: 1.929, data_time: 0.010, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.1833, loss: 1.1833, grad_norm: 9.0844 2020-08-05 09:11:39,925 - mmaction - INFO - Epoch [84][2560/3757] lr: 1.000e-04, eta: 1 day, 9:12:41, time: 1.953, data_time: 0.047, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8734, loss_cls: 1.2294, loss: 1.2294, grad_norm: 8.7308 2020-08-05 09:12:19,786 - mmaction - INFO - Epoch [84][2580/3757] lr: 1.000e-04, eta: 1 day, 9:12:03, time: 1.998, data_time: 0.009, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1480, loss: 1.1480, grad_norm: 9.0184 2020-08-05 09:12:58,432 - mmaction - INFO - Epoch [84][2600/3757] lr: 1.000e-04, eta: 1 day, 9:11:24, time: 1.932, data_time: 0.009, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8828, loss_cls: 1.1963, loss: 1.1963, grad_norm: 9.2369 2020-08-05 09:13:36,381 - mmaction - INFO - Epoch [84][2620/3757] lr: 1.000e-04, eta: 1 day, 9:10:44, time: 1.892, data_time: 0.005, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.2256, loss: 1.2256, grad_norm: 9.0580 2020-08-05 09:14:18,828 - mmaction - INFO - Epoch [84][2640/3757] lr: 1.000e-04, eta: 1 day, 9:10:07, time: 2.129, data_time: 0.010, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8969, loss_cls: 1.0811, loss: 1.0811, grad_norm: 9.1399 2020-08-05 09:14:58,291 - mmaction - INFO - Epoch [84][2660/3757] lr: 1.000e-04, eta: 1 day, 9:09:28, time: 1.967, data_time: 0.008, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.1182, loss: 1.1182, grad_norm: 8.9969 2020-08-05 09:15:35,765 - mmaction - INFO - Epoch [84][2680/3757] lr: 1.000e-04, eta: 1 day, 9:08:48, time: 1.881, data_time: 0.010, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8516, loss_cls: 1.3058, loss: 1.3058, grad_norm: 9.3186 2020-08-05 09:16:16,885 - mmaction - INFO - Epoch [84][2700/3757] lr: 1.000e-04, eta: 1 day, 9:08:10, time: 2.050, data_time: 0.284, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8836, loss_cls: 1.1820, loss: 1.1820, grad_norm: 9.1755 2020-08-05 09:16:53,288 - mmaction - INFO - Epoch [84][2720/3757] lr: 1.000e-04, eta: 1 day, 9:07:30, time: 1.824, data_time: 0.776, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8844, loss_cls: 1.1396, loss: 1.1396, grad_norm: 8.8216 2020-08-05 09:17:32,423 - mmaction - INFO - Epoch [84][2740/3757] lr: 1.000e-04, eta: 1 day, 9:06:51, time: 1.955, data_time: 1.287, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8906, loss_cls: 1.1472, loss: 1.1472, grad_norm: 8.9102 2020-08-05 09:18:09,070 - mmaction - INFO - Epoch [84][2760/3757] lr: 1.000e-04, eta: 1 day, 9:06:11, time: 1.835, data_time: 0.883, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1992, loss: 1.1992, grad_norm: 8.9198 2020-08-05 09:18:47,612 - mmaction - INFO - Epoch [84][2780/3757] lr: 1.000e-04, eta: 1 day, 9:05:32, time: 1.927, data_time: 0.379, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2241, loss: 1.2241, grad_norm: 9.2181 2020-08-05 09:19:27,325 - mmaction - INFO - Epoch [84][2800/3757] lr: 1.000e-04, eta: 1 day, 9:04:53, time: 1.979, data_time: 0.256, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8891, loss_cls: 1.1680, loss: 1.1680, grad_norm: 8.9130 2020-08-05 09:20:04,542 - mmaction - INFO - Epoch [84][2820/3757] lr: 1.000e-04, eta: 1 day, 9:04:14, time: 1.867, data_time: 0.333, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.1899, loss: 1.1899, grad_norm: 8.8422 2020-08-05 09:20:45,916 - mmaction - INFO - Epoch [84][2840/3757] lr: 1.000e-04, eta: 1 day, 9:03:35, time: 2.070, data_time: 0.003, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.1724, loss: 1.1724, grad_norm: 8.8105 2020-08-05 09:21:25,741 - mmaction - INFO - Epoch [84][2860/3757] lr: 1.000e-04, eta: 1 day, 9:02:57, time: 1.992, data_time: 0.008, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8914, loss_cls: 1.0847, loss: 1.0847, grad_norm: 8.5939 2020-08-05 09:22:00,252 - mmaction - INFO - Epoch [84][2880/3757] lr: 1.000e-04, eta: 1 day, 9:02:16, time: 1.725, data_time: 0.044, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1690, loss: 1.1690, grad_norm: 9.1183 2020-08-05 09:22:41,154 - mmaction - INFO - Epoch [84][2900/3757] lr: 1.000e-04, eta: 1 day, 9:01:38, time: 2.044, data_time: 0.067, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1615, loss: 1.1615, grad_norm: 9.1027 2020-08-05 09:23:23,018 - mmaction - INFO - Epoch [84][2920/3757] lr: 1.000e-04, eta: 1 day, 9:01:00, time: 2.085, data_time: 0.108, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8758, loss_cls: 1.1961, loss: 1.1961, grad_norm: 9.1188 2020-08-05 09:24:01,418 - mmaction - INFO - Epoch [84][2940/3757] lr: 1.000e-04, eta: 1 day, 9:00:21, time: 1.927, data_time: 0.011, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8945, loss_cls: 1.1672, loss: 1.1672, grad_norm: 9.0881 2020-08-05 09:24:42,598 - mmaction - INFO - Epoch [84][2960/3757] lr: 1.000e-04, eta: 1 day, 8:59:42, time: 2.052, data_time: 0.025, memory: 5166, top1_acc: 0.7250, top5_acc: 0.9008, loss_cls: 1.0589, loss: 1.0589, grad_norm: 8.6732 2020-08-05 09:25:20,700 - mmaction - INFO - Epoch [84][2980/3757] lr: 1.000e-04, eta: 1 day, 8:59:03, time: 1.907, data_time: 0.011, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.2113, loss: 1.2113, grad_norm: 9.1076 2020-08-05 09:26:00,281 - mmaction - INFO - Epoch [84][3000/3757] lr: 1.000e-04, eta: 1 day, 8:58:24, time: 1.984, data_time: 0.012, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8883, loss_cls: 1.1981, loss: 1.1981, grad_norm: 9.1705 2020-08-05 09:26:39,381 - mmaction - INFO - Epoch [84][3020/3757] lr: 1.000e-04, eta: 1 day, 8:57:45, time: 1.952, data_time: 0.063, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8898, loss_cls: 1.1281, loss: 1.1281, grad_norm: 8.6910 2020-08-05 09:27:19,958 - mmaction - INFO - Epoch [84][3040/3757] lr: 1.000e-04, eta: 1 day, 8:57:07, time: 2.031, data_time: 0.062, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8852, loss_cls: 1.1901, loss: 1.1901, grad_norm: 9.1426 2020-08-05 09:27:56,957 - mmaction - INFO - Epoch [84][3060/3757] lr: 1.000e-04, eta: 1 day, 8:56:27, time: 1.845, data_time: 0.203, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2258, loss: 1.2258, grad_norm: 9.1277 2020-08-05 09:28:38,064 - mmaction - INFO - Epoch [84][3080/3757] lr: 1.000e-04, eta: 1 day, 8:55:49, time: 2.063, data_time: 0.010, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8914, loss_cls: 1.1938, loss: 1.1938, grad_norm: 8.9730 2020-08-05 09:29:15,656 - mmaction - INFO - Epoch [84][3100/3757] lr: 1.000e-04, eta: 1 day, 8:55:09, time: 1.875, data_time: 0.007, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8945, loss_cls: 1.1463, loss: 1.1463, grad_norm: 8.9202 2020-08-05 09:29:54,688 - mmaction - INFO - Epoch [84][3120/3757] lr: 1.000e-04, eta: 1 day, 8:54:30, time: 1.952, data_time: 0.021, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.2054, loss: 1.2054, grad_norm: 9.1675 2020-08-05 09:30:35,672 - mmaction - INFO - Epoch [84][3140/3757] lr: 1.000e-04, eta: 1 day, 8:53:52, time: 2.048, data_time: 0.031, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.2095, loss: 1.2095, grad_norm: 9.1265 2020-08-05 09:31:13,654 - mmaction - INFO - Epoch [84][3160/3757] lr: 1.000e-04, eta: 1 day, 8:53:13, time: 1.902, data_time: 0.649, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8953, loss_cls: 1.0902, loss: 1.0902, grad_norm: 8.9897 2020-08-05 09:31:55,092 - mmaction - INFO - Epoch [84][3180/3757] lr: 1.000e-04, eta: 1 day, 8:52:35, time: 2.074, data_time: 0.073, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8836, loss_cls: 1.2116, loss: 1.2116, grad_norm: 9.0353 2020-08-05 09:32:30,371 - mmaction - INFO - Epoch [84][3200/3757] lr: 1.000e-04, eta: 1 day, 8:51:54, time: 1.765, data_time: 0.002, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1808, loss: 1.1808, grad_norm: 9.2922 2020-08-05 09:33:11,221 - mmaction - INFO - Epoch [84][3220/3757] lr: 1.000e-04, eta: 1 day, 8:51:16, time: 2.037, data_time: 0.008, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8781, loss_cls: 1.1832, loss: 1.1832, grad_norm: 8.9027 2020-08-05 09:33:48,570 - mmaction - INFO - Epoch [84][3240/3757] lr: 1.000e-04, eta: 1 day, 8:50:36, time: 1.863, data_time: 0.009, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.1716, loss: 1.1716, grad_norm: 9.1599 2020-08-05 09:34:29,574 - mmaction - INFO - Epoch [84][3260/3757] lr: 1.000e-04, eta: 1 day, 8:49:58, time: 2.060, data_time: 0.013, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8844, loss_cls: 1.1997, loss: 1.1997, grad_norm: 8.8683 2020-08-05 09:35:07,502 - mmaction - INFO - Epoch [84][3280/3757] lr: 1.000e-04, eta: 1 day, 8:49:19, time: 1.897, data_time: 0.008, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8797, loss_cls: 1.2307, loss: 1.2307, grad_norm: 9.2246 2020-08-05 09:35:47,482 - mmaction - INFO - Epoch [84][3300/3757] lr: 1.000e-04, eta: 1 day, 8:48:40, time: 1.998, data_time: 0.023, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.1642, loss: 1.1642, grad_norm: 8.9159 2020-08-05 09:36:27,335 - mmaction - INFO - Epoch [84][3320/3757] lr: 1.000e-04, eta: 1 day, 8:48:01, time: 1.987, data_time: 0.009, memory: 5166, top1_acc: 0.7375, top5_acc: 0.8914, loss_cls: 1.0741, loss: 1.0741, grad_norm: 8.6043 2020-08-05 09:37:04,735 - mmaction - INFO - Epoch [84][3340/3757] lr: 1.000e-04, eta: 1 day, 8:47:22, time: 1.876, data_time: 0.010, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8758, loss_cls: 1.1722, loss: 1.1722, grad_norm: 8.6578 2020-08-05 09:37:46,256 - mmaction - INFO - Epoch [84][3360/3757] lr: 1.000e-04, eta: 1 day, 8:46:44, time: 2.071, data_time: 0.458, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8820, loss_cls: 1.1329, loss: 1.1329, grad_norm: 9.1191 2020-08-05 09:38:24,839 - mmaction - INFO - Epoch [84][3380/3757] lr: 1.000e-04, eta: 1 day, 8:46:05, time: 1.934, data_time: 0.712, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8953, loss_cls: 1.0758, loss: 1.0758, grad_norm: 8.8295 2020-08-05 09:39:04,753 - mmaction - INFO - Epoch [84][3400/3757] lr: 1.000e-04, eta: 1 day, 8:45:26, time: 1.991, data_time: 0.106, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1703, loss: 1.1703, grad_norm: 9.2894 2020-08-05 09:39:42,316 - mmaction - INFO - Epoch [84][3420/3757] lr: 1.000e-04, eta: 1 day, 8:44:46, time: 1.884, data_time: 0.339, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8883, loss_cls: 1.1536, loss: 1.1536, grad_norm: 9.2585 2020-08-05 09:40:23,012 - mmaction - INFO - Epoch [84][3440/3757] lr: 1.000e-04, eta: 1 day, 8:44:08, time: 2.025, data_time: 0.367, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8719, loss_cls: 1.2508, loss: 1.2508, grad_norm: 9.2271 2020-08-05 09:41:02,275 - mmaction - INFO - Epoch [84][3460/3757] lr: 1.000e-04, eta: 1 day, 8:43:29, time: 1.971, data_time: 1.160, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8703, loss_cls: 1.2267, loss: 1.2267, grad_norm: 8.9922 2020-08-05 09:41:42,122 - mmaction - INFO - Epoch [84][3480/3757] lr: 1.000e-04, eta: 1 day, 8:42:51, time: 1.992, data_time: 0.468, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1957, loss: 1.1957, grad_norm: 9.1399 2020-08-05 09:42:21,506 - mmaction - INFO - Epoch [84][3500/3757] lr: 1.000e-04, eta: 1 day, 8:42:12, time: 1.971, data_time: 0.289, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8758, loss_cls: 1.2198, loss: 1.2198, grad_norm: 9.0833 2020-08-05 09:42:56,782 - mmaction - INFO - Epoch [84][3520/3757] lr: 1.000e-04, eta: 1 day, 8:41:31, time: 1.763, data_time: 0.003, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8820, loss_cls: 1.1304, loss: 1.1304, grad_norm: 8.6199 2020-08-05 09:43:33,891 - mmaction - INFO - Epoch [84][3540/3757] lr: 1.000e-04, eta: 1 day, 8:40:51, time: 1.850, data_time: 0.008, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1729, loss: 1.1729, grad_norm: 8.8978 2020-08-05 09:44:11,504 - mmaction - INFO - Epoch [84][3560/3757] lr: 1.000e-04, eta: 1 day, 8:40:12, time: 1.887, data_time: 0.008, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.2256, loss: 1.2256, grad_norm: 9.0661 2020-08-05 09:44:55,951 - mmaction - INFO - Epoch [84][3580/3757] lr: 1.000e-04, eta: 1 day, 8:39:35, time: 2.214, data_time: 0.006, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8750, loss_cls: 1.1840, loss: 1.1840, grad_norm: 8.8792 2020-08-05 09:45:31,334 - mmaction - INFO - Epoch [84][3600/3757] lr: 1.000e-04, eta: 1 day, 8:38:55, time: 1.777, data_time: 0.012, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8672, loss_cls: 1.2193, loss: 1.2193, grad_norm: 8.6774 2020-08-05 09:46:10,773 - mmaction - INFO - Epoch [84][3620/3757] lr: 1.000e-04, eta: 1 day, 8:38:16, time: 1.964, data_time: 0.096, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8820, loss_cls: 1.1586, loss: 1.1586, grad_norm: 8.9511 2020-08-05 09:46:47,322 - mmaction - INFO - Epoch [84][3640/3757] lr: 1.000e-04, eta: 1 day, 8:37:36, time: 1.836, data_time: 0.054, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.1781, loss: 1.1781, grad_norm: 9.0451 2020-08-05 09:47:28,106 - mmaction - INFO - Epoch [84][3660/3757] lr: 1.000e-04, eta: 1 day, 8:36:57, time: 2.030, data_time: 0.007, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8836, loss_cls: 1.1480, loss: 1.1480, grad_norm: 8.6887 2020-08-05 09:48:07,137 - mmaction - INFO - Epoch [84][3680/3757] lr: 1.000e-04, eta: 1 day, 8:36:19, time: 1.960, data_time: 0.011, memory: 5166, top1_acc: 0.7266, top5_acc: 0.9047, loss_cls: 1.0892, loss: 1.0892, grad_norm: 9.0629 2020-08-05 09:48:46,936 - mmaction - INFO - Epoch [84][3700/3757] lr: 1.000e-04, eta: 1 day, 8:35:40, time: 1.978, data_time: 0.008, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8750, loss_cls: 1.1891, loss: 1.1891, grad_norm: 8.9713 2020-08-05 09:49:25,205 - mmaction - INFO - Epoch [84][3720/3757] lr: 1.000e-04, eta: 1 day, 8:35:00, time: 1.918, data_time: 0.019, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8797, loss_cls: 1.1832, loss: 1.1832, grad_norm: 8.8288 2020-08-05 09:50:02,107 - mmaction - INFO - Epoch [84][3740/3757] lr: 1.000e-04, eta: 1 day, 8:34:21, time: 1.852, data_time: 0.011, memory: 5166, top1_acc: 0.7375, top5_acc: 0.9039, loss_cls: 1.0781, loss: 1.0781, grad_norm: 8.7582 2020-08-05 09:50:29,862 - mmaction - INFO - Saving checkpoint at 84 epochs 2020-08-05 09:51:24,546 - mmaction - INFO - Epoch [85][20/3757] lr: 1.000e-04, eta: 1 day, 8:33:01, time: 2.666, data_time: 1.223, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8961, loss_cls: 1.0820, loss: 1.0820, grad_norm: 8.8539 2020-08-05 09:52:08,142 - mmaction - INFO - Epoch [85][40/3757] lr: 1.000e-04, eta: 1 day, 8:32:24, time: 2.172, data_time: 0.247, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8750, loss_cls: 1.2048, loss: 1.2048, grad_norm: 8.9276 2020-08-05 09:52:43,578 - mmaction - INFO - Epoch [85][60/3757] lr: 1.000e-04, eta: 1 day, 8:31:44, time: 1.780, data_time: 0.010, memory: 5166, top1_acc: 0.7430, top5_acc: 0.8906, loss_cls: 1.0754, loss: 1.0754, grad_norm: 8.5803 2020-08-05 09:53:24,753 - mmaction - INFO - Epoch [85][80/3757] lr: 1.000e-04, eta: 1 day, 8:31:05, time: 2.058, data_time: 0.006, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1424, loss: 1.1424, grad_norm: 8.8582 2020-08-05 09:54:02,686 - mmaction - INFO - Epoch [85][100/3757] lr: 1.000e-04, eta: 1 day, 8:30:26, time: 1.896, data_time: 0.003, memory: 5166, top1_acc: 0.7281, top5_acc: 0.9062, loss_cls: 1.0967, loss: 1.0967, grad_norm: 8.9272 2020-08-05 09:54:43,772 - mmaction - INFO - Epoch [85][120/3757] lr: 1.000e-04, eta: 1 day, 8:29:48, time: 2.047, data_time: 0.014, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1741, loss: 1.1741, grad_norm: 8.7329 2020-08-05 09:55:23,104 - mmaction - INFO - Epoch [85][140/3757] lr: 1.000e-04, eta: 1 day, 8:29:09, time: 1.973, data_time: 0.011, memory: 5166, top1_acc: 0.7375, top5_acc: 0.8969, loss_cls: 1.0976, loss: 1.0976, grad_norm: 8.4644 2020-08-05 09:56:04,863 - mmaction - INFO - Epoch [85][160/3757] lr: 1.000e-04, eta: 1 day, 8:28:31, time: 2.085, data_time: 0.005, memory: 5166, top1_acc: 0.7422, top5_acc: 0.9086, loss_cls: 1.0753, loss: 1.0753, grad_norm: 8.8379 2020-08-05 09:56:43,263 - mmaction - INFO - Epoch [85][180/3757] lr: 1.000e-04, eta: 1 day, 8:27:52, time: 1.924, data_time: 0.008, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8906, loss_cls: 1.1302, loss: 1.1302, grad_norm: 9.2183 2020-08-05 09:57:22,312 - mmaction - INFO - Epoch [85][200/3757] lr: 1.000e-04, eta: 1 day, 8:27:13, time: 1.950, data_time: 0.009, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8898, loss_cls: 1.1365, loss: 1.1365, grad_norm: 8.9089 2020-08-05 09:58:01,130 - mmaction - INFO - Epoch [85][220/3757] lr: 1.000e-04, eta: 1 day, 8:26:34, time: 1.942, data_time: 0.031, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.2114, loss: 1.2114, grad_norm: 9.0681 2020-08-05 09:58:38,910 - mmaction - INFO - Epoch [85][240/3757] lr: 1.000e-04, eta: 1 day, 8:25:54, time: 1.890, data_time: 0.073, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8867, loss_cls: 1.1267, loss: 1.1267, grad_norm: 8.8011 2020-08-05 09:59:17,732 - mmaction - INFO - Epoch [85][260/3757] lr: 1.000e-04, eta: 1 day, 8:25:15, time: 1.941, data_time: 0.815, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8672, loss_cls: 1.2068, loss: 1.2068, grad_norm: 8.6514 2020-08-05 09:59:58,293 - mmaction - INFO - Epoch [85][280/3757] lr: 1.000e-04, eta: 1 day, 8:24:37, time: 2.020, data_time: 0.250, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8883, loss_cls: 1.1451, loss: 1.1451, grad_norm: 8.9309 2020-08-05 10:00:39,012 - mmaction - INFO - Epoch [85][300/3757] lr: 1.000e-04, eta: 1 day, 8:23:58, time: 2.025, data_time: 0.011, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8805, loss_cls: 1.1624, loss: 1.1624, grad_norm: 8.8576 2020-08-05 10:01:17,272 - mmaction - INFO - Epoch [85][320/3757] lr: 1.000e-04, eta: 1 day, 8:23:19, time: 1.930, data_time: 0.033, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1592, loss: 1.1592, grad_norm: 8.8090 2020-08-05 10:01:59,382 - mmaction - INFO - Epoch [85][340/3757] lr: 1.000e-04, eta: 1 day, 8:22:41, time: 2.100, data_time: 0.080, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1651, loss: 1.1651, grad_norm: 9.1780 2020-08-05 10:02:38,248 - mmaction - INFO - Epoch [85][360/3757] lr: 1.000e-04, eta: 1 day, 8:22:02, time: 1.950, data_time: 0.010, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2536, loss: 1.2536, grad_norm: 9.1255 2020-08-05 10:03:16,353 - mmaction - INFO - Epoch [85][380/3757] lr: 1.000e-04, eta: 1 day, 8:21:23, time: 1.901, data_time: 0.007, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.2251, loss: 1.2251, grad_norm: 9.4252 2020-08-05 10:03:55,609 - mmaction - INFO - Epoch [85][400/3757] lr: 1.000e-04, eta: 1 day, 8:20:44, time: 1.966, data_time: 0.009, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8859, loss_cls: 1.1672, loss: 1.1672, grad_norm: 9.1144 2020-08-05 10:04:30,329 - mmaction - INFO - Epoch [85][420/3757] lr: 1.000e-04, eta: 1 day, 8:20:03, time: 1.737, data_time: 0.010, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8703, loss_cls: 1.2280, loss: 1.2280, grad_norm: 9.0543 2020-08-05 10:05:09,418 - mmaction - INFO - Epoch [85][440/3757] lr: 1.000e-04, eta: 1 day, 8:19:24, time: 1.953, data_time: 0.002, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8719, loss_cls: 1.2116, loss: 1.2116, grad_norm: 9.1505 2020-08-05 10:05:49,150 - mmaction - INFO - Epoch [85][460/3757] lr: 1.000e-04, eta: 1 day, 8:18:46, time: 1.986, data_time: 0.003, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1293, loss: 1.1293, grad_norm: 8.8421 2020-08-05 10:06:29,201 - mmaction - INFO - Epoch [85][480/3757] lr: 1.000e-04, eta: 1 day, 8:18:07, time: 2.003, data_time: 0.009, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8891, loss_cls: 1.1523, loss: 1.1523, grad_norm: 9.0296 2020-08-05 10:07:08,475 - mmaction - INFO - Epoch [85][500/3757] lr: 1.000e-04, eta: 1 day, 8:17:28, time: 1.962, data_time: 0.003, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8812, loss_cls: 1.1860, loss: 1.1860, grad_norm: 9.0848 2020-08-05 10:07:44,188 - mmaction - INFO - Epoch [85][520/3757] lr: 1.000e-04, eta: 1 day, 8:16:48, time: 1.778, data_time: 0.011, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8797, loss_cls: 1.1665, loss: 1.1665, grad_norm: 8.8913 2020-08-05 10:08:22,264 - mmaction - INFO - Epoch [85][540/3757] lr: 1.000e-04, eta: 1 day, 8:16:09, time: 1.913, data_time: 0.192, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8672, loss_cls: 1.2238, loss: 1.2238, grad_norm: 8.8166 2020-08-05 10:09:02,043 - mmaction - INFO - Epoch [85][560/3757] lr: 1.000e-04, eta: 1 day, 8:15:30, time: 1.983, data_time: 0.591, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2192, loss: 1.2192, grad_norm: 8.9660 2020-08-05 10:09:41,687 - mmaction - INFO - Epoch [85][580/3757] lr: 1.000e-04, eta: 1 day, 8:14:51, time: 1.987, data_time: 0.128, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8867, loss_cls: 1.2048, loss: 1.2048, grad_norm: 9.3923 2020-08-05 10:10:20,171 - mmaction - INFO - Epoch [85][600/3757] lr: 1.000e-04, eta: 1 day, 8:14:12, time: 1.914, data_time: 0.327, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8789, loss_cls: 1.1341, loss: 1.1341, grad_norm: 8.7495 2020-08-05 10:11:00,719 - mmaction - INFO - Epoch [85][620/3757] lr: 1.000e-04, eta: 1 day, 8:13:34, time: 2.039, data_time: 0.014, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2447, loss: 1.2447, grad_norm: 9.0398 2020-08-05 10:11:39,935 - mmaction - INFO - Epoch [85][640/3757] lr: 1.000e-04, eta: 1 day, 8:12:55, time: 1.960, data_time: 0.014, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8938, loss_cls: 1.0809, loss: 1.0809, grad_norm: 8.6760 2020-08-05 10:12:18,677 - mmaction - INFO - Epoch [85][660/3757] lr: 1.000e-04, eta: 1 day, 8:12:16, time: 1.936, data_time: 0.004, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8648, loss_cls: 1.2698, loss: 1.2698, grad_norm: 9.0007 2020-08-05 10:12:55,825 - mmaction - INFO - Epoch [85][680/3757] lr: 1.000e-04, eta: 1 day, 8:11:36, time: 1.852, data_time: 0.010, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8836, loss_cls: 1.2397, loss: 1.2397, grad_norm: 9.2595 2020-08-05 10:13:38,146 - mmaction - INFO - Epoch [85][700/3757] lr: 1.000e-04, eta: 1 day, 8:10:58, time: 2.122, data_time: 0.043, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8922, loss_cls: 1.1466, loss: 1.1466, grad_norm: 9.0249 2020-08-05 10:14:12,731 - mmaction - INFO - Epoch [85][720/3757] lr: 1.000e-04, eta: 1 day, 8:10:17, time: 1.729, data_time: 0.214, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.1775, loss: 1.1775, grad_norm: 9.3003 2020-08-05 10:14:53,118 - mmaction - INFO - Epoch [85][740/3757] lr: 1.000e-04, eta: 1 day, 8:09:39, time: 2.019, data_time: 0.420, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.1332, loss: 1.1332, grad_norm: 8.9031 2020-08-05 10:15:31,765 - mmaction - INFO - Epoch [85][760/3757] lr: 1.000e-04, eta: 1 day, 8:09:00, time: 1.933, data_time: 0.822, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1447, loss: 1.1447, grad_norm: 9.1158 2020-08-05 10:16:14,584 - mmaction - INFO - Epoch [85][780/3757] lr: 1.000e-04, eta: 1 day, 8:08:22, time: 2.138, data_time: 1.437, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1315, loss: 1.1315, grad_norm: 8.8655 2020-08-05 10:16:51,938 - mmaction - INFO - Epoch [85][800/3757] lr: 1.000e-04, eta: 1 day, 8:07:43, time: 1.870, data_time: 1.290, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8789, loss_cls: 1.1938, loss: 1.1938, grad_norm: 9.0611 2020-08-05 10:17:29,357 - mmaction - INFO - Epoch [85][820/3757] lr: 1.000e-04, eta: 1 day, 8:07:03, time: 1.863, data_time: 1.288, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8812, loss_cls: 1.1572, loss: 1.1572, grad_norm: 8.7655 2020-08-05 10:18:06,180 - mmaction - INFO - Epoch [85][840/3757] lr: 1.000e-04, eta: 1 day, 8:06:23, time: 1.851, data_time: 1.008, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8836, loss_cls: 1.1191, loss: 1.1191, grad_norm: 8.7282 2020-08-05 10:18:45,970 - mmaction - INFO - Epoch [85][860/3757] lr: 1.000e-04, eta: 1 day, 8:05:44, time: 1.981, data_time: 0.206, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8875, loss_cls: 1.1558, loss: 1.1558, grad_norm: 9.0772 2020-08-05 10:19:25,249 - mmaction - INFO - Epoch [85][880/3757] lr: 1.000e-04, eta: 1 day, 8:05:06, time: 1.972, data_time: 0.035, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.2045, loss: 1.2045, grad_norm: 9.0075 2020-08-05 10:20:03,650 - mmaction - INFO - Epoch [85][900/3757] lr: 1.000e-04, eta: 1 day, 8:04:26, time: 1.918, data_time: 0.008, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8672, loss_cls: 1.2536, loss: 1.2536, grad_norm: 9.2036 2020-08-05 10:20:42,297 - mmaction - INFO - Epoch [85][920/3757] lr: 1.000e-04, eta: 1 day, 8:03:47, time: 1.933, data_time: 0.004, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.1527, loss: 1.1527, grad_norm: 8.9819 2020-08-05 10:21:19,946 - mmaction - INFO - Epoch [85][940/3757] lr: 1.000e-04, eta: 1 day, 8:03:08, time: 1.874, data_time: 0.220, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.1754, loss: 1.1754, grad_norm: 9.1382 2020-08-05 10:22:00,702 - mmaction - INFO - Epoch [85][960/3757] lr: 1.000e-04, eta: 1 day, 8:02:29, time: 2.047, data_time: 0.089, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.2195, loss: 1.2195, grad_norm: 9.4292 2020-08-05 10:22:37,551 - mmaction - INFO - Epoch [85][980/3757] lr: 1.000e-04, eta: 1 day, 8:01:50, time: 1.842, data_time: 0.003, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2209, loss: 1.2209, grad_norm: 9.3377 2020-08-05 10:23:16,537 - mmaction - INFO - Epoch [85][1000/3757] lr: 1.000e-04, eta: 1 day, 8:01:11, time: 1.949, data_time: 0.062, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1558, loss: 1.1558, grad_norm: 9.0117 2020-08-05 10:23:56,410 - mmaction - INFO - Epoch [85][1020/3757] lr: 1.000e-04, eta: 1 day, 8:00:32, time: 1.991, data_time: 0.014, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1706, loss: 1.1706, grad_norm: 9.0173 2020-08-05 10:24:36,163 - mmaction - INFO - Epoch [85][1040/3757] lr: 1.000e-04, eta: 1 day, 7:59:53, time: 1.990, data_time: 0.008, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8859, loss_cls: 1.1223, loss: 1.1223, grad_norm: 8.8760 2020-08-05 10:25:14,015 - mmaction - INFO - Epoch [85][1060/3757] lr: 1.000e-04, eta: 1 day, 7:59:14, time: 1.892, data_time: 0.009, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1428, loss: 1.1428, grad_norm: 8.8518 2020-08-05 10:25:54,372 - mmaction - INFO - Epoch [85][1080/3757] lr: 1.000e-04, eta: 1 day, 7:58:35, time: 2.018, data_time: 0.042, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1322, loss: 1.1322, grad_norm: 9.1236 2020-08-05 10:26:34,517 - mmaction - INFO - Epoch [85][1100/3757] lr: 1.000e-04, eta: 1 day, 7:57:57, time: 2.004, data_time: 0.010, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1567, loss: 1.1567, grad_norm: 9.0558 2020-08-05 10:27:13,918 - mmaction - INFO - Epoch [85][1120/3757] lr: 1.000e-04, eta: 1 day, 7:57:18, time: 1.975, data_time: 0.031, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.2434, loss: 1.2434, grad_norm: 9.2391 2020-08-05 10:27:53,436 - mmaction - INFO - Epoch [85][1140/3757] lr: 1.000e-04, eta: 1 day, 7:56:39, time: 1.968, data_time: 0.011, memory: 5166, top1_acc: 0.7422, top5_acc: 0.9078, loss_cls: 1.0442, loss: 1.0442, grad_norm: 8.4696 2020-08-05 10:28:33,735 - mmaction - INFO - Epoch [85][1160/3757] lr: 1.000e-04, eta: 1 day, 7:56:00, time: 2.017, data_time: 0.011, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1583, loss: 1.1583, grad_norm: 8.9407 2020-08-05 10:29:13,271 - mmaction - INFO - Epoch [85][1180/3757] lr: 1.000e-04, eta: 1 day, 7:55:22, time: 1.982, data_time: 0.011, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8688, loss_cls: 1.2532, loss: 1.2532, grad_norm: 9.0778 2020-08-05 10:29:52,456 - mmaction - INFO - Epoch [85][1200/3757] lr: 1.000e-04, eta: 1 day, 7:54:43, time: 1.950, data_time: 0.008, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8922, loss_cls: 1.1240, loss: 1.1240, grad_norm: 9.0706 2020-08-05 10:30:31,185 - mmaction - INFO - Epoch [85][1220/3757] lr: 1.000e-04, eta: 1 day, 7:54:04, time: 1.940, data_time: 0.012, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8961, loss_cls: 1.1328, loss: 1.1328, grad_norm: 8.7480 2020-08-05 10:31:07,171 - mmaction - INFO - Epoch [85][1240/3757] lr: 1.000e-04, eta: 1 day, 7:53:24, time: 1.803, data_time: 0.241, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.2388, loss: 1.2388, grad_norm: 9.2516 2020-08-05 10:31:46,448 - mmaction - INFO - Epoch [85][1260/3757] lr: 1.000e-04, eta: 1 day, 7:52:45, time: 1.966, data_time: 0.060, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8914, loss_cls: 1.1102, loss: 1.1102, grad_norm: 9.1385 2020-08-05 10:32:24,879 - mmaction - INFO - Epoch [85][1280/3757] lr: 1.000e-04, eta: 1 day, 7:52:05, time: 1.914, data_time: 0.008, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2303, loss: 1.2303, grad_norm: 9.2222 2020-08-05 10:33:08,171 - mmaction - INFO - Epoch [85][1300/3757] lr: 1.000e-04, eta: 1 day, 7:51:28, time: 2.171, data_time: 0.011, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1411, loss: 1.1411, grad_norm: 8.8540 2020-08-05 10:33:47,020 - mmaction - INFO - Epoch [85][1320/3757] lr: 1.000e-04, eta: 1 day, 7:50:49, time: 1.937, data_time: 0.006, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8891, loss_cls: 1.1249, loss: 1.1249, grad_norm: 8.7598 2020-08-05 10:34:25,162 - mmaction - INFO - Epoch [85][1340/3757] lr: 1.000e-04, eta: 1 day, 7:50:10, time: 1.911, data_time: 0.009, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.1819, loss: 1.1819, grad_norm: 9.0917 2020-08-05 10:35:05,621 - mmaction - INFO - Epoch [85][1360/3757] lr: 1.000e-04, eta: 1 day, 7:49:31, time: 2.025, data_time: 0.006, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1762, loss: 1.1762, grad_norm: 9.0854 2020-08-05 10:35:40,754 - mmaction - INFO - Epoch [85][1380/3757] lr: 1.000e-04, eta: 1 day, 7:48:51, time: 1.757, data_time: 0.002, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.1120, loss: 1.1120, grad_norm: 8.7281 2020-08-05 10:36:20,656 - mmaction - INFO - Epoch [85][1400/3757] lr: 1.000e-04, eta: 1 day, 7:48:12, time: 1.991, data_time: 0.007, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.2280, loss: 1.2280, grad_norm: 9.1089 2020-08-05 10:36:57,372 - mmaction - INFO - Epoch [85][1420/3757] lr: 1.000e-04, eta: 1 day, 7:47:32, time: 1.840, data_time: 0.009, memory: 5166, top1_acc: 0.7391, top5_acc: 0.9016, loss_cls: 1.0814, loss: 1.0814, grad_norm: 8.9292 2020-08-05 10:37:35,916 - mmaction - INFO - Epoch [85][1440/3757] lr: 1.000e-04, eta: 1 day, 7:46:53, time: 1.920, data_time: 0.005, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.1702, loss: 1.1702, grad_norm: 9.1589 2020-08-05 10:38:14,963 - mmaction - INFO - Epoch [85][1460/3757] lr: 1.000e-04, eta: 1 day, 7:46:14, time: 1.957, data_time: 0.191, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1961, loss: 1.1961, grad_norm: 9.0152 2020-08-05 10:38:55,901 - mmaction - INFO - Epoch [85][1480/3757] lr: 1.000e-04, eta: 1 day, 7:45:36, time: 2.049, data_time: 0.093, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8750, loss_cls: 1.2568, loss: 1.2568, grad_norm: 9.2527 2020-08-05 10:39:34,138 - mmaction - INFO - Epoch [85][1500/3757] lr: 1.000e-04, eta: 1 day, 7:44:56, time: 1.912, data_time: 0.006, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8914, loss_cls: 1.0932, loss: 1.0932, grad_norm: 8.6418 2020-08-05 10:40:12,774 - mmaction - INFO - Epoch [85][1520/3757] lr: 1.000e-04, eta: 1 day, 7:44:17, time: 1.925, data_time: 0.065, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.2241, loss: 1.2241, grad_norm: 9.1102 2020-08-05 10:40:53,110 - mmaction - INFO - Epoch [85][1540/3757] lr: 1.000e-04, eta: 1 day, 7:43:39, time: 2.021, data_time: 1.042, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8891, loss_cls: 1.1751, loss: 1.1751, grad_norm: 8.9467 2020-08-05 10:41:35,856 - mmaction - INFO - Epoch [85][1560/3757] lr: 1.000e-04, eta: 1 day, 7:43:01, time: 2.140, data_time: 0.399, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8891, loss_cls: 1.1665, loss: 1.1665, grad_norm: 9.0231 2020-08-05 10:42:16,275 - mmaction - INFO - Epoch [85][1580/3757] lr: 1.000e-04, eta: 1 day, 7:42:23, time: 2.021, data_time: 0.002, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8859, loss_cls: 1.1748, loss: 1.1748, grad_norm: 9.3541 2020-08-05 10:42:54,198 - mmaction - INFO - Epoch [85][1600/3757] lr: 1.000e-04, eta: 1 day, 7:41:43, time: 1.894, data_time: 0.008, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8969, loss_cls: 1.1003, loss: 1.1003, grad_norm: 8.9204 2020-08-05 10:43:36,988 - mmaction - INFO - Epoch [85][1620/3757] lr: 1.000e-04, eta: 1 day, 7:41:06, time: 2.132, data_time: 0.004, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8883, loss_cls: 1.1520, loss: 1.1520, grad_norm: 8.7150 2020-08-05 10:44:13,261 - mmaction - INFO - Epoch [85][1640/3757] lr: 1.000e-04, eta: 1 day, 7:40:26, time: 1.822, data_time: 0.012, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.1400, loss: 1.1400, grad_norm: 8.8206 2020-08-05 10:44:51,451 - mmaction - INFO - Epoch [85][1660/3757] lr: 1.000e-04, eta: 1 day, 7:39:46, time: 1.904, data_time: 0.009, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8703, loss_cls: 1.2070, loss: 1.2070, grad_norm: 8.7647 2020-08-05 10:45:29,986 - mmaction - INFO - Epoch [85][1680/3757] lr: 1.000e-04, eta: 1 day, 7:39:07, time: 1.934, data_time: 0.010, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.1707, loss: 1.1707, grad_norm: 9.0819 2020-08-05 10:46:07,448 - mmaction - INFO - Epoch [85][1700/3757] lr: 1.000e-04, eta: 1 day, 7:38:28, time: 1.870, data_time: 0.297, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8914, loss_cls: 1.1400, loss: 1.1400, grad_norm: 8.7586 2020-08-05 10:46:48,649 - mmaction - INFO - Epoch [85][1720/3757] lr: 1.000e-04, eta: 1 day, 7:37:50, time: 2.060, data_time: 1.377, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.0949, loss: 1.0949, grad_norm: 8.8768 2020-08-05 10:47:25,542 - mmaction - INFO - Epoch [85][1740/3757] lr: 1.000e-04, eta: 1 day, 7:37:10, time: 1.845, data_time: 1.276, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.2044, loss: 1.2044, grad_norm: 9.2067 2020-08-05 10:48:05,359 - mmaction - INFO - Epoch [85][1760/3757] lr: 1.000e-04, eta: 1 day, 7:36:31, time: 1.990, data_time: 1.443, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8984, loss_cls: 1.1177, loss: 1.1177, grad_norm: 8.9381 2020-08-05 10:48:43,173 - mmaction - INFO - Epoch [85][1780/3757] lr: 1.000e-04, eta: 1 day, 7:35:52, time: 1.891, data_time: 1.081, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1147, loss: 1.1147, grad_norm: 8.7669 2020-08-05 10:49:22,135 - mmaction - INFO - Epoch [85][1800/3757] lr: 1.000e-04, eta: 1 day, 7:35:13, time: 1.945, data_time: 0.477, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.1717, loss: 1.1717, grad_norm: 9.0900 2020-08-05 10:50:00,324 - mmaction - INFO - Epoch [85][1820/3757] lr: 1.000e-04, eta: 1 day, 7:34:33, time: 1.916, data_time: 0.544, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2296, loss: 1.2296, grad_norm: 9.1556 2020-08-05 10:50:40,770 - mmaction - INFO - Epoch [85][1840/3757] lr: 1.000e-04, eta: 1 day, 7:33:55, time: 2.018, data_time: 0.067, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8797, loss_cls: 1.1899, loss: 1.1899, grad_norm: 9.2448 2020-08-05 10:51:20,714 - mmaction - INFO - Epoch [85][1860/3757] lr: 1.000e-04, eta: 1 day, 7:33:16, time: 2.002, data_time: 0.009, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8984, loss_cls: 1.1389, loss: 1.1389, grad_norm: 9.0800 2020-08-05 10:51:59,241 - mmaction - INFO - Epoch [85][1880/3757] lr: 1.000e-04, eta: 1 day, 7:32:37, time: 1.917, data_time: 0.008, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8914, loss_cls: 1.1830, loss: 1.1830, grad_norm: 9.0324 2020-08-05 10:52:40,561 - mmaction - INFO - Epoch [85][1900/3757] lr: 1.000e-04, eta: 1 day, 7:31:59, time: 2.076, data_time: 0.012, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8945, loss_cls: 1.1297, loss: 1.1297, grad_norm: 9.1738 2020-08-05 10:53:16,104 - mmaction - INFO - Epoch [85][1920/3757] lr: 1.000e-04, eta: 1 day, 7:31:19, time: 1.773, data_time: 0.087, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8820, loss_cls: 1.1800, loss: 1.1800, grad_norm: 9.0439 2020-08-05 10:53:58,210 - mmaction - INFO - Epoch [85][1940/3757] lr: 1.000e-04, eta: 1 day, 7:30:41, time: 2.101, data_time: 0.012, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.1712, loss: 1.1712, grad_norm: 9.2075 2020-08-05 10:54:37,095 - mmaction - INFO - Epoch [85][1960/3757] lr: 1.000e-04, eta: 1 day, 7:30:02, time: 1.952, data_time: 0.010, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8844, loss_cls: 1.0997, loss: 1.0997, grad_norm: 8.7824 2020-08-05 10:55:13,993 - mmaction - INFO - Epoch [85][1980/3757] lr: 1.000e-04, eta: 1 day, 7:29:22, time: 1.836, data_time: 0.008, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8969, loss_cls: 1.1141, loss: 1.1141, grad_norm: 8.8604 2020-08-05 10:55:52,461 - mmaction - INFO - Epoch [85][2000/3757] lr: 1.000e-04, eta: 1 day, 7:28:43, time: 1.931, data_time: 0.011, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.0974, loss: 1.0974, grad_norm: 8.9283 2020-08-05 10:56:32,728 - mmaction - INFO - Epoch [85][2020/3757] lr: 1.000e-04, eta: 1 day, 7:28:04, time: 2.006, data_time: 0.009, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8945, loss_cls: 1.1646, loss: 1.1646, grad_norm: 9.1569 2020-08-05 10:57:11,747 - mmaction - INFO - Epoch [85][2040/3757] lr: 1.000e-04, eta: 1 day, 7:27:25, time: 1.960, data_time: 0.012, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8727, loss_cls: 1.2333, loss: 1.2333, grad_norm: 9.2015 2020-08-05 10:57:48,785 - mmaction - INFO - Epoch [85][2060/3757] lr: 1.000e-04, eta: 1 day, 7:26:45, time: 1.844, data_time: 0.017, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8711, loss_cls: 1.2410, loss: 1.2410, grad_norm: 9.1794 2020-08-05 10:58:29,036 - mmaction - INFO - Epoch [85][2080/3757] lr: 1.000e-04, eta: 1 day, 7:26:07, time: 2.021, data_time: 0.787, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1933, loss: 1.1933, grad_norm: 9.1585 2020-08-05 10:59:11,496 - mmaction - INFO - Epoch [85][2100/3757] lr: 1.000e-04, eta: 1 day, 7:25:29, time: 2.118, data_time: 1.484, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8828, loss_cls: 1.2388, loss: 1.2388, grad_norm: 9.2643 2020-08-05 10:59:50,776 - mmaction - INFO - Epoch [85][2120/3757] lr: 1.000e-04, eta: 1 day, 7:24:50, time: 1.970, data_time: 0.492, memory: 5166, top1_acc: 0.7266, top5_acc: 0.9023, loss_cls: 1.0950, loss: 1.0950, grad_norm: 8.9055 2020-08-05 11:00:30,604 - mmaction - INFO - Epoch [85][2140/3757] lr: 1.000e-04, eta: 1 day, 7:24:11, time: 1.972, data_time: 0.007, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8922, loss_cls: 1.1049, loss: 1.1049, grad_norm: 8.8320 2020-08-05 11:01:08,166 - mmaction - INFO - Epoch [85][2160/3757] lr: 1.000e-04, eta: 1 day, 7:23:32, time: 1.897, data_time: 0.047, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2246, loss: 1.2246, grad_norm: 9.1634 2020-08-05 11:01:51,559 - mmaction - INFO - Epoch [85][2180/3757] lr: 1.000e-04, eta: 1 day, 7:22:55, time: 2.165, data_time: 0.012, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.1074, loss: 1.1074, grad_norm: 9.0916 2020-08-05 11:02:27,708 - mmaction - INFO - Epoch [85][2200/3757] lr: 1.000e-04, eta: 1 day, 7:22:15, time: 1.811, data_time: 0.007, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8945, loss_cls: 1.1229, loss: 1.1229, grad_norm: 8.8106 2020-08-05 11:03:06,716 - mmaction - INFO - Epoch [85][2220/3757] lr: 1.000e-04, eta: 1 day, 7:21:36, time: 1.950, data_time: 0.003, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.1879, loss: 1.1879, grad_norm: 9.3269 2020-08-05 11:03:47,716 - mmaction - INFO - Epoch [85][2240/3757] lr: 1.000e-04, eta: 1 day, 7:20:57, time: 2.044, data_time: 0.525, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.2006, loss: 1.2006, grad_norm: 9.1012 2020-08-05 11:04:28,335 - mmaction - INFO - Epoch [85][2260/3757] lr: 1.000e-04, eta: 1 day, 7:20:19, time: 2.036, data_time: 1.352, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1617, loss: 1.1617, grad_norm: 8.8930 2020-08-05 11:05:04,704 - mmaction - INFO - Epoch [85][2280/3757] lr: 1.000e-04, eta: 1 day, 7:19:39, time: 1.818, data_time: 0.569, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1590, loss: 1.1590, grad_norm: 9.2150 2020-08-05 11:05:44,165 - mmaction - INFO - Epoch [85][2300/3757] lr: 1.000e-04, eta: 1 day, 7:19:00, time: 1.970, data_time: 0.802, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8781, loss_cls: 1.1598, loss: 1.1598, grad_norm: 8.8715 2020-08-05 11:06:21,085 - mmaction - INFO - Epoch [85][2320/3757] lr: 1.000e-04, eta: 1 day, 7:18:20, time: 1.851, data_time: 0.134, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8945, loss_cls: 1.1258, loss: 1.1258, grad_norm: 9.0540 2020-08-05 11:06:58,814 - mmaction - INFO - Epoch [85][2340/3757] lr: 1.000e-04, eta: 1 day, 7:17:41, time: 1.887, data_time: 0.007, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.1428, loss: 1.1428, grad_norm: 8.9391 2020-08-05 11:07:38,833 - mmaction - INFO - Epoch [85][2360/3757] lr: 1.000e-04, eta: 1 day, 7:17:02, time: 2.001, data_time: 0.003, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8695, loss_cls: 1.1986, loss: 1.1986, grad_norm: 9.0781 2020-08-05 11:08:16,456 - mmaction - INFO - Epoch [85][2380/3757] lr: 1.000e-04, eta: 1 day, 7:16:23, time: 1.876, data_time: 0.008, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1195, loss: 1.1195, grad_norm: 8.6472 2020-08-05 11:08:52,993 - mmaction - INFO - Epoch [85][2400/3757] lr: 1.000e-04, eta: 1 day, 7:15:43, time: 1.832, data_time: 0.028, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.2031, loss: 1.2031, grad_norm: 9.0724 2020-08-05 11:09:33,570 - mmaction - INFO - Epoch [85][2420/3757] lr: 1.000e-04, eta: 1 day, 7:15:04, time: 2.020, data_time: 0.024, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1284, loss: 1.1284, grad_norm: 8.8575 2020-08-05 11:10:11,804 - mmaction - INFO - Epoch [85][2440/3757] lr: 1.000e-04, eta: 1 day, 7:14:25, time: 1.918, data_time: 0.010, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.2333, loss: 1.2333, grad_norm: 9.4563 2020-08-05 11:10:51,038 - mmaction - INFO - Epoch [85][2460/3757] lr: 1.000e-04, eta: 1 day, 7:13:46, time: 1.962, data_time: 0.005, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.1540, loss: 1.1540, grad_norm: 8.9553 2020-08-05 11:11:29,293 - mmaction - INFO - Epoch [85][2480/3757] lr: 1.000e-04, eta: 1 day, 7:13:07, time: 1.914, data_time: 0.017, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.1921, loss: 1.1921, grad_norm: 9.2297 2020-08-05 11:12:06,252 - mmaction - INFO - Epoch [85][2500/3757] lr: 1.000e-04, eta: 1 day, 7:12:27, time: 1.848, data_time: 0.002, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8727, loss_cls: 1.2414, loss: 1.2414, grad_norm: 9.2390 2020-08-05 11:12:48,590 - mmaction - INFO - Epoch [85][2520/3757] lr: 1.000e-04, eta: 1 day, 7:11:49, time: 2.113, data_time: 0.022, memory: 5166, top1_acc: 0.7453, top5_acc: 0.8953, loss_cls: 1.1326, loss: 1.1326, grad_norm: 8.9081 2020-08-05 11:13:26,675 - mmaction - INFO - Epoch [85][2540/3757] lr: 1.000e-04, eta: 1 day, 7:11:10, time: 1.909, data_time: 0.031, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8867, loss_cls: 1.1609, loss: 1.1609, grad_norm: 9.0988 2020-08-05 11:14:07,656 - mmaction - INFO - Epoch [85][2560/3757] lr: 1.000e-04, eta: 1 day, 7:10:32, time: 2.049, data_time: 0.002, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.1284, loss: 1.1284, grad_norm: 8.7293 2020-08-05 11:14:44,485 - mmaction - INFO - Epoch [85][2580/3757] lr: 1.000e-04, eta: 1 day, 7:09:52, time: 1.835, data_time: 0.011, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.1510, loss: 1.1510, grad_norm: 8.9803 2020-08-05 11:15:24,086 - mmaction - INFO - Epoch [85][2600/3757] lr: 1.000e-04, eta: 1 day, 7:09:13, time: 1.978, data_time: 0.026, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2022, loss: 1.2022, grad_norm: 9.0806 2020-08-05 11:16:03,491 - mmaction - INFO - Epoch [85][2620/3757] lr: 1.000e-04, eta: 1 day, 7:08:34, time: 1.971, data_time: 0.010, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.2200, loss: 1.2200, grad_norm: 9.0776 2020-08-05 11:16:40,442 - mmaction - INFO - Epoch [85][2640/3757] lr: 1.000e-04, eta: 1 day, 7:07:55, time: 1.855, data_time: 0.009, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1393, loss: 1.1393, grad_norm: 8.8193 2020-08-05 11:17:19,870 - mmaction - INFO - Epoch [85][2660/3757] lr: 1.000e-04, eta: 1 day, 7:07:16, time: 1.972, data_time: 0.148, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1491, loss: 1.1491, grad_norm: 8.9872 2020-08-05 11:18:00,047 - mmaction - INFO - Epoch [85][2680/3757] lr: 1.000e-04, eta: 1 day, 7:06:37, time: 2.007, data_time: 0.002, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8836, loss_cls: 1.1343, loss: 1.1343, grad_norm: 9.0116 2020-08-05 11:18:39,481 - mmaction - INFO - Epoch [85][2700/3757] lr: 1.000e-04, eta: 1 day, 7:05:58, time: 1.966, data_time: 0.082, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8961, loss_cls: 1.1309, loss: 1.1309, grad_norm: 8.9788 2020-08-05 11:19:18,288 - mmaction - INFO - Epoch [85][2720/3757] lr: 1.000e-04, eta: 1 day, 7:05:19, time: 1.946, data_time: 0.742, memory: 5166, top1_acc: 0.7375, top5_acc: 0.9062, loss_cls: 1.0505, loss: 1.0505, grad_norm: 8.8234 2020-08-05 11:19:57,299 - mmaction - INFO - Epoch [85][2740/3757] lr: 1.000e-04, eta: 1 day, 7:04:40, time: 1.951, data_time: 0.302, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8914, loss_cls: 1.1697, loss: 1.1697, grad_norm: 9.1017 2020-08-05 11:20:36,682 - mmaction - INFO - Epoch [85][2760/3757] lr: 1.000e-04, eta: 1 day, 7:04:01, time: 1.969, data_time: 0.003, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.2204, loss: 1.2204, grad_norm: 9.3194 2020-08-05 11:21:18,619 - mmaction - INFO - Epoch [85][2780/3757] lr: 1.000e-04, eta: 1 day, 7:03:23, time: 2.098, data_time: 0.009, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8734, loss_cls: 1.2173, loss: 1.2173, grad_norm: 9.0949 2020-08-05 11:21:56,357 - mmaction - INFO - Epoch [85][2800/3757] lr: 1.000e-04, eta: 1 day, 7:02:44, time: 1.886, data_time: 0.002, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8844, loss_cls: 1.1302, loss: 1.1302, grad_norm: 8.7068 2020-08-05 11:22:38,680 - mmaction - INFO - Epoch [85][2820/3757] lr: 1.000e-04, eta: 1 day, 7:02:06, time: 2.109, data_time: 0.009, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.1909, loss: 1.1909, grad_norm: 9.0849 2020-08-05 11:23:17,454 - mmaction - INFO - Epoch [85][2840/3757] lr: 1.000e-04, eta: 1 day, 7:01:27, time: 1.945, data_time: 0.011, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1736, loss: 1.1736, grad_norm: 9.1427 2020-08-05 11:23:52,980 - mmaction - INFO - Epoch [85][2860/3757] lr: 1.000e-04, eta: 1 day, 7:00:47, time: 1.778, data_time: 0.009, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8930, loss_cls: 1.1259, loss: 1.1259, grad_norm: 8.8783 2020-08-05 11:24:33,784 - mmaction - INFO - Epoch [85][2880/3757] lr: 1.000e-04, eta: 1 day, 7:00:08, time: 2.038, data_time: 0.009, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8844, loss_cls: 1.1512, loss: 1.1512, grad_norm: 8.9137 2020-08-05 11:25:11,133 - mmaction - INFO - Epoch [85][2900/3757] lr: 1.000e-04, eta: 1 day, 6:59:29, time: 1.871, data_time: 0.009, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8852, loss_cls: 1.1314, loss: 1.1314, grad_norm: 9.0059 2020-08-05 11:25:51,334 - mmaction - INFO - Epoch [85][2920/3757] lr: 1.000e-04, eta: 1 day, 6:58:50, time: 2.011, data_time: 0.210, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1060, loss: 1.1060, grad_norm: 8.7995 2020-08-05 11:26:32,739 - mmaction - INFO - Epoch [85][2940/3757] lr: 1.000e-04, eta: 1 day, 6:58:12, time: 2.067, data_time: 0.058, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8805, loss_cls: 1.1381, loss: 1.1381, grad_norm: 8.8042 2020-08-05 11:27:08,674 - mmaction - INFO - Epoch [85][2960/3757] lr: 1.000e-04, eta: 1 day, 6:57:32, time: 1.799, data_time: 0.283, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.1511, loss: 1.1511, grad_norm: 9.1431 2020-08-05 11:27:48,243 - mmaction - INFO - Epoch [85][2980/3757] lr: 1.000e-04, eta: 1 day, 6:56:53, time: 1.979, data_time: 0.154, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8945, loss_cls: 1.1400, loss: 1.1400, grad_norm: 8.9552 2020-08-05 11:28:28,305 - mmaction - INFO - Epoch [85][3000/3757] lr: 1.000e-04, eta: 1 day, 6:56:15, time: 2.003, data_time: 0.260, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8766, loss_cls: 1.1506, loss: 1.1506, grad_norm: 8.7887 2020-08-05 11:29:05,368 - mmaction - INFO - Epoch [85][3020/3757] lr: 1.000e-04, eta: 1 day, 6:55:35, time: 1.844, data_time: 0.417, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8938, loss_cls: 1.1482, loss: 1.1482, grad_norm: 9.1985 2020-08-05 11:29:41,244 - mmaction - INFO - Epoch [85][3040/3757] lr: 1.000e-04, eta: 1 day, 6:54:55, time: 1.803, data_time: 0.935, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2026, loss: 1.2026, grad_norm: 9.3157 2020-08-05 11:30:22,582 - mmaction - INFO - Epoch [85][3060/3757] lr: 1.000e-04, eta: 1 day, 6:54:17, time: 2.066, data_time: 0.548, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2515, loss: 1.2515, grad_norm: 9.0828 2020-08-05 11:31:01,383 - mmaction - INFO - Epoch [85][3080/3757] lr: 1.000e-04, eta: 1 day, 6:53:38, time: 1.940, data_time: 0.149, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8953, loss_cls: 1.1462, loss: 1.1462, grad_norm: 9.0476 2020-08-05 11:31:42,208 - mmaction - INFO - Epoch [85][3100/3757] lr: 1.000e-04, eta: 1 day, 6:52:59, time: 2.036, data_time: 1.361, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1933, loss: 1.1933, grad_norm: 9.1394 2020-08-05 11:32:18,861 - mmaction - INFO - Epoch [85][3120/3757] lr: 1.000e-04, eta: 1 day, 6:52:19, time: 1.839, data_time: 1.140, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8773, loss_cls: 1.1677, loss: 1.1677, grad_norm: 9.2128 2020-08-05 11:32:59,886 - mmaction - INFO - Epoch [85][3140/3757] lr: 1.000e-04, eta: 1 day, 6:51:41, time: 2.044, data_time: 0.803, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1351, loss: 1.1351, grad_norm: 8.7348 2020-08-05 11:33:37,723 - mmaction - INFO - Epoch [85][3160/3757] lr: 1.000e-04, eta: 1 day, 6:51:02, time: 1.891, data_time: 0.047, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8867, loss_cls: 1.1253, loss: 1.1253, grad_norm: 9.1175 2020-08-05 11:34:18,390 - mmaction - INFO - Epoch [85][3180/3757] lr: 1.000e-04, eta: 1 day, 6:50:23, time: 2.041, data_time: 0.708, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8828, loss_cls: 1.1410, loss: 1.1410, grad_norm: 8.8664 2020-08-05 11:34:57,776 - mmaction - INFO - Epoch [85][3200/3757] lr: 1.000e-04, eta: 1 day, 6:49:44, time: 1.962, data_time: 0.386, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.0933, loss: 1.0933, grad_norm: 8.9488 2020-08-05 11:35:35,121 - mmaction - INFO - Epoch [85][3220/3757] lr: 1.000e-04, eta: 1 day, 6:49:05, time: 1.875, data_time: 0.107, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.1394, loss: 1.1394, grad_norm: 9.1636 2020-08-05 11:36:16,223 - mmaction - INFO - Epoch [85][3240/3757] lr: 1.000e-04, eta: 1 day, 6:48:27, time: 2.054, data_time: 0.160, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8875, loss_cls: 1.1727, loss: 1.1727, grad_norm: 9.1690 2020-08-05 11:36:54,595 - mmaction - INFO - Epoch [85][3260/3757] lr: 1.000e-04, eta: 1 day, 6:47:47, time: 1.916, data_time: 0.003, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8789, loss_cls: 1.2089, loss: 1.2089, grad_norm: 9.1842 2020-08-05 11:37:33,133 - mmaction - INFO - Epoch [85][3280/3757] lr: 1.000e-04, eta: 1 day, 6:47:08, time: 1.929, data_time: 0.006, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1707, loss: 1.1707, grad_norm: 9.2251 2020-08-05 11:38:14,231 - mmaction - INFO - Epoch [85][3300/3757] lr: 1.000e-04, eta: 1 day, 6:46:30, time: 2.052, data_time: 0.125, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8664, loss_cls: 1.2719, loss: 1.2719, grad_norm: 9.2894 2020-08-05 11:38:53,333 - mmaction - INFO - Epoch [85][3320/3757] lr: 1.000e-04, eta: 1 day, 6:45:51, time: 1.956, data_time: 0.017, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.1983, loss: 1.1983, grad_norm: 9.0515 2020-08-05 11:39:30,230 - mmaction - INFO - Epoch [85][3340/3757] lr: 1.000e-04, eta: 1 day, 6:45:11, time: 1.843, data_time: 0.011, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1472, loss: 1.1472, grad_norm: 9.0134 2020-08-05 11:40:12,717 - mmaction - INFO - Epoch [85][3360/3757] lr: 1.000e-04, eta: 1 day, 6:44:33, time: 2.127, data_time: 0.011, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8820, loss_cls: 1.1450, loss: 1.1450, grad_norm: 8.9314 2020-08-05 11:40:45,940 - mmaction - INFO - Epoch [85][3380/3757] lr: 1.000e-04, eta: 1 day, 6:43:52, time: 1.663, data_time: 0.006, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1784, loss: 1.1784, grad_norm: 9.4140 2020-08-05 11:41:27,379 - mmaction - INFO - Epoch [85][3400/3757] lr: 1.000e-04, eta: 1 day, 6:43:14, time: 2.063, data_time: 0.025, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8812, loss_cls: 1.1281, loss: 1.1281, grad_norm: 8.6904 2020-08-05 11:42:03,707 - mmaction - INFO - Epoch [85][3420/3757] lr: 1.000e-04, eta: 1 day, 6:42:34, time: 1.818, data_time: 0.160, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8742, loss_cls: 1.1744, loss: 1.1744, grad_norm: 9.1465 2020-08-05 11:42:44,659 - mmaction - INFO - Epoch [85][3440/3757] lr: 1.000e-04, eta: 1 day, 6:41:56, time: 2.052, data_time: 0.158, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8781, loss_cls: 1.2488, loss: 1.2488, grad_norm: 9.2484 2020-08-05 11:43:24,119 - mmaction - INFO - Epoch [85][3460/3757] lr: 1.000e-04, eta: 1 day, 6:41:17, time: 1.975, data_time: 0.038, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8703, loss_cls: 1.2417, loss: 1.2417, grad_norm: 9.2241 2020-08-05 11:44:02,060 - mmaction - INFO - Epoch [85][3480/3757] lr: 1.000e-04, eta: 1 day, 6:40:38, time: 1.896, data_time: 0.003, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8977, loss_cls: 1.1350, loss: 1.1350, grad_norm: 8.7143 2020-08-05 11:44:39,549 - mmaction - INFO - Epoch [85][3500/3757] lr: 1.000e-04, eta: 1 day, 6:39:58, time: 1.873, data_time: 0.010, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.1613, loss: 1.1613, grad_norm: 8.8506 2020-08-05 11:45:18,841 - mmaction - INFO - Epoch [85][3520/3757] lr: 1.000e-04, eta: 1 day, 6:39:19, time: 1.961, data_time: 0.225, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1979, loss: 1.1979, grad_norm: 9.2370 2020-08-05 11:46:00,160 - mmaction - INFO - Epoch [85][3540/3757] lr: 1.000e-04, eta: 1 day, 6:38:41, time: 2.071, data_time: 0.170, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8727, loss_cls: 1.2140, loss: 1.2140, grad_norm: 9.1845 2020-08-05 11:46:40,152 - mmaction - INFO - Epoch [85][3560/3757] lr: 1.000e-04, eta: 1 day, 6:38:02, time: 1.995, data_time: 0.028, memory: 5166, top1_acc: 0.7461, top5_acc: 0.9023, loss_cls: 1.0587, loss: 1.0587, grad_norm: 8.8034 2020-08-05 11:47:19,876 - mmaction - INFO - Epoch [85][3580/3757] lr: 1.000e-04, eta: 1 day, 6:37:24, time: 1.989, data_time: 0.464, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8805, loss_cls: 1.2351, loss: 1.2351, grad_norm: 9.1282 2020-08-05 11:47:57,553 - mmaction - INFO - Epoch [85][3600/3757] lr: 1.000e-04, eta: 1 day, 6:36:44, time: 1.886, data_time: 0.149, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2463, loss: 1.2463, grad_norm: 9.1216 2020-08-05 11:48:36,595 - mmaction - INFO - Epoch [85][3620/3757] lr: 1.000e-04, eta: 1 day, 6:36:05, time: 1.945, data_time: 0.147, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8875, loss_cls: 1.1722, loss: 1.1722, grad_norm: 8.8685 2020-08-05 11:49:12,982 - mmaction - INFO - Epoch [85][3640/3757] lr: 1.000e-04, eta: 1 day, 6:35:25, time: 1.827, data_time: 0.128, memory: 5166, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0784, loss: 1.0784, grad_norm: 8.5673 2020-08-05 11:49:52,249 - mmaction - INFO - Epoch [85][3660/3757] lr: 1.000e-04, eta: 1 day, 6:34:46, time: 1.959, data_time: 0.016, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8992, loss_cls: 1.1155, loss: 1.1155, grad_norm: 9.0657 2020-08-05 11:50:28,302 - mmaction - INFO - Epoch [85][3680/3757] lr: 1.000e-04, eta: 1 day, 6:34:06, time: 1.803, data_time: 0.010, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8680, loss_cls: 1.2483, loss: 1.2483, grad_norm: 9.3600 2020-08-05 11:51:09,851 - mmaction - INFO - Epoch [85][3700/3757] lr: 1.000e-04, eta: 1 day, 6:33:28, time: 2.082, data_time: 0.010, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8883, loss_cls: 1.1797, loss: 1.1797, grad_norm: 8.9538 2020-08-05 11:51:49,381 - mmaction - INFO - Epoch [85][3720/3757] lr: 1.000e-04, eta: 1 day, 6:32:49, time: 1.970, data_time: 0.071, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.2064, loss: 1.2064, grad_norm: 9.0524 2020-08-05 11:52:30,063 - mmaction - INFO - Epoch [85][3740/3757] lr: 1.000e-04, eta: 1 day, 6:32:11, time: 2.040, data_time: 0.009, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1843, loss: 1.1843, grad_norm: 9.2319 2020-08-05 11:52:52,903 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-08-05 11:53:51,978 - mmaction - INFO - Epoch [86][20/3757] lr: 1.000e-04, eta: 1 day, 6:30:54, time: 2.868, data_time: 0.756, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8797, loss_cls: 1.1742, loss: 1.1742, grad_norm: 9.0208 2020-08-05 11:54:32,303 - mmaction - INFO - Epoch [86][40/3757] lr: 1.000e-04, eta: 1 day, 6:30:15, time: 2.016, data_time: 0.011, memory: 5166, top1_acc: 0.7438, top5_acc: 0.9031, loss_cls: 1.0971, loss: 1.0971, grad_norm: 8.6609 2020-08-05 11:55:11,730 - mmaction - INFO - Epoch [86][60/3757] lr: 1.000e-04, eta: 1 day, 6:29:36, time: 1.975, data_time: 0.020, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8883, loss_cls: 1.1547, loss: 1.1547, grad_norm: 9.1380 2020-08-05 11:55:50,252 - mmaction - INFO - Epoch [86][80/3757] lr: 1.000e-04, eta: 1 day, 6:28:57, time: 1.930, data_time: 0.008, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8719, loss_cls: 1.2247, loss: 1.2247, grad_norm: 8.9225 2020-08-05 11:56:27,904 - mmaction - INFO - Epoch [86][100/3757] lr: 1.000e-04, eta: 1 day, 6:28:18, time: 1.879, data_time: 0.009, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8930, loss_cls: 1.1379, loss: 1.1379, grad_norm: 8.6540 2020-08-05 11:57:05,641 - mmaction - INFO - Epoch [86][120/3757] lr: 1.000e-04, eta: 1 day, 6:27:38, time: 1.891, data_time: 0.316, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8805, loss_cls: 1.1792, loss: 1.1792, grad_norm: 9.1751 2020-08-05 11:57:44,762 - mmaction - INFO - Epoch [86][140/3757] lr: 1.000e-04, eta: 1 day, 6:26:59, time: 1.956, data_time: 0.148, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8945, loss_cls: 1.1422, loss: 1.1422, grad_norm: 8.7357 2020-08-05 11:58:23,966 - mmaction - INFO - Epoch [86][160/3757] lr: 1.000e-04, eta: 1 day, 6:26:20, time: 1.955, data_time: 0.099, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.1732, loss: 1.1732, grad_norm: 9.0460 2020-08-05 11:59:06,300 - mmaction - INFO - Epoch [86][180/3757] lr: 1.000e-04, eta: 1 day, 6:25:43, time: 2.121, data_time: 0.010, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8859, loss_cls: 1.1513, loss: 1.1513, grad_norm: 8.9928 2020-08-05 11:59:43,942 - mmaction - INFO - Epoch [86][200/3757] lr: 1.000e-04, eta: 1 day, 6:25:03, time: 1.875, data_time: 0.010, memory: 5166, top1_acc: 0.7398, top5_acc: 0.8984, loss_cls: 1.0792, loss: 1.0792, grad_norm: 8.8089 2020-08-05 12:00:23,154 - mmaction - INFO - Epoch [86][220/3757] lr: 1.000e-04, eta: 1 day, 6:24:24, time: 1.952, data_time: 0.171, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.2158, loss: 1.2158, grad_norm: 9.1883 2020-08-05 12:01:04,310 - mmaction - INFO - Epoch [86][240/3757] lr: 1.000e-04, eta: 1 day, 6:23:46, time: 2.072, data_time: 0.571, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8859, loss_cls: 1.1697, loss: 1.1697, grad_norm: 9.0603 2020-08-05 12:01:42,688 - mmaction - INFO - Epoch [86][260/3757] lr: 1.000e-04, eta: 1 day, 6:23:07, time: 1.916, data_time: 0.082, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8828, loss_cls: 1.1683, loss: 1.1683, grad_norm: 9.1705 2020-08-05 12:02:20,670 - mmaction - INFO - Epoch [86][280/3757] lr: 1.000e-04, eta: 1 day, 6:22:27, time: 1.902, data_time: 0.243, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8672, loss_cls: 1.2350, loss: 1.2350, grad_norm: 9.1456 2020-08-05 12:03:04,803 - mmaction - INFO - Epoch [86][300/3757] lr: 1.000e-04, eta: 1 day, 6:21:50, time: 2.207, data_time: 0.216, memory: 5166, top1_acc: 0.7219, top5_acc: 0.9039, loss_cls: 1.1075, loss: 1.1075, grad_norm: 8.8260 2020-08-05 12:03:38,314 - mmaction - INFO - Epoch [86][320/3757] lr: 1.000e-04, eta: 1 day, 6:21:09, time: 1.670, data_time: 0.100, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2174, loss: 1.2174, grad_norm: 9.1307 2020-08-05 12:04:18,175 - mmaction - INFO - Epoch [86][340/3757] lr: 1.000e-04, eta: 1 day, 6:20:30, time: 1.997, data_time: 0.992, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8867, loss_cls: 1.2054, loss: 1.2054, grad_norm: 9.0977 2020-08-05 12:04:56,894 - mmaction - INFO - Epoch [86][360/3757] lr: 1.000e-04, eta: 1 day, 6:19:51, time: 1.932, data_time: 0.018, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2763, loss: 1.2763, grad_norm: 9.2194 2020-08-05 12:05:38,679 - mmaction - INFO - Epoch [86][380/3757] lr: 1.000e-04, eta: 1 day, 6:19:13, time: 2.095, data_time: 0.154, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1786, loss: 1.1786, grad_norm: 8.8840 2020-08-05 12:06:16,431 - mmaction - INFO - Epoch [86][400/3757] lr: 1.000e-04, eta: 1 day, 6:18:34, time: 1.885, data_time: 0.003, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8875, loss_cls: 1.1913, loss: 1.1913, grad_norm: 9.1375 2020-08-05 12:06:53,736 - mmaction - INFO - Epoch [86][420/3757] lr: 1.000e-04, eta: 1 day, 6:17:54, time: 1.868, data_time: 0.007, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.1591, loss: 1.1591, grad_norm: 8.9762 2020-08-05 12:07:32,217 - mmaction - INFO - Epoch [86][440/3757] lr: 1.000e-04, eta: 1 day, 6:17:15, time: 1.918, data_time: 0.009, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8852, loss_cls: 1.1732, loss: 1.1732, grad_norm: 9.1333 2020-08-05 12:08:14,785 - mmaction - INFO - Epoch [86][460/3757] lr: 1.000e-04, eta: 1 day, 6:16:37, time: 2.129, data_time: 0.011, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8992, loss_cls: 1.1222, loss: 1.1222, grad_norm: 8.8415 2020-08-05 12:08:53,208 - mmaction - INFO - Epoch [86][480/3757] lr: 1.000e-04, eta: 1 day, 6:15:58, time: 1.925, data_time: 0.009, memory: 5166, top1_acc: 0.6813, top5_acc: 0.8891, loss_cls: 1.2296, loss: 1.2296, grad_norm: 9.4039 2020-08-05 12:09:32,182 - mmaction - INFO - Epoch [86][500/3757] lr: 1.000e-04, eta: 1 day, 6:15:19, time: 1.949, data_time: 0.009, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8938, loss_cls: 1.1026, loss: 1.1026, grad_norm: 8.8280 2020-08-05 12:10:11,641 - mmaction - INFO - Epoch [86][520/3757] lr: 1.000e-04, eta: 1 day, 6:14:40, time: 1.975, data_time: 0.004, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8758, loss_cls: 1.2204, loss: 1.2204, grad_norm: 9.3444 2020-08-05 12:10:51,217 - mmaction - INFO - Epoch [86][540/3757] lr: 1.000e-04, eta: 1 day, 6:14:02, time: 1.974, data_time: 0.002, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8672, loss_cls: 1.2760, loss: 1.2760, grad_norm: 9.2784 2020-08-05 12:11:26,540 - mmaction - INFO - Epoch [86][560/3757] lr: 1.000e-04, eta: 1 day, 6:13:21, time: 1.765, data_time: 0.011, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8812, loss_cls: 1.1588, loss: 1.1588, grad_norm: 9.1533 2020-08-05 12:12:03,442 - mmaction - INFO - Epoch [86][580/3757] lr: 1.000e-04, eta: 1 day, 6:12:42, time: 1.850, data_time: 0.696, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8766, loss_cls: 1.1961, loss: 1.1961, grad_norm: 9.0549 2020-08-05 12:12:41,491 - mmaction - INFO - Epoch [86][600/3757] lr: 1.000e-04, eta: 1 day, 6:12:02, time: 1.899, data_time: 0.861, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8844, loss_cls: 1.1604, loss: 1.1604, grad_norm: 8.8894 2020-08-05 12:13:22,060 - mmaction - INFO - Epoch [86][620/3757] lr: 1.000e-04, eta: 1 day, 6:11:24, time: 2.033, data_time: 0.264, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2609, loss: 1.2609, grad_norm: 9.1200 2020-08-05 12:13:58,559 - mmaction - INFO - Epoch [86][640/3757] lr: 1.000e-04, eta: 1 day, 6:10:44, time: 1.825, data_time: 0.430, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.1846, loss: 1.1846, grad_norm: 9.2665 2020-08-05 12:14:36,472 - mmaction - INFO - Epoch [86][660/3757] lr: 1.000e-04, eta: 1 day, 6:10:04, time: 1.895, data_time: 0.820, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8945, loss_cls: 1.1523, loss: 1.1523, grad_norm: 9.2072 2020-08-05 12:15:17,844 - mmaction - INFO - Epoch [86][680/3757] lr: 1.000e-04, eta: 1 day, 6:09:26, time: 2.068, data_time: 0.245, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.1809, loss: 1.1809, grad_norm: 9.0329 2020-08-05 12:15:55,783 - mmaction - INFO - Epoch [86][700/3757] lr: 1.000e-04, eta: 1 day, 6:08:47, time: 1.898, data_time: 0.026, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8805, loss_cls: 1.1978, loss: 1.1978, grad_norm: 9.2716 2020-08-05 12:16:34,071 - mmaction - INFO - Epoch [86][720/3757] lr: 1.000e-04, eta: 1 day, 6:08:08, time: 1.908, data_time: 0.054, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8914, loss_cls: 1.1079, loss: 1.1079, grad_norm: 9.0892 2020-08-05 12:17:18,591 - mmaction - INFO - Epoch [86][740/3757] lr: 1.000e-04, eta: 1 day, 6:07:31, time: 2.229, data_time: 0.056, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8758, loss_cls: 1.1962, loss: 1.1962, grad_norm: 9.0873 2020-08-05 12:17:54,321 - mmaction - INFO - Epoch [86][760/3757] lr: 1.000e-04, eta: 1 day, 6:06:50, time: 1.790, data_time: 0.010, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8727, loss_cls: 1.2275, loss: 1.2275, grad_norm: 9.2382 2020-08-05 12:18:35,219 - mmaction - INFO - Epoch [86][780/3757] lr: 1.000e-04, eta: 1 day, 6:06:12, time: 2.045, data_time: 0.051, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.1775, loss: 1.1775, grad_norm: 9.2617 2020-08-05 12:19:15,089 - mmaction - INFO - Epoch [86][800/3757] lr: 1.000e-04, eta: 1 day, 6:05:33, time: 1.993, data_time: 0.002, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8836, loss_cls: 1.1260, loss: 1.1260, grad_norm: 8.8380 2020-08-05 12:19:50,691 - mmaction - INFO - Epoch [86][820/3757] lr: 1.000e-04, eta: 1 day, 6:04:53, time: 1.772, data_time: 0.007, memory: 5166, top1_acc: 0.7336, top5_acc: 0.9109, loss_cls: 1.0644, loss: 1.0644, grad_norm: 8.7505 2020-08-05 12:20:27,795 - mmaction - INFO - Epoch [86][840/3757] lr: 1.000e-04, eta: 1 day, 6:04:14, time: 1.859, data_time: 0.011, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8930, loss_cls: 1.1109, loss: 1.1109, grad_norm: 8.8844 2020-08-05 12:21:10,992 - mmaction - INFO - Epoch [86][860/3757] lr: 1.000e-04, eta: 1 day, 6:03:36, time: 2.162, data_time: 0.010, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8734, loss_cls: 1.1954, loss: 1.1954, grad_norm: 9.1124 2020-08-05 12:21:50,448 - mmaction - INFO - Epoch [86][880/3757] lr: 1.000e-04, eta: 1 day, 6:02:57, time: 1.974, data_time: 0.010, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.1798, loss: 1.1798, grad_norm: 9.2066 2020-08-05 12:22:30,126 - mmaction - INFO - Epoch [86][900/3757] lr: 1.000e-04, eta: 1 day, 6:02:18, time: 1.978, data_time: 0.008, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.1811, loss: 1.1811, grad_norm: 8.9547 2020-08-05 12:23:11,908 - mmaction - INFO - Epoch [86][920/3757] lr: 1.000e-04, eta: 1 day, 6:01:40, time: 2.093, data_time: 0.009, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2209, loss: 1.2209, grad_norm: 9.1525 2020-08-05 12:23:49,261 - mmaction - INFO - Epoch [86][940/3757] lr: 1.000e-04, eta: 1 day, 6:01:01, time: 1.870, data_time: 0.010, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8852, loss_cls: 1.1794, loss: 1.1794, grad_norm: 8.9773 2020-08-05 12:24:30,116 - mmaction - INFO - Epoch [86][960/3757] lr: 1.000e-04, eta: 1 day, 6:00:22, time: 2.043, data_time: 0.011, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2302, loss: 1.2302, grad_norm: 9.2065 2020-08-05 12:25:09,926 - mmaction - INFO - Epoch [86][980/3757] lr: 1.000e-04, eta: 1 day, 5:59:44, time: 1.990, data_time: 0.008, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8727, loss_cls: 1.2273, loss: 1.2273, grad_norm: 9.1051 2020-08-05 12:25:45,675 - mmaction - INFO - Epoch [86][1000/3757] lr: 1.000e-04, eta: 1 day, 5:59:04, time: 1.784, data_time: 0.003, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8711, loss_cls: 1.2190, loss: 1.2190, grad_norm: 9.0661 2020-08-05 12:26:25,929 - mmaction - INFO - Epoch [86][1020/3757] lr: 1.000e-04, eta: 1 day, 5:58:25, time: 2.011, data_time: 0.056, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.1667, loss: 1.1667, grad_norm: 8.8943 2020-08-05 12:27:04,293 - mmaction - INFO - Epoch [86][1040/3757] lr: 1.000e-04, eta: 1 day, 5:57:46, time: 1.923, data_time: 0.008, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8859, loss_cls: 1.1435, loss: 1.1435, grad_norm: 8.8935 2020-08-05 12:27:42,497 - mmaction - INFO - Epoch [86][1060/3757] lr: 1.000e-04, eta: 1 day, 5:57:07, time: 1.907, data_time: 0.009, memory: 5166, top1_acc: 0.7281, top5_acc: 0.9039, loss_cls: 1.1085, loss: 1.1085, grad_norm: 8.9878 2020-08-05 12:28:23,492 - mmaction - INFO - Epoch [86][1080/3757] lr: 1.000e-04, eta: 1 day, 5:56:28, time: 2.051, data_time: 0.008, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2389, loss: 1.2389, grad_norm: 9.5375 2020-08-05 12:29:01,889 - mmaction - INFO - Epoch [86][1100/3757] lr: 1.000e-04, eta: 1 day, 5:55:49, time: 1.923, data_time: 0.255, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1360, loss: 1.1360, grad_norm: 9.3012 2020-08-05 12:29:40,413 - mmaction - INFO - Epoch [86][1120/3757] lr: 1.000e-04, eta: 1 day, 5:55:10, time: 1.923, data_time: 0.528, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8703, loss_cls: 1.2180, loss: 1.2180, grad_norm: 9.2964 2020-08-05 12:30:14,668 - mmaction - INFO - Epoch [86][1140/3757] lr: 1.000e-04, eta: 1 day, 5:54:29, time: 1.708, data_time: 0.364, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.1983, loss: 1.1983, grad_norm: 9.3307 2020-08-05 12:30:53,894 - mmaction - INFO - Epoch [86][1160/3757] lr: 1.000e-04, eta: 1 day, 5:53:50, time: 1.968, data_time: 0.291, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1717, loss: 1.1717, grad_norm: 8.8951 2020-08-05 12:31:29,564 - mmaction - INFO - Epoch [86][1180/3757] lr: 1.000e-04, eta: 1 day, 5:53:10, time: 1.779, data_time: 0.008, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8914, loss_cls: 1.1453, loss: 1.1453, grad_norm: 8.9304 2020-08-05 12:32:09,678 - mmaction - INFO - Epoch [86][1200/3757] lr: 1.000e-04, eta: 1 day, 5:52:31, time: 2.004, data_time: 0.010, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8883, loss_cls: 1.1597, loss: 1.1597, grad_norm: 9.3871 2020-08-05 12:32:50,832 - mmaction - INFO - Epoch [86][1220/3757] lr: 1.000e-04, eta: 1 day, 5:51:53, time: 2.061, data_time: 0.010, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1709, loss: 1.1709, grad_norm: 8.8917 2020-08-05 12:33:30,364 - mmaction - INFO - Epoch [86][1240/3757] lr: 1.000e-04, eta: 1 day, 5:51:14, time: 1.981, data_time: 0.007, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8891, loss_cls: 1.1447, loss: 1.1447, grad_norm: 9.0725 2020-08-05 12:34:09,968 - mmaction - INFO - Epoch [86][1260/3757] lr: 1.000e-04, eta: 1 day, 5:50:36, time: 1.980, data_time: 0.002, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.0608, loss: 1.0608, grad_norm: 8.6364 2020-08-05 12:34:46,851 - mmaction - INFO - Epoch [86][1280/3757] lr: 1.000e-04, eta: 1 day, 5:49:56, time: 1.836, data_time: 0.009, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8758, loss_cls: 1.2041, loss: 1.2041, grad_norm: 9.3956 2020-08-05 12:35:29,184 - mmaction - INFO - Epoch [86][1300/3757] lr: 1.000e-04, eta: 1 day, 5:49:18, time: 2.125, data_time: 0.011, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8711, loss_cls: 1.1816, loss: 1.1816, grad_norm: 9.2683 2020-08-05 12:36:08,096 - mmaction - INFO - Epoch [86][1320/3757] lr: 1.000e-04, eta: 1 day, 5:48:39, time: 1.945, data_time: 0.003, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8680, loss_cls: 1.2298, loss: 1.2298, grad_norm: 9.5511 2020-08-05 12:36:46,509 - mmaction - INFO - Epoch [86][1340/3757] lr: 1.000e-04, eta: 1 day, 5:48:00, time: 1.917, data_time: 0.107, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1531, loss: 1.1531, grad_norm: 9.1464 2020-08-05 12:37:27,010 - mmaction - INFO - Epoch [86][1360/3757] lr: 1.000e-04, eta: 1 day, 5:47:21, time: 2.023, data_time: 0.694, memory: 5166, top1_acc: 0.7453, top5_acc: 0.9062, loss_cls: 1.0509, loss: 1.0509, grad_norm: 8.5132 2020-08-05 12:38:07,866 - mmaction - INFO - Epoch [86][1380/3757] lr: 1.000e-04, eta: 1 day, 5:46:43, time: 2.046, data_time: 1.476, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8852, loss_cls: 1.1561, loss: 1.1561, grad_norm: 9.0270 2020-08-05 12:38:43,170 - mmaction - INFO - Epoch [86][1400/3757] lr: 1.000e-04, eta: 1 day, 5:46:03, time: 1.765, data_time: 1.188, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8891, loss_cls: 1.1664, loss: 1.1664, grad_norm: 9.0745 2020-08-05 12:39:24,676 - mmaction - INFO - Epoch [86][1420/3757] lr: 1.000e-04, eta: 1 day, 5:45:25, time: 2.078, data_time: 1.512, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8703, loss_cls: 1.1968, loss: 1.1968, grad_norm: 9.1425 2020-08-05 12:40:03,806 - mmaction - INFO - Epoch [86][1440/3757] lr: 1.000e-04, eta: 1 day, 5:44:46, time: 1.955, data_time: 0.840, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2376, loss: 1.2376, grad_norm: 9.3937 2020-08-05 12:40:43,458 - mmaction - INFO - Epoch [86][1460/3757] lr: 1.000e-04, eta: 1 day, 5:44:07, time: 1.985, data_time: 1.331, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1099, loss: 1.1099, grad_norm: 8.7705 2020-08-05 12:41:20,336 - mmaction - INFO - Epoch [86][1480/3757] lr: 1.000e-04, eta: 1 day, 5:43:27, time: 1.844, data_time: 1.267, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8812, loss_cls: 1.1717, loss: 1.1717, grad_norm: 9.3836 2020-08-05 12:42:00,234 - mmaction - INFO - Epoch [86][1500/3757] lr: 1.000e-04, eta: 1 day, 5:42:48, time: 1.993, data_time: 1.430, memory: 5166, top1_acc: 0.7398, top5_acc: 0.8961, loss_cls: 1.0672, loss: 1.0672, grad_norm: 8.7024 2020-08-05 12:42:37,942 - mmaction - INFO - Epoch [86][1520/3757] lr: 1.000e-04, eta: 1 day, 5:42:09, time: 1.884, data_time: 1.314, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.1705, loss: 1.1705, grad_norm: 9.1755 2020-08-05 12:43:19,529 - mmaction - INFO - Epoch [86][1540/3757] lr: 1.000e-04, eta: 1 day, 5:41:31, time: 2.082, data_time: 1.504, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8750, loss_cls: 1.2031, loss: 1.2031, grad_norm: 9.0466 2020-08-05 12:43:57,774 - mmaction - INFO - Epoch [86][1560/3757] lr: 1.000e-04, eta: 1 day, 5:40:52, time: 1.906, data_time: 1.230, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8828, loss_cls: 1.1872, loss: 1.1872, grad_norm: 9.4438 2020-08-05 12:44:36,518 - mmaction - INFO - Epoch [86][1580/3757] lr: 1.000e-04, eta: 1 day, 5:40:13, time: 1.943, data_time: 0.822, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8734, loss_cls: 1.2390, loss: 1.2390, grad_norm: 9.4061 2020-08-05 12:45:15,881 - mmaction - INFO - Epoch [86][1600/3757] lr: 1.000e-04, eta: 1 day, 5:39:34, time: 1.966, data_time: 1.185, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.1806, loss: 1.1806, grad_norm: 9.0885 2020-08-05 12:45:52,102 - mmaction - INFO - Epoch [86][1620/3757] lr: 1.000e-04, eta: 1 day, 5:38:54, time: 1.813, data_time: 1.239, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8711, loss_cls: 1.2680, loss: 1.2680, grad_norm: 9.2634 2020-08-05 12:46:30,450 - mmaction - INFO - Epoch [86][1640/3757] lr: 1.000e-04, eta: 1 day, 5:38:14, time: 1.915, data_time: 1.101, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8867, loss_cls: 1.1542, loss: 1.1542, grad_norm: 8.8470 2020-08-05 12:47:11,295 - mmaction - INFO - Epoch [86][1660/3757] lr: 1.000e-04, eta: 1 day, 5:37:36, time: 2.046, data_time: 1.192, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8742, loss_cls: 1.2277, loss: 1.2277, grad_norm: 9.3380 2020-08-05 12:47:49,599 - mmaction - INFO - Epoch [86][1680/3757] lr: 1.000e-04, eta: 1 day, 5:36:57, time: 1.910, data_time: 0.198, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8945, loss_cls: 1.1564, loss: 1.1564, grad_norm: 9.0040 2020-08-05 12:48:28,368 - mmaction - INFO - Epoch [86][1700/3757] lr: 1.000e-04, eta: 1 day, 5:36:18, time: 1.943, data_time: 0.012, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1558, loss: 1.1558, grad_norm: 8.8481 2020-08-05 12:49:08,106 - mmaction - INFO - Epoch [86][1720/3757] lr: 1.000e-04, eta: 1 day, 5:35:39, time: 1.986, data_time: 0.008, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8898, loss_cls: 1.1510, loss: 1.1510, grad_norm: 8.9562 2020-08-05 12:49:48,909 - mmaction - INFO - Epoch [86][1740/3757] lr: 1.000e-04, eta: 1 day, 5:35:01, time: 2.042, data_time: 0.009, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1783, loss: 1.1783, grad_norm: 9.1681 2020-08-05 12:50:32,279 - mmaction - INFO - Epoch [86][1760/3757] lr: 1.000e-04, eta: 1 day, 5:34:23, time: 2.169, data_time: 0.003, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8742, loss_cls: 1.2360, loss: 1.2360, grad_norm: 9.2688 2020-08-05 12:51:07,702 - mmaction - INFO - Epoch [86][1780/3757] lr: 1.000e-04, eta: 1 day, 5:33:43, time: 1.771, data_time: 0.030, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.1225, loss: 1.1225, grad_norm: 9.0257 2020-08-05 12:51:47,525 - mmaction - INFO - Epoch [86][1800/3757] lr: 1.000e-04, eta: 1 day, 5:33:04, time: 1.988, data_time: 0.030, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.1761, loss: 1.1761, grad_norm: 9.3665 2020-08-05 12:52:25,517 - mmaction - INFO - Epoch [86][1820/3757] lr: 1.000e-04, eta: 1 day, 5:32:25, time: 1.903, data_time: 0.006, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8969, loss_cls: 1.1065, loss: 1.1065, grad_norm: 8.7341 2020-08-05 12:53:04,728 - mmaction - INFO - Epoch [86][1840/3757] lr: 1.000e-04, eta: 1 day, 5:31:46, time: 1.958, data_time: 0.149, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8844, loss_cls: 1.2140, loss: 1.2140, grad_norm: 9.1704 2020-08-05 12:53:45,304 - mmaction - INFO - Epoch [86][1860/3757] lr: 1.000e-04, eta: 1 day, 5:31:07, time: 2.021, data_time: 0.643, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1717, loss: 1.1717, grad_norm: 9.0390 2020-08-05 12:54:21,606 - mmaction - INFO - Epoch [86][1880/3757] lr: 1.000e-04, eta: 1 day, 5:30:28, time: 1.825, data_time: 0.893, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8844, loss_cls: 1.1253, loss: 1.1253, grad_norm: 8.8948 2020-08-05 12:55:01,206 - mmaction - INFO - Epoch [86][1900/3757] lr: 1.000e-04, eta: 1 day, 5:29:49, time: 1.972, data_time: 0.121, memory: 5166, top1_acc: 0.7391, top5_acc: 0.8797, loss_cls: 1.1395, loss: 1.1395, grad_norm: 8.8231 2020-08-05 12:55:46,093 - mmaction - INFO - Epoch [86][1920/3757] lr: 1.000e-04, eta: 1 day, 5:29:12, time: 2.246, data_time: 0.570, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8938, loss_cls: 1.1636, loss: 1.1636, grad_norm: 9.0029 2020-08-05 12:56:23,763 - mmaction - INFO - Epoch [86][1940/3757] lr: 1.000e-04, eta: 1 day, 5:28:32, time: 1.887, data_time: 0.575, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8789, loss_cls: 1.2020, loss: 1.2020, grad_norm: 9.1879 2020-08-05 12:57:03,880 - mmaction - INFO - Epoch [86][1960/3757] lr: 1.000e-04, eta: 1 day, 5:27:54, time: 2.006, data_time: 1.328, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8867, loss_cls: 1.1805, loss: 1.1805, grad_norm: 9.3989 2020-08-05 12:57:40,053 - mmaction - INFO - Epoch [86][1980/3757] lr: 1.000e-04, eta: 1 day, 5:27:14, time: 1.809, data_time: 1.177, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1501, loss: 1.1501, grad_norm: 9.0344 2020-08-05 12:58:18,110 - mmaction - INFO - Epoch [86][2000/3757] lr: 1.000e-04, eta: 1 day, 5:26:34, time: 1.900, data_time: 1.113, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1845, loss: 1.1845, grad_norm: 9.1562 2020-08-05 12:58:59,243 - mmaction - INFO - Epoch [86][2020/3757] lr: 1.000e-04, eta: 1 day, 5:25:56, time: 2.060, data_time: 0.061, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8898, loss_cls: 1.1478, loss: 1.1478, grad_norm: 8.8475 2020-08-05 12:59:36,606 - mmaction - INFO - Epoch [86][2040/3757] lr: 1.000e-04, eta: 1 day, 5:25:17, time: 1.869, data_time: 0.033, memory: 5166, top1_acc: 0.7312, top5_acc: 0.9039, loss_cls: 1.0730, loss: 1.0730, grad_norm: 9.0474 2020-08-05 13:00:17,089 - mmaction - INFO - Epoch [86][2060/3757] lr: 1.000e-04, eta: 1 day, 5:24:38, time: 2.009, data_time: 0.056, memory: 5166, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.3223, loss: 1.3223, grad_norm: 9.5260 2020-08-05 13:00:55,380 - mmaction - INFO - Epoch [86][2080/3757] lr: 1.000e-04, eta: 1 day, 5:23:59, time: 1.930, data_time: 0.028, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8953, loss_cls: 1.1612, loss: 1.1612, grad_norm: 9.0383 2020-08-05 13:01:35,198 - mmaction - INFO - Epoch [86][2100/3757] lr: 1.000e-04, eta: 1 day, 5:23:20, time: 1.990, data_time: 0.015, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8914, loss_cls: 1.1024, loss: 1.1024, grad_norm: 8.9745 2020-08-05 13:02:17,697 - mmaction - INFO - Epoch [86][2120/3757] lr: 1.000e-04, eta: 1 day, 5:22:42, time: 2.123, data_time: 0.004, memory: 5166, top1_acc: 0.7359, top5_acc: 0.9008, loss_cls: 1.0942, loss: 1.0942, grad_norm: 8.7648 2020-08-05 13:02:55,087 - mmaction - INFO - Epoch [86][2140/3757] lr: 1.000e-04, eta: 1 day, 5:22:03, time: 1.865, data_time: 0.005, memory: 5166, top1_acc: 0.7414, top5_acc: 0.9008, loss_cls: 1.0596, loss: 1.0596, grad_norm: 8.9897 2020-08-05 13:03:33,319 - mmaction - INFO - Epoch [86][2160/3757] lr: 1.000e-04, eta: 1 day, 5:21:23, time: 1.918, data_time: 0.015, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2259, loss: 1.2259, grad_norm: 9.7770 2020-08-05 13:04:10,031 - mmaction - INFO - Epoch [86][2180/3757] lr: 1.000e-04, eta: 1 day, 5:20:44, time: 1.836, data_time: 0.002, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1655, loss: 1.1655, grad_norm: 9.0491 2020-08-05 13:04:47,853 - mmaction - INFO - Epoch [86][2200/3757] lr: 1.000e-04, eta: 1 day, 5:20:04, time: 1.883, data_time: 0.008, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8922, loss_cls: 1.1097, loss: 1.1097, grad_norm: 8.6724 2020-08-05 13:05:26,386 - mmaction - INFO - Epoch [86][2220/3757] lr: 1.000e-04, eta: 1 day, 5:19:25, time: 1.927, data_time: 0.067, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8781, loss_cls: 1.1945, loss: 1.1945, grad_norm: 8.9272 2020-08-05 13:06:04,477 - mmaction - INFO - Epoch [86][2240/3757] lr: 1.000e-04, eta: 1 day, 5:18:46, time: 1.911, data_time: 0.422, memory: 5166, top1_acc: 0.6758, top5_acc: 0.8680, loss_cls: 1.2774, loss: 1.2774, grad_norm: 9.3952 2020-08-05 13:06:46,331 - mmaction - INFO - Epoch [86][2260/3757] lr: 1.000e-04, eta: 1 day, 5:18:08, time: 2.087, data_time: 0.530, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8641, loss_cls: 1.3009, loss: 1.3009, grad_norm: 9.2084 2020-08-05 13:07:26,273 - mmaction - INFO - Epoch [86][2280/3757] lr: 1.000e-04, eta: 1 day, 5:17:29, time: 2.004, data_time: 0.056, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8789, loss_cls: 1.1469, loss: 1.1469, grad_norm: 8.9448 2020-08-05 13:08:05,580 - mmaction - INFO - Epoch [86][2300/3757] lr: 1.000e-04, eta: 1 day, 5:16:50, time: 1.959, data_time: 0.007, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1766, loss: 1.1766, grad_norm: 9.1060 2020-08-05 13:08:41,925 - mmaction - INFO - Epoch [86][2320/3757] lr: 1.000e-04, eta: 1 day, 5:16:10, time: 1.822, data_time: 0.009, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8914, loss_cls: 1.1170, loss: 1.1170, grad_norm: 8.7331 2020-08-05 13:09:22,739 - mmaction - INFO - Epoch [86][2340/3757] lr: 1.000e-04, eta: 1 day, 5:15:32, time: 2.039, data_time: 0.004, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8852, loss_cls: 1.1684, loss: 1.1684, grad_norm: 9.0464 2020-08-05 13:10:00,915 - mmaction - INFO - Epoch [86][2360/3757] lr: 1.000e-04, eta: 1 day, 5:14:53, time: 1.912, data_time: 0.011, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.2076, loss: 1.2076, grad_norm: 9.2248 2020-08-05 13:10:39,264 - mmaction - INFO - Epoch [86][2380/3757] lr: 1.000e-04, eta: 1 day, 5:14:13, time: 1.916, data_time: 0.029, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8969, loss_cls: 1.1221, loss: 1.1221, grad_norm: 8.6851 2020-08-05 13:11:19,339 - mmaction - INFO - Epoch [86][2400/3757] lr: 1.000e-04, eta: 1 day, 5:13:35, time: 2.004, data_time: 0.003, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1471, loss: 1.1471, grad_norm: 8.9880 2020-08-05 13:11:57,530 - mmaction - INFO - Epoch [86][2420/3757] lr: 1.000e-04, eta: 1 day, 5:12:55, time: 1.902, data_time: 0.007, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1298, loss: 1.1298, grad_norm: 8.8783 2020-08-05 13:12:38,553 - mmaction - INFO - Epoch [86][2440/3757] lr: 1.000e-04, eta: 1 day, 5:12:17, time: 2.054, data_time: 0.011, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8859, loss_cls: 1.2202, loss: 1.2202, grad_norm: 9.0839 2020-08-05 13:13:15,731 - mmaction - INFO - Epoch [86][2460/3757] lr: 1.000e-04, eta: 1 day, 5:11:38, time: 1.864, data_time: 0.013, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8898, loss_cls: 1.2128, loss: 1.2128, grad_norm: 9.2502 2020-08-05 13:13:53,305 - mmaction - INFO - Epoch [86][2480/3757] lr: 1.000e-04, eta: 1 day, 5:10:58, time: 1.876, data_time: 0.066, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8680, loss_cls: 1.1931, loss: 1.1931, grad_norm: 8.9409 2020-08-05 13:14:34,771 - mmaction - INFO - Epoch [86][2500/3757] lr: 1.000e-04, eta: 1 day, 5:10:20, time: 2.076, data_time: 0.013, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8867, loss_cls: 1.2069, loss: 1.2069, grad_norm: 9.1936 2020-08-05 13:15:11,762 - mmaction - INFO - Epoch [86][2520/3757] lr: 1.000e-04, eta: 1 day, 5:09:40, time: 1.850, data_time: 0.048, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2329, loss: 1.2329, grad_norm: 9.1122 2020-08-05 13:15:52,003 - mmaction - INFO - Epoch [86][2540/3757] lr: 1.000e-04, eta: 1 day, 5:09:02, time: 2.009, data_time: 0.002, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8914, loss_cls: 1.1378, loss: 1.1378, grad_norm: 9.3521 2020-08-05 13:16:30,128 - mmaction - INFO - Epoch [86][2560/3757] lr: 1.000e-04, eta: 1 day, 5:08:22, time: 1.901, data_time: 0.256, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.1837, loss: 1.1837, grad_norm: 9.2782 2020-08-05 13:17:09,580 - mmaction - INFO - Epoch [86][2580/3757] lr: 1.000e-04, eta: 1 day, 5:07:44, time: 1.980, data_time: 0.940, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8875, loss_cls: 1.1704, loss: 1.1704, grad_norm: 9.2027 2020-08-05 13:17:47,241 - mmaction - INFO - Epoch [86][2600/3757] lr: 1.000e-04, eta: 1 day, 5:07:04, time: 1.877, data_time: 0.175, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8812, loss_cls: 1.1603, loss: 1.1603, grad_norm: 8.9485 2020-08-05 13:18:25,691 - mmaction - INFO - Epoch [86][2620/3757] lr: 1.000e-04, eta: 1 day, 5:06:25, time: 1.929, data_time: 0.589, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8836, loss_cls: 1.1372, loss: 1.1372, grad_norm: 9.0043 2020-08-05 13:19:04,770 - mmaction - INFO - Epoch [86][2640/3757] lr: 1.000e-04, eta: 1 day, 5:05:46, time: 1.946, data_time: 0.009, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8906, loss_cls: 1.1163, loss: 1.1163, grad_norm: 8.7044 2020-08-05 13:19:43,523 - mmaction - INFO - Epoch [86][2660/3757] lr: 1.000e-04, eta: 1 day, 5:05:07, time: 1.946, data_time: 0.126, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8961, loss_cls: 1.1670, loss: 1.1670, grad_norm: 9.3256 2020-08-05 13:20:25,132 - mmaction - INFO - Epoch [86][2680/3757] lr: 1.000e-04, eta: 1 day, 5:04:29, time: 2.073, data_time: 0.007, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.2250, loss: 1.2250, grad_norm: 9.2311 2020-08-05 13:21:01,775 - mmaction - INFO - Epoch [86][2700/3757] lr: 1.000e-04, eta: 1 day, 5:03:49, time: 1.839, data_time: 0.047, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.2069, loss: 1.2069, grad_norm: 9.3991 2020-08-05 13:21:43,883 - mmaction - INFO - Epoch [86][2720/3757] lr: 1.000e-04, eta: 1 day, 5:03:11, time: 2.096, data_time: 0.014, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8828, loss_cls: 1.1499, loss: 1.1499, grad_norm: 9.0352 2020-08-05 13:22:26,895 - mmaction - INFO - Epoch [86][2740/3757] lr: 1.000e-04, eta: 1 day, 5:02:33, time: 2.160, data_time: 0.106, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8945, loss_cls: 1.1125, loss: 1.1125, grad_norm: 8.9588 2020-08-05 13:23:00,231 - mmaction - INFO - Epoch [86][2760/3757] lr: 1.000e-04, eta: 1 day, 5:01:52, time: 1.667, data_time: 0.003, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.1394, loss: 1.1394, grad_norm: 9.1020 2020-08-05 13:23:40,782 - mmaction - INFO - Epoch [86][2780/3757] lr: 1.000e-04, eta: 1 day, 5:01:14, time: 2.019, data_time: 0.006, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8758, loss_cls: 1.1981, loss: 1.1981, grad_norm: 9.0211 2020-08-05 13:24:17,971 - mmaction - INFO - Epoch [86][2800/3757] lr: 1.000e-04, eta: 1 day, 5:00:34, time: 1.866, data_time: 0.010, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8898, loss_cls: 1.1134, loss: 1.1134, grad_norm: 9.0571 2020-08-05 13:24:58,454 - mmaction - INFO - Epoch [86][2820/3757] lr: 1.000e-04, eta: 1 day, 4:59:56, time: 2.018, data_time: 0.008, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8930, loss_cls: 1.1313, loss: 1.1313, grad_norm: 8.6278 2020-08-05 13:25:35,059 - mmaction - INFO - Epoch [86][2840/3757] lr: 1.000e-04, eta: 1 day, 4:59:16, time: 1.837, data_time: 0.011, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2206, loss: 1.2206, grad_norm: 9.3089 2020-08-05 13:26:13,362 - mmaction - INFO - Epoch [86][2860/3757] lr: 1.000e-04, eta: 1 day, 4:58:37, time: 1.914, data_time: 0.537, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8852, loss_cls: 1.1322, loss: 1.1322, grad_norm: 8.9373 2020-08-05 13:26:55,728 - mmaction - INFO - Epoch [86][2880/3757] lr: 1.000e-04, eta: 1 day, 4:57:59, time: 2.118, data_time: 0.251, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8688, loss_cls: 1.2322, loss: 1.2322, grad_norm: 9.2370 2020-08-05 13:27:32,352 - mmaction - INFO - Epoch [86][2900/3757] lr: 1.000e-04, eta: 1 day, 4:57:19, time: 1.830, data_time: 0.088, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.1453, loss: 1.1453, grad_norm: 8.8957 2020-08-05 13:28:14,738 - mmaction - INFO - Epoch [86][2920/3757] lr: 1.000e-04, eta: 1 day, 4:56:41, time: 2.120, data_time: 0.068, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.1744, loss: 1.1744, grad_norm: 9.0354 2020-08-05 13:28:50,636 - mmaction - INFO - Epoch [86][2940/3757] lr: 1.000e-04, eta: 1 day, 4:56:01, time: 1.793, data_time: 0.010, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8930, loss_cls: 1.1093, loss: 1.1093, grad_norm: 8.8135 2020-08-05 13:29:29,381 - mmaction - INFO - Epoch [86][2960/3757] lr: 1.000e-04, eta: 1 day, 4:55:22, time: 1.936, data_time: 0.272, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1495, loss: 1.1495, grad_norm: 9.2495 2020-08-05 13:30:09,745 - mmaction - INFO - Epoch [86][2980/3757] lr: 1.000e-04, eta: 1 day, 4:54:44, time: 2.020, data_time: 1.028, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.1832, loss: 1.1832, grad_norm: 9.2066 2020-08-05 13:30:45,537 - mmaction - INFO - Epoch [86][3000/3757] lr: 1.000e-04, eta: 1 day, 4:54:03, time: 1.789, data_time: 0.560, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8695, loss_cls: 1.2204, loss: 1.2204, grad_norm: 9.3105 2020-08-05 13:31:27,184 - mmaction - INFO - Epoch [86][3020/3757] lr: 1.000e-04, eta: 1 day, 4:53:25, time: 2.083, data_time: 0.698, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8883, loss_cls: 1.1280, loss: 1.1280, grad_norm: 8.9500 2020-08-05 13:32:02,108 - mmaction - INFO - Epoch [86][3040/3757] lr: 1.000e-04, eta: 1 day, 4:52:45, time: 1.744, data_time: 0.204, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8820, loss_cls: 1.1708, loss: 1.1708, grad_norm: 9.0709 2020-08-05 13:32:46,595 - mmaction - INFO - Epoch [86][3060/3757] lr: 1.000e-04, eta: 1 day, 4:52:08, time: 2.225, data_time: 0.007, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2369, loss: 1.2369, grad_norm: 9.2889 2020-08-05 13:33:25,564 - mmaction - INFO - Epoch [86][3080/3757] lr: 1.000e-04, eta: 1 day, 4:51:29, time: 1.950, data_time: 0.123, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8648, loss_cls: 1.2228, loss: 1.2228, grad_norm: 9.0851 2020-08-05 13:34:03,485 - mmaction - INFO - Epoch [86][3100/3757] lr: 1.000e-04, eta: 1 day, 4:50:49, time: 1.898, data_time: 0.004, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1371, loss: 1.1371, grad_norm: 8.9759 2020-08-05 13:34:45,127 - mmaction - INFO - Epoch [86][3120/3757] lr: 1.000e-04, eta: 1 day, 4:50:11, time: 2.074, data_time: 0.009, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8938, loss_cls: 1.1304, loss: 1.1304, grad_norm: 8.9184 2020-08-05 13:35:20,300 - mmaction - INFO - Epoch [86][3140/3757] lr: 1.000e-04, eta: 1 day, 4:49:31, time: 1.758, data_time: 0.011, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8836, loss_cls: 1.2225, loss: 1.2225, grad_norm: 9.2966 2020-08-05 13:35:57,389 - mmaction - INFO - Epoch [86][3160/3757] lr: 1.000e-04, eta: 1 day, 4:48:51, time: 1.862, data_time: 0.081, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.1918, loss: 1.1918, grad_norm: 9.3277 2020-08-05 13:36:38,728 - mmaction - INFO - Epoch [86][3180/3757] lr: 1.000e-04, eta: 1 day, 4:48:13, time: 2.065, data_time: 0.149, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1726, loss: 1.1726, grad_norm: 9.2338 2020-08-05 13:37:17,410 - mmaction - INFO - Epoch [86][3200/3757] lr: 1.000e-04, eta: 1 day, 4:47:34, time: 1.938, data_time: 0.388, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8719, loss_cls: 1.1903, loss: 1.1903, grad_norm: 9.1239 2020-08-05 13:37:57,152 - mmaction - INFO - Epoch [86][3220/3757] lr: 1.000e-04, eta: 1 day, 4:46:55, time: 1.982, data_time: 0.013, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.2344, loss: 1.2344, grad_norm: 9.2877 2020-08-05 13:38:36,228 - mmaction - INFO - Epoch [86][3240/3757] lr: 1.000e-04, eta: 1 day, 4:46:16, time: 1.954, data_time: 0.008, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8898, loss_cls: 1.1068, loss: 1.1068, grad_norm: 9.0641 2020-08-05 13:39:16,469 - mmaction - INFO - Epoch [86][3260/3757] lr: 1.000e-04, eta: 1 day, 4:45:38, time: 2.016, data_time: 0.012, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8781, loss_cls: 1.1377, loss: 1.1377, grad_norm: 8.7046 2020-08-05 13:39:54,589 - mmaction - INFO - Epoch [86][3280/3757] lr: 1.000e-04, eta: 1 day, 4:44:58, time: 1.907, data_time: 0.004, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8711, loss_cls: 1.2068, loss: 1.2068, grad_norm: 8.9798 2020-08-05 13:40:31,916 - mmaction - INFO - Epoch [86][3300/3757] lr: 1.000e-04, eta: 1 day, 4:44:19, time: 1.860, data_time: 0.009, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1384, loss: 1.1384, grad_norm: 8.9392 2020-08-05 13:41:13,823 - mmaction - INFO - Epoch [86][3320/3757] lr: 1.000e-04, eta: 1 day, 4:43:41, time: 2.102, data_time: 0.010, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8703, loss_cls: 1.2453, loss: 1.2453, grad_norm: 9.1442 2020-08-05 13:41:52,322 - mmaction - INFO - Epoch [86][3340/3757] lr: 1.000e-04, eta: 1 day, 4:43:02, time: 1.923, data_time: 0.008, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.1742, loss: 1.1742, grad_norm: 9.3571 2020-08-05 13:42:32,688 - mmaction - INFO - Epoch [86][3360/3757] lr: 1.000e-04, eta: 1 day, 4:42:23, time: 2.015, data_time: 0.005, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8977, loss_cls: 1.0777, loss: 1.0777, grad_norm: 8.7184 2020-08-05 13:43:10,842 - mmaction - INFO - Epoch [86][3380/3757] lr: 1.000e-04, eta: 1 day, 4:41:44, time: 1.911, data_time: 0.009, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8984, loss_cls: 1.1283, loss: 1.1283, grad_norm: 9.1721 2020-08-05 13:43:52,646 - mmaction - INFO - Epoch [86][3400/3757] lr: 1.000e-04, eta: 1 day, 4:41:06, time: 2.084, data_time: 0.010, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8727, loss_cls: 1.2492, loss: 1.2492, grad_norm: 9.3647 2020-08-05 13:44:31,066 - mmaction - INFO - Epoch [86][3420/3757] lr: 1.000e-04, eta: 1 day, 4:40:27, time: 1.928, data_time: 0.011, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8969, loss_cls: 1.1010, loss: 1.1010, grad_norm: 9.1751 2020-08-05 13:45:11,195 - mmaction - INFO - Epoch [86][3440/3757] lr: 1.000e-04, eta: 1 day, 4:39:48, time: 2.006, data_time: 0.009, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8820, loss_cls: 1.1993, loss: 1.1993, grad_norm: 9.0907 2020-08-05 13:45:50,715 - mmaction - INFO - Epoch [86][3460/3757] lr: 1.000e-04, eta: 1 day, 4:39:09, time: 1.976, data_time: 0.003, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8914, loss_cls: 1.1218, loss: 1.1218, grad_norm: 8.8863 2020-08-05 13:46:28,402 - mmaction - INFO - Epoch [86][3480/3757] lr: 1.000e-04, eta: 1 day, 4:38:30, time: 1.878, data_time: 0.009, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8648, loss_cls: 1.2492, loss: 1.2492, grad_norm: 9.2411 2020-08-05 13:47:01,866 - mmaction - INFO - Epoch [86][3500/3757] lr: 1.000e-04, eta: 1 day, 4:37:49, time: 1.679, data_time: 0.010, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8789, loss_cls: 1.1800, loss: 1.1800, grad_norm: 8.9035 2020-08-05 13:47:38,993 - mmaction - INFO - Epoch [86][3520/3757] lr: 1.000e-04, eta: 1 day, 4:37:09, time: 1.854, data_time: 0.009, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2195, loss: 1.2195, grad_norm: 9.4394 2020-08-05 13:48:20,952 - mmaction - INFO - Epoch [86][3540/3757] lr: 1.000e-04, eta: 1 day, 4:36:31, time: 2.100, data_time: 0.121, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8703, loss_cls: 1.1915, loss: 1.1915, grad_norm: 8.9138 2020-08-05 13:49:01,474 - mmaction - INFO - Epoch [86][3560/3757] lr: 1.000e-04, eta: 1 day, 4:35:53, time: 2.027, data_time: 0.010, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8898, loss_cls: 1.1569, loss: 1.1569, grad_norm: 9.1167 2020-08-05 13:49:39,283 - mmaction - INFO - Epoch [86][3580/3757] lr: 1.000e-04, eta: 1 day, 4:35:13, time: 1.889, data_time: 0.003, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.1643, loss: 1.1643, grad_norm: 9.0553 2020-08-05 13:50:21,420 - mmaction - INFO - Epoch [86][3600/3757] lr: 1.000e-04, eta: 1 day, 4:34:35, time: 2.101, data_time: 0.008, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.1684, loss: 1.1684, grad_norm: 9.0599 2020-08-05 13:51:01,123 - mmaction - INFO - Epoch [86][3620/3757] lr: 1.000e-04, eta: 1 day, 4:33:57, time: 1.992, data_time: 0.009, memory: 5166, top1_acc: 0.7414, top5_acc: 0.8867, loss_cls: 1.1052, loss: 1.1052, grad_norm: 8.7800 2020-08-05 13:51:39,677 - mmaction - INFO - Epoch [86][3640/3757] lr: 1.000e-04, eta: 1 day, 4:33:17, time: 1.927, data_time: 0.008, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2364, loss: 1.2364, grad_norm: 9.2891 2020-08-05 13:52:18,105 - mmaction - INFO - Epoch [86][3660/3757] lr: 1.000e-04, eta: 1 day, 4:32:38, time: 1.920, data_time: 0.143, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8844, loss_cls: 1.1319, loss: 1.1319, grad_norm: 9.0594 2020-08-05 13:52:57,635 - mmaction - INFO - Epoch [86][3680/3757] lr: 1.000e-04, eta: 1 day, 4:31:59, time: 1.968, data_time: 0.194, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8930, loss_cls: 1.1478, loss: 1.1478, grad_norm: 9.0947 2020-08-05 13:53:35,372 - mmaction - INFO - Epoch [86][3700/3757] lr: 1.000e-04, eta: 1 day, 4:31:20, time: 1.890, data_time: 0.219, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2274, loss: 1.2274, grad_norm: 9.1396 2020-08-05 13:54:17,099 - mmaction - INFO - Epoch [86][3720/3757] lr: 1.000e-04, eta: 1 day, 4:30:42, time: 2.092, data_time: 0.225, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1508, loss: 1.1508, grad_norm: 9.4631 2020-08-05 13:54:54,280 - mmaction - INFO - Epoch [86][3740/3757] lr: 1.000e-04, eta: 1 day, 4:30:02, time: 1.853, data_time: 0.695, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8781, loss_cls: 1.1744, loss: 1.1744, grad_norm: 9.2214 2020-08-05 13:55:21,100 - mmaction - INFO - Saving checkpoint at 86 epochs 2020-08-05 13:56:17,157 - mmaction - INFO - Epoch [87][20/3757] lr: 1.000e-04, eta: 1 day, 4:28:44, time: 2.735, data_time: 0.871, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8781, loss_cls: 1.1773, loss: 1.1773, grad_norm: 9.3848 2020-08-05 13:56:57,628 - mmaction - INFO - Epoch [87][40/3757] lr: 1.000e-04, eta: 1 day, 4:28:06, time: 2.017, data_time: 0.011, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8719, loss_cls: 1.1936, loss: 1.1936, grad_norm: 9.0257 2020-08-05 13:57:37,112 - mmaction - INFO - Epoch [87][60/3757] lr: 1.000e-04, eta: 1 day, 4:27:27, time: 1.980, data_time: 0.027, memory: 5166, top1_acc: 0.7352, top5_acc: 0.9070, loss_cls: 1.0782, loss: 1.0782, grad_norm: 9.0706 2020-08-05 13:58:16,813 - mmaction - INFO - Epoch [87][80/3757] lr: 1.000e-04, eta: 1 day, 4:26:48, time: 1.984, data_time: 0.007, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.2282, loss: 1.2282, grad_norm: 9.1008 2020-08-05 13:58:53,145 - mmaction - INFO - Epoch [87][100/3757] lr: 1.000e-04, eta: 1 day, 4:26:08, time: 1.819, data_time: 0.075, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8836, loss_cls: 1.1812, loss: 1.1812, grad_norm: 9.3571 2020-08-05 13:59:33,940 - mmaction - INFO - Epoch [87][120/3757] lr: 1.000e-04, eta: 1 day, 4:25:30, time: 2.034, data_time: 0.566, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.1773, loss: 1.1773, grad_norm: 8.9889 2020-08-05 14:00:12,892 - mmaction - INFO - Epoch [87][140/3757] lr: 1.000e-04, eta: 1 day, 4:24:51, time: 1.943, data_time: 0.803, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8938, loss_cls: 1.1308, loss: 1.1308, grad_norm: 9.1611 2020-08-05 14:00:52,920 - mmaction - INFO - Epoch [87][160/3757] lr: 1.000e-04, eta: 1 day, 4:24:12, time: 2.006, data_time: 0.158, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.1315, loss: 1.1315, grad_norm: 9.1156 2020-08-05 14:01:28,970 - mmaction - INFO - Epoch [87][180/3757] lr: 1.000e-04, eta: 1 day, 4:23:32, time: 1.809, data_time: 0.176, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8914, loss_cls: 1.1886, loss: 1.1886, grad_norm: 9.4406 2020-08-05 14:02:10,752 - mmaction - INFO - Epoch [87][200/3757] lr: 1.000e-04, eta: 1 day, 4:22:54, time: 2.085, data_time: 0.562, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8906, loss_cls: 1.1544, loss: 1.1544, grad_norm: 9.2455 2020-08-05 14:02:47,087 - mmaction - INFO - Epoch [87][220/3757] lr: 1.000e-04, eta: 1 day, 4:22:14, time: 1.821, data_time: 0.476, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8781, loss_cls: 1.1799, loss: 1.1799, grad_norm: 8.9378 2020-08-05 14:03:30,356 - mmaction - INFO - Epoch [87][240/3757] lr: 1.000e-04, eta: 1 day, 4:21:37, time: 2.164, data_time: 1.458, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8945, loss_cls: 1.1519, loss: 1.1519, grad_norm: 8.9509 2020-08-05 14:04:10,876 - mmaction - INFO - Epoch [87][260/3757] lr: 1.000e-04, eta: 1 day, 4:20:58, time: 2.024, data_time: 1.420, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1483, loss: 1.1483, grad_norm: 9.3986 2020-08-05 14:04:48,611 - mmaction - INFO - Epoch [87][280/3757] lr: 1.000e-04, eta: 1 day, 4:20:19, time: 1.885, data_time: 1.300, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8766, loss_cls: 1.2324, loss: 1.2324, grad_norm: 9.3664 2020-08-05 14:05:26,555 - mmaction - INFO - Epoch [87][300/3757] lr: 1.000e-04, eta: 1 day, 4:19:40, time: 1.895, data_time: 0.574, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8773, loss_cls: 1.1878, loss: 1.1878, grad_norm: 9.0162 2020-08-05 14:06:07,935 - mmaction - INFO - Epoch [87][320/3757] lr: 1.000e-04, eta: 1 day, 4:19:01, time: 2.073, data_time: 0.873, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.1462, loss: 1.1462, grad_norm: 9.0852 2020-08-05 14:06:43,400 - mmaction - INFO - Epoch [87][340/3757] lr: 1.000e-04, eta: 1 day, 4:18:21, time: 1.775, data_time: 0.566, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1608, loss: 1.1608, grad_norm: 8.8548 2020-08-05 14:07:24,973 - mmaction - INFO - Epoch [87][360/3757] lr: 1.000e-04, eta: 1 day, 4:17:43, time: 2.077, data_time: 0.537, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.1953, loss: 1.1953, grad_norm: 9.4576 2020-08-05 14:08:02,185 - mmaction - INFO - Epoch [87][380/3757] lr: 1.000e-04, eta: 1 day, 4:17:03, time: 1.861, data_time: 0.180, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1585, loss: 1.1585, grad_norm: 8.9429 2020-08-05 14:08:40,767 - mmaction - INFO - Epoch [87][400/3757] lr: 1.000e-04, eta: 1 day, 4:16:24, time: 1.923, data_time: 0.011, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8867, loss_cls: 1.1508, loss: 1.1508, grad_norm: 9.2288 2020-08-05 14:09:19,874 - mmaction - INFO - Epoch [87][420/3757] lr: 1.000e-04, eta: 1 day, 4:15:45, time: 1.962, data_time: 0.459, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8820, loss_cls: 1.1968, loss: 1.1968, grad_norm: 9.1552 2020-08-05 14:09:57,786 - mmaction - INFO - Epoch [87][440/3757] lr: 1.000e-04, eta: 1 day, 4:15:06, time: 1.892, data_time: 0.245, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1520, loss: 1.1520, grad_norm: 8.9604 2020-08-05 14:10:37,518 - mmaction - INFO - Epoch [87][460/3757] lr: 1.000e-04, eta: 1 day, 4:14:27, time: 1.990, data_time: 0.059, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8641, loss_cls: 1.2371, loss: 1.2371, grad_norm: 9.2470 2020-08-05 14:11:15,083 - mmaction - INFO - Epoch [87][480/3757] lr: 1.000e-04, eta: 1 day, 4:13:48, time: 1.874, data_time: 0.010, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1667, loss: 1.1667, grad_norm: 9.0525 2020-08-05 14:11:53,107 - mmaction - INFO - Epoch [87][500/3757] lr: 1.000e-04, eta: 1 day, 4:13:08, time: 1.907, data_time: 0.011, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1537, loss: 1.1537, grad_norm: 9.0489 2020-08-05 14:12:35,689 - mmaction - INFO - Epoch [87][520/3757] lr: 1.000e-04, eta: 1 day, 4:12:31, time: 2.121, data_time: 0.009, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8773, loss_cls: 1.1713, loss: 1.1713, grad_norm: 9.0412 2020-08-05 14:13:10,632 - mmaction - INFO - Epoch [87][540/3757] lr: 1.000e-04, eta: 1 day, 4:11:50, time: 1.754, data_time: 0.303, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.2065, loss: 1.2065, grad_norm: 9.3950 2020-08-05 14:13:50,608 - mmaction - INFO - Epoch [87][560/3757] lr: 1.000e-04, eta: 1 day, 4:11:12, time: 2.000, data_time: 0.990, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8953, loss_cls: 1.1623, loss: 1.1623, grad_norm: 9.1205 2020-08-05 14:14:32,472 - mmaction - INFO - Epoch [87][580/3757] lr: 1.000e-04, eta: 1 day, 4:10:34, time: 2.092, data_time: 1.045, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2004, loss: 1.2004, grad_norm: 9.0727 2020-08-05 14:15:10,267 - mmaction - INFO - Epoch [87][600/3757] lr: 1.000e-04, eta: 1 day, 4:09:54, time: 1.891, data_time: 0.871, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8828, loss_cls: 1.1870, loss: 1.1870, grad_norm: 9.2298 2020-08-05 14:15:47,912 - mmaction - INFO - Epoch [87][620/3757] lr: 1.000e-04, eta: 1 day, 4:09:15, time: 1.882, data_time: 0.157, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8812, loss_cls: 1.1858, loss: 1.1858, grad_norm: 9.0213 2020-08-05 14:16:30,607 - mmaction - INFO - Epoch [87][640/3757] lr: 1.000e-04, eta: 1 day, 4:08:37, time: 2.134, data_time: 0.011, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.1842, loss: 1.1842, grad_norm: 9.0458 2020-08-05 14:17:07,521 - mmaction - INFO - Epoch [87][660/3757] lr: 1.000e-04, eta: 1 day, 4:07:57, time: 1.845, data_time: 0.004, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8719, loss_cls: 1.1868, loss: 1.1868, grad_norm: 8.8624 2020-08-05 14:17:45,479 - mmaction - INFO - Epoch [87][680/3757] lr: 1.000e-04, eta: 1 day, 4:07:18, time: 1.899, data_time: 0.306, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8742, loss_cls: 1.2005, loss: 1.2005, grad_norm: 9.1708 2020-08-05 14:18:28,718 - mmaction - INFO - Epoch [87][700/3757] lr: 1.000e-04, eta: 1 day, 4:06:40, time: 2.155, data_time: 0.238, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1540, loss: 1.1540, grad_norm: 9.1076 2020-08-05 14:19:04,200 - mmaction - INFO - Epoch [87][720/3757] lr: 1.000e-04, eta: 1 day, 4:06:00, time: 1.780, data_time: 0.083, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8750, loss_cls: 1.2109, loss: 1.2109, grad_norm: 9.0358 2020-08-05 14:19:42,738 - mmaction - INFO - Epoch [87][740/3757] lr: 1.000e-04, eta: 1 day, 4:05:21, time: 1.926, data_time: 0.285, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8938, loss_cls: 1.1152, loss: 1.1152, grad_norm: 9.0824 2020-08-05 14:20:20,433 - mmaction - INFO - Epoch [87][760/3757] lr: 1.000e-04, eta: 1 day, 4:04:42, time: 1.882, data_time: 0.034, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.0991, loss: 1.0991, grad_norm: 8.8910 2020-08-05 14:21:02,597 - mmaction - INFO - Epoch [87][780/3757] lr: 1.000e-04, eta: 1 day, 4:04:04, time: 2.111, data_time: 0.010, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.0975, loss: 1.0975, grad_norm: 8.7505 2020-08-05 14:21:43,044 - mmaction - INFO - Epoch [87][800/3757] lr: 1.000e-04, eta: 1 day, 4:03:25, time: 2.019, data_time: 0.005, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1489, loss: 1.1489, grad_norm: 9.1633 2020-08-05 14:22:21,508 - mmaction - INFO - Epoch [87][820/3757] lr: 1.000e-04, eta: 1 day, 4:02:46, time: 1.928, data_time: 0.009, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1529, loss: 1.1529, grad_norm: 9.2973 2020-08-05 14:22:56,704 - mmaction - INFO - Epoch [87][840/3757] lr: 1.000e-04, eta: 1 day, 4:02:06, time: 1.760, data_time: 0.008, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8664, loss_cls: 1.2465, loss: 1.2465, grad_norm: 9.4952 2020-08-05 14:23:35,097 - mmaction - INFO - Epoch [87][860/3757] lr: 1.000e-04, eta: 1 day, 4:01:26, time: 1.918, data_time: 0.004, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1536, loss: 1.1536, grad_norm: 9.2016 2020-08-05 14:24:15,612 - mmaction - INFO - Epoch [87][880/3757] lr: 1.000e-04, eta: 1 day, 4:00:48, time: 2.028, data_time: 0.058, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8867, loss_cls: 1.1258, loss: 1.1258, grad_norm: 9.0796 2020-08-05 14:24:52,620 - mmaction - INFO - Epoch [87][900/3757] lr: 1.000e-04, eta: 1 day, 4:00:08, time: 1.850, data_time: 0.052, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8828, loss_cls: 1.1231, loss: 1.1231, grad_norm: 9.0777 2020-08-05 14:25:34,140 - mmaction - INFO - Epoch [87][920/3757] lr: 1.000e-04, eta: 1 day, 3:59:30, time: 2.068, data_time: 0.144, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8867, loss_cls: 1.1453, loss: 1.1453, grad_norm: 9.0291 2020-08-05 14:26:09,999 - mmaction - INFO - Epoch [87][940/3757] lr: 1.000e-04, eta: 1 day, 3:58:50, time: 1.801, data_time: 0.012, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8898, loss_cls: 1.1239, loss: 1.1239, grad_norm: 8.9229 2020-08-05 14:26:53,930 - mmaction - INFO - Epoch [87][960/3757] lr: 1.000e-04, eta: 1 day, 3:58:13, time: 2.190, data_time: 0.047, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.1958, loss: 1.1958, grad_norm: 9.1830 2020-08-05 14:27:33,255 - mmaction - INFO - Epoch [87][980/3757] lr: 1.000e-04, eta: 1 day, 3:57:34, time: 1.974, data_time: 0.225, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8914, loss_cls: 1.0915, loss: 1.0915, grad_norm: 9.0911 2020-08-05 14:28:10,526 - mmaction - INFO - Epoch [87][1000/3757] lr: 1.000e-04, eta: 1 day, 3:56:54, time: 1.860, data_time: 0.604, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.1748, loss: 1.1748, grad_norm: 9.0876 2020-08-05 14:28:50,613 - mmaction - INFO - Epoch [87][1020/3757] lr: 1.000e-04, eta: 1 day, 3:56:16, time: 2.007, data_time: 0.186, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8883, loss_cls: 1.1045, loss: 1.1045, grad_norm: 8.7604 2020-08-05 14:29:33,397 - mmaction - INFO - Epoch [87][1040/3757] lr: 1.000e-04, eta: 1 day, 3:55:38, time: 2.135, data_time: 1.125, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8945, loss_cls: 1.1624, loss: 1.1624, grad_norm: 8.9763 2020-08-05 14:30:08,384 - mmaction - INFO - Epoch [87][1060/3757] lr: 1.000e-04, eta: 1 day, 3:54:58, time: 1.754, data_time: 0.097, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8883, loss_cls: 1.1373, loss: 1.1373, grad_norm: 9.1860 2020-08-05 14:30:47,600 - mmaction - INFO - Epoch [87][1080/3757] lr: 1.000e-04, eta: 1 day, 3:54:19, time: 1.960, data_time: 0.003, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.1144, loss: 1.1144, grad_norm: 9.1239 2020-08-05 14:31:26,707 - mmaction - INFO - Epoch [87][1100/3757] lr: 1.000e-04, eta: 1 day, 3:53:40, time: 1.955, data_time: 0.011, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8867, loss_cls: 1.1614, loss: 1.1614, grad_norm: 9.0923 2020-08-05 14:32:05,605 - mmaction - INFO - Epoch [87][1120/3757] lr: 1.000e-04, eta: 1 day, 3:53:01, time: 1.938, data_time: 0.035, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8812, loss_cls: 1.2014, loss: 1.2014, grad_norm: 9.4781 2020-08-05 14:32:49,277 - mmaction - INFO - Epoch [87][1140/3757] lr: 1.000e-04, eta: 1 day, 3:52:23, time: 2.189, data_time: 0.453, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8711, loss_cls: 1.2172, loss: 1.2172, grad_norm: 9.2711 2020-08-05 14:33:22,806 - mmaction - INFO - Epoch [87][1160/3757] lr: 1.000e-04, eta: 1 day, 3:51:42, time: 1.678, data_time: 0.378, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.1574, loss: 1.1574, grad_norm: 9.0459 2020-08-05 14:34:03,079 - mmaction - INFO - Epoch [87][1180/3757] lr: 1.000e-04, eta: 1 day, 3:51:04, time: 2.007, data_time: 0.873, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8992, loss_cls: 1.0870, loss: 1.0870, grad_norm: 9.0364 2020-08-05 14:34:41,453 - mmaction - INFO - Epoch [87][1200/3757] lr: 1.000e-04, eta: 1 day, 3:50:25, time: 1.926, data_time: 0.127, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.1799, loss: 1.1799, grad_norm: 9.3022 2020-08-05 14:35:18,015 - mmaction - INFO - Epoch [87][1220/3757] lr: 1.000e-04, eta: 1 day, 3:49:45, time: 1.824, data_time: 0.770, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8805, loss_cls: 1.1611, loss: 1.1611, grad_norm: 8.9278 2020-08-05 14:35:57,837 - mmaction - INFO - Epoch [87][1240/3757] lr: 1.000e-04, eta: 1 day, 3:49:06, time: 1.994, data_time: 0.920, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8812, loss_cls: 1.1438, loss: 1.1438, grad_norm: 8.8568 2020-08-05 14:36:38,045 - mmaction - INFO - Epoch [87][1260/3757] lr: 1.000e-04, eta: 1 day, 3:48:27, time: 2.013, data_time: 1.088, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8773, loss_cls: 1.1792, loss: 1.1792, grad_norm: 9.0946 2020-08-05 14:37:20,347 - mmaction - INFO - Epoch [87][1280/3757] lr: 1.000e-04, eta: 1 day, 3:47:49, time: 2.115, data_time: 0.098, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1708, loss: 1.1708, grad_norm: 9.0741 2020-08-05 14:37:57,346 - mmaction - INFO - Epoch [87][1300/3757] lr: 1.000e-04, eta: 1 day, 3:47:10, time: 1.841, data_time: 0.007, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1622, loss: 1.1622, grad_norm: 8.8999 2020-08-05 14:38:32,198 - mmaction - INFO - Epoch [87][1320/3757] lr: 1.000e-04, eta: 1 day, 3:46:30, time: 1.751, data_time: 0.056, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.2173, loss: 1.2173, grad_norm: 9.4405 2020-08-05 14:39:09,505 - mmaction - INFO - Epoch [87][1340/3757] lr: 1.000e-04, eta: 1 day, 3:45:50, time: 1.857, data_time: 0.007, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8812, loss_cls: 1.1891, loss: 1.1891, grad_norm: 8.7919 2020-08-05 14:39:47,940 - mmaction - INFO - Epoch [87][1360/3757] lr: 1.000e-04, eta: 1 day, 3:45:11, time: 1.930, data_time: 0.026, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8773, loss_cls: 1.1753, loss: 1.1753, grad_norm: 9.2349 2020-08-05 14:40:31,161 - mmaction - INFO - Epoch [87][1380/3757] lr: 1.000e-04, eta: 1 day, 3:44:33, time: 2.159, data_time: 0.083, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8820, loss_cls: 1.2388, loss: 1.2388, grad_norm: 9.3680 2020-08-05 14:41:10,900 - mmaction - INFO - Epoch [87][1400/3757] lr: 1.000e-04, eta: 1 day, 3:43:54, time: 1.986, data_time: 0.005, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8727, loss_cls: 1.1696, loss: 1.1696, grad_norm: 9.1163 2020-08-05 14:41:46,760 - mmaction - INFO - Epoch [87][1420/3757] lr: 1.000e-04, eta: 1 day, 3:43:14, time: 1.795, data_time: 0.011, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8953, loss_cls: 1.1162, loss: 1.1162, grad_norm: 8.9090 2020-08-05 14:42:26,159 - mmaction - INFO - Epoch [87][1440/3757] lr: 1.000e-04, eta: 1 day, 3:42:36, time: 1.971, data_time: 0.008, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8906, loss_cls: 1.1869, loss: 1.1869, grad_norm: 9.3169 2020-08-05 14:43:04,531 - mmaction - INFO - Epoch [87][1460/3757] lr: 1.000e-04, eta: 1 day, 3:41:56, time: 1.915, data_time: 0.033, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8891, loss_cls: 1.1341, loss: 1.1341, grad_norm: 9.0221 2020-08-05 14:43:43,727 - mmaction - INFO - Epoch [87][1480/3757] lr: 1.000e-04, eta: 1 day, 3:41:17, time: 1.957, data_time: 0.723, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8852, loss_cls: 1.1688, loss: 1.1688, grad_norm: 8.8891 2020-08-05 14:44:21,711 - mmaction - INFO - Epoch [87][1500/3757] lr: 1.000e-04, eta: 1 day, 3:40:38, time: 1.907, data_time: 0.979, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8836, loss_cls: 1.2121, loss: 1.2121, grad_norm: 9.4104 2020-08-05 14:45:00,497 - mmaction - INFO - Epoch [87][1520/3757] lr: 1.000e-04, eta: 1 day, 3:39:59, time: 1.931, data_time: 0.952, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8672, loss_cls: 1.2067, loss: 1.2067, grad_norm: 9.2315 2020-08-05 14:45:40,586 - mmaction - INFO - Epoch [87][1540/3757] lr: 1.000e-04, eta: 1 day, 3:39:20, time: 2.010, data_time: 0.319, memory: 5166, top1_acc: 0.7367, top5_acc: 0.9023, loss_cls: 1.0551, loss: 1.0551, grad_norm: 8.7133 2020-08-05 14:46:18,068 - mmaction - INFO - Epoch [87][1560/3757] lr: 1.000e-04, eta: 1 day, 3:38:41, time: 1.876, data_time: 0.740, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.1313, loss: 1.1313, grad_norm: 9.0614 2020-08-05 14:46:58,644 - mmaction - INFO - Epoch [87][1580/3757] lr: 1.000e-04, eta: 1 day, 3:38:02, time: 2.023, data_time: 0.289, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8992, loss_cls: 1.0833, loss: 1.0833, grad_norm: 8.7710 2020-08-05 14:47:38,386 - mmaction - INFO - Epoch [87][1600/3757] lr: 1.000e-04, eta: 1 day, 3:37:24, time: 1.992, data_time: 0.947, memory: 5166, top1_acc: 0.7242, top5_acc: 0.9000, loss_cls: 1.0982, loss: 1.0982, grad_norm: 8.9721 2020-08-05 14:48:17,871 - mmaction - INFO - Epoch [87][1620/3757] lr: 1.000e-04, eta: 1 day, 3:36:45, time: 1.969, data_time: 1.121, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8891, loss_cls: 1.1443, loss: 1.1443, grad_norm: 8.8714 2020-08-05 14:48:57,166 - mmaction - INFO - Epoch [87][1640/3757] lr: 1.000e-04, eta: 1 day, 3:36:06, time: 1.971, data_time: 0.204, memory: 5166, top1_acc: 0.7430, top5_acc: 0.8781, loss_cls: 1.1419, loss: 1.1419, grad_norm: 8.7735 2020-08-05 14:51:54,002 - mmaction - INFO - Epoch [87][1660/3757] lr: 1.000e-04, eta: 1 day, 3:36:10, time: 8.838, data_time: 7.635, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8742, loss_cls: 1.1738, loss: 1.1738, grad_norm: 8.8923 2020-08-05 14:54:01,049 - mmaction - INFO - Epoch [87][1680/3757] lr: 1.000e-04, eta: 1 day, 3:35:58, time: 6.356, data_time: 5.500, memory: 5166, top1_acc: 0.7398, top5_acc: 0.8938, loss_cls: 1.0835, loss: 1.0835, grad_norm: 8.7730 2020-08-05 14:54:40,624 - mmaction - INFO - Epoch [87][1700/3757] lr: 1.000e-04, eta: 1 day, 3:35:19, time: 1.971, data_time: 1.202, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.1202, loss: 1.1202, grad_norm: 8.7690 2020-08-05 14:55:25,053 - mmaction - INFO - Epoch [87][1720/3757] lr: 1.000e-04, eta: 1 day, 3:34:42, time: 2.225, data_time: 0.266, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.0974, loss: 1.0974, grad_norm: 8.8920 2020-08-05 14:56:05,320 - mmaction - INFO - Epoch [87][1740/3757] lr: 1.000e-04, eta: 1 day, 3:34:03, time: 2.018, data_time: 0.006, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8875, loss_cls: 1.1409, loss: 1.1409, grad_norm: 9.1281 2020-08-05 14:56:38,665 - mmaction - INFO - Epoch [87][1760/3757] lr: 1.000e-04, eta: 1 day, 3:33:23, time: 1.665, data_time: 0.034, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8938, loss_cls: 1.1384, loss: 1.1384, grad_norm: 9.2392 2020-08-05 14:57:20,537 - mmaction - INFO - Epoch [87][1780/3757] lr: 1.000e-04, eta: 1 day, 3:32:44, time: 2.089, data_time: 0.059, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8875, loss_cls: 1.0971, loss: 1.0971, grad_norm: 8.9985 2020-08-05 14:58:01,269 - mmaction - INFO - Epoch [87][1800/3757] lr: 1.000e-04, eta: 1 day, 3:32:06, time: 2.036, data_time: 0.701, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8812, loss_cls: 1.1458, loss: 1.1458, grad_norm: 8.7221 2020-08-05 14:58:38,655 - mmaction - INFO - Epoch [87][1820/3757] lr: 1.000e-04, eta: 1 day, 3:31:26, time: 1.876, data_time: 0.989, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.2072, loss: 1.2072, grad_norm: 8.9846 2020-08-05 14:59:17,136 - mmaction - INFO - Epoch [87][1840/3757] lr: 1.000e-04, eta: 1 day, 3:30:47, time: 1.918, data_time: 1.332, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8883, loss_cls: 1.1470, loss: 1.1470, grad_norm: 9.1916 2020-08-05 14:59:56,215 - mmaction - INFO - Epoch [87][1860/3757] lr: 1.000e-04, eta: 1 day, 3:30:08, time: 1.961, data_time: 1.190, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8695, loss_cls: 1.2314, loss: 1.2314, grad_norm: 9.3063 2020-08-05 15:00:36,379 - mmaction - INFO - Epoch [87][1880/3757] lr: 1.000e-04, eta: 1 day, 3:29:30, time: 1.993, data_time: 1.177, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.1588, loss: 1.1588, grad_norm: 9.2366 2020-08-05 15:01:14,571 - mmaction - INFO - Epoch [87][1900/3757] lr: 1.000e-04, eta: 1 day, 3:28:50, time: 1.925, data_time: 1.340, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.2030, loss: 1.2030, grad_norm: 9.1077 2020-08-05 15:01:52,911 - mmaction - INFO - Epoch [87][1920/3757] lr: 1.000e-04, eta: 1 day, 3:28:11, time: 1.909, data_time: 1.317, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8914, loss_cls: 1.0843, loss: 1.0843, grad_norm: 8.6421 2020-08-05 15:02:28,922 - mmaction - INFO - Epoch [87][1940/3757] lr: 1.000e-04, eta: 1 day, 3:27:31, time: 1.807, data_time: 0.800, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8805, loss_cls: 1.1394, loss: 1.1394, grad_norm: 8.9245 2020-08-05 15:03:10,475 - mmaction - INFO - Epoch [87][1960/3757] lr: 1.000e-04, eta: 1 day, 3:26:53, time: 2.072, data_time: 0.036, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8820, loss_cls: 1.1719, loss: 1.1719, grad_norm: 9.1564 2020-08-05 15:03:47,353 - mmaction - INFO - Epoch [87][1980/3757] lr: 1.000e-04, eta: 1 day, 3:26:13, time: 1.842, data_time: 0.135, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8750, loss_cls: 1.2386, loss: 1.2386, grad_norm: 9.3428 2020-08-05 15:04:26,745 - mmaction - INFO - Epoch [87][2000/3757] lr: 1.000e-04, eta: 1 day, 3:25:34, time: 1.978, data_time: 0.011, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8859, loss_cls: 1.1811, loss: 1.1811, grad_norm: 9.1947 2020-08-05 15:05:07,430 - mmaction - INFO - Epoch [87][2020/3757] lr: 1.000e-04, eta: 1 day, 3:24:56, time: 2.033, data_time: 0.008, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2306, loss: 1.2306, grad_norm: 8.9572 2020-08-05 15:05:46,189 - mmaction - INFO - Epoch [87][2040/3757] lr: 1.000e-04, eta: 1 day, 3:24:17, time: 1.938, data_time: 0.006, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8961, loss_cls: 1.0993, loss: 1.0993, grad_norm: 8.7934 2020-08-05 15:06:25,652 - mmaction - INFO - Epoch [87][2060/3757] lr: 1.000e-04, eta: 1 day, 3:23:38, time: 1.974, data_time: 0.038, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.1789, loss: 1.1789, grad_norm: 9.0182 2020-08-05 15:07:05,407 - mmaction - INFO - Epoch [87][2080/3757] lr: 1.000e-04, eta: 1 day, 3:22:59, time: 1.988, data_time: 0.115, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1408, loss: 1.1408, grad_norm: 8.9043 2020-08-05 15:07:44,188 - mmaction - INFO - Epoch [87][2100/3757] lr: 1.000e-04, eta: 1 day, 3:22:20, time: 1.931, data_time: 0.008, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8953, loss_cls: 1.1263, loss: 1.1263, grad_norm: 9.0662 2020-08-05 15:08:20,528 - mmaction - INFO - Epoch [87][2120/3757] lr: 1.000e-04, eta: 1 day, 3:21:40, time: 1.825, data_time: 0.011, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1229, loss: 1.1229, grad_norm: 8.8003 2020-08-05 15:09:00,155 - mmaction - INFO - Epoch [87][2140/3757] lr: 1.000e-04, eta: 1 day, 3:21:01, time: 1.974, data_time: 0.008, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.2009, loss: 1.2009, grad_norm: 9.1837 2020-08-05 15:09:39,766 - mmaction - INFO - Epoch [87][2160/3757] lr: 1.000e-04, eta: 1 day, 3:20:22, time: 1.987, data_time: 0.011, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1516, loss: 1.1516, grad_norm: 9.1542 2020-08-05 15:10:18,234 - mmaction - INFO - Epoch [87][2180/3757] lr: 1.000e-04, eta: 1 day, 3:19:43, time: 1.918, data_time: 0.010, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1890, loss: 1.1890, grad_norm: 9.1500 2020-08-05 15:10:58,643 - mmaction - INFO - Epoch [87][2200/3757] lr: 1.000e-04, eta: 1 day, 3:19:04, time: 2.027, data_time: 0.011, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.1967, loss: 1.1967, grad_norm: 9.3631 2020-08-05 15:11:35,719 - mmaction - INFO - Epoch [87][2220/3757] lr: 1.000e-04, eta: 1 day, 3:18:25, time: 1.851, data_time: 0.006, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8969, loss_cls: 1.1205, loss: 1.1205, grad_norm: 8.9311 2020-08-05 15:12:14,445 - mmaction - INFO - Epoch [87][2240/3757] lr: 1.000e-04, eta: 1 day, 3:17:46, time: 1.935, data_time: 0.005, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8758, loss_cls: 1.2544, loss: 1.2544, grad_norm: 9.4593 2020-08-05 15:12:51,620 - mmaction - INFO - Epoch [87][2260/3757] lr: 1.000e-04, eta: 1 day, 3:17:06, time: 1.862, data_time: 0.364, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8648, loss_cls: 1.2468, loss: 1.2468, grad_norm: 9.0812 2020-08-05 15:13:34,721 - mmaction - INFO - Epoch [87][2280/3757] lr: 1.000e-04, eta: 1 day, 3:16:28, time: 2.151, data_time: 0.266, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8914, loss_cls: 1.1576, loss: 1.1576, grad_norm: 9.2551 2020-08-05 15:14:13,723 - mmaction - INFO - Epoch [87][2300/3757] lr: 1.000e-04, eta: 1 day, 3:15:49, time: 1.954, data_time: 0.012, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8867, loss_cls: 1.1363, loss: 1.1363, grad_norm: 9.2490 2020-08-05 15:14:53,593 - mmaction - INFO - Epoch [87][2320/3757] lr: 1.000e-04, eta: 1 day, 3:15:11, time: 1.992, data_time: 0.047, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8758, loss_cls: 1.2123, loss: 1.2123, grad_norm: 9.2018 2020-08-05 15:15:32,971 - mmaction - INFO - Epoch [87][2340/3757] lr: 1.000e-04, eta: 1 day, 3:14:32, time: 1.967, data_time: 0.007, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8969, loss_cls: 1.0874, loss: 1.0874, grad_norm: 8.8940 2020-08-05 15:16:11,460 - mmaction - INFO - Epoch [87][2360/3757] lr: 1.000e-04, eta: 1 day, 3:13:52, time: 1.928, data_time: 0.007, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8789, loss_cls: 1.1707, loss: 1.1707, grad_norm: 8.8477 2020-08-05 15:16:51,223 - mmaction - INFO - Epoch [87][2380/3757] lr: 1.000e-04, eta: 1 day, 3:13:14, time: 1.980, data_time: 0.004, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1773, loss: 1.1773, grad_norm: 9.0619 2020-08-05 15:17:28,592 - mmaction - INFO - Epoch [87][2400/3757] lr: 1.000e-04, eta: 1 day, 3:12:34, time: 1.868, data_time: 0.012, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.1165, loss: 1.1165, grad_norm: 9.1645 2020-08-05 15:18:07,609 - mmaction - INFO - Epoch [87][2420/3757] lr: 1.000e-04, eta: 1 day, 3:11:55, time: 1.953, data_time: 0.076, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8789, loss_cls: 1.2231, loss: 1.2231, grad_norm: 9.4706 2020-08-05 15:18:46,922 - mmaction - INFO - Epoch [87][2440/3757] lr: 1.000e-04, eta: 1 day, 3:11:16, time: 1.972, data_time: 0.010, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8797, loss_cls: 1.1617, loss: 1.1617, grad_norm: 9.0584 2020-08-05 15:19:30,308 - mmaction - INFO - Epoch [87][2460/3757] lr: 1.000e-04, eta: 1 day, 3:10:38, time: 2.170, data_time: 0.049, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8977, loss_cls: 1.1299, loss: 1.1299, grad_norm: 9.2220 2020-08-05 15:20:04,934 - mmaction - INFO - Epoch [87][2480/3757] lr: 1.000e-04, eta: 1 day, 3:09:58, time: 1.731, data_time: 0.004, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8906, loss_cls: 1.0908, loss: 1.0908, grad_norm: 9.0305 2020-08-05 15:20:48,348 - mmaction - INFO - Epoch [87][2500/3757] lr: 1.000e-04, eta: 1 day, 3:09:20, time: 2.171, data_time: 0.003, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1515, loss: 1.1515, grad_norm: 9.0193 2020-08-05 15:21:24,239 - mmaction - INFO - Epoch [87][2520/3757] lr: 1.000e-04, eta: 1 day, 3:08:40, time: 1.792, data_time: 0.004, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.1562, loss: 1.1562, grad_norm: 9.0237 2020-08-05 15:22:01,175 - mmaction - INFO - Epoch [87][2540/3757] lr: 1.000e-04, eta: 1 day, 3:08:01, time: 1.844, data_time: 0.011, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2561, loss: 1.2561, grad_norm: 9.5037 2020-08-05 15:22:40,745 - mmaction - INFO - Epoch [87][2560/3757] lr: 1.000e-04, eta: 1 day, 3:07:22, time: 1.985, data_time: 0.009, memory: 5166, top1_acc: 0.7422, top5_acc: 0.8867, loss_cls: 1.1131, loss: 1.1131, grad_norm: 9.2154 2020-08-05 15:23:25,079 - mmaction - INFO - Epoch [87][2580/3757] lr: 1.000e-04, eta: 1 day, 3:06:44, time: 2.217, data_time: 0.008, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1261, loss: 1.1261, grad_norm: 8.9303 2020-08-05 15:24:02,644 - mmaction - INFO - Epoch [87][2600/3757] lr: 1.000e-04, eta: 1 day, 3:06:05, time: 1.872, data_time: 0.002, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8797, loss_cls: 1.1839, loss: 1.1839, grad_norm: 9.1618 2020-08-05 15:24:38,883 - mmaction - INFO - Epoch [87][2620/3757] lr: 1.000e-04, eta: 1 day, 3:05:25, time: 1.817, data_time: 0.010, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8664, loss_cls: 1.2356, loss: 1.2356, grad_norm: 9.3730 2020-08-05 15:25:17,886 - mmaction - INFO - Epoch [87][2640/3757] lr: 1.000e-04, eta: 1 day, 3:04:46, time: 1.947, data_time: 0.009, memory: 5166, top1_acc: 0.7086, top5_acc: 0.9023, loss_cls: 1.1322, loss: 1.1322, grad_norm: 9.2728 2020-08-05 15:25:59,186 - mmaction - INFO - Epoch [87][2660/3757] lr: 1.000e-04, eta: 1 day, 3:04:08, time: 2.069, data_time: 0.010, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1322, loss: 1.1322, grad_norm: 8.9119 2020-08-05 15:26:36,526 - mmaction - INFO - Epoch [87][2680/3757] lr: 1.000e-04, eta: 1 day, 3:03:28, time: 1.862, data_time: 0.006, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1560, loss: 1.1560, grad_norm: 9.0687 2020-08-05 15:27:15,906 - mmaction - INFO - Epoch [87][2700/3757] lr: 1.000e-04, eta: 1 day, 3:02:49, time: 1.972, data_time: 0.009, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1327, loss: 1.1327, grad_norm: 9.4339 2020-08-05 15:27:56,563 - mmaction - INFO - Epoch [87][2720/3757] lr: 1.000e-04, eta: 1 day, 3:02:11, time: 2.030, data_time: 0.009, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8805, loss_cls: 1.1685, loss: 1.1685, grad_norm: 8.9388 2020-08-05 15:28:36,343 - mmaction - INFO - Epoch [87][2740/3757] lr: 1.000e-04, eta: 1 day, 3:01:32, time: 1.991, data_time: 0.007, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8891, loss_cls: 1.0869, loss: 1.0869, grad_norm: 8.8337 2020-08-05 15:29:14,842 - mmaction - INFO - Epoch [87][2760/3757] lr: 1.000e-04, eta: 1 day, 3:00:53, time: 1.924, data_time: 0.009, memory: 5166, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0398, loss: 1.0398, grad_norm: 8.6060 2020-08-05 15:29:54,008 - mmaction - INFO - Epoch [87][2780/3757] lr: 1.000e-04, eta: 1 day, 3:00:14, time: 1.960, data_time: 0.005, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8875, loss_cls: 1.1658, loss: 1.1658, grad_norm: 9.1492 2020-08-05 15:30:33,224 - mmaction - INFO - Epoch [87][2800/3757] lr: 1.000e-04, eta: 1 day, 2:59:35, time: 1.955, data_time: 0.007, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8906, loss_cls: 1.1211, loss: 1.1211, grad_norm: 8.7180 2020-08-05 15:31:10,977 - mmaction - INFO - Epoch [87][2820/3757] lr: 1.000e-04, eta: 1 day, 2:58:55, time: 1.894, data_time: 0.009, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8703, loss_cls: 1.2187, loss: 1.2187, grad_norm: 9.1210 2020-08-05 15:31:48,258 - mmaction - INFO - Epoch [87][2840/3757] lr: 1.000e-04, eta: 1 day, 2:58:16, time: 1.863, data_time: 0.007, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8750, loss_cls: 1.2173, loss: 1.2173, grad_norm: 9.3422 2020-08-05 15:32:27,558 - mmaction - INFO - Epoch [87][2860/3757] lr: 1.000e-04, eta: 1 day, 2:57:37, time: 1.967, data_time: 0.004, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8875, loss_cls: 1.1406, loss: 1.1406, grad_norm: 9.0933 2020-08-05 15:33:08,888 - mmaction - INFO - Epoch [87][2880/3757] lr: 1.000e-04, eta: 1 day, 2:56:59, time: 2.063, data_time: 0.143, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.1942, loss: 1.1942, grad_norm: 9.0318 2020-08-05 15:33:49,547 - mmaction - INFO - Epoch [87][2900/3757] lr: 1.000e-04, eta: 1 day, 2:56:20, time: 2.029, data_time: 0.006, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2252, loss: 1.2252, grad_norm: 9.4497 2020-08-05 15:34:29,837 - mmaction - INFO - Epoch [87][2920/3757] lr: 1.000e-04, eta: 1 day, 2:55:41, time: 2.021, data_time: 0.010, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8906, loss_cls: 1.1240, loss: 1.1240, grad_norm: 9.0998 2020-08-05 15:35:04,787 - mmaction - INFO - Epoch [87][2940/3757] lr: 1.000e-04, eta: 1 day, 2:55:01, time: 1.747, data_time: 0.005, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8844, loss_cls: 1.1231, loss: 1.1231, grad_norm: 9.0768 2020-08-05 15:35:45,791 - mmaction - INFO - Epoch [87][2960/3757] lr: 1.000e-04, eta: 1 day, 2:54:23, time: 2.045, data_time: 0.008, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8844, loss_cls: 1.1389, loss: 1.1389, grad_norm: 8.8914 2020-08-05 15:36:24,056 - mmaction - INFO - Epoch [87][2980/3757] lr: 1.000e-04, eta: 1 day, 2:53:43, time: 1.919, data_time: 0.008, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8664, loss_cls: 1.2873, loss: 1.2873, grad_norm: 9.1613 2020-08-05 15:37:04,523 - mmaction - INFO - Epoch [87][3000/3757] lr: 1.000e-04, eta: 1 day, 2:53:05, time: 2.016, data_time: 0.007, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1487, loss: 1.1487, grad_norm: 8.9233 2020-08-05 15:37:44,335 - mmaction - INFO - Epoch [87][3020/3757] lr: 1.000e-04, eta: 1 day, 2:52:26, time: 1.997, data_time: 0.009, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.1735, loss: 1.1735, grad_norm: 9.2402 2020-08-05 15:38:23,241 - mmaction - INFO - Epoch [87][3040/3757] lr: 1.000e-04, eta: 1 day, 2:51:47, time: 1.937, data_time: 0.008, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8820, loss_cls: 1.1503, loss: 1.1503, grad_norm: 9.2223 2020-08-05 15:39:02,740 - mmaction - INFO - Epoch [87][3060/3757] lr: 1.000e-04, eta: 1 day, 2:51:08, time: 1.976, data_time: 0.025, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8680, loss_cls: 1.1834, loss: 1.1834, grad_norm: 9.1726 2020-08-05 15:39:43,125 - mmaction - INFO - Epoch [87][3080/3757] lr: 1.000e-04, eta: 1 day, 2:50:29, time: 2.026, data_time: 0.010, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8695, loss_cls: 1.2208, loss: 1.2208, grad_norm: 9.1082 2020-08-05 15:40:18,820 - mmaction - INFO - Epoch [87][3100/3757] lr: 1.000e-04, eta: 1 day, 2:49:49, time: 1.782, data_time: 0.014, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1301, loss: 1.1301, grad_norm: 9.0462 2020-08-05 15:41:02,405 - mmaction - INFO - Epoch [87][3120/3757] lr: 1.000e-04, eta: 1 day, 2:49:12, time: 2.176, data_time: 0.008, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1750, loss: 1.1750, grad_norm: 9.1539 2020-08-05 15:41:42,453 - mmaction - INFO - Epoch [87][3140/3757] lr: 1.000e-04, eta: 1 day, 2:48:33, time: 2.006, data_time: 0.009, memory: 5166, top1_acc: 0.7070, top5_acc: 0.9008, loss_cls: 1.1380, loss: 1.1380, grad_norm: 9.1932 2020-08-05 15:42:19,203 - mmaction - INFO - Epoch [87][3160/3757] lr: 1.000e-04, eta: 1 day, 2:47:53, time: 1.836, data_time: 0.007, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8852, loss_cls: 1.1517, loss: 1.1517, grad_norm: 8.9380 2020-08-05 15:42:55,705 - mmaction - INFO - Epoch [87][3180/3757] lr: 1.000e-04, eta: 1 day, 2:47:14, time: 1.827, data_time: 0.429, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8836, loss_cls: 1.1622, loss: 1.1622, grad_norm: 9.2443 2020-08-05 15:43:36,540 - mmaction - INFO - Epoch [87][3200/3757] lr: 1.000e-04, eta: 1 day, 2:46:35, time: 2.034, data_time: 0.143, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8969, loss_cls: 1.0742, loss: 1.0742, grad_norm: 8.7921 2020-08-05 15:44:15,211 - mmaction - INFO - Epoch [87][3220/3757] lr: 1.000e-04, eta: 1 day, 2:45:56, time: 1.943, data_time: 0.344, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8852, loss_cls: 1.1373, loss: 1.1373, grad_norm: 8.9978 2020-08-05 15:44:52,012 - mmaction - INFO - Epoch [87][3240/3757] lr: 1.000e-04, eta: 1 day, 2:45:16, time: 1.836, data_time: 0.008, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.1228, loss: 1.1228, grad_norm: 8.9004 2020-08-05 15:45:31,539 - mmaction - INFO - Epoch [87][3260/3757] lr: 1.000e-04, eta: 1 day, 2:44:37, time: 1.978, data_time: 0.063, memory: 5166, top1_acc: 0.7336, top5_acc: 0.9031, loss_cls: 1.0501, loss: 1.0501, grad_norm: 8.6473 2020-08-05 15:46:08,394 - mmaction - INFO - Epoch [87][3280/3757] lr: 1.000e-04, eta: 1 day, 2:43:58, time: 1.846, data_time: 0.008, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8906, loss_cls: 1.1510, loss: 1.1510, grad_norm: 9.2297 2020-08-05 15:46:51,302 - mmaction - INFO - Epoch [87][3300/3757] lr: 1.000e-04, eta: 1 day, 2:43:20, time: 2.144, data_time: 0.008, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8820, loss_cls: 1.1381, loss: 1.1381, grad_norm: 9.0039 2020-08-05 15:47:27,264 - mmaction - INFO - Epoch [87][3320/3757] lr: 1.000e-04, eta: 1 day, 2:42:40, time: 1.795, data_time: 0.004, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8766, loss_cls: 1.1544, loss: 1.1544, grad_norm: 9.0709 2020-08-05 15:48:05,534 - mmaction - INFO - Epoch [87][3340/3757] lr: 1.000e-04, eta: 1 day, 2:42:01, time: 1.917, data_time: 0.101, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8711, loss_cls: 1.2450, loss: 1.2450, grad_norm: 9.4066 2020-08-05 15:48:48,050 - mmaction - INFO - Epoch [87][3360/3757] lr: 1.000e-04, eta: 1 day, 2:41:23, time: 2.124, data_time: 0.027, memory: 5166, top1_acc: 0.7430, top5_acc: 0.8938, loss_cls: 1.1090, loss: 1.1090, grad_norm: 9.0531 2020-08-05 15:49:27,972 - mmaction - INFO - Epoch [87][3380/3757] lr: 1.000e-04, eta: 1 day, 2:40:44, time: 1.998, data_time: 0.005, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8875, loss_cls: 1.1696, loss: 1.1696, grad_norm: 9.1251 2020-08-05 15:50:07,540 - mmaction - INFO - Epoch [87][3400/3757] lr: 1.000e-04, eta: 1 day, 2:40:05, time: 1.978, data_time: 0.008, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8977, loss_cls: 1.1143, loss: 1.1143, grad_norm: 9.0340 2020-08-05 15:50:39,774 - mmaction - INFO - Epoch [87][3420/3757] lr: 1.000e-04, eta: 1 day, 2:39:24, time: 1.612, data_time: 0.165, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1770, loss: 1.1770, grad_norm: 9.0909 2020-08-05 15:51:20,547 - mmaction - INFO - Epoch [87][3440/3757] lr: 1.000e-04, eta: 1 day, 2:38:45, time: 2.039, data_time: 0.338, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.1328, loss: 1.1328, grad_norm: 8.7742 2020-08-05 15:51:59,750 - mmaction - INFO - Epoch [87][3460/3757] lr: 1.000e-04, eta: 1 day, 2:38:06, time: 1.961, data_time: 0.264, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8773, loss_cls: 1.1528, loss: 1.1528, grad_norm: 8.8628 2020-08-05 15:52:37,423 - mmaction - INFO - Epoch [87][3480/3757] lr: 1.000e-04, eta: 1 day, 2:37:27, time: 1.883, data_time: 0.803, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8906, loss_cls: 1.2150, loss: 1.2150, grad_norm: 9.9368 2020-08-05 15:53:18,482 - mmaction - INFO - Epoch [87][3500/3757] lr: 1.000e-04, eta: 1 day, 2:36:49, time: 2.048, data_time: 1.273, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8836, loss_cls: 1.1866, loss: 1.1866, grad_norm: 9.2096 2020-08-05 15:53:58,189 - mmaction - INFO - Epoch [87][3520/3757] lr: 1.000e-04, eta: 1 day, 2:36:10, time: 1.992, data_time: 0.954, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1299, loss: 1.1299, grad_norm: 9.0222 2020-08-05 15:54:36,552 - mmaction - INFO - Epoch [87][3540/3757] lr: 1.000e-04, eta: 1 day, 2:35:31, time: 1.908, data_time: 0.170, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8789, loss_cls: 1.2312, loss: 1.2312, grad_norm: 9.6203 2020-08-05 15:55:15,562 - mmaction - INFO - Epoch [87][3560/3757] lr: 1.000e-04, eta: 1 day, 2:34:51, time: 1.952, data_time: 0.320, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8625, loss_cls: 1.2398, loss: 1.2398, grad_norm: 9.3716 2020-08-05 15:55:52,247 - mmaction - INFO - Epoch [87][3580/3757] lr: 1.000e-04, eta: 1 day, 2:34:12, time: 1.841, data_time: 0.212, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8992, loss_cls: 1.0636, loss: 1.0636, grad_norm: 8.8535 2020-08-05 15:56:35,414 - mmaction - INFO - Epoch [87][3600/3757] lr: 1.000e-04, eta: 1 day, 2:33:34, time: 2.152, data_time: 0.016, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8633, loss_cls: 1.2775, loss: 1.2775, grad_norm: 9.3906 2020-08-05 15:57:12,145 - mmaction - INFO - Epoch [87][3620/3757] lr: 1.000e-04, eta: 1 day, 2:32:54, time: 1.842, data_time: 0.010, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1687, loss: 1.1687, grad_norm: 9.5180 2020-08-05 15:57:50,566 - mmaction - INFO - Epoch [87][3640/3757] lr: 1.000e-04, eta: 1 day, 2:32:15, time: 1.916, data_time: 0.009, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8938, loss_cls: 1.0892, loss: 1.0892, grad_norm: 8.9980 2020-08-05 15:58:29,812 - mmaction - INFO - Epoch [87][3660/3757] lr: 1.000e-04, eta: 1 day, 2:31:36, time: 1.962, data_time: 0.008, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.1096, loss: 1.1096, grad_norm: 9.4969 2020-08-05 15:59:10,131 - mmaction - INFO - Epoch [87][3680/3757] lr: 1.000e-04, eta: 1 day, 2:30:57, time: 2.022, data_time: 0.010, memory: 5166, top1_acc: 0.7406, top5_acc: 0.8773, loss_cls: 1.1125, loss: 1.1125, grad_norm: 8.7191 2020-08-05 15:59:49,756 - mmaction - INFO - Epoch [87][3700/3757] lr: 1.000e-04, eta: 1 day, 2:30:19, time: 1.972, data_time: 0.009, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8711, loss_cls: 1.1696, loss: 1.1696, grad_norm: 9.1544 2020-08-05 16:00:29,982 - mmaction - INFO - Epoch [87][3720/3757] lr: 1.000e-04, eta: 1 day, 2:29:40, time: 2.004, data_time: 0.305, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1978, loss: 1.1978, grad_norm: 9.3519 2020-08-05 16:01:07,570 - mmaction - INFO - Epoch [87][3740/3757] lr: 1.000e-04, eta: 1 day, 2:29:00, time: 1.893, data_time: 0.043, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8781, loss_cls: 1.1842, loss: 1.1842, grad_norm: 9.0955 2020-08-05 16:01:35,413 - mmaction - INFO - Saving checkpoint at 87 epochs 2020-08-05 16:02:34,549 - mmaction - INFO - Epoch [88][20/3757] lr: 1.000e-04, eta: 1 day, 2:27:44, time: 2.856, data_time: 1.089, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8766, loss_cls: 1.2073, loss: 1.2073, grad_norm: 9.4923 2020-08-05 16:03:15,851 - mmaction - INFO - Epoch [88][40/3757] lr: 1.000e-04, eta: 1 day, 2:27:05, time: 2.067, data_time: 0.014, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8945, loss_cls: 1.0974, loss: 1.0974, grad_norm: 8.8108 2020-08-05 16:03:50,724 - mmaction - INFO - Epoch [88][60/3757] lr: 1.000e-04, eta: 1 day, 2:26:25, time: 1.747, data_time: 0.012, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8742, loss_cls: 1.1704, loss: 1.1704, grad_norm: 8.9162 2020-08-05 16:04:29,455 - mmaction - INFO - Epoch [88][80/3757] lr: 1.000e-04, eta: 1 day, 2:25:46, time: 1.930, data_time: 0.076, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8859, loss_cls: 1.1575, loss: 1.1575, grad_norm: 9.0027 2020-08-05 16:05:13,125 - mmaction - INFO - Epoch [88][100/3757] lr: 1.000e-04, eta: 1 day, 2:25:08, time: 2.183, data_time: 0.010, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.1908, loss: 1.1908, grad_norm: 9.0612 2020-08-05 16:05:48,654 - mmaction - INFO - Epoch [88][120/3757] lr: 1.000e-04, eta: 1 day, 2:24:28, time: 1.784, data_time: 0.011, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8953, loss_cls: 1.0833, loss: 1.0833, grad_norm: 8.6949 2020-08-05 16:06:29,788 - mmaction - INFO - Epoch [88][140/3757] lr: 1.000e-04, eta: 1 day, 2:23:50, time: 2.051, data_time: 0.037, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8875, loss_cls: 1.1518, loss: 1.1518, grad_norm: 9.1409 2020-08-05 16:07:10,561 - mmaction - INFO - Epoch [88][160/3757] lr: 1.000e-04, eta: 1 day, 2:23:11, time: 2.035, data_time: 0.060, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8750, loss_cls: 1.1761, loss: 1.1761, grad_norm: 9.0873 2020-08-05 16:07:47,198 - mmaction - INFO - Epoch [88][180/3757] lr: 1.000e-04, eta: 1 day, 2:22:32, time: 1.841, data_time: 0.012, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8898, loss_cls: 1.1016, loss: 1.1016, grad_norm: 8.8020 2020-08-05 16:08:26,217 - mmaction - INFO - Epoch [88][200/3757] lr: 1.000e-04, eta: 1 day, 2:21:53, time: 1.952, data_time: 0.008, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1461, loss: 1.1461, grad_norm: 9.1349 2020-08-05 16:09:06,176 - mmaction - INFO - Epoch [88][220/3757] lr: 1.000e-04, eta: 1 day, 2:21:14, time: 1.997, data_time: 0.134, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8688, loss_cls: 1.2149, loss: 1.2149, grad_norm: 9.1827 2020-08-05 16:09:43,804 - mmaction - INFO - Epoch [88][240/3757] lr: 1.000e-04, eta: 1 day, 2:20:35, time: 1.882, data_time: 0.009, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8773, loss_cls: 1.1692, loss: 1.1692, grad_norm: 9.1493 2020-08-05 16:10:21,734 - mmaction - INFO - Epoch [88][260/3757] lr: 1.000e-04, eta: 1 day, 2:19:55, time: 1.891, data_time: 0.009, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8836, loss_cls: 1.1496, loss: 1.1496, grad_norm: 9.1355 2020-08-05 16:10:57,415 - mmaction - INFO - Epoch [88][280/3757] lr: 1.000e-04, eta: 1 day, 2:19:15, time: 1.788, data_time: 0.009, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8953, loss_cls: 1.1036, loss: 1.1036, grad_norm: 8.9938 2020-08-05 16:11:42,796 - mmaction - INFO - Epoch [88][300/3757] lr: 1.000e-04, eta: 1 day, 2:18:38, time: 2.269, data_time: 0.195, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1726, loss: 1.1726, grad_norm: 9.1424 2020-08-05 16:12:19,051 - mmaction - INFO - Epoch [88][320/3757] lr: 1.000e-04, eta: 1 day, 2:17:58, time: 1.812, data_time: 0.005, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8906, loss_cls: 1.1309, loss: 1.1309, grad_norm: 9.0907 2020-08-05 16:12:57,350 - mmaction - INFO - Epoch [88][340/3757] lr: 1.000e-04, eta: 1 day, 2:17:19, time: 1.915, data_time: 0.035, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8984, loss_cls: 1.1132, loss: 1.1132, grad_norm: 8.8540 2020-08-05 16:13:36,449 - mmaction - INFO - Epoch [88][360/3757] lr: 1.000e-04, eta: 1 day, 2:16:40, time: 1.953, data_time: 0.015, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1338, loss: 1.1338, grad_norm: 9.2614 2020-08-05 16:14:13,808 - mmaction - INFO - Epoch [88][380/3757] lr: 1.000e-04, eta: 1 day, 2:16:00, time: 1.871, data_time: 0.154, memory: 5166, top1_acc: 0.7461, top5_acc: 0.8953, loss_cls: 1.0848, loss: 1.0848, grad_norm: 9.0176 2020-08-05 16:14:52,622 - mmaction - INFO - Epoch [88][400/3757] lr: 1.000e-04, eta: 1 day, 2:15:21, time: 1.936, data_time: 0.021, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8914, loss_cls: 1.1497, loss: 1.1497, grad_norm: 9.1828 2020-08-05 16:15:31,610 - mmaction - INFO - Epoch [88][420/3757] lr: 1.000e-04, eta: 1 day, 2:14:42, time: 1.955, data_time: 0.108, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8820, loss_cls: 1.1582, loss: 1.1582, grad_norm: 9.0009 2020-08-05 16:16:11,100 - mmaction - INFO - Epoch [88][440/3757] lr: 1.000e-04, eta: 1 day, 2:14:03, time: 1.972, data_time: 0.934, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8773, loss_cls: 1.2067, loss: 1.2067, grad_norm: 9.4438 2020-08-05 16:16:51,028 - mmaction - INFO - Epoch [88][460/3757] lr: 1.000e-04, eta: 1 day, 2:13:25, time: 1.998, data_time: 1.237, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1672, loss: 1.1672, grad_norm: 9.1213 2020-08-05 16:17:31,855 - mmaction - INFO - Epoch [88][480/3757] lr: 1.000e-04, eta: 1 day, 2:12:46, time: 2.039, data_time: 1.134, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.1784, loss: 1.1784, grad_norm: 9.2541 2020-08-05 16:18:09,824 - mmaction - INFO - Epoch [88][500/3757] lr: 1.000e-04, eta: 1 day, 2:12:07, time: 1.902, data_time: 1.322, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8734, loss_cls: 1.2360, loss: 1.2360, grad_norm: 9.0573 2020-08-05 16:18:48,811 - mmaction - INFO - Epoch [88][520/3757] lr: 1.000e-04, eta: 1 day, 2:11:28, time: 1.946, data_time: 0.862, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.1602, loss: 1.1602, grad_norm: 9.1674 2020-08-05 16:19:25,276 - mmaction - INFO - Epoch [88][540/3757] lr: 1.000e-04, eta: 1 day, 2:10:48, time: 1.820, data_time: 0.206, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.2045, loss: 1.2045, grad_norm: 9.2475 2020-08-05 16:20:03,929 - mmaction - INFO - Epoch [88][560/3757] lr: 1.000e-04, eta: 1 day, 2:10:09, time: 1.938, data_time: 0.511, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1613, loss: 1.1613, grad_norm: 8.9530 2020-08-05 16:20:46,038 - mmaction - INFO - Epoch [88][580/3757] lr: 1.000e-04, eta: 1 day, 2:09:31, time: 2.107, data_time: 0.132, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8703, loss_cls: 1.1774, loss: 1.1774, grad_norm: 9.0089 2020-08-05 16:21:24,921 - mmaction - INFO - Epoch [88][600/3757] lr: 1.000e-04, eta: 1 day, 2:08:52, time: 1.943, data_time: 0.018, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8680, loss_cls: 1.2300, loss: 1.2300, grad_norm: 9.3580 2020-08-05 16:22:03,155 - mmaction - INFO - Epoch [88][620/3757] lr: 1.000e-04, eta: 1 day, 2:08:12, time: 1.912, data_time: 0.003, memory: 5166, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0666, loss: 1.0666, grad_norm: 8.9302 2020-08-05 16:22:39,648 - mmaction - INFO - Epoch [88][640/3757] lr: 1.000e-04, eta: 1 day, 2:07:33, time: 1.824, data_time: 0.249, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.2124, loss: 1.2124, grad_norm: 9.4496 2020-08-05 16:23:19,007 - mmaction - INFO - Epoch [88][660/3757] lr: 1.000e-04, eta: 1 day, 2:06:54, time: 1.967, data_time: 0.147, memory: 5166, top1_acc: 0.7430, top5_acc: 0.8852, loss_cls: 1.0928, loss: 1.0928, grad_norm: 8.7590 2020-08-05 16:23:59,504 - mmaction - INFO - Epoch [88][680/3757] lr: 1.000e-04, eta: 1 day, 2:06:15, time: 2.026, data_time: 0.270, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8758, loss_cls: 1.1940, loss: 1.1940, grad_norm: 9.2699 2020-08-05 16:24:40,921 - mmaction - INFO - Epoch [88][700/3757] lr: 1.000e-04, eta: 1 day, 2:05:37, time: 2.070, data_time: 0.233, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8844, loss_cls: 1.1606, loss: 1.1606, grad_norm: 9.0271 2020-08-05 16:25:20,746 - mmaction - INFO - Epoch [88][720/3757] lr: 1.000e-04, eta: 1 day, 2:04:58, time: 1.987, data_time: 1.063, memory: 5166, top1_acc: 0.7391, top5_acc: 0.9008, loss_cls: 1.0565, loss: 1.0565, grad_norm: 8.7756 2020-08-05 16:25:59,327 - mmaction - INFO - Epoch [88][740/3757] lr: 1.000e-04, eta: 1 day, 2:04:19, time: 1.933, data_time: 1.256, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0875, loss: 1.0875, grad_norm: 8.7565 2020-08-05 16:26:39,212 - mmaction - INFO - Epoch [88][760/3757] lr: 1.000e-04, eta: 1 day, 2:03:40, time: 1.987, data_time: 1.411, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8797, loss_cls: 1.2020, loss: 1.2020, grad_norm: 9.2673 2020-08-05 16:27:19,956 - mmaction - INFO - Epoch [88][780/3757] lr: 1.000e-04, eta: 1 day, 2:03:02, time: 2.044, data_time: 1.468, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.1988, loss: 1.1988, grad_norm: 9.2970 2020-08-05 16:27:58,473 - mmaction - INFO - Epoch [88][800/3757] lr: 1.000e-04, eta: 1 day, 2:02:22, time: 1.917, data_time: 1.321, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8883, loss_cls: 1.1017, loss: 1.1017, grad_norm: 8.8495 2020-08-05 16:28:38,152 - mmaction - INFO - Epoch [88][820/3757] lr: 1.000e-04, eta: 1 day, 2:01:44, time: 1.991, data_time: 0.574, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.2023, loss: 1.2023, grad_norm: 9.1962 2020-08-05 16:29:14,505 - mmaction - INFO - Epoch [88][840/3757] lr: 1.000e-04, eta: 1 day, 2:01:04, time: 1.816, data_time: 0.079, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8969, loss_cls: 1.1181, loss: 1.1181, grad_norm: 8.8252 2020-08-05 16:29:53,026 - mmaction - INFO - Epoch [88][860/3757] lr: 1.000e-04, eta: 1 day, 2:00:25, time: 1.931, data_time: 0.486, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1871, loss: 1.1871, grad_norm: 9.1707 2020-08-05 16:30:32,511 - mmaction - INFO - Epoch [88][880/3757] lr: 1.000e-04, eta: 1 day, 1:59:46, time: 1.968, data_time: 0.672, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8789, loss_cls: 1.1891, loss: 1.1891, grad_norm: 9.2731 2020-08-05 16:31:12,216 - mmaction - INFO - Epoch [88][900/3757] lr: 1.000e-04, eta: 1 day, 1:59:07, time: 1.989, data_time: 0.132, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8789, loss_cls: 1.1960, loss: 1.1960, grad_norm: 9.0219 2020-08-05 16:31:51,932 - mmaction - INFO - Epoch [88][920/3757] lr: 1.000e-04, eta: 1 day, 1:58:28, time: 1.980, data_time: 0.018, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.2085, loss: 1.2085, grad_norm: 9.4420 2020-08-05 16:32:32,587 - mmaction - INFO - Epoch [88][940/3757] lr: 1.000e-04, eta: 1 day, 1:57:49, time: 2.041, data_time: 0.169, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8953, loss_cls: 1.1413, loss: 1.1413, grad_norm: 8.9671 2020-08-05 16:33:10,996 - mmaction - INFO - Epoch [88][960/3757] lr: 1.000e-04, eta: 1 day, 1:57:10, time: 1.921, data_time: 0.477, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8633, loss_cls: 1.2037, loss: 1.2037, grad_norm: 9.2179 2020-08-05 16:33:48,730 - mmaction - INFO - Epoch [88][980/3757] lr: 1.000e-04, eta: 1 day, 1:56:31, time: 1.878, data_time: 1.062, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8961, loss_cls: 1.0584, loss: 1.0584, grad_norm: 8.8347 2020-08-05 16:34:30,440 - mmaction - INFO - Epoch [88][1000/3757] lr: 1.000e-04, eta: 1 day, 1:55:53, time: 2.093, data_time: 0.191, memory: 5166, top1_acc: 0.6844, top5_acc: 0.8695, loss_cls: 1.2403, loss: 1.2403, grad_norm: 9.1385 2020-08-05 16:35:07,939 - mmaction - INFO - Epoch [88][1020/3757] lr: 1.000e-04, eta: 1 day, 1:55:13, time: 1.874, data_time: 0.082, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.1958, loss: 1.1958, grad_norm: 9.0353 2020-08-05 16:35:46,111 - mmaction - INFO - Epoch [88][1040/3757] lr: 1.000e-04, eta: 1 day, 1:54:34, time: 1.907, data_time: 0.004, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8859, loss_cls: 1.1647, loss: 1.1647, grad_norm: 9.0569 2020-08-05 16:36:27,515 - mmaction - INFO - Epoch [88][1060/3757] lr: 1.000e-04, eta: 1 day, 1:53:56, time: 2.071, data_time: 0.009, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8930, loss_cls: 1.0923, loss: 1.0923, grad_norm: 9.0009 2020-08-05 16:37:03,198 - mmaction - INFO - Epoch [88][1080/3757] lr: 1.000e-04, eta: 1 day, 1:53:16, time: 1.780, data_time: 0.011, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1676, loss: 1.1676, grad_norm: 9.3265 2020-08-05 16:37:41,962 - mmaction - INFO - Epoch [88][1100/3757] lr: 1.000e-04, eta: 1 day, 1:52:36, time: 1.943, data_time: 0.009, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8977, loss_cls: 1.0967, loss: 1.0967, grad_norm: 8.9061 2020-08-05 16:38:21,779 - mmaction - INFO - Epoch [88][1120/3757] lr: 1.000e-04, eta: 1 day, 1:51:58, time: 1.990, data_time: 0.010, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8742, loss_cls: 1.1985, loss: 1.1985, grad_norm: 9.3411 2020-08-05 16:39:00,688 - mmaction - INFO - Epoch [88][1140/3757] lr: 1.000e-04, eta: 1 day, 1:51:19, time: 1.948, data_time: 0.030, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2496, loss: 1.2496, grad_norm: 9.2238 2020-08-05 16:39:39,957 - mmaction - INFO - Epoch [88][1160/3757] lr: 1.000e-04, eta: 1 day, 1:50:40, time: 1.957, data_time: 0.092, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8922, loss_cls: 1.1241, loss: 1.1241, grad_norm: 8.9983 2020-08-05 16:40:20,622 - mmaction - INFO - Epoch [88][1180/3757] lr: 1.000e-04, eta: 1 day, 1:50:01, time: 2.041, data_time: 0.029, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1753, loss: 1.1753, grad_norm: 9.2462 2020-08-05 16:40:59,516 - mmaction - INFO - Epoch [88][1200/3757] lr: 1.000e-04, eta: 1 day, 1:49:22, time: 1.945, data_time: 0.289, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1690, loss: 1.1690, grad_norm: 9.1428 2020-08-05 16:41:39,501 - mmaction - INFO - Epoch [88][1220/3757] lr: 1.000e-04, eta: 1 day, 1:48:43, time: 1.990, data_time: 0.167, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1327, loss: 1.1327, grad_norm: 9.1599 2020-08-05 16:42:19,483 - mmaction - INFO - Epoch [88][1240/3757] lr: 1.000e-04, eta: 1 day, 1:48:04, time: 2.001, data_time: 0.139, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1415, loss: 1.1415, grad_norm: 8.7885 2020-08-05 16:43:01,680 - mmaction - INFO - Epoch [88][1260/3757] lr: 1.000e-04, eta: 1 day, 1:47:26, time: 2.116, data_time: 0.212, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8695, loss_cls: 1.2140, loss: 1.2140, grad_norm: 9.1578 2020-08-05 16:43:38,677 - mmaction - INFO - Epoch [88][1280/3757] lr: 1.000e-04, eta: 1 day, 1:46:47, time: 1.843, data_time: 0.007, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8812, loss_cls: 1.2123, loss: 1.2123, grad_norm: 9.3709 2020-08-05 16:44:16,428 - mmaction - INFO - Epoch [88][1300/3757] lr: 1.000e-04, eta: 1 day, 1:46:07, time: 1.894, data_time: 0.057, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8836, loss_cls: 1.1688, loss: 1.1688, grad_norm: 9.1081 2020-08-05 16:44:59,838 - mmaction - INFO - Epoch [88][1320/3757] lr: 1.000e-04, eta: 1 day, 1:45:30, time: 2.166, data_time: 0.007, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8859, loss_cls: 1.1395, loss: 1.1395, grad_norm: 8.9700 2020-08-05 16:45:40,334 - mmaction - INFO - Epoch [88][1340/3757] lr: 1.000e-04, eta: 1 day, 1:44:51, time: 2.031, data_time: 0.010, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8750, loss_cls: 1.1532, loss: 1.1532, grad_norm: 9.1728 2020-08-05 16:46:15,885 - mmaction - INFO - Epoch [88][1360/3757] lr: 1.000e-04, eta: 1 day, 1:44:11, time: 1.770, data_time: 0.005, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.1756, loss: 1.1756, grad_norm: 8.9469 2020-08-05 16:46:55,663 - mmaction - INFO - Epoch [88][1380/3757] lr: 1.000e-04, eta: 1 day, 1:43:32, time: 1.992, data_time: 0.009, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.2066, loss: 1.2066, grad_norm: 9.4177 2020-08-05 16:47:37,014 - mmaction - INFO - Epoch [88][1400/3757] lr: 1.000e-04, eta: 1 day, 1:42:54, time: 2.072, data_time: 0.009, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8906, loss_cls: 1.1786, loss: 1.1786, grad_norm: 9.2345 2020-08-05 16:48:18,054 - mmaction - INFO - Epoch [88][1420/3757] lr: 1.000e-04, eta: 1 day, 1:42:15, time: 2.045, data_time: 0.007, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1485, loss: 1.1485, grad_norm: 9.2954 2020-08-05 16:48:50,047 - mmaction - INFO - Epoch [88][1440/3757] lr: 1.000e-04, eta: 1 day, 1:41:34, time: 1.606, data_time: 0.710, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8867, loss_cls: 1.1265, loss: 1.1265, grad_norm: 8.7990 2020-08-05 16:49:34,787 - mmaction - INFO - Epoch [88][1460/3757] lr: 1.000e-04, eta: 1 day, 1:40:57, time: 2.234, data_time: 0.972, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8891, loss_cls: 1.1299, loss: 1.1299, grad_norm: 9.1432 2020-08-05 16:50:15,257 - mmaction - INFO - Epoch [88][1480/3757] lr: 1.000e-04, eta: 1 day, 1:40:18, time: 2.020, data_time: 0.049, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8891, loss_cls: 1.1512, loss: 1.1512, grad_norm: 9.1442 2020-08-05 16:50:53,665 - mmaction - INFO - Epoch [88][1500/3757] lr: 1.000e-04, eta: 1 day, 1:39:39, time: 1.928, data_time: 0.010, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8672, loss_cls: 1.2032, loss: 1.2032, grad_norm: 9.2739 2020-08-05 16:51:33,164 - mmaction - INFO - Epoch [88][1520/3757] lr: 1.000e-04, eta: 1 day, 1:39:00, time: 1.965, data_time: 0.008, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8867, loss_cls: 1.1594, loss: 1.1594, grad_norm: 9.0739 2020-08-05 16:52:12,546 - mmaction - INFO - Epoch [88][1540/3757] lr: 1.000e-04, eta: 1 day, 1:38:21, time: 1.978, data_time: 0.012, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8906, loss_cls: 1.0990, loss: 1.0990, grad_norm: 9.0872 2020-08-05 16:52:53,658 - mmaction - INFO - Epoch [88][1560/3757] lr: 1.000e-04, eta: 1 day, 1:37:43, time: 2.051, data_time: 0.009, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8797, loss_cls: 1.1823, loss: 1.1823, grad_norm: 9.2320 2020-08-05 16:53:33,314 - mmaction - INFO - Epoch [88][1580/3757] lr: 1.000e-04, eta: 1 day, 1:37:04, time: 1.988, data_time: 0.203, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.1822, loss: 1.1822, grad_norm: 9.2427 2020-08-05 16:54:12,364 - mmaction - INFO - Epoch [88][1600/3757] lr: 1.000e-04, eta: 1 day, 1:36:25, time: 1.951, data_time: 0.009, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.1617, loss: 1.1617, grad_norm: 9.5686 2020-08-05 16:54:49,601 - mmaction - INFO - Epoch [88][1620/3757] lr: 1.000e-04, eta: 1 day, 1:35:45, time: 1.863, data_time: 0.011, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1774, loss: 1.1774, grad_norm: 9.0864 2020-08-05 16:55:30,949 - mmaction - INFO - Epoch [88][1640/3757] lr: 1.000e-04, eta: 1 day, 1:35:07, time: 2.063, data_time: 0.008, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8836, loss_cls: 1.2043, loss: 1.2043, grad_norm: 9.4531 2020-08-05 16:56:10,639 - mmaction - INFO - Epoch [88][1660/3757] lr: 1.000e-04, eta: 1 day, 1:34:28, time: 1.988, data_time: 0.012, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8742, loss_cls: 1.1646, loss: 1.1646, grad_norm: 9.0648 2020-08-05 16:56:48,997 - mmaction - INFO - Epoch [88][1680/3757] lr: 1.000e-04, eta: 1 day, 1:33:49, time: 1.917, data_time: 0.008, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8711, loss_cls: 1.2422, loss: 1.2422, grad_norm: 9.4528 2020-08-05 16:57:27,373 - mmaction - INFO - Epoch [88][1700/3757] lr: 1.000e-04, eta: 1 day, 1:33:10, time: 1.920, data_time: 0.004, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8969, loss_cls: 1.0963, loss: 1.0963, grad_norm: 8.8317 2020-08-05 16:58:06,536 - mmaction - INFO - Epoch [88][1720/3757] lr: 1.000e-04, eta: 1 day, 1:32:31, time: 1.952, data_time: 0.007, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8938, loss_cls: 1.1182, loss: 1.1182, grad_norm: 9.1588 2020-08-05 16:58:41,886 - mmaction - INFO - Epoch [88][1740/3757] lr: 1.000e-04, eta: 1 day, 1:31:51, time: 1.772, data_time: 0.039, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1343, loss: 1.1343, grad_norm: 9.1737 2020-08-05 16:59:24,456 - mmaction - INFO - Epoch [88][1760/3757] lr: 1.000e-04, eta: 1 day, 1:31:13, time: 2.123, data_time: 0.210, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2663, loss: 1.2663, grad_norm: 9.6845 2020-08-05 17:00:02,143 - mmaction - INFO - Epoch [88][1780/3757] lr: 1.000e-04, eta: 1 day, 1:30:33, time: 1.890, data_time: 0.587, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8797, loss_cls: 1.1333, loss: 1.1333, grad_norm: 9.1242 2020-08-05 17:00:42,229 - mmaction - INFO - Epoch [88][1800/3757] lr: 1.000e-04, eta: 1 day, 1:29:55, time: 1.990, data_time: 0.576, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1711, loss: 1.1711, grad_norm: 9.0541 2020-08-05 17:01:21,593 - mmaction - INFO - Epoch [88][1820/3757] lr: 1.000e-04, eta: 1 day, 1:29:16, time: 1.984, data_time: 1.153, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8883, loss_cls: 1.1056, loss: 1.1056, grad_norm: 8.7780 2020-08-05 17:01:59,151 - mmaction - INFO - Epoch [88][1840/3757] lr: 1.000e-04, eta: 1 day, 1:28:36, time: 1.875, data_time: 1.287, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8773, loss_cls: 1.1896, loss: 1.1896, grad_norm: 9.2113 2020-08-05 17:02:38,480 - mmaction - INFO - Epoch [88][1860/3757] lr: 1.000e-04, eta: 1 day, 1:27:57, time: 1.968, data_time: 1.316, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8805, loss_cls: 1.1641, loss: 1.1641, grad_norm: 9.2225 2020-08-05 17:03:19,492 - mmaction - INFO - Epoch [88][1880/3757] lr: 1.000e-04, eta: 1 day, 1:27:19, time: 2.050, data_time: 1.470, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8859, loss_cls: 1.0992, loss: 1.0992, grad_norm: 8.6931 2020-08-05 17:04:01,522 - mmaction - INFO - Epoch [88][1900/3757] lr: 1.000e-04, eta: 1 day, 1:26:41, time: 2.099, data_time: 1.426, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1003, loss: 1.1003, grad_norm: 8.8678 2020-08-05 17:04:39,094 - mmaction - INFO - Epoch [88][1920/3757] lr: 1.000e-04, eta: 1 day, 1:26:01, time: 1.883, data_time: 1.302, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8750, loss_cls: 1.1873, loss: 1.1873, grad_norm: 8.8559 2020-08-05 17:05:17,128 - mmaction - INFO - Epoch [88][1940/3757] lr: 1.000e-04, eta: 1 day, 1:25:22, time: 1.895, data_time: 1.326, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1707, loss: 1.1707, grad_norm: 9.0982 2020-08-05 17:05:56,776 - mmaction - INFO - Epoch [88][1960/3757] lr: 1.000e-04, eta: 1 day, 1:24:43, time: 1.988, data_time: 1.335, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.1380, loss: 1.1380, grad_norm: 9.1282 2020-08-05 17:06:33,204 - mmaction - INFO - Epoch [88][1980/3757] lr: 1.000e-04, eta: 1 day, 1:24:03, time: 1.818, data_time: 0.825, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8875, loss_cls: 1.1374, loss: 1.1374, grad_norm: 8.9403 2020-08-05 17:07:09,961 - mmaction - INFO - Epoch [88][2000/3757] lr: 1.000e-04, eta: 1 day, 1:23:24, time: 1.842, data_time: 0.068, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1593, loss: 1.1593, grad_norm: 9.3358 2020-08-05 17:07:50,041 - mmaction - INFO - Epoch [88][2020/3757] lr: 1.000e-04, eta: 1 day, 1:22:45, time: 2.001, data_time: 0.665, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.2162, loss: 1.2162, grad_norm: 9.4598 2020-08-05 17:08:27,041 - mmaction - INFO - Epoch [88][2040/3757] lr: 1.000e-04, eta: 1 day, 1:22:05, time: 1.852, data_time: 1.200, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8734, loss_cls: 1.1819, loss: 1.1819, grad_norm: 9.0521 2020-08-05 17:09:05,299 - mmaction - INFO - Epoch [88][2060/3757] lr: 1.000e-04, eta: 1 day, 1:21:26, time: 1.912, data_time: 0.654, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.2178, loss: 1.2178, grad_norm: 8.9423 2020-08-05 17:09:46,974 - mmaction - INFO - Epoch [88][2080/3757] lr: 1.000e-04, eta: 1 day, 1:20:48, time: 2.081, data_time: 0.177, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8875, loss_cls: 1.0880, loss: 1.0880, grad_norm: 8.9233 2020-08-05 17:10:24,894 - mmaction - INFO - Epoch [88][2100/3757] lr: 1.000e-04, eta: 1 day, 1:20:08, time: 1.894, data_time: 0.010, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8789, loss_cls: 1.2021, loss: 1.2021, grad_norm: 9.3179 2020-08-05 17:11:01,649 - mmaction - INFO - Epoch [88][2120/3757] lr: 1.000e-04, eta: 1 day, 1:19:29, time: 1.834, data_time: 0.010, memory: 5166, top1_acc: 0.7352, top5_acc: 0.9008, loss_cls: 1.0644, loss: 1.0644, grad_norm: 8.8158 2020-08-05 17:11:41,831 - mmaction - INFO - Epoch [88][2140/3757] lr: 1.000e-04, eta: 1 day, 1:18:50, time: 2.016, data_time: 0.011, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8859, loss_cls: 1.0999, loss: 1.0999, grad_norm: 8.9071 2020-08-05 17:12:23,094 - mmaction - INFO - Epoch [88][2160/3757] lr: 1.000e-04, eta: 1 day, 1:18:12, time: 2.056, data_time: 0.011, memory: 5166, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0475, loss: 1.0475, grad_norm: 8.5936 2020-08-05 17:12:59,169 - mmaction - INFO - Epoch [88][2180/3757] lr: 1.000e-04, eta: 1 day, 1:17:32, time: 1.812, data_time: 0.011, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8852, loss_cls: 1.0875, loss: 1.0875, grad_norm: 9.0674 2020-08-05 17:13:39,487 - mmaction - INFO - Epoch [88][2200/3757] lr: 1.000e-04, eta: 1 day, 1:16:53, time: 2.008, data_time: 0.009, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8820, loss_cls: 1.2283, loss: 1.2283, grad_norm: 9.1284 2020-08-05 17:14:19,372 - mmaction - INFO - Epoch [88][2220/3757] lr: 1.000e-04, eta: 1 day, 1:16:14, time: 2.001, data_time: 0.011, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.1809, loss: 1.1809, grad_norm: 9.1469 2020-08-05 17:14:54,238 - mmaction - INFO - Epoch [88][2240/3757] lr: 1.000e-04, eta: 1 day, 1:15:34, time: 1.745, data_time: 0.022, memory: 5166, top1_acc: 0.7273, top5_acc: 0.9000, loss_cls: 1.1286, loss: 1.1286, grad_norm: 9.1892 2020-08-05 17:15:37,010 - mmaction - INFO - Epoch [88][2260/3757] lr: 1.000e-04, eta: 1 day, 1:14:56, time: 2.136, data_time: 0.120, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.1324, loss: 1.1324, grad_norm: 9.0060 2020-08-05 17:16:17,219 - mmaction - INFO - Epoch [88][2280/3757] lr: 1.000e-04, eta: 1 day, 1:14:17, time: 2.010, data_time: 0.005, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8930, loss_cls: 1.1554, loss: 1.1554, grad_norm: 9.1061 2020-08-05 17:16:52,928 - mmaction - INFO - Epoch [88][2300/3757] lr: 1.000e-04, eta: 1 day, 1:13:37, time: 1.787, data_time: 0.010, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8914, loss_cls: 1.1239, loss: 1.1239, grad_norm: 9.1075 2020-08-05 17:17:33,439 - mmaction - INFO - Epoch [88][2320/3757] lr: 1.000e-04, eta: 1 day, 1:12:59, time: 2.018, data_time: 0.010, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.1631, loss: 1.1631, grad_norm: 9.0833 2020-08-05 17:18:14,451 - mmaction - INFO - Epoch [88][2340/3757] lr: 1.000e-04, eta: 1 day, 1:12:20, time: 2.057, data_time: 0.011, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8922, loss_cls: 1.1417, loss: 1.1417, grad_norm: 9.2201 2020-08-05 17:18:48,756 - mmaction - INFO - Epoch [88][2360/3757] lr: 1.000e-04, eta: 1 day, 1:11:40, time: 1.708, data_time: 0.010, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1735, loss: 1.1735, grad_norm: 9.1933 2020-08-05 17:19:28,268 - mmaction - INFO - Epoch [88][2380/3757] lr: 1.000e-04, eta: 1 day, 1:11:01, time: 1.985, data_time: 0.012, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8938, loss_cls: 1.0857, loss: 1.0857, grad_norm: 9.1090 2020-08-05 17:20:09,035 - mmaction - INFO - Epoch [88][2400/3757] lr: 1.000e-04, eta: 1 day, 1:10:23, time: 2.038, data_time: 0.008, memory: 5166, top1_acc: 0.7398, top5_acc: 0.8977, loss_cls: 1.0990, loss: 1.0990, grad_norm: 9.1122 2020-08-05 17:20:46,896 - mmaction - INFO - Epoch [88][2420/3757] lr: 1.000e-04, eta: 1 day, 1:09:43, time: 1.892, data_time: 0.117, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1199, loss: 1.1199, grad_norm: 9.0705 2020-08-05 17:21:26,221 - mmaction - INFO - Epoch [88][2440/3757] lr: 1.000e-04, eta: 1 day, 1:09:04, time: 1.965, data_time: 0.086, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8930, loss_cls: 1.0991, loss: 1.0991, grad_norm: 8.9942 2020-08-05 17:22:04,594 - mmaction - INFO - Epoch [88][2460/3757] lr: 1.000e-04, eta: 1 day, 1:08:25, time: 1.916, data_time: 0.008, memory: 5166, top1_acc: 0.6828, top5_acc: 0.8789, loss_cls: 1.2746, loss: 1.2746, grad_norm: 9.6740 2020-08-05 17:22:44,134 - mmaction - INFO - Epoch [88][2480/3757] lr: 1.000e-04, eta: 1 day, 1:07:46, time: 1.983, data_time: 0.014, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8898, loss_cls: 1.1484, loss: 1.1484, grad_norm: 9.2857 2020-08-05 17:23:21,038 - mmaction - INFO - Epoch [88][2500/3757] lr: 1.000e-04, eta: 1 day, 1:07:07, time: 1.841, data_time: 0.002, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2489, loss: 1.2489, grad_norm: 9.5601 2020-08-05 17:24:01,367 - mmaction - INFO - Epoch [88][2520/3757] lr: 1.000e-04, eta: 1 day, 1:06:28, time: 2.019, data_time: 0.013, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8742, loss_cls: 1.2077, loss: 1.2077, grad_norm: 9.3255 2020-08-05 17:24:39,094 - mmaction - INFO - Epoch [88][2540/3757] lr: 1.000e-04, eta: 1 day, 1:05:49, time: 1.877, data_time: 0.289, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2329, loss: 1.2329, grad_norm: 9.5379 2020-08-05 17:25:19,635 - mmaction - INFO - Epoch [88][2560/3757] lr: 1.000e-04, eta: 1 day, 1:05:10, time: 2.033, data_time: 1.244, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8867, loss_cls: 1.1752, loss: 1.1752, grad_norm: 9.1487 2020-08-05 17:25:56,847 - mmaction - INFO - Epoch [88][2580/3757] lr: 1.000e-04, eta: 1 day, 1:04:30, time: 1.865, data_time: 1.151, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8695, loss_cls: 1.1948, loss: 1.1948, grad_norm: 9.1441 2020-08-05 17:26:36,906 - mmaction - INFO - Epoch [88][2600/3757] lr: 1.000e-04, eta: 1 day, 1:03:52, time: 1.998, data_time: 1.274, memory: 5166, top1_acc: 0.7438, top5_acc: 0.8898, loss_cls: 1.1322, loss: 1.1322, grad_norm: 9.2602 2020-08-05 17:27:14,611 - mmaction - INFO - Epoch [88][2620/3757] lr: 1.000e-04, eta: 1 day, 1:03:12, time: 1.891, data_time: 1.075, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8758, loss_cls: 1.1929, loss: 1.1929, grad_norm: 9.0728 2020-08-05 17:27:55,134 - mmaction - INFO - Epoch [88][2640/3757] lr: 1.000e-04, eta: 1 day, 1:02:34, time: 2.021, data_time: 0.666, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8828, loss_cls: 1.1989, loss: 1.1989, grad_norm: 9.0775 2020-08-05 17:28:34,623 - mmaction - INFO - Epoch [88][2660/3757] lr: 1.000e-04, eta: 1 day, 1:01:55, time: 1.979, data_time: 0.084, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.1741, loss: 1.1741, grad_norm: 9.2152 2020-08-05 17:29:14,588 - mmaction - INFO - Epoch [88][2680/3757] lr: 1.000e-04, eta: 1 day, 1:01:16, time: 1.994, data_time: 0.009, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8734, loss_cls: 1.2094, loss: 1.2094, grad_norm: 9.3151 2020-08-05 17:29:54,239 - mmaction - INFO - Epoch [88][2700/3757] lr: 1.000e-04, eta: 1 day, 1:00:37, time: 1.987, data_time: 0.186, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8789, loss_cls: 1.2211, loss: 1.2211, grad_norm: 9.2350 2020-08-05 17:30:31,876 - mmaction - INFO - Epoch [88][2720/3757] lr: 1.000e-04, eta: 1 day, 0:59:58, time: 1.874, data_time: 0.679, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1603, loss: 1.1603, grad_norm: 9.2680 2020-08-05 17:31:08,230 - mmaction - INFO - Epoch [88][2740/3757] lr: 1.000e-04, eta: 1 day, 0:59:18, time: 1.826, data_time: 0.036, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1572, loss: 1.1572, grad_norm: 9.3196 2020-08-05 17:31:48,748 - mmaction - INFO - Epoch [88][2760/3757] lr: 1.000e-04, eta: 1 day, 0:58:39, time: 2.017, data_time: 0.006, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8969, loss_cls: 1.1781, loss: 1.1781, grad_norm: 9.3924 2020-08-05 17:32:28,852 - mmaction - INFO - Epoch [88][2780/3757] lr: 1.000e-04, eta: 1 day, 0:58:01, time: 2.014, data_time: 0.013, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.1861, loss: 1.1861, grad_norm: 9.4628 2020-08-05 17:33:09,575 - mmaction - INFO - Epoch [88][2800/3757] lr: 1.000e-04, eta: 1 day, 0:57:22, time: 2.036, data_time: 0.061, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8875, loss_cls: 1.0974, loss: 1.0974, grad_norm: 8.8935 2020-08-05 17:33:50,387 - mmaction - INFO - Epoch [88][2820/3757] lr: 1.000e-04, eta: 1 day, 0:56:44, time: 2.035, data_time: 0.430, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1654, loss: 1.1654, grad_norm: 9.0970 2020-08-05 17:34:27,948 - mmaction - INFO - Epoch [88][2840/3757] lr: 1.000e-04, eta: 1 day, 0:56:04, time: 1.883, data_time: 0.104, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8727, loss_cls: 1.1654, loss: 1.1654, grad_norm: 9.2803 2020-08-05 17:35:07,580 - mmaction - INFO - Epoch [88][2860/3757] lr: 1.000e-04, eta: 1 day, 0:55:25, time: 1.982, data_time: 0.048, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8820, loss_cls: 1.1644, loss: 1.1644, grad_norm: 9.4954 2020-08-05 17:35:47,321 - mmaction - INFO - Epoch [88][2880/3757] lr: 1.000e-04, eta: 1 day, 0:54:46, time: 1.988, data_time: 0.003, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8984, loss_cls: 1.0745, loss: 1.0745, grad_norm: 9.1322 2020-08-05 17:36:28,232 - mmaction - INFO - Epoch [88][2900/3757] lr: 1.000e-04, eta: 1 day, 0:54:08, time: 2.039, data_time: 0.008, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8953, loss_cls: 1.1404, loss: 1.1404, grad_norm: 8.9295 2020-08-05 17:37:07,988 - mmaction - INFO - Epoch [88][2920/3757] lr: 1.000e-04, eta: 1 day, 0:53:29, time: 1.993, data_time: 0.009, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.1344, loss: 1.1344, grad_norm: 9.2563 2020-08-05 17:37:46,208 - mmaction - INFO - Epoch [88][2940/3757] lr: 1.000e-04, eta: 1 day, 0:52:50, time: 1.911, data_time: 0.008, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1315, loss: 1.1315, grad_norm: 9.1838 2020-08-05 17:38:21,121 - mmaction - INFO - Epoch [88][2960/3757] lr: 1.000e-04, eta: 1 day, 0:52:10, time: 1.744, data_time: 0.004, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.0925, loss: 1.0925, grad_norm: 9.0424 2020-08-05 17:39:04,277 - mmaction - INFO - Epoch [88][2980/3757] lr: 1.000e-04, eta: 1 day, 0:51:32, time: 2.161, data_time: 0.023, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1858, loss: 1.1858, grad_norm: 9.2958 2020-08-05 17:39:44,289 - mmaction - INFO - Epoch [88][3000/3757] lr: 1.000e-04, eta: 1 day, 0:50:53, time: 1.998, data_time: 0.047, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8812, loss_cls: 1.1879, loss: 1.1879, grad_norm: 9.3102 2020-08-05 17:40:21,284 - mmaction - INFO - Epoch [88][3020/3757] lr: 1.000e-04, eta: 1 day, 0:50:13, time: 1.850, data_time: 0.005, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8805, loss_cls: 1.1478, loss: 1.1478, grad_norm: 8.9530 2020-08-05 17:40:59,071 - mmaction - INFO - Epoch [88][3040/3757] lr: 1.000e-04, eta: 1 day, 0:49:34, time: 1.890, data_time: 0.077, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8875, loss_cls: 1.1501, loss: 1.1501, grad_norm: 9.3416 2020-08-05 17:41:41,378 - mmaction - INFO - Epoch [88][3060/3757] lr: 1.000e-04, eta: 1 day, 0:48:56, time: 2.108, data_time: 0.126, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8766, loss_cls: 1.1919, loss: 1.1919, grad_norm: 9.2755 2020-08-05 17:42:20,759 - mmaction - INFO - Epoch [88][3080/3757] lr: 1.000e-04, eta: 1 day, 0:48:17, time: 1.970, data_time: 1.010, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2224, loss: 1.2224, grad_norm: 9.2372 2020-08-05 17:42:58,722 - mmaction - INFO - Epoch [88][3100/3757] lr: 1.000e-04, eta: 1 day, 0:47:38, time: 1.903, data_time: 1.238, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8766, loss_cls: 1.1615, loss: 1.1615, grad_norm: 9.0467 2020-08-05 17:43:38,440 - mmaction - INFO - Epoch [88][3120/3757] lr: 1.000e-04, eta: 1 day, 0:46:59, time: 1.984, data_time: 1.312, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8859, loss_cls: 1.1164, loss: 1.1164, grad_norm: 8.9434 2020-08-05 17:44:18,196 - mmaction - INFO - Epoch [88][3140/3757] lr: 1.000e-04, eta: 1 day, 0:46:20, time: 1.991, data_time: 1.170, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8984, loss_cls: 1.0362, loss: 1.0362, grad_norm: 8.6793 2020-08-05 17:44:57,610 - mmaction - INFO - Epoch [88][3160/3757] lr: 1.000e-04, eta: 1 day, 0:45:41, time: 1.966, data_time: 1.287, memory: 5166, top1_acc: 0.7133, top5_acc: 0.9047, loss_cls: 1.1034, loss: 1.1034, grad_norm: 9.0755 2020-08-05 17:45:37,262 - mmaction - INFO - Epoch [88][3180/3757] lr: 1.000e-04, eta: 1 day, 0:45:02, time: 1.986, data_time: 1.349, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2123, loss: 1.2123, grad_norm: 9.6029 2020-08-05 17:46:17,957 - mmaction - INFO - Epoch [88][3200/3757] lr: 1.000e-04, eta: 1 day, 0:44:24, time: 2.035, data_time: 1.455, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8867, loss_cls: 1.1738, loss: 1.1738, grad_norm: 9.2204 2020-08-05 17:46:57,806 - mmaction - INFO - Epoch [88][3220/3757] lr: 1.000e-04, eta: 1 day, 0:43:45, time: 1.986, data_time: 1.326, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1641, loss: 1.1641, grad_norm: 9.2306 2020-08-05 17:47:39,108 - mmaction - INFO - Epoch [88][3240/3757] lr: 1.000e-04, eta: 1 day, 0:43:06, time: 2.071, data_time: 1.225, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1396, loss: 1.1396, grad_norm: 9.3508 2020-08-05 17:48:16,594 - mmaction - INFO - Epoch [88][3260/3757] lr: 1.000e-04, eta: 1 day, 0:42:27, time: 1.873, data_time: 1.271, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1444, loss: 1.1444, grad_norm: 8.9092 2020-08-05 17:48:54,021 - mmaction - INFO - Epoch [88][3280/3757] lr: 1.000e-04, eta: 1 day, 0:41:48, time: 1.868, data_time: 0.981, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8945, loss_cls: 1.0870, loss: 1.0870, grad_norm: 9.1148 2020-08-05 17:49:32,591 - mmaction - INFO - Epoch [88][3300/3757] lr: 1.000e-04, eta: 1 day, 0:41:08, time: 1.935, data_time: 0.482, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2077, loss: 1.2077, grad_norm: 9.3134 2020-08-05 17:50:12,467 - mmaction - INFO - Epoch [88][3320/3757] lr: 1.000e-04, eta: 1 day, 0:40:30, time: 1.988, data_time: 0.406, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8930, loss_cls: 1.1256, loss: 1.1256, grad_norm: 9.2160 2020-08-05 17:50:50,990 - mmaction - INFO - Epoch [88][3340/3757] lr: 1.000e-04, eta: 1 day, 0:39:50, time: 1.929, data_time: 0.007, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.2091, loss: 1.2091, grad_norm: 9.3339 2020-08-05 17:51:31,178 - mmaction - INFO - Epoch [88][3360/3757] lr: 1.000e-04, eta: 1 day, 0:39:12, time: 2.000, data_time: 0.009, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8781, loss_cls: 1.2229, loss: 1.2229, grad_norm: 9.7649 2020-08-05 17:52:09,879 - mmaction - INFO - Epoch [88][3380/3757] lr: 1.000e-04, eta: 1 day, 0:38:33, time: 1.946, data_time: 0.017, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8852, loss_cls: 1.1804, loss: 1.1804, grad_norm: 9.3643 2020-08-05 17:52:46,145 - mmaction - INFO - Epoch [88][3400/3757] lr: 1.000e-04, eta: 1 day, 0:37:53, time: 1.810, data_time: 0.008, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.1679, loss: 1.1679, grad_norm: 9.2651 2020-08-05 17:53:26,394 - mmaction - INFO - Epoch [88][3420/3757] lr: 1.000e-04, eta: 1 day, 0:37:14, time: 2.014, data_time: 0.009, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1828, loss: 1.1828, grad_norm: 9.0957 2020-08-05 17:54:04,857 - mmaction - INFO - Epoch [88][3440/3757] lr: 1.000e-04, eta: 1 day, 0:36:35, time: 1.918, data_time: 0.004, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8898, loss_cls: 1.0972, loss: 1.0972, grad_norm: 8.9466 2020-08-05 17:54:48,171 - mmaction - INFO - Epoch [88][3460/3757] lr: 1.000e-04, eta: 1 day, 0:35:57, time: 2.172, data_time: 0.017, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1750, loss: 1.1750, grad_norm: 9.1954 2020-08-05 17:55:25,572 - mmaction - INFO - Epoch [88][3480/3757] lr: 1.000e-04, eta: 1 day, 0:35:18, time: 1.869, data_time: 0.012, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1718, loss: 1.1718, grad_norm: 9.3802 2020-08-05 17:56:02,388 - mmaction - INFO - Epoch [88][3500/3757] lr: 1.000e-04, eta: 1 day, 0:34:38, time: 1.842, data_time: 0.004, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8906, loss_cls: 1.1563, loss: 1.1563, grad_norm: 9.0028 2020-08-05 17:56:39,293 - mmaction - INFO - Epoch [88][3520/3757] lr: 1.000e-04, eta: 1 day, 0:33:58, time: 1.839, data_time: 0.007, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1837, loss: 1.1837, grad_norm: 9.1911 2020-08-05 17:57:22,746 - mmaction - INFO - Epoch [88][3540/3757] lr: 1.000e-04, eta: 1 day, 0:33:21, time: 2.177, data_time: 0.130, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8883, loss_cls: 1.1204, loss: 1.1204, grad_norm: 8.9776 2020-08-05 17:57:57,310 - mmaction - INFO - Epoch [88][3560/3757] lr: 1.000e-04, eta: 1 day, 0:32:40, time: 1.730, data_time: 0.009, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.1946, loss: 1.1946, grad_norm: 9.5098 2020-08-05 17:58:38,958 - mmaction - INFO - Epoch [88][3580/3757] lr: 1.000e-04, eta: 1 day, 0:32:02, time: 2.075, data_time: 0.144, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8766, loss_cls: 1.1655, loss: 1.1655, grad_norm: 9.2462 2020-08-05 17:59:13,336 - mmaction - INFO - Epoch [88][3600/3757] lr: 1.000e-04, eta: 1 day, 0:31:22, time: 1.723, data_time: 0.071, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.0937, loss: 1.0937, grad_norm: 8.6518 2020-08-05 17:59:49,985 - mmaction - INFO - Epoch [88][3620/3757] lr: 1.000e-04, eta: 1 day, 0:30:42, time: 1.832, data_time: 0.216, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8836, loss_cls: 1.2216, loss: 1.2216, grad_norm: 9.4239 2020-08-05 18:00:30,086 - mmaction - INFO - Epoch [88][3640/3757] lr: 1.000e-04, eta: 1 day, 0:30:03, time: 1.988, data_time: 1.110, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8805, loss_cls: 1.1621, loss: 1.1621, grad_norm: 9.0513 2020-08-05 18:01:08,193 - mmaction - INFO - Epoch [88][3660/3757] lr: 1.000e-04, eta: 1 day, 0:29:24, time: 1.926, data_time: 1.367, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8781, loss_cls: 1.1671, loss: 1.1671, grad_norm: 8.9588 2020-08-05 18:01:49,759 - mmaction - INFO - Epoch [88][3680/3757] lr: 1.000e-04, eta: 1 day, 0:28:46, time: 2.070, data_time: 1.435, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8984, loss_cls: 1.1224, loss: 1.1224, grad_norm: 8.8723 2020-08-05 18:02:29,436 - mmaction - INFO - Epoch [88][3700/3757] lr: 1.000e-04, eta: 1 day, 0:28:07, time: 1.992, data_time: 1.032, memory: 5166, top1_acc: 0.7406, top5_acc: 0.8859, loss_cls: 1.1012, loss: 1.1012, grad_norm: 8.8980 2020-08-05 18:03:07,104 - mmaction - INFO - Epoch [88][3720/3757] lr: 1.000e-04, eta: 1 day, 0:27:27, time: 1.877, data_time: 0.920, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1357, loss: 1.1357, grad_norm: 9.1951 2020-08-05 18:03:47,205 - mmaction - INFO - Epoch [88][3740/3757] lr: 1.000e-04, eta: 1 day, 0:26:49, time: 2.011, data_time: 1.052, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1684, loss: 1.1684, grad_norm: 9.5815 2020-08-05 18:04:14,203 - mmaction - INFO - Saving checkpoint at 88 epochs 2020-08-05 18:05:09,902 - mmaction - INFO - Epoch [89][20/3757] lr: 1.000e-04, eta: 1 day, 0:25:32, time: 2.690, data_time: 1.573, memory: 5166, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.2650, loss: 1.2650, grad_norm: 9.4319 2020-08-05 18:05:51,583 - mmaction - INFO - Epoch [89][40/3757] lr: 1.000e-04, eta: 1 day, 0:24:53, time: 2.077, data_time: 0.247, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8828, loss_cls: 1.2087, loss: 1.2087, grad_norm: 9.3298 2020-08-05 18:06:29,120 - mmaction - INFO - Epoch [89][60/3757] lr: 1.000e-04, eta: 1 day, 0:24:14, time: 1.885, data_time: 0.703, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8914, loss_cls: 1.1093, loss: 1.1093, grad_norm: 9.1789 2020-08-05 18:07:10,129 - mmaction - INFO - Epoch [89][80/3757] lr: 1.000e-04, eta: 1 day, 0:23:35, time: 2.043, data_time: 0.038, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1244, loss: 1.1244, grad_norm: 8.8096 2020-08-05 18:07:47,108 - mmaction - INFO - Epoch [89][100/3757] lr: 1.000e-04, eta: 1 day, 0:22:56, time: 1.856, data_time: 0.187, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8961, loss_cls: 1.1159, loss: 1.1159, grad_norm: 8.9901 2020-08-05 18:08:31,867 - mmaction - INFO - Epoch [89][120/3757] lr: 1.000e-04, eta: 1 day, 0:22:18, time: 2.234, data_time: 1.313, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8680, loss_cls: 1.2532, loss: 1.2532, grad_norm: 9.5529 2020-08-05 18:09:08,370 - mmaction - INFO - Epoch [89][140/3757] lr: 1.000e-04, eta: 1 day, 0:21:39, time: 1.828, data_time: 1.255, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.1869, loss: 1.1869, grad_norm: 8.9958 2020-08-05 18:09:44,575 - mmaction - INFO - Epoch [89][160/3757] lr: 1.000e-04, eta: 1 day, 0:20:59, time: 1.810, data_time: 0.809, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8953, loss_cls: 1.1278, loss: 1.1278, grad_norm: 9.3487 2020-08-05 18:10:24,309 - mmaction - INFO - Epoch [89][180/3757] lr: 1.000e-04, eta: 1 day, 0:20:20, time: 1.979, data_time: 0.206, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8844, loss_cls: 1.1853, loss: 1.1853, grad_norm: 9.2367 2020-08-05 18:11:01,663 - mmaction - INFO - Epoch [89][200/3757] lr: 1.000e-04, eta: 1 day, 0:19:41, time: 1.875, data_time: 0.011, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8680, loss_cls: 1.2557, loss: 1.2557, grad_norm: 9.1878 2020-08-05 18:11:45,461 - mmaction - INFO - Epoch [89][220/3757] lr: 1.000e-04, eta: 1 day, 0:19:03, time: 2.186, data_time: 0.003, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1217, loss: 1.1217, grad_norm: 9.0839 2020-08-05 18:12:20,637 - mmaction - INFO - Epoch [89][240/3757] lr: 1.000e-04, eta: 1 day, 0:18:23, time: 1.764, data_time: 0.008, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8812, loss_cls: 1.2384, loss: 1.2384, grad_norm: 9.5780 2020-08-05 18:13:00,581 - mmaction - INFO - Epoch [89][260/3757] lr: 1.000e-04, eta: 1 day, 0:17:44, time: 1.998, data_time: 0.047, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1908, loss: 1.1908, grad_norm: 9.2368 2020-08-05 18:13:40,160 - mmaction - INFO - Epoch [89][280/3757] lr: 1.000e-04, eta: 1 day, 0:17:05, time: 1.976, data_time: 0.088, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8992, loss_cls: 1.1172, loss: 1.1172, grad_norm: 9.2582 2020-08-05 18:14:19,567 - mmaction - INFO - Epoch [89][300/3757] lr: 1.000e-04, eta: 1 day, 0:16:26, time: 1.972, data_time: 0.098, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8711, loss_cls: 1.1942, loss: 1.1942, grad_norm: 9.2577 2020-08-05 18:14:57,030 - mmaction - INFO - Epoch [89][320/3757] lr: 1.000e-04, eta: 1 day, 0:15:47, time: 1.868, data_time: 0.008, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8992, loss_cls: 1.1404, loss: 1.1404, grad_norm: 9.3164 2020-08-05 18:15:35,243 - mmaction - INFO - Epoch [89][340/3757] lr: 1.000e-04, eta: 1 day, 0:15:07, time: 1.915, data_time: 0.063, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8914, loss_cls: 1.0550, loss: 1.0550, grad_norm: 8.6724 2020-08-05 18:16:14,175 - mmaction - INFO - Epoch [89][360/3757] lr: 1.000e-04, eta: 1 day, 0:14:28, time: 1.946, data_time: 0.145, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.2715, loss: 1.2715, grad_norm: 9.6489 2020-08-05 18:16:52,692 - mmaction - INFO - Epoch [89][380/3757] lr: 1.000e-04, eta: 1 day, 0:13:49, time: 1.926, data_time: 0.015, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8859, loss_cls: 1.1601, loss: 1.1601, grad_norm: 9.4117 2020-08-05 18:17:33,960 - mmaction - INFO - Epoch [89][400/3757] lr: 1.000e-04, eta: 1 day, 0:13:11, time: 2.060, data_time: 0.371, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1328, loss: 1.1328, grad_norm: 9.1149 2020-08-05 18:18:12,246 - mmaction - INFO - Epoch [89][420/3757] lr: 1.000e-04, eta: 1 day, 0:12:32, time: 1.913, data_time: 0.007, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1771, loss: 1.1771, grad_norm: 9.3980 2020-08-05 18:18:49,612 - mmaction - INFO - Epoch [89][440/3757] lr: 1.000e-04, eta: 1 day, 0:11:52, time: 1.872, data_time: 0.009, memory: 5166, top1_acc: 0.7383, top5_acc: 0.9039, loss_cls: 1.0736, loss: 1.0736, grad_norm: 9.0089 2020-08-05 18:19:29,056 - mmaction - INFO - Epoch [89][460/3757] lr: 1.000e-04, eta: 1 day, 0:11:13, time: 1.970, data_time: 0.009, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8953, loss_cls: 1.1510, loss: 1.1510, grad_norm: 9.3042 2020-08-05 18:20:09,226 - mmaction - INFO - Epoch [89][480/3757] lr: 1.000e-04, eta: 1 day, 0:10:34, time: 2.014, data_time: 0.009, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8859, loss_cls: 1.1270, loss: 1.1270, grad_norm: 8.9679 2020-08-05 18:20:49,845 - mmaction - INFO - Epoch [89][500/3757] lr: 1.000e-04, eta: 1 day, 0:09:56, time: 2.029, data_time: 0.002, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8836, loss_cls: 1.2225, loss: 1.2225, grad_norm: 9.2815 2020-08-05 18:21:25,180 - mmaction - INFO - Epoch [89][520/3757] lr: 1.000e-04, eta: 1 day, 0:09:16, time: 1.758, data_time: 0.009, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.1696, loss: 1.1696, grad_norm: 9.3314 2020-08-05 18:22:08,121 - mmaction - INFO - Epoch [89][540/3757] lr: 1.000e-04, eta: 1 day, 0:08:38, time: 2.156, data_time: 0.013, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8758, loss_cls: 1.1778, loss: 1.1778, grad_norm: 9.2896 2020-08-05 18:22:41,996 - mmaction - INFO - Epoch [89][560/3757] lr: 1.000e-04, eta: 1 day, 0:07:57, time: 1.694, data_time: 0.003, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8758, loss_cls: 1.2220, loss: 1.2220, grad_norm: 9.5040 2020-08-05 18:23:24,130 - mmaction - INFO - Epoch [89][580/3757] lr: 1.000e-04, eta: 1 day, 0:07:19, time: 2.104, data_time: 0.002, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8984, loss_cls: 1.1716, loss: 1.1716, grad_norm: 9.3008 2020-08-05 18:23:58,623 - mmaction - INFO - Epoch [89][600/3757] lr: 1.000e-04, eta: 1 day, 0:06:39, time: 1.720, data_time: 0.009, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8812, loss_cls: 1.1155, loss: 1.1155, grad_norm: 8.9069 2020-08-05 18:24:37,416 - mmaction - INFO - Epoch [89][620/3757] lr: 1.000e-04, eta: 1 day, 0:06:00, time: 1.947, data_time: 0.009, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8828, loss_cls: 1.1872, loss: 1.1872, grad_norm: 9.3096 2020-08-05 18:25:15,673 - mmaction - INFO - Epoch [89][640/3757] lr: 1.000e-04, eta: 1 day, 0:05:21, time: 1.904, data_time: 0.007, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8859, loss_cls: 1.1553, loss: 1.1553, grad_norm: 9.2912 2020-08-05 18:25:54,649 - mmaction - INFO - Epoch [89][660/3757] lr: 1.000e-04, eta: 1 day, 0:04:42, time: 1.957, data_time: 0.011, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8930, loss_cls: 1.1438, loss: 1.1438, grad_norm: 8.9562 2020-08-05 18:26:34,998 - mmaction - INFO - Epoch [89][680/3757] lr: 1.000e-04, eta: 1 day, 0:04:03, time: 2.017, data_time: 0.002, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8914, loss_cls: 1.0896, loss: 1.0896, grad_norm: 8.9061 2020-08-05 18:27:12,191 - mmaction - INFO - Epoch [89][700/3757] lr: 1.000e-04, eta: 1 day, 0:03:24, time: 1.859, data_time: 0.009, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8852, loss_cls: 1.1075, loss: 1.1075, grad_norm: 8.8738 2020-08-05 18:27:50,883 - mmaction - INFO - Epoch [89][720/3757] lr: 1.000e-04, eta: 1 day, 0:02:44, time: 1.934, data_time: 0.002, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.1544, loss: 1.1544, grad_norm: 9.0940 2020-08-05 18:28:31,845 - mmaction - INFO - Epoch [89][740/3757] lr: 1.000e-04, eta: 1 day, 0:02:06, time: 2.048, data_time: 0.008, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.1856, loss: 1.1856, grad_norm: 9.2901 2020-08-05 18:29:12,349 - mmaction - INFO - Epoch [89][760/3757] lr: 1.000e-04, eta: 1 day, 0:01:27, time: 2.019, data_time: 0.008, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1473, loss: 1.1473, grad_norm: 9.1912 2020-08-05 18:29:50,709 - mmaction - INFO - Epoch [89][780/3757] lr: 1.000e-04, eta: 1 day, 0:00:48, time: 1.924, data_time: 0.009, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8812, loss_cls: 1.1069, loss: 1.1069, grad_norm: 8.7770 2020-08-05 18:30:31,612 - mmaction - INFO - Epoch [89][800/3757] lr: 1.000e-04, eta: 1 day, 0:00:10, time: 2.043, data_time: 0.080, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1439, loss: 1.1439, grad_norm: 9.1221 2020-08-05 18:31:09,792 - mmaction - INFO - Epoch [89][820/3757] lr: 1.000e-04, eta: 23:59:30, time: 1.912, data_time: 0.007, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8852, loss_cls: 1.1813, loss: 1.1813, grad_norm: 9.3839 2020-08-05 18:31:50,710 - mmaction - INFO - Epoch [89][840/3757] lr: 1.000e-04, eta: 23:58:52, time: 2.039, data_time: 0.046, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8742, loss_cls: 1.2249, loss: 1.2249, grad_norm: 9.4391 2020-08-05 18:32:30,699 - mmaction - INFO - Epoch [89][860/3757] lr: 1.000e-04, eta: 23:58:13, time: 2.006, data_time: 1.379, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1824, loss: 1.1824, grad_norm: 9.4417 2020-08-05 18:33:10,823 - mmaction - INFO - Epoch [89][880/3757] lr: 1.000e-04, eta: 23:57:34, time: 2.003, data_time: 1.335, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8773, loss_cls: 1.2458, loss: 1.2458, grad_norm: 9.3975 2020-08-05 18:33:46,920 - mmaction - INFO - Epoch [89][900/3757] lr: 1.000e-04, eta: 23:56:54, time: 1.805, data_time: 0.999, memory: 5166, top1_acc: 0.7203, top5_acc: 0.9023, loss_cls: 1.0760, loss: 1.0760, grad_norm: 8.8500 2020-08-05 18:34:25,563 - mmaction - INFO - Epoch [89][920/3757] lr: 1.000e-04, eta: 23:56:15, time: 1.936, data_time: 0.881, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1066, loss: 1.1066, grad_norm: 8.9807 2020-08-05 18:35:05,703 - mmaction - INFO - Epoch [89][940/3757] lr: 1.000e-04, eta: 23:55:37, time: 1.994, data_time: 0.786, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8883, loss_cls: 1.1317, loss: 1.1317, grad_norm: 8.9875 2020-08-05 18:35:44,615 - mmaction - INFO - Epoch [89][960/3757] lr: 1.000e-04, eta: 23:54:58, time: 1.956, data_time: 0.215, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8859, loss_cls: 1.1329, loss: 1.1329, grad_norm: 8.9140 2020-08-05 18:36:25,176 - mmaction - INFO - Epoch [89][980/3757] lr: 1.000e-04, eta: 23:54:19, time: 2.027, data_time: 0.155, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1600, loss: 1.1600, grad_norm: 9.3852 2020-08-05 18:37:05,615 - mmaction - INFO - Epoch [89][1000/3757] lr: 1.000e-04, eta: 23:53:40, time: 2.027, data_time: 0.032, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8773, loss_cls: 1.1771, loss: 1.1771, grad_norm: 9.0027 2020-08-05 18:37:42,993 - mmaction - INFO - Epoch [89][1020/3757] lr: 1.000e-04, eta: 23:53:01, time: 1.858, data_time: 0.005, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8883, loss_cls: 1.1695, loss: 1.1695, grad_norm: 8.9298 2020-08-05 18:38:21,086 - mmaction - INFO - Epoch [89][1040/3757] lr: 1.000e-04, eta: 23:52:22, time: 1.913, data_time: 0.016, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8742, loss_cls: 1.1590, loss: 1.1590, grad_norm: 9.0617 2020-08-05 18:39:00,337 - mmaction - INFO - Epoch [89][1060/3757] lr: 1.000e-04, eta: 23:51:43, time: 1.965, data_time: 0.057, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.1985, loss: 1.1985, grad_norm: 9.3668 2020-08-05 18:39:38,710 - mmaction - INFO - Epoch [89][1080/3757] lr: 1.000e-04, eta: 23:51:03, time: 1.919, data_time: 0.257, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8852, loss_cls: 1.1591, loss: 1.1591, grad_norm: 9.0474 2020-08-05 18:40:18,735 - mmaction - INFO - Epoch [89][1100/3757] lr: 1.000e-04, eta: 23:50:25, time: 1.998, data_time: 0.786, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8695, loss_cls: 1.2235, loss: 1.2235, grad_norm: 9.4898 2020-08-05 18:40:58,725 - mmaction - INFO - Epoch [89][1120/3757] lr: 1.000e-04, eta: 23:49:46, time: 1.998, data_time: 0.009, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8859, loss_cls: 1.1230, loss: 1.1230, grad_norm: 9.0246 2020-08-05 18:41:36,719 - mmaction - INFO - Epoch [89][1140/3757] lr: 1.000e-04, eta: 23:49:06, time: 1.898, data_time: 0.012, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8672, loss_cls: 1.1971, loss: 1.1971, grad_norm: 8.8385 2020-08-05 18:42:16,562 - mmaction - INFO - Epoch [89][1160/3757] lr: 1.000e-04, eta: 23:48:28, time: 1.992, data_time: 0.009, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.2007, loss: 1.2007, grad_norm: 9.5421 2020-08-05 18:42:54,202 - mmaction - INFO - Epoch [89][1180/3757] lr: 1.000e-04, eta: 23:47:48, time: 1.882, data_time: 0.286, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8789, loss_cls: 1.2367, loss: 1.2367, grad_norm: 9.4997 2020-08-05 18:43:32,034 - mmaction - INFO - Epoch [89][1200/3757] lr: 1.000e-04, eta: 23:47:09, time: 1.896, data_time: 0.607, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.2038, loss: 1.2038, grad_norm: 9.2176 2020-08-05 18:44:10,125 - mmaction - INFO - Epoch [89][1220/3757] lr: 1.000e-04, eta: 23:46:30, time: 1.904, data_time: 0.583, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.1818, loss: 1.1818, grad_norm: 9.2816 2020-08-05 18:44:53,982 - mmaction - INFO - Epoch [89][1240/3757] lr: 1.000e-04, eta: 23:45:52, time: 2.187, data_time: 0.016, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1671, loss: 1.1671, grad_norm: 9.2008 2020-08-05 18:45:32,640 - mmaction - INFO - Epoch [89][1260/3757] lr: 1.000e-04, eta: 23:45:13, time: 1.940, data_time: 0.040, memory: 5166, top1_acc: 0.7406, top5_acc: 0.8875, loss_cls: 1.1183, loss: 1.1183, grad_norm: 8.9763 2020-08-05 18:46:14,685 - mmaction - INFO - Epoch [89][1280/3757] lr: 1.000e-04, eta: 23:44:35, time: 2.103, data_time: 1.136, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1503, loss: 1.1503, grad_norm: 9.2177 2020-08-05 18:46:54,921 - mmaction - INFO - Epoch [89][1300/3757] lr: 1.000e-04, eta: 23:43:56, time: 2.012, data_time: 1.395, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8914, loss_cls: 1.0972, loss: 1.0972, grad_norm: 9.0025 2020-08-05 18:47:29,985 - mmaction - INFO - Epoch [89][1320/3757] lr: 1.000e-04, eta: 23:43:16, time: 1.751, data_time: 0.995, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8938, loss_cls: 1.1711, loss: 1.1711, grad_norm: 9.3411 2020-08-05 18:48:12,733 - mmaction - INFO - Epoch [89][1340/3757] lr: 1.000e-04, eta: 23:42:38, time: 2.132, data_time: 1.153, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.1994, loss: 1.1994, grad_norm: 9.1169 2020-08-05 18:48:48,657 - mmaction - INFO - Epoch [89][1360/3757] lr: 1.000e-04, eta: 23:41:58, time: 1.802, data_time: 1.067, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1448, loss: 1.1448, grad_norm: 8.9609 2020-08-05 18:49:27,444 - mmaction - INFO - Epoch [89][1380/3757] lr: 1.000e-04, eta: 23:41:19, time: 1.932, data_time: 0.153, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8961, loss_cls: 1.0838, loss: 1.0838, grad_norm: 9.1542 2020-08-05 18:50:08,006 - mmaction - INFO - Epoch [89][1400/3757] lr: 1.000e-04, eta: 23:40:40, time: 2.038, data_time: 0.012, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8703, loss_cls: 1.2528, loss: 1.2528, grad_norm: 9.8284 2020-08-05 18:50:41,837 - mmaction - INFO - Epoch [89][1420/3757] lr: 1.000e-04, eta: 23:40:00, time: 1.691, data_time: 0.002, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8945, loss_cls: 1.1191, loss: 1.1191, grad_norm: 9.3980 2020-08-05 18:51:24,074 - mmaction - INFO - Epoch [89][1440/3757] lr: 1.000e-04, eta: 23:39:22, time: 2.110, data_time: 0.159, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8938, loss_cls: 1.1235, loss: 1.1235, grad_norm: 9.1302 2020-08-05 18:52:02,042 - mmaction - INFO - Epoch [89][1460/3757] lr: 1.000e-04, eta: 23:38:42, time: 1.901, data_time: 0.007, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.1344, loss: 1.1344, grad_norm: 9.1001 2020-08-05 18:52:39,123 - mmaction - INFO - Epoch [89][1480/3757] lr: 1.000e-04, eta: 23:38:03, time: 1.845, data_time: 0.002, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.1784, loss: 1.1784, grad_norm: 9.1994 2020-08-05 18:53:20,337 - mmaction - INFO - Epoch [89][1500/3757] lr: 1.000e-04, eta: 23:37:24, time: 2.060, data_time: 0.012, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8898, loss_cls: 1.1568, loss: 1.1568, grad_norm: 9.1710 2020-08-05 18:53:56,333 - mmaction - INFO - Epoch [89][1520/3757] lr: 1.000e-04, eta: 23:36:45, time: 1.809, data_time: 0.015, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.1496, loss: 1.1496, grad_norm: 8.9863 2020-08-05 18:54:33,359 - mmaction - INFO - Epoch [89][1540/3757] lr: 1.000e-04, eta: 23:36:05, time: 1.847, data_time: 0.059, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8789, loss_cls: 1.1623, loss: 1.1623, grad_norm: 9.0460 2020-08-05 18:55:15,078 - mmaction - INFO - Epoch [89][1560/3757] lr: 1.000e-04, eta: 23:35:27, time: 2.081, data_time: 0.034, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.1375, loss: 1.1375, grad_norm: 8.9847 2020-08-05 18:55:54,494 - mmaction - INFO - Epoch [89][1580/3757] lr: 1.000e-04, eta: 23:34:48, time: 1.980, data_time: 0.417, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2480, loss: 1.2480, grad_norm: 9.4856 2020-08-05 18:56:31,757 - mmaction - INFO - Epoch [89][1600/3757] lr: 1.000e-04, eta: 23:34:08, time: 1.856, data_time: 0.688, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.1880, loss: 1.1880, grad_norm: 8.9648 2020-08-05 18:57:09,802 - mmaction - INFO - Epoch [89][1620/3757] lr: 1.000e-04, eta: 23:33:29, time: 1.908, data_time: 0.448, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8805, loss_cls: 1.1381, loss: 1.1381, grad_norm: 9.3566 2020-08-05 18:57:51,011 - mmaction - INFO - Epoch [89][1640/3757] lr: 1.000e-04, eta: 23:32:51, time: 2.056, data_time: 1.422, memory: 5166, top1_acc: 0.7242, top5_acc: 0.9078, loss_cls: 1.0779, loss: 1.0779, grad_norm: 9.1853 2020-08-05 18:58:27,523 - mmaction - INFO - Epoch [89][1660/3757] lr: 1.000e-04, eta: 23:32:11, time: 1.831, data_time: 0.821, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8773, loss_cls: 1.2134, loss: 1.2134, grad_norm: 9.3788 2020-08-05 18:59:04,324 - mmaction - INFO - Epoch [89][1680/3757] lr: 1.000e-04, eta: 23:31:31, time: 1.840, data_time: 0.010, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8938, loss_cls: 1.1026, loss: 1.1026, grad_norm: 9.0433 2020-08-05 18:59:45,157 - mmaction - INFO - Epoch [89][1700/3757] lr: 1.000e-04, eta: 23:30:53, time: 2.041, data_time: 0.002, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.1710, loss: 1.1710, grad_norm: 9.4195 2020-08-05 19:00:24,740 - mmaction - INFO - Epoch [89][1720/3757] lr: 1.000e-04, eta: 23:30:14, time: 1.963, data_time: 0.009, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.2162, loss: 1.2162, grad_norm: 9.2363 2020-08-05 19:01:03,257 - mmaction - INFO - Epoch [89][1740/3757] lr: 1.000e-04, eta: 23:29:35, time: 1.942, data_time: 0.123, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8977, loss_cls: 1.1177, loss: 1.1177, grad_norm: 9.0225 2020-08-05 19:01:41,057 - mmaction - INFO - Epoch [89][1760/3757] lr: 1.000e-04, eta: 23:28:55, time: 1.884, data_time: 0.158, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8867, loss_cls: 1.1264, loss: 1.1264, grad_norm: 8.9520 2020-08-05 19:02:19,883 - mmaction - INFO - Epoch [89][1780/3757] lr: 1.000e-04, eta: 23:28:16, time: 1.947, data_time: 1.083, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8914, loss_cls: 1.1721, loss: 1.1721, grad_norm: 9.5372 2020-08-05 19:02:59,566 - mmaction - INFO - Epoch [89][1800/3757] lr: 1.000e-04, eta: 23:27:37, time: 1.984, data_time: 0.174, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8836, loss_cls: 1.1496, loss: 1.1496, grad_norm: 9.2881 2020-08-05 19:03:39,514 - mmaction - INFO - Epoch [89][1820/3757] lr: 1.000e-04, eta: 23:26:59, time: 1.992, data_time: 0.118, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8797, loss_cls: 1.1633, loss: 1.1633, grad_norm: 9.2195 2020-08-05 19:04:21,055 - mmaction - INFO - Epoch [89][1840/3757] lr: 1.000e-04, eta: 23:26:20, time: 2.084, data_time: 0.031, memory: 5166, top1_acc: 0.7289, top5_acc: 0.9000, loss_cls: 1.1154, loss: 1.1154, grad_norm: 8.8940 2020-08-05 19:04:58,513 - mmaction - INFO - Epoch [89][1860/3757] lr: 1.000e-04, eta: 23:25:41, time: 1.873, data_time: 0.006, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8922, loss_cls: 1.1575, loss: 1.1575, grad_norm: 9.2750 2020-08-05 19:05:39,479 - mmaction - INFO - Epoch [89][1880/3757] lr: 1.000e-04, eta: 23:25:02, time: 2.041, data_time: 0.007, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8836, loss_cls: 1.1669, loss: 1.1669, grad_norm: 9.1560 2020-08-05 19:06:19,036 - mmaction - INFO - Epoch [89][1900/3757] lr: 1.000e-04, eta: 23:24:23, time: 1.985, data_time: 0.010, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8836, loss_cls: 1.1294, loss: 1.1294, grad_norm: 8.8107 2020-08-05 19:07:00,766 - mmaction - INFO - Epoch [89][1920/3757] lr: 1.000e-04, eta: 23:23:45, time: 2.087, data_time: 0.008, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8703, loss_cls: 1.2307, loss: 1.2307, grad_norm: 9.3077 2020-08-05 19:07:39,155 - mmaction - INFO - Epoch [89][1940/3757] lr: 1.000e-04, eta: 23:23:06, time: 1.911, data_time: 0.007, memory: 5166, top1_acc: 0.7445, top5_acc: 0.8992, loss_cls: 1.0554, loss: 1.0554, grad_norm: 8.6715 2020-08-05 19:08:15,912 - mmaction - INFO - Epoch [89][1960/3757] lr: 1.000e-04, eta: 23:22:26, time: 1.844, data_time: 0.011, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8867, loss_cls: 1.1400, loss: 1.1400, grad_norm: 9.0002 2020-08-05 19:08:56,225 - mmaction - INFO - Epoch [89][1980/3757] lr: 1.000e-04, eta: 23:21:48, time: 2.018, data_time: 0.010, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8930, loss_cls: 1.1577, loss: 1.1577, grad_norm: 9.0452 2020-08-05 19:09:36,608 - mmaction - INFO - Epoch [89][2000/3757] lr: 1.000e-04, eta: 23:21:09, time: 2.016, data_time: 0.012, memory: 5166, top1_acc: 0.7375, top5_acc: 0.9070, loss_cls: 1.0740, loss: 1.0740, grad_norm: 9.1489 2020-08-05 19:10:12,897 - mmaction - INFO - Epoch [89][2020/3757] lr: 1.000e-04, eta: 23:20:29, time: 1.812, data_time: 0.006, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.0989, loss: 1.0989, grad_norm: 8.9429 2020-08-05 19:10:53,001 - mmaction - INFO - Epoch [89][2040/3757] lr: 1.000e-04, eta: 23:19:50, time: 2.009, data_time: 0.011, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8906, loss_cls: 1.1702, loss: 1.1702, grad_norm: 9.1947 2020-08-05 19:11:29,965 - mmaction - INFO - Epoch [89][2060/3757] lr: 1.000e-04, eta: 23:19:11, time: 1.848, data_time: 0.011, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8812, loss_cls: 1.1909, loss: 1.1909, grad_norm: 9.1077 2020-08-05 19:12:10,516 - mmaction - INFO - Epoch [89][2080/3757] lr: 1.000e-04, eta: 23:18:32, time: 2.027, data_time: 0.011, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8773, loss_cls: 1.1697, loss: 1.1697, grad_norm: 8.8994 2020-08-05 19:12:48,930 - mmaction - INFO - Epoch [89][2100/3757] lr: 1.000e-04, eta: 23:17:53, time: 1.917, data_time: 0.007, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1676, loss: 1.1676, grad_norm: 9.3511 2020-08-05 19:13:26,060 - mmaction - INFO - Epoch [89][2120/3757] lr: 1.000e-04, eta: 23:17:14, time: 1.863, data_time: 0.113, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8688, loss_cls: 1.2487, loss: 1.2487, grad_norm: 8.9711 2020-08-05 19:14:05,436 - mmaction - INFO - Epoch [89][2140/3757] lr: 1.000e-04, eta: 23:16:35, time: 1.969, data_time: 0.827, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8875, loss_cls: 1.1433, loss: 1.1433, grad_norm: 8.9799 2020-08-05 19:14:44,442 - mmaction - INFO - Epoch [89][2160/3757] lr: 1.000e-04, eta: 23:15:56, time: 1.944, data_time: 1.323, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8969, loss_cls: 1.1622, loss: 1.1622, grad_norm: 9.4184 2020-08-05 19:15:25,077 - mmaction - INFO - Epoch [89][2180/3757] lr: 1.000e-04, eta: 23:15:17, time: 2.030, data_time: 1.456, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.0778, loss: 1.0778, grad_norm: 8.8516 2020-08-05 19:16:02,696 - mmaction - INFO - Epoch [89][2200/3757] lr: 1.000e-04, eta: 23:14:38, time: 1.888, data_time: 1.023, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8984, loss_cls: 1.0908, loss: 1.0908, grad_norm: 9.2015 2020-08-05 19:16:41,746 - mmaction - INFO - Epoch [89][2220/3757] lr: 1.000e-04, eta: 23:13:59, time: 1.954, data_time: 0.143, memory: 5166, top1_acc: 0.7250, top5_acc: 0.9016, loss_cls: 1.0854, loss: 1.0854, grad_norm: 8.8215 2020-08-05 19:17:21,648 - mmaction - INFO - Epoch [89][2240/3757] lr: 1.000e-04, eta: 23:13:20, time: 1.991, data_time: 0.039, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8750, loss_cls: 1.1956, loss: 1.1956, grad_norm: 8.8309 2020-08-05 19:18:01,325 - mmaction - INFO - Epoch [89][2260/3757] lr: 1.000e-04, eta: 23:12:41, time: 1.986, data_time: 0.009, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8766, loss_cls: 1.1767, loss: 1.1767, grad_norm: 9.1631 2020-08-05 19:18:38,617 - mmaction - INFO - Epoch [89][2280/3757] lr: 1.000e-04, eta: 23:12:01, time: 1.864, data_time: 0.018, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8797, loss_cls: 1.2192, loss: 1.2192, grad_norm: 9.2676 2020-08-05 19:19:20,676 - mmaction - INFO - Epoch [89][2300/3757] lr: 1.000e-04, eta: 23:11:23, time: 2.103, data_time: 0.079, memory: 5166, top1_acc: 0.7289, top5_acc: 0.9117, loss_cls: 1.0565, loss: 1.0565, grad_norm: 8.9567 2020-08-05 19:19:56,163 - mmaction - INFO - Epoch [89][2320/3757] lr: 1.000e-04, eta: 23:10:43, time: 1.769, data_time: 0.009, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8766, loss_cls: 1.2000, loss: 1.2000, grad_norm: 9.2274 2020-08-05 19:20:36,542 - mmaction - INFO - Epoch [89][2340/3757] lr: 1.000e-04, eta: 23:10:05, time: 2.024, data_time: 0.015, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1809, loss: 1.1809, grad_norm: 9.4186 2020-08-05 19:21:12,628 - mmaction - INFO - Epoch [89][2360/3757] lr: 1.000e-04, eta: 23:09:25, time: 1.803, data_time: 0.010, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8953, loss_cls: 1.1360, loss: 1.1360, grad_norm: 9.2860 2020-08-05 19:21:50,089 - mmaction - INFO - Epoch [89][2380/3757] lr: 1.000e-04, eta: 23:08:45, time: 1.875, data_time: 0.006, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2191, loss: 1.2191, grad_norm: 9.6645 2020-08-05 19:22:30,895 - mmaction - INFO - Epoch [89][2400/3757] lr: 1.000e-04, eta: 23:08:07, time: 2.034, data_time: 0.004, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8992, loss_cls: 1.0930, loss: 1.0930, grad_norm: 9.1773 2020-08-05 19:23:07,883 - mmaction - INFO - Epoch [89][2420/3757] lr: 1.000e-04, eta: 23:07:27, time: 1.856, data_time: 0.016, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1581, loss: 1.1581, grad_norm: 9.1277 2020-08-05 19:23:48,347 - mmaction - INFO - Epoch [89][2440/3757] lr: 1.000e-04, eta: 23:06:49, time: 2.020, data_time: 0.009, memory: 5166, top1_acc: 0.7414, top5_acc: 0.8992, loss_cls: 1.0575, loss: 1.0575, grad_norm: 8.9329 2020-08-05 19:24:26,042 - mmaction - INFO - Epoch [89][2460/3757] lr: 1.000e-04, eta: 23:06:09, time: 1.888, data_time: 0.009, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8844, loss_cls: 1.1464, loss: 1.1464, grad_norm: 9.3322 2020-08-05 19:25:04,055 - mmaction - INFO - Epoch [89][2480/3757] lr: 1.000e-04, eta: 23:05:30, time: 1.902, data_time: 0.037, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.2192, loss: 1.2192, grad_norm: 9.6009 2020-08-05 19:25:45,543 - mmaction - INFO - Epoch [89][2500/3757] lr: 1.000e-04, eta: 23:04:52, time: 2.074, data_time: 0.039, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.1549, loss: 1.1549, grad_norm: 9.3278 2020-08-05 19:26:26,185 - mmaction - INFO - Epoch [89][2520/3757] lr: 1.000e-04, eta: 23:04:13, time: 2.027, data_time: 0.008, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8992, loss_cls: 1.1269, loss: 1.1269, grad_norm: 8.7841 2020-08-05 19:27:07,517 - mmaction - INFO - Epoch [89][2540/3757] lr: 1.000e-04, eta: 23:03:34, time: 2.071, data_time: 0.010, memory: 5166, top1_acc: 0.7375, top5_acc: 0.8945, loss_cls: 1.0963, loss: 1.0963, grad_norm: 8.9596 2020-08-05 19:27:44,147 - mmaction - INFO - Epoch [89][2560/3757] lr: 1.000e-04, eta: 23:02:55, time: 1.824, data_time: 0.007, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2608, loss: 1.2608, grad_norm: 9.6236 2020-08-05 19:28:22,633 - mmaction - INFO - Epoch [89][2580/3757] lr: 1.000e-04, eta: 23:02:16, time: 1.932, data_time: 0.137, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1102, loss: 1.1102, grad_norm: 8.8509 2020-08-05 19:29:00,389 - mmaction - INFO - Epoch [89][2600/3757] lr: 1.000e-04, eta: 23:01:36, time: 1.881, data_time: 0.535, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1629, loss: 1.1629, grad_norm: 8.8230 2020-08-05 19:29:42,310 - mmaction - INFO - Epoch [89][2620/3757] lr: 1.000e-04, eta: 23:00:58, time: 2.098, data_time: 0.692, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8914, loss_cls: 1.1393, loss: 1.1393, grad_norm: 9.4029 2020-08-05 19:30:24,062 - mmaction - INFO - Epoch [89][2640/3757] lr: 1.000e-04, eta: 23:00:20, time: 2.089, data_time: 0.452, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8742, loss_cls: 1.2062, loss: 1.2062, grad_norm: 9.1450 2020-08-05 19:31:04,507 - mmaction - INFO - Epoch [89][2660/3757] lr: 1.000e-04, eta: 22:59:41, time: 2.021, data_time: 0.006, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8859, loss_cls: 1.1541, loss: 1.1541, grad_norm: 8.9496 2020-08-05 19:31:42,708 - mmaction - INFO - Epoch [89][2680/3757] lr: 1.000e-04, eta: 22:59:02, time: 1.907, data_time: 0.075, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.2126, loss: 1.2126, grad_norm: 9.2599 2020-08-05 19:32:22,231 - mmaction - INFO - Epoch [89][2700/3757] lr: 1.000e-04, eta: 22:58:23, time: 1.980, data_time: 0.975, memory: 5166, top1_acc: 0.7273, top5_acc: 0.9008, loss_cls: 1.0944, loss: 1.0944, grad_norm: 9.1981 2020-08-05 19:33:00,760 - mmaction - INFO - Epoch [89][2720/3757] lr: 1.000e-04, eta: 22:57:44, time: 1.929, data_time: 0.010, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8836, loss_cls: 1.1492, loss: 1.1492, grad_norm: 9.2154 2020-08-05 19:33:40,717 - mmaction - INFO - Epoch [89][2740/3757] lr: 1.000e-04, eta: 22:57:05, time: 1.992, data_time: 0.010, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8922, loss_cls: 1.0898, loss: 1.0898, grad_norm: 9.1700 2020-08-05 19:34:21,962 - mmaction - INFO - Epoch [89][2760/3757] lr: 1.000e-04, eta: 22:56:26, time: 2.068, data_time: 0.009, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8891, loss_cls: 1.1573, loss: 1.1573, grad_norm: 9.0657 2020-08-05 19:35:01,581 - mmaction - INFO - Epoch [89][2780/3757] lr: 1.000e-04, eta: 22:55:48, time: 1.980, data_time: 0.009, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8695, loss_cls: 1.2564, loss: 1.2564, grad_norm: 9.3836 2020-08-05 19:35:37,748 - mmaction - INFO - Epoch [89][2800/3757] lr: 1.000e-04, eta: 22:55:08, time: 1.808, data_time: 0.004, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2308, loss: 1.2308, grad_norm: 9.5226 2020-08-05 19:36:17,100 - mmaction - INFO - Epoch [89][2820/3757] lr: 1.000e-04, eta: 22:54:29, time: 1.968, data_time: 0.506, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8625, loss_cls: 1.2926, loss: 1.2926, grad_norm: 9.5973 2020-08-05 19:36:55,788 - mmaction - INFO - Epoch [89][2840/3757] lr: 1.000e-04, eta: 22:53:50, time: 1.931, data_time: 0.770, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8984, loss_cls: 1.0812, loss: 1.0812, grad_norm: 8.9196 2020-08-05 19:37:33,990 - mmaction - INFO - Epoch [89][2860/3757] lr: 1.000e-04, eta: 22:53:11, time: 1.915, data_time: 0.177, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8859, loss_cls: 1.1496, loss: 1.1496, grad_norm: 9.1995 2020-08-05 19:38:13,535 - mmaction - INFO - Epoch [89][2880/3757] lr: 1.000e-04, eta: 22:52:32, time: 1.971, data_time: 0.094, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2252, loss: 1.2252, grad_norm: 9.1112 2020-08-05 19:38:51,108 - mmaction - INFO - Epoch [89][2900/3757] lr: 1.000e-04, eta: 22:51:52, time: 1.881, data_time: 0.008, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1350, loss: 1.1350, grad_norm: 8.7108 2020-08-05 19:39:29,938 - mmaction - INFO - Epoch [89][2920/3757] lr: 1.000e-04, eta: 22:51:13, time: 1.942, data_time: 0.016, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8977, loss_cls: 1.1148, loss: 1.1148, grad_norm: 8.9601 2020-08-05 19:40:10,592 - mmaction - INFO - Epoch [89][2940/3757] lr: 1.000e-04, eta: 22:50:35, time: 2.035, data_time: 0.830, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8891, loss_cls: 1.1475, loss: 1.1475, grad_norm: 9.1148 2020-08-05 19:40:47,970 - mmaction - INFO - Epoch [89][2960/3757] lr: 1.000e-04, eta: 22:49:55, time: 1.869, data_time: 0.004, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1540, loss: 1.1540, grad_norm: 9.1687 2020-08-05 19:41:27,979 - mmaction - INFO - Epoch [89][2980/3757] lr: 1.000e-04, eta: 22:49:16, time: 1.993, data_time: 0.145, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8852, loss_cls: 1.1684, loss: 1.1684, grad_norm: 9.3370 2020-08-05 19:42:06,646 - mmaction - INFO - Epoch [89][3000/3757] lr: 1.000e-04, eta: 22:48:37, time: 1.936, data_time: 0.013, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8992, loss_cls: 1.1472, loss: 1.1472, grad_norm: 9.3559 2020-08-05 19:42:47,761 - mmaction - INFO - Epoch [89][3020/3757] lr: 1.000e-04, eta: 22:47:59, time: 2.063, data_time: 0.010, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8820, loss_cls: 1.2015, loss: 1.2015, grad_norm: 9.3016 2020-08-05 19:43:28,095 - mmaction - INFO - Epoch [89][3040/3757] lr: 1.000e-04, eta: 22:47:20, time: 2.017, data_time: 0.002, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8766, loss_cls: 1.1434, loss: 1.1434, grad_norm: 9.0750 2020-08-05 19:44:07,948 - mmaction - INFO - Epoch [89][3060/3757] lr: 1.000e-04, eta: 22:46:41, time: 1.992, data_time: 0.002, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1670, loss: 1.1670, grad_norm: 9.4135 2020-08-05 19:44:45,800 - mmaction - INFO - Epoch [89][3080/3757] lr: 1.000e-04, eta: 22:46:02, time: 1.892, data_time: 0.150, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1588, loss: 1.1588, grad_norm: 9.4582 2020-08-05 19:45:21,817 - mmaction - INFO - Epoch [89][3100/3757] lr: 1.000e-04, eta: 22:45:22, time: 1.797, data_time: 0.941, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1512, loss: 1.1512, grad_norm: 9.1943 2020-08-05 19:46:04,952 - mmaction - INFO - Epoch [89][3120/3757] lr: 1.000e-04, eta: 22:44:44, time: 2.161, data_time: 0.403, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8945, loss_cls: 1.1005, loss: 1.1005, grad_norm: 8.8348 2020-08-05 19:46:44,941 - mmaction - INFO - Epoch [89][3140/3757] lr: 1.000e-04, eta: 22:44:05, time: 2.000, data_time: 0.009, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8820, loss_cls: 1.1849, loss: 1.1849, grad_norm: 9.1371 2020-08-05 19:47:22,751 - mmaction - INFO - Epoch [89][3160/3757] lr: 1.000e-04, eta: 22:43:26, time: 1.889, data_time: 0.003, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8766, loss_cls: 1.2073, loss: 1.2073, grad_norm: 9.1930 2020-08-05 19:48:02,466 - mmaction - INFO - Epoch [89][3180/3757] lr: 1.000e-04, eta: 22:42:47, time: 1.987, data_time: 0.085, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8773, loss_cls: 1.1823, loss: 1.1823, grad_norm: 9.1666 2020-08-05 19:48:40,675 - mmaction - INFO - Epoch [89][3200/3757] lr: 1.000e-04, eta: 22:42:08, time: 1.909, data_time: 0.008, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8867, loss_cls: 1.2036, loss: 1.2036, grad_norm: 9.4901 2020-08-05 19:49:19,510 - mmaction - INFO - Epoch [89][3220/3757] lr: 1.000e-04, eta: 22:41:29, time: 1.941, data_time: 0.008, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8867, loss_cls: 1.1497, loss: 1.1497, grad_norm: 9.1121 2020-08-05 19:49:59,548 - mmaction - INFO - Epoch [89][3240/3757] lr: 1.000e-04, eta: 22:40:50, time: 1.996, data_time: 0.009, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8719, loss_cls: 1.1974, loss: 1.1974, grad_norm: 9.1649 2020-08-05 19:50:36,839 - mmaction - INFO - Epoch [89][3260/3757] lr: 1.000e-04, eta: 22:40:11, time: 1.869, data_time: 0.026, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.0981, loss: 1.0981, grad_norm: 9.1579 2020-08-05 19:51:11,469 - mmaction - INFO - Epoch [89][3280/3757] lr: 1.000e-04, eta: 22:39:31, time: 1.736, data_time: 0.013, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8797, loss_cls: 1.1542, loss: 1.1542, grad_norm: 9.2180 2020-08-05 19:51:52,979 - mmaction - INFO - Epoch [89][3300/3757] lr: 1.000e-04, eta: 22:38:52, time: 2.069, data_time: 0.285, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1146, loss: 1.1146, grad_norm: 9.1113 2020-08-05 19:52:33,247 - mmaction - INFO - Epoch [89][3320/3757] lr: 1.000e-04, eta: 22:38:13, time: 2.015, data_time: 0.024, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8914, loss_cls: 1.1226, loss: 1.1226, grad_norm: 9.1958 2020-08-05 19:53:14,441 - mmaction - INFO - Epoch [89][3340/3757] lr: 1.000e-04, eta: 22:37:35, time: 2.061, data_time: 0.386, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.1846, loss: 1.1846, grad_norm: 9.4333 2020-08-05 19:53:53,778 - mmaction - INFO - Epoch [89][3360/3757] lr: 1.000e-04, eta: 22:36:56, time: 1.970, data_time: 0.259, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8914, loss_cls: 1.0752, loss: 1.0752, grad_norm: 8.9490 2020-08-05 19:54:33,834 - mmaction - INFO - Epoch [89][3380/3757] lr: 1.000e-04, eta: 22:36:17, time: 1.996, data_time: 0.007, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8734, loss_cls: 1.1746, loss: 1.1746, grad_norm: 9.1546 2020-08-05 19:55:08,008 - mmaction - INFO - Epoch [89][3400/3757] lr: 1.000e-04, eta: 22:35:37, time: 1.715, data_time: 0.009, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.0897, loss: 1.0897, grad_norm: 8.7215 2020-08-05 19:55:47,094 - mmaction - INFO - Epoch [89][3420/3757] lr: 1.000e-04, eta: 22:34:58, time: 1.950, data_time: 0.065, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8789, loss_cls: 1.1396, loss: 1.1396, grad_norm: 8.9272 2020-08-05 19:56:26,708 - mmaction - INFO - Epoch [89][3440/3757] lr: 1.000e-04, eta: 22:34:19, time: 1.978, data_time: 0.039, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8938, loss_cls: 1.1158, loss: 1.1158, grad_norm: 8.9655 2020-08-05 19:57:07,386 - mmaction - INFO - Epoch [89][3460/3757] lr: 1.000e-04, eta: 22:33:40, time: 2.037, data_time: 0.147, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8891, loss_cls: 1.1709, loss: 1.1709, grad_norm: 9.1585 2020-08-05 19:57:45,416 - mmaction - INFO - Epoch [89][3480/3757] lr: 1.000e-04, eta: 22:33:01, time: 1.894, data_time: 0.012, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8859, loss_cls: 1.1702, loss: 1.1702, grad_norm: 9.2413 2020-08-05 19:58:23,258 - mmaction - INFO - Epoch [89][3500/3757] lr: 1.000e-04, eta: 22:32:22, time: 1.902, data_time: 0.014, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.1592, loss: 1.1592, grad_norm: 9.2096 2020-08-05 19:59:00,634 - mmaction - INFO - Epoch [89][3520/3757] lr: 1.000e-04, eta: 22:31:42, time: 1.867, data_time: 0.009, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8695, loss_cls: 1.2090, loss: 1.2090, grad_norm: 9.2309 2020-08-05 19:59:42,494 - mmaction - INFO - Epoch [89][3540/3757] lr: 1.000e-04, eta: 22:31:04, time: 2.091, data_time: 0.008, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8805, loss_cls: 1.1834, loss: 1.1834, grad_norm: 9.5263 2020-08-05 20:00:20,060 - mmaction - INFO - Epoch [89][3560/3757] lr: 1.000e-04, eta: 22:30:25, time: 1.872, data_time: 0.044, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8914, loss_cls: 1.1639, loss: 1.1639, grad_norm: 9.3529 2020-08-05 20:00:59,664 - mmaction - INFO - Epoch [89][3580/3757] lr: 1.000e-04, eta: 22:29:46, time: 1.984, data_time: 0.192, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.1439, loss: 1.1439, grad_norm: 9.2581 2020-08-05 20:01:40,573 - mmaction - INFO - Epoch [89][3600/3757] lr: 1.000e-04, eta: 22:29:07, time: 2.051, data_time: 0.083, memory: 5166, top1_acc: 0.7422, top5_acc: 0.8922, loss_cls: 1.0840, loss: 1.0840, grad_norm: 8.8146 2020-08-05 20:02:18,274 - mmaction - INFO - Epoch [89][3620/3757] lr: 1.000e-04, eta: 22:28:28, time: 1.883, data_time: 0.381, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8938, loss_cls: 1.1074, loss: 1.1074, grad_norm: 8.6766 2020-08-05 20:02:57,635 - mmaction - INFO - Epoch [89][3640/3757] lr: 1.000e-04, eta: 22:27:49, time: 1.964, data_time: 0.008, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8648, loss_cls: 1.2399, loss: 1.2399, grad_norm: 9.5432 2020-08-05 20:03:37,841 - mmaction - INFO - Epoch [89][3660/3757] lr: 1.000e-04, eta: 22:27:10, time: 2.015, data_time: 0.104, memory: 5166, top1_acc: 0.7234, top5_acc: 0.9000, loss_cls: 1.1051, loss: 1.1051, grad_norm: 9.2101 2020-08-05 20:04:17,687 - mmaction - INFO - Epoch [89][3680/3757] lr: 1.000e-04, eta: 22:26:31, time: 1.990, data_time: 0.528, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8852, loss_cls: 1.1288, loss: 1.1288, grad_norm: 9.2088 2020-08-05 20:04:54,709 - mmaction - INFO - Epoch [89][3700/3757] lr: 1.000e-04, eta: 22:25:52, time: 1.849, data_time: 0.089, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8906, loss_cls: 1.0994, loss: 1.0994, grad_norm: 8.7936 2020-08-05 20:05:34,816 - mmaction - INFO - Epoch [89][3720/3757] lr: 1.000e-04, eta: 22:25:13, time: 2.011, data_time: 0.010, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2033, loss: 1.2033, grad_norm: 9.6311 2020-08-05 20:06:12,536 - mmaction - INFO - Epoch [89][3740/3757] lr: 1.000e-04, eta: 22:24:34, time: 1.880, data_time: 0.008, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1120, loss: 1.1120, grad_norm: 8.9886 2020-08-05 20:06:42,920 - mmaction - INFO - Saving checkpoint at 89 epochs 2020-08-05 20:07:40,761 - mmaction - INFO - Epoch [90][20/3757] lr: 1.000e-04, eta: 22:23:17, time: 2.698, data_time: 0.571, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1695, loss: 1.1695, grad_norm: 8.7905 2020-08-05 20:08:20,161 - mmaction - INFO - Epoch [90][40/3757] lr: 1.000e-04, eta: 22:22:38, time: 1.973, data_time: 0.011, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8766, loss_cls: 1.2488, loss: 1.2488, grad_norm: 9.7468 2020-08-05 20:08:59,259 - mmaction - INFO - Epoch [90][60/3757] lr: 1.000e-04, eta: 22:21:59, time: 1.953, data_time: 0.111, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8883, loss_cls: 1.1425, loss: 1.1425, grad_norm: 9.1898 2020-08-05 20:09:41,598 - mmaction - INFO - Epoch [90][80/3757] lr: 1.000e-04, eta: 22:21:21, time: 2.120, data_time: 0.333, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8773, loss_cls: 1.1317, loss: 1.1317, grad_norm: 9.2620 2020-08-05 20:10:22,734 - mmaction - INFO - Epoch [90][100/3757] lr: 1.000e-04, eta: 22:20:43, time: 2.059, data_time: 0.461, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1427, loss: 1.1427, grad_norm: 8.9190 2020-08-05 20:10:58,683 - mmaction - INFO - Epoch [90][120/3757] lr: 1.000e-04, eta: 22:20:03, time: 1.799, data_time: 0.011, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1454, loss: 1.1454, grad_norm: 9.1870 2020-08-05 20:11:38,005 - mmaction - INFO - Epoch [90][140/3757] lr: 1.000e-04, eta: 22:19:24, time: 1.966, data_time: 0.003, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8758, loss_cls: 1.2094, loss: 1.2094, grad_norm: 9.2543 2020-08-05 20:12:18,294 - mmaction - INFO - Epoch [90][160/3757] lr: 1.000e-04, eta: 22:18:45, time: 2.006, data_time: 0.009, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.1948, loss: 1.1948, grad_norm: 9.1762 2020-08-05 20:12:56,451 - mmaction - INFO - Epoch [90][180/3757] lr: 1.000e-04, eta: 22:18:06, time: 1.910, data_time: 0.012, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8977, loss_cls: 1.0903, loss: 1.0903, grad_norm: 9.0332 2020-08-05 20:13:34,908 - mmaction - INFO - Epoch [90][200/3757] lr: 1.000e-04, eta: 22:17:27, time: 1.922, data_time: 0.011, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8961, loss_cls: 1.1353, loss: 1.1353, grad_norm: 9.3622 2020-08-05 20:14:12,187 - mmaction - INFO - Epoch [90][220/3757] lr: 1.000e-04, eta: 22:16:47, time: 1.868, data_time: 0.027, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8695, loss_cls: 1.1978, loss: 1.1978, grad_norm: 9.2998 2020-08-05 20:14:48,903 - mmaction - INFO - Epoch [90][240/3757] lr: 1.000e-04, eta: 22:16:08, time: 1.833, data_time: 0.058, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.2023, loss: 1.2023, grad_norm: 9.1371 2020-08-05 20:15:30,746 - mmaction - INFO - Epoch [90][260/3757] lr: 1.000e-04, eta: 22:15:29, time: 2.093, data_time: 0.009, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1357, loss: 1.1357, grad_norm: 9.0162 2020-08-05 20:16:11,914 - mmaction - INFO - Epoch [90][280/3757] lr: 1.000e-04, eta: 22:14:51, time: 2.063, data_time: 0.068, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8633, loss_cls: 1.2153, loss: 1.2153, grad_norm: 9.2880 2020-08-05 20:16:54,020 - mmaction - INFO - Epoch [90][300/3757] lr: 1.000e-04, eta: 22:14:13, time: 2.098, data_time: 0.008, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8758, loss_cls: 1.2037, loss: 1.2037, grad_norm: 9.1098 2020-08-05 20:17:30,239 - mmaction - INFO - Epoch [90][320/3757] lr: 1.000e-04, eta: 22:13:33, time: 1.820, data_time: 0.011, memory: 5166, top1_acc: 0.7414, top5_acc: 0.9047, loss_cls: 1.0522, loss: 1.0522, grad_norm: 8.4635 2020-08-05 20:18:08,371 - mmaction - INFO - Epoch [90][340/3757] lr: 1.000e-04, eta: 22:12:54, time: 1.897, data_time: 0.007, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8672, loss_cls: 1.2159, loss: 1.2159, grad_norm: 9.1969 2020-08-05 20:18:46,480 - mmaction - INFO - Epoch [90][360/3757] lr: 1.000e-04, eta: 22:12:14, time: 1.912, data_time: 0.012, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.1164, loss: 1.1164, grad_norm: 9.3138 2020-08-05 20:19:24,880 - mmaction - INFO - Epoch [90][380/3757] lr: 1.000e-04, eta: 22:11:35, time: 1.922, data_time: 0.006, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8898, loss_cls: 1.1595, loss: 1.1595, grad_norm: 9.3632 2020-08-05 20:20:04,632 - mmaction - INFO - Epoch [90][400/3757] lr: 1.000e-04, eta: 22:10:56, time: 1.989, data_time: 0.009, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1493, loss: 1.1493, grad_norm: 9.1683 2020-08-05 20:20:44,172 - mmaction - INFO - Epoch [90][420/3757] lr: 1.000e-04, eta: 22:10:17, time: 1.975, data_time: 0.002, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8812, loss_cls: 1.1589, loss: 1.1589, grad_norm: 9.2159 2020-08-05 20:21:27,654 - mmaction - INFO - Epoch [90][440/3757] lr: 1.000e-04, eta: 22:09:39, time: 2.172, data_time: 0.011, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1801, loss: 1.1801, grad_norm: 9.0917 2020-08-05 20:22:05,969 - mmaction - INFO - Epoch [90][460/3757] lr: 1.000e-04, eta: 22:09:00, time: 1.912, data_time: 0.007, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8844, loss_cls: 1.1410, loss: 1.1410, grad_norm: 8.8850 2020-08-05 20:22:44,561 - mmaction - INFO - Epoch [90][480/3757] lr: 1.000e-04, eta: 22:08:21, time: 1.937, data_time: 0.754, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8742, loss_cls: 1.1913, loss: 1.1913, grad_norm: 9.3250 2020-08-05 20:23:23,940 - mmaction - INFO - Epoch [90][500/3757] lr: 1.000e-04, eta: 22:07:42, time: 1.969, data_time: 1.265, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8805, loss_cls: 1.2013, loss: 1.2013, grad_norm: 9.3991 2020-08-05 20:24:00,987 - mmaction - INFO - Epoch [90][520/3757] lr: 1.000e-04, eta: 22:07:03, time: 1.852, data_time: 1.029, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8922, loss_cls: 1.0859, loss: 1.0859, grad_norm: 9.1996 2020-08-05 20:24:41,878 - mmaction - INFO - Epoch [90][540/3757] lr: 1.000e-04, eta: 22:06:24, time: 2.042, data_time: 1.070, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8797, loss_cls: 1.1932, loss: 1.1932, grad_norm: 9.4299 2020-08-05 20:25:19,204 - mmaction - INFO - Epoch [90][560/3757] lr: 1.000e-04, eta: 22:05:45, time: 1.865, data_time: 0.415, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8711, loss_cls: 1.2678, loss: 1.2678, grad_norm: 9.6196 2020-08-05 20:26:01,771 - mmaction - INFO - Epoch [90][580/3757] lr: 1.000e-04, eta: 22:05:07, time: 2.132, data_time: 1.318, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8953, loss_cls: 1.1641, loss: 1.1641, grad_norm: 9.2937 2020-08-05 20:26:38,329 - mmaction - INFO - Epoch [90][600/3757] lr: 1.000e-04, eta: 22:04:27, time: 1.821, data_time: 1.177, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8969, loss_cls: 1.0956, loss: 1.0956, grad_norm: 9.0170 2020-08-05 20:27:18,808 - mmaction - INFO - Epoch [90][620/3757] lr: 1.000e-04, eta: 22:03:48, time: 2.030, data_time: 1.187, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1534, loss: 1.1534, grad_norm: 9.2204 2020-08-05 20:27:57,753 - mmaction - INFO - Epoch [90][640/3757] lr: 1.000e-04, eta: 22:03:09, time: 1.940, data_time: 0.582, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.1868, loss: 1.1868, grad_norm: 9.2952 2020-08-05 20:28:34,702 - mmaction - INFO - Epoch [90][660/3757] lr: 1.000e-04, eta: 22:02:30, time: 1.856, data_time: 1.035, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8844, loss_cls: 1.1353, loss: 1.1353, grad_norm: 8.7682 2020-08-05 20:29:13,805 - mmaction - INFO - Epoch [90][680/3757] lr: 1.000e-04, eta: 22:01:51, time: 1.955, data_time: 1.073, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8891, loss_cls: 1.1230, loss: 1.1230, grad_norm: 9.1287 2020-08-05 20:29:49,702 - mmaction - INFO - Epoch [90][700/3757] lr: 1.000e-04, eta: 22:01:11, time: 1.793, data_time: 0.237, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8766, loss_cls: 1.1671, loss: 1.1671, grad_norm: 9.0863 2020-08-05 20:30:31,916 - mmaction - INFO - Epoch [90][720/3757] lr: 1.000e-04, eta: 22:00:33, time: 2.108, data_time: 0.527, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8656, loss_cls: 1.1794, loss: 1.1794, grad_norm: 9.2518 2020-08-05 20:31:11,332 - mmaction - INFO - Epoch [90][740/3757] lr: 1.000e-04, eta: 21:59:54, time: 1.975, data_time: 0.883, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1271, loss: 1.1271, grad_norm: 9.2019 2020-08-05 20:31:50,178 - mmaction - INFO - Epoch [90][760/3757] lr: 1.000e-04, eta: 21:59:15, time: 1.940, data_time: 0.718, memory: 5166, top1_acc: 0.7281, top5_acc: 0.9023, loss_cls: 1.0880, loss: 1.0880, grad_norm: 8.9210 2020-08-05 20:32:31,119 - mmaction - INFO - Epoch [90][780/3757] lr: 1.000e-04, eta: 21:58:36, time: 2.047, data_time: 1.272, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8828, loss_cls: 1.1771, loss: 1.1771, grad_norm: 9.0965 2020-08-05 20:33:08,029 - mmaction - INFO - Epoch [90][800/3757] lr: 1.000e-04, eta: 21:57:57, time: 1.847, data_time: 0.679, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1692, loss: 1.1692, grad_norm: 9.3437 2020-08-05 20:33:49,304 - mmaction - INFO - Epoch [90][820/3757] lr: 1.000e-04, eta: 21:57:18, time: 2.062, data_time: 0.118, memory: 5166, top1_acc: 0.7477, top5_acc: 0.9047, loss_cls: 1.0296, loss: 1.0296, grad_norm: 8.9888 2020-08-05 20:34:26,154 - mmaction - INFO - Epoch [90][840/3757] lr: 1.000e-04, eta: 21:56:38, time: 1.839, data_time: 0.147, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8852, loss_cls: 1.1365, loss: 1.1365, grad_norm: 8.9776 2020-08-05 20:35:02,741 - mmaction - INFO - Epoch [90][860/3757] lr: 1.000e-04, eta: 21:55:59, time: 1.832, data_time: 0.479, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8938, loss_cls: 1.0970, loss: 1.0970, grad_norm: 8.9128 2020-08-05 20:35:44,058 - mmaction - INFO - Epoch [90][880/3757] lr: 1.000e-04, eta: 21:55:20, time: 2.065, data_time: 1.027, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8898, loss_cls: 1.1489, loss: 1.1489, grad_norm: 9.3411 2020-08-05 20:36:24,741 - mmaction - INFO - Epoch [90][900/3757] lr: 1.000e-04, eta: 21:54:42, time: 2.033, data_time: 0.607, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8797, loss_cls: 1.1573, loss: 1.1573, grad_norm: 8.9771 2020-08-05 20:37:06,391 - mmaction - INFO - Epoch [90][920/3757] lr: 1.000e-04, eta: 21:54:03, time: 2.089, data_time: 0.818, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8930, loss_cls: 1.0890, loss: 1.0890, grad_norm: 8.8950 2020-08-05 20:37:46,490 - mmaction - INFO - Epoch [90][940/3757] lr: 1.000e-04, eta: 21:53:25, time: 1.997, data_time: 0.287, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8930, loss_cls: 1.0860, loss: 1.0860, grad_norm: 8.7996 2020-08-05 20:38:22,980 - mmaction - INFO - Epoch [90][960/3757] lr: 1.000e-04, eta: 21:52:45, time: 1.832, data_time: 0.272, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.1712, loss: 1.1712, grad_norm: 9.1596 2020-08-05 20:39:03,072 - mmaction - INFO - Epoch [90][980/3757] lr: 1.000e-04, eta: 21:52:06, time: 1.998, data_time: 0.654, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8766, loss_cls: 1.1812, loss: 1.1812, grad_norm: 9.0290 2020-08-05 20:39:41,781 - mmaction - INFO - Epoch [90][1000/3757] lr: 1.000e-04, eta: 21:51:27, time: 1.943, data_time: 0.297, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8844, loss_cls: 1.1315, loss: 1.1315, grad_norm: 9.0001 2020-08-05 20:40:23,575 - mmaction - INFO - Epoch [90][1020/3757] lr: 1.000e-04, eta: 21:50:49, time: 2.083, data_time: 0.095, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8664, loss_cls: 1.2429, loss: 1.2429, grad_norm: 9.4941 2020-08-05 20:41:03,717 - mmaction - INFO - Epoch [90][1040/3757] lr: 1.000e-04, eta: 21:50:10, time: 2.012, data_time: 0.009, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8875, loss_cls: 1.1219, loss: 1.1219, grad_norm: 9.0023 2020-08-05 20:41:41,500 - mmaction - INFO - Epoch [90][1060/3757] lr: 1.000e-04, eta: 21:49:31, time: 1.884, data_time: 0.289, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.2001, loss: 1.2001, grad_norm: 9.5354 2020-08-05 20:42:20,189 - mmaction - INFO - Epoch [90][1080/3757] lr: 1.000e-04, eta: 21:48:52, time: 1.940, data_time: 0.796, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.1875, loss: 1.1875, grad_norm: 9.0917 2020-08-05 20:42:54,683 - mmaction - INFO - Epoch [90][1100/3757] lr: 1.000e-04, eta: 21:48:11, time: 1.717, data_time: 0.978, memory: 5166, top1_acc: 0.7453, top5_acc: 0.8945, loss_cls: 1.0996, loss: 1.0996, grad_norm: 8.7169 2020-08-05 20:43:34,587 - mmaction - INFO - Epoch [90][1120/3757] lr: 1.000e-04, eta: 21:47:33, time: 1.997, data_time: 0.599, memory: 5166, top1_acc: 0.7398, top5_acc: 0.8875, loss_cls: 1.0932, loss: 1.0932, grad_norm: 8.7720 2020-08-05 20:44:14,435 - mmaction - INFO - Epoch [90][1140/3757] lr: 1.000e-04, eta: 21:46:54, time: 1.998, data_time: 0.150, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1680, loss: 1.1680, grad_norm: 9.2356 2020-08-05 20:44:53,648 - mmaction - INFO - Epoch [90][1160/3757] lr: 1.000e-04, eta: 21:46:15, time: 1.952, data_time: 0.008, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8789, loss_cls: 1.1857, loss: 1.1857, grad_norm: 9.5611 2020-08-05 20:45:34,606 - mmaction - INFO - Epoch [90][1180/3757] lr: 1.000e-04, eta: 21:45:36, time: 2.058, data_time: 0.012, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8969, loss_cls: 1.1228, loss: 1.1228, grad_norm: 9.0121 2020-08-05 20:46:15,657 - mmaction - INFO - Epoch [90][1200/3757] lr: 1.000e-04, eta: 21:44:58, time: 2.048, data_time: 0.061, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1735, loss: 1.1735, grad_norm: 9.0925 2020-08-05 20:46:51,331 - mmaction - INFO - Epoch [90][1220/3757] lr: 1.000e-04, eta: 21:44:18, time: 1.788, data_time: 0.553, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.1906, loss: 1.1906, grad_norm: 9.2056 2020-08-05 20:47:30,714 - mmaction - INFO - Epoch [90][1240/3757] lr: 1.000e-04, eta: 21:43:39, time: 1.966, data_time: 0.643, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8750, loss_cls: 1.2179, loss: 1.2179, grad_norm: 9.3729 2020-08-05 20:48:13,192 - mmaction - INFO - Epoch [90][1260/3757] lr: 1.000e-04, eta: 21:43:01, time: 2.126, data_time: 1.357, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8898, loss_cls: 1.1582, loss: 1.1582, grad_norm: 9.1968 2020-08-05 20:48:50,486 - mmaction - INFO - Epoch [90][1280/3757] lr: 1.000e-04, eta: 21:42:21, time: 1.859, data_time: 1.248, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1507, loss: 1.1507, grad_norm: 9.0683 2020-08-05 20:49:29,151 - mmaction - INFO - Epoch [90][1300/3757] lr: 1.000e-04, eta: 21:41:42, time: 1.940, data_time: 1.263, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8789, loss_cls: 1.1820, loss: 1.1820, grad_norm: 8.9777 2020-08-05 20:50:08,906 - mmaction - INFO - Epoch [90][1320/3757] lr: 1.000e-04, eta: 21:41:03, time: 1.988, data_time: 1.413, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8867, loss_cls: 1.1416, loss: 1.1416, grad_norm: 9.3194 2020-08-05 20:50:49,426 - mmaction - INFO - Epoch [90][1340/3757] lr: 1.000e-04, eta: 21:40:25, time: 2.026, data_time: 1.447, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1439, loss: 1.1439, grad_norm: 9.2062 2020-08-05 20:51:29,153 - mmaction - INFO - Epoch [90][1360/3757] lr: 1.000e-04, eta: 21:39:46, time: 1.981, data_time: 1.404, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1649, loss: 1.1649, grad_norm: 9.1198 2020-08-05 20:52:06,908 - mmaction - INFO - Epoch [90][1380/3757] lr: 1.000e-04, eta: 21:39:06, time: 1.892, data_time: 1.323, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8898, loss_cls: 1.1334, loss: 1.1334, grad_norm: 9.0610 2020-08-05 20:52:48,639 - mmaction - INFO - Epoch [90][1400/3757] lr: 1.000e-04, eta: 21:38:28, time: 2.084, data_time: 1.489, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8922, loss_cls: 1.0990, loss: 1.0990, grad_norm: 8.8339 2020-08-05 20:53:27,894 - mmaction - INFO - Epoch [90][1420/3757] lr: 1.000e-04, eta: 21:37:49, time: 1.965, data_time: 1.383, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1357, loss: 1.1357, grad_norm: 9.0681 2020-08-05 20:54:04,229 - mmaction - INFO - Epoch [90][1440/3757] lr: 1.000e-04, eta: 21:37:09, time: 1.818, data_time: 1.242, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8969, loss_cls: 1.0944, loss: 1.0944, grad_norm: 8.9736 2020-08-05 20:54:43,160 - mmaction - INFO - Epoch [90][1460/3757] lr: 1.000e-04, eta: 21:36:30, time: 1.947, data_time: 1.325, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.1801, loss: 1.1801, grad_norm: 9.2588 2020-08-05 20:55:24,248 - mmaction - INFO - Epoch [90][1480/3757] lr: 1.000e-04, eta: 21:35:52, time: 2.046, data_time: 0.874, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8828, loss_cls: 1.1277, loss: 1.1277, grad_norm: 8.8845 2020-08-05 20:56:07,293 - mmaction - INFO - Epoch [90][1500/3757] lr: 1.000e-04, eta: 21:35:14, time: 2.159, data_time: 0.276, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8883, loss_cls: 1.1454, loss: 1.1454, grad_norm: 9.4085 2020-08-05 20:56:45,235 - mmaction - INFO - Epoch [90][1520/3757] lr: 1.000e-04, eta: 21:34:34, time: 1.895, data_time: 0.197, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1999, loss: 1.1999, grad_norm: 9.6657 2020-08-05 20:57:22,193 - mmaction - INFO - Epoch [90][1540/3757] lr: 1.000e-04, eta: 21:33:55, time: 1.848, data_time: 0.227, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1587, loss: 1.1587, grad_norm: 8.9177 2020-08-05 20:58:00,929 - mmaction - INFO - Epoch [90][1560/3757] lr: 1.000e-04, eta: 21:33:16, time: 1.939, data_time: 0.108, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8953, loss_cls: 1.1444, loss: 1.1444, grad_norm: 9.4399 2020-08-05 20:58:39,863 - mmaction - INFO - Epoch [90][1580/3757] lr: 1.000e-04, eta: 21:32:37, time: 1.946, data_time: 0.085, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8961, loss_cls: 1.1239, loss: 1.1239, grad_norm: 9.1115 2020-08-05 20:59:22,448 - mmaction - INFO - Epoch [90][1600/3757] lr: 1.000e-04, eta: 21:31:59, time: 2.129, data_time: 0.243, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1476, loss: 1.1476, grad_norm: 8.9879 2020-08-05 21:00:00,055 - mmaction - INFO - Epoch [90][1620/3757] lr: 1.000e-04, eta: 21:31:19, time: 1.880, data_time: 0.005, memory: 5166, top1_acc: 0.7234, top5_acc: 0.9078, loss_cls: 1.0863, loss: 1.0863, grad_norm: 9.3802 2020-08-05 21:00:37,232 - mmaction - INFO - Epoch [90][1640/3757] lr: 1.000e-04, eta: 21:30:40, time: 1.848, data_time: 0.024, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1430, loss: 1.1430, grad_norm: 9.1876 2020-08-05 21:01:16,982 - mmaction - INFO - Epoch [90][1660/3757] lr: 1.000e-04, eta: 21:30:01, time: 1.997, data_time: 0.301, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1581, loss: 1.1581, grad_norm: 9.1100 2020-08-05 21:01:57,166 - mmaction - INFO - Epoch [90][1680/3757] lr: 1.000e-04, eta: 21:29:22, time: 2.013, data_time: 0.039, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1807, loss: 1.1807, grad_norm: 9.1144 2020-08-05 21:02:37,441 - mmaction - INFO - Epoch [90][1700/3757] lr: 1.000e-04, eta: 21:28:43, time: 2.007, data_time: 0.008, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8797, loss_cls: 1.1743, loss: 1.1743, grad_norm: 9.1153 2020-08-05 21:03:15,571 - mmaction - INFO - Epoch [90][1720/3757] lr: 1.000e-04, eta: 21:28:04, time: 1.906, data_time: 0.432, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8844, loss_cls: 1.1510, loss: 1.1510, grad_norm: 9.1083 2020-08-05 21:03:56,439 - mmaction - INFO - Epoch [90][1740/3757] lr: 1.000e-04, eta: 21:27:26, time: 2.050, data_time: 0.964, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.1838, loss: 1.1838, grad_norm: 9.4260 2020-08-05 21:04:38,648 - mmaction - INFO - Epoch [90][1760/3757] lr: 1.000e-04, eta: 21:26:47, time: 2.104, data_time: 0.131, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8852, loss_cls: 1.1565, loss: 1.1565, grad_norm: 9.5116 2020-08-05 21:05:14,230 - mmaction - INFO - Epoch [90][1780/3757] lr: 1.000e-04, eta: 21:26:07, time: 1.778, data_time: 0.009, memory: 5166, top1_acc: 0.7430, top5_acc: 0.9070, loss_cls: 1.0663, loss: 1.0663, grad_norm: 8.9137 2020-08-05 21:05:55,666 - mmaction - INFO - Epoch [90][1800/3757] lr: 1.000e-04, eta: 21:25:29, time: 2.076, data_time: 0.009, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1529, loss: 1.1529, grad_norm: 8.8631 2020-08-05 21:06:34,188 - mmaction - INFO - Epoch [90][1820/3757] lr: 1.000e-04, eta: 21:24:50, time: 1.922, data_time: 0.011, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.1256, loss: 1.1256, grad_norm: 9.1676 2020-08-05 21:07:11,590 - mmaction - INFO - Epoch [90][1840/3757] lr: 1.000e-04, eta: 21:24:10, time: 1.870, data_time: 0.009, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1559, loss: 1.1559, grad_norm: 8.9225 2020-08-05 21:07:51,634 - mmaction - INFO - Epoch [90][1860/3757] lr: 1.000e-04, eta: 21:23:32, time: 2.009, data_time: 0.240, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8906, loss_cls: 1.1077, loss: 1.1077, grad_norm: 8.8452 2020-08-05 21:08:30,860 - mmaction - INFO - Epoch [90][1880/3757] lr: 1.000e-04, eta: 21:22:53, time: 1.952, data_time: 0.012, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1497, loss: 1.1497, grad_norm: 9.2931 2020-08-05 21:09:12,816 - mmaction - INFO - Epoch [90][1900/3757] lr: 1.000e-04, eta: 21:22:14, time: 2.105, data_time: 0.012, memory: 5166, top1_acc: 0.7422, top5_acc: 0.9000, loss_cls: 1.1211, loss: 1.1211, grad_norm: 9.3446 2020-08-05 21:09:49,671 - mmaction - INFO - Epoch [90][1920/3757] lr: 1.000e-04, eta: 21:21:35, time: 1.839, data_time: 0.526, memory: 5166, top1_acc: 0.7430, top5_acc: 0.8820, loss_cls: 1.1018, loss: 1.1018, grad_norm: 8.7755 2020-08-05 21:10:28,309 - mmaction - INFO - Epoch [90][1940/3757] lr: 1.000e-04, eta: 21:20:56, time: 1.932, data_time: 1.259, memory: 5166, top1_acc: 0.7398, top5_acc: 0.8977, loss_cls: 1.1005, loss: 1.1005, grad_norm: 9.0311 2020-08-05 21:11:04,905 - mmaction - INFO - Epoch [90][1960/3757] lr: 1.000e-04, eta: 21:20:16, time: 1.835, data_time: 0.782, memory: 5166, top1_acc: 0.7242, top5_acc: 0.9000, loss_cls: 1.0637, loss: 1.0637, grad_norm: 8.8743 2020-08-05 21:11:45,945 - mmaction - INFO - Epoch [90][1980/3757] lr: 1.000e-04, eta: 21:19:38, time: 2.052, data_time: 0.673, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8828, loss_cls: 1.1520, loss: 1.1520, grad_norm: 9.3794 2020-08-05 21:12:24,611 - mmaction - INFO - Epoch [90][2000/3757] lr: 1.000e-04, eta: 21:18:58, time: 1.934, data_time: 0.003, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8758, loss_cls: 1.1977, loss: 1.1977, grad_norm: 9.0341 2020-08-05 21:13:03,728 - mmaction - INFO - Epoch [90][2020/3757] lr: 1.000e-04, eta: 21:18:19, time: 1.954, data_time: 0.009, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8742, loss_cls: 1.1865, loss: 1.1865, grad_norm: 9.3024 2020-08-05 21:13:42,807 - mmaction - INFO - Epoch [90][2040/3757] lr: 1.000e-04, eta: 21:17:40, time: 1.948, data_time: 0.014, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.1981, loss: 1.1981, grad_norm: 9.3613 2020-08-05 21:14:21,598 - mmaction - INFO - Epoch [90][2060/3757] lr: 1.000e-04, eta: 21:17:01, time: 1.945, data_time: 0.017, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.1947, loss: 1.1947, grad_norm: 9.1864 2020-08-05 21:15:00,014 - mmaction - INFO - Epoch [90][2080/3757] lr: 1.000e-04, eta: 21:16:22, time: 1.916, data_time: 0.011, memory: 5166, top1_acc: 0.7398, top5_acc: 0.8953, loss_cls: 1.0908, loss: 1.0908, grad_norm: 8.7792 2020-08-05 21:15:39,433 - mmaction - INFO - Epoch [90][2100/3757] lr: 1.000e-04, eta: 21:15:43, time: 1.979, data_time: 0.011, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8859, loss_cls: 1.1834, loss: 1.1834, grad_norm: 9.4281 2020-08-05 21:16:17,499 - mmaction - INFO - Epoch [90][2120/3757] lr: 1.000e-04, eta: 21:15:04, time: 1.894, data_time: 0.008, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.2174, loss: 1.2174, grad_norm: 9.3163 2020-08-05 21:16:59,302 - mmaction - INFO - Epoch [90][2140/3757] lr: 1.000e-04, eta: 21:14:26, time: 2.100, data_time: 0.011, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8930, loss_cls: 1.1371, loss: 1.1371, grad_norm: 9.0824 2020-08-05 21:17:36,257 - mmaction - INFO - Epoch [90][2160/3757] lr: 1.000e-04, eta: 21:13:46, time: 1.844, data_time: 0.007, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1328, loss: 1.1328, grad_norm: 9.0879 2020-08-05 21:18:14,560 - mmaction - INFO - Epoch [90][2180/3757] lr: 1.000e-04, eta: 21:13:07, time: 1.918, data_time: 0.008, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.2349, loss: 1.2349, grad_norm: 9.6209 2020-08-05 21:18:52,786 - mmaction - INFO - Epoch [90][2200/3757] lr: 1.000e-04, eta: 21:12:28, time: 1.913, data_time: 0.012, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8758, loss_cls: 1.1738, loss: 1.1738, grad_norm: 9.3311 2020-08-05 21:19:36,136 - mmaction - INFO - Epoch [90][2220/3757] lr: 1.000e-04, eta: 21:11:50, time: 2.166, data_time: 0.003, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8938, loss_cls: 1.1586, loss: 1.1586, grad_norm: 9.2927 2020-08-05 21:20:16,120 - mmaction - INFO - Epoch [90][2240/3757] lr: 1.000e-04, eta: 21:11:11, time: 1.992, data_time: 0.008, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8875, loss_cls: 1.1331, loss: 1.1331, grad_norm: 9.2100 2020-08-05 21:20:57,157 - mmaction - INFO - Epoch [90][2260/3757] lr: 1.000e-04, eta: 21:10:32, time: 2.057, data_time: 0.011, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8953, loss_cls: 1.1154, loss: 1.1154, grad_norm: 9.2560 2020-08-05 21:21:36,800 - mmaction - INFO - Epoch [90][2280/3757] lr: 1.000e-04, eta: 21:09:53, time: 1.986, data_time: 0.009, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8969, loss_cls: 1.1281, loss: 1.1281, grad_norm: 8.9557 2020-08-05 21:22:15,849 - mmaction - INFO - Epoch [90][2300/3757] lr: 1.000e-04, eta: 21:09:14, time: 1.949, data_time: 0.003, memory: 5166, top1_acc: 0.7414, top5_acc: 0.8875, loss_cls: 1.0956, loss: 1.0956, grad_norm: 8.9492 2020-08-05 21:22:56,860 - mmaction - INFO - Epoch [90][2320/3757] lr: 1.000e-04, eta: 21:08:36, time: 2.052, data_time: 0.006, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1473, loss: 1.1473, grad_norm: 9.0799 2020-08-05 21:23:33,787 - mmaction - INFO - Epoch [90][2340/3757] lr: 1.000e-04, eta: 21:07:56, time: 1.842, data_time: 0.410, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1730, loss: 1.1730, grad_norm: 9.2280 2020-08-05 21:24:08,602 - mmaction - INFO - Epoch [90][2360/3757] lr: 1.000e-04, eta: 21:07:16, time: 1.746, data_time: 1.074, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8938, loss_cls: 1.1509, loss: 1.1509, grad_norm: 9.3631 2020-08-05 21:24:49,031 - mmaction - INFO - Epoch [90][2380/3757] lr: 1.000e-04, eta: 21:06:38, time: 2.016, data_time: 1.421, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8734, loss_cls: 1.2454, loss: 1.2454, grad_norm: 9.6149 2020-08-05 21:25:30,506 - mmaction - INFO - Epoch [90][2400/3757] lr: 1.000e-04, eta: 21:05:59, time: 2.076, data_time: 1.474, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.1250, loss: 1.1250, grad_norm: 9.2745 2020-08-05 21:26:06,840 - mmaction - INFO - Epoch [90][2420/3757] lr: 1.000e-04, eta: 21:05:20, time: 1.821, data_time: 1.236, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8797, loss_cls: 1.1699, loss: 1.1699, grad_norm: 9.2208 2020-08-05 21:26:45,899 - mmaction - INFO - Epoch [90][2440/3757] lr: 1.000e-04, eta: 21:04:40, time: 1.948, data_time: 1.284, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8844, loss_cls: 1.1609, loss: 1.1609, grad_norm: 9.1873 2020-08-05 21:27:28,094 - mmaction - INFO - Epoch [90][2460/3757] lr: 1.000e-04, eta: 21:04:02, time: 2.114, data_time: 1.499, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8914, loss_cls: 1.1610, loss: 1.1610, grad_norm: 9.2718 2020-08-05 21:28:07,665 - mmaction - INFO - Epoch [90][2480/3757] lr: 1.000e-04, eta: 21:03:23, time: 1.972, data_time: 0.742, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8805, loss_cls: 1.2105, loss: 1.2105, grad_norm: 9.5479 2020-08-05 21:28:45,365 - mmaction - INFO - Epoch [90][2500/3757] lr: 1.000e-04, eta: 21:02:44, time: 1.890, data_time: 1.056, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1597, loss: 1.1597, grad_norm: 9.4172 2020-08-05 21:29:24,844 - mmaction - INFO - Epoch [90][2520/3757] lr: 1.000e-04, eta: 21:02:05, time: 1.968, data_time: 1.154, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1491, loss: 1.1491, grad_norm: 9.0454 2020-08-05 21:30:06,728 - mmaction - INFO - Epoch [90][2540/3757] lr: 1.000e-04, eta: 21:01:27, time: 2.100, data_time: 0.618, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1339, loss: 1.1339, grad_norm: 9.0780 2020-08-05 21:30:47,671 - mmaction - INFO - Epoch [90][2560/3757] lr: 1.000e-04, eta: 21:00:48, time: 2.046, data_time: 0.237, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8883, loss_cls: 1.1203, loss: 1.1203, grad_norm: 9.2340 2020-08-05 21:31:25,526 - mmaction - INFO - Epoch [90][2580/3757] lr: 1.000e-04, eta: 21:00:09, time: 1.895, data_time: 0.373, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8680, loss_cls: 1.2101, loss: 1.2101, grad_norm: 9.0950 2020-08-05 21:32:04,615 - mmaction - INFO - Epoch [90][2600/3757] lr: 1.000e-04, eta: 20:59:30, time: 1.946, data_time: 1.281, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8859, loss_cls: 1.1249, loss: 1.1249, grad_norm: 8.9537 2020-08-05 21:32:43,822 - mmaction - INFO - Epoch [90][2620/3757] lr: 1.000e-04, eta: 20:58:51, time: 1.964, data_time: 1.387, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8812, loss_cls: 1.1935, loss: 1.1935, grad_norm: 9.1051 2020-08-05 21:33:20,877 - mmaction - INFO - Epoch [90][2640/3757] lr: 1.000e-04, eta: 20:58:11, time: 1.857, data_time: 1.007, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8898, loss_cls: 1.1226, loss: 1.1226, grad_norm: 9.1289 2020-08-05 21:34:00,389 - mmaction - INFO - Epoch [90][2660/3757] lr: 1.000e-04, eta: 20:57:32, time: 1.976, data_time: 0.153, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.1876, loss: 1.1876, grad_norm: 9.3768 2020-08-05 21:34:40,924 - mmaction - INFO - Epoch [90][2680/3757] lr: 1.000e-04, eta: 20:56:54, time: 2.021, data_time: 0.039, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8930, loss_cls: 1.1048, loss: 1.1048, grad_norm: 8.8169 2020-08-05 21:35:17,551 - mmaction - INFO - Epoch [90][2700/3757] lr: 1.000e-04, eta: 20:56:14, time: 1.831, data_time: 0.010, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8930, loss_cls: 1.0761, loss: 1.0761, grad_norm: 8.7943 2020-08-05 21:35:56,632 - mmaction - INFO - Epoch [90][2720/3757] lr: 1.000e-04, eta: 20:55:35, time: 1.961, data_time: 0.010, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2449, loss: 1.2449, grad_norm: 9.3244 2020-08-05 21:36:37,358 - mmaction - INFO - Epoch [90][2740/3757] lr: 1.000e-04, eta: 20:54:56, time: 2.037, data_time: 0.004, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8945, loss_cls: 1.0797, loss: 1.0797, grad_norm: 8.9056 2020-08-05 21:37:13,918 - mmaction - INFO - Epoch [90][2760/3757] lr: 1.000e-04, eta: 20:54:17, time: 1.827, data_time: 0.007, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2045, loss: 1.2045, grad_norm: 9.2202 2020-08-05 21:37:52,730 - mmaction - INFO - Epoch [90][2780/3757] lr: 1.000e-04, eta: 20:53:38, time: 1.940, data_time: 0.003, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1424, loss: 1.1424, grad_norm: 9.1473 2020-08-05 21:38:34,206 - mmaction - INFO - Epoch [90][2800/3757] lr: 1.000e-04, eta: 20:52:59, time: 2.075, data_time: 0.010, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8711, loss_cls: 1.2283, loss: 1.2283, grad_norm: 9.2055 2020-08-05 21:39:10,953 - mmaction - INFO - Epoch [90][2820/3757] lr: 1.000e-04, eta: 20:52:20, time: 1.830, data_time: 0.142, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8938, loss_cls: 1.0935, loss: 1.0935, grad_norm: 9.0062 2020-08-05 21:39:52,333 - mmaction - INFO - Epoch [90][2840/3757] lr: 1.000e-04, eta: 20:51:41, time: 2.076, data_time: 0.065, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8945, loss_cls: 1.1266, loss: 1.1266, grad_norm: 9.0986 2020-08-05 21:40:32,556 - mmaction - INFO - Epoch [90][2860/3757] lr: 1.000e-04, eta: 20:51:02, time: 2.007, data_time: 0.003, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8734, loss_cls: 1.2203, loss: 1.2203, grad_norm: 9.3580 2020-08-05 21:41:10,427 - mmaction - INFO - Epoch [90][2880/3757] lr: 1.000e-04, eta: 20:50:23, time: 1.895, data_time: 0.010, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8906, loss_cls: 1.1091, loss: 1.1091, grad_norm: 8.9228 2020-08-05 21:41:49,633 - mmaction - INFO - Epoch [90][2900/3757] lr: 1.000e-04, eta: 20:49:44, time: 1.959, data_time: 0.112, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2039, loss: 1.2039, grad_norm: 9.3082 2020-08-05 21:42:29,511 - mmaction - INFO - Epoch [90][2920/3757] lr: 1.000e-04, eta: 20:49:05, time: 1.999, data_time: 0.373, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8961, loss_cls: 1.1602, loss: 1.1602, grad_norm: 9.3309 2020-08-05 21:43:07,389 - mmaction - INFO - Epoch [90][2940/3757] lr: 1.000e-04, eta: 20:48:26, time: 1.886, data_time: 0.007, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8938, loss_cls: 1.1429, loss: 1.1429, grad_norm: 9.0939 2020-08-05 21:43:49,809 - mmaction - INFO - Epoch [90][2960/3757] lr: 1.000e-04, eta: 20:47:48, time: 2.128, data_time: 0.011, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8930, loss_cls: 1.1420, loss: 1.1420, grad_norm: 9.3216 2020-08-05 21:44:27,105 - mmaction - INFO - Epoch [90][2980/3757] lr: 1.000e-04, eta: 20:47:08, time: 1.864, data_time: 0.003, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8805, loss_cls: 1.1896, loss: 1.1896, grad_norm: 9.4342 2020-08-05 21:45:02,085 - mmaction - INFO - Epoch [90][3000/3757] lr: 1.000e-04, eta: 20:46:29, time: 1.750, data_time: 0.013, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1609, loss: 1.1609, grad_norm: 9.4669 2020-08-05 21:45:39,877 - mmaction - INFO - Epoch [90][3020/3757] lr: 1.000e-04, eta: 20:45:49, time: 1.888, data_time: 0.004, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8953, loss_cls: 1.0664, loss: 1.0664, grad_norm: 8.8374 2020-08-05 21:46:20,497 - mmaction - INFO - Epoch [90][3040/3757] lr: 1.000e-04, eta: 20:45:11, time: 2.029, data_time: 0.010, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8891, loss_cls: 1.0870, loss: 1.0870, grad_norm: 8.9687 2020-08-05 21:47:01,462 - mmaction - INFO - Epoch [90][3060/3757] lr: 1.000e-04, eta: 20:44:32, time: 2.047, data_time: 0.006, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8836, loss_cls: 1.1949, loss: 1.1949, grad_norm: 9.3012 2020-08-05 21:47:40,830 - mmaction - INFO - Epoch [90][3080/3757] lr: 1.000e-04, eta: 20:43:53, time: 1.973, data_time: 0.011, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8906, loss_cls: 1.1147, loss: 1.1147, grad_norm: 8.8013 2020-08-05 21:48:21,101 - mmaction - INFO - Epoch [90][3100/3757] lr: 1.000e-04, eta: 20:43:14, time: 2.006, data_time: 0.011, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8930, loss_cls: 1.1490, loss: 1.1490, grad_norm: 9.2985 2020-08-05 21:49:03,264 - mmaction - INFO - Epoch [90][3120/3757] lr: 1.000e-04, eta: 20:42:36, time: 2.112, data_time: 0.009, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8867, loss_cls: 1.1497, loss: 1.1497, grad_norm: 9.4216 2020-08-05 21:49:37,484 - mmaction - INFO - Epoch [90][3140/3757] lr: 1.000e-04, eta: 20:41:56, time: 1.706, data_time: 0.009, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8633, loss_cls: 1.2407, loss: 1.2407, grad_norm: 9.4745 2020-08-05 21:50:14,912 - mmaction - INFO - Epoch [90][3160/3757] lr: 1.000e-04, eta: 20:41:16, time: 1.872, data_time: 0.050, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.1454, loss: 1.1454, grad_norm: 9.0511 2020-08-05 21:50:55,497 - mmaction - INFO - Epoch [90][3180/3757] lr: 1.000e-04, eta: 20:40:38, time: 2.034, data_time: 0.197, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8898, loss_cls: 1.0966, loss: 1.0966, grad_norm: 9.1038 2020-08-05 21:51:36,087 - mmaction - INFO - Epoch [90][3200/3757] lr: 1.000e-04, eta: 20:39:59, time: 2.031, data_time: 0.838, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8891, loss_cls: 1.1054, loss: 1.1054, grad_norm: 9.0500 2020-08-05 21:52:14,383 - mmaction - INFO - Epoch [90][3220/3757] lr: 1.000e-04, eta: 20:39:20, time: 1.909, data_time: 1.036, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8906, loss_cls: 1.0776, loss: 1.0776, grad_norm: 9.0256 2020-08-05 21:52:52,478 - mmaction - INFO - Epoch [90][3240/3757] lr: 1.000e-04, eta: 20:38:41, time: 1.910, data_time: 0.759, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8852, loss_cls: 1.1495, loss: 1.1495, grad_norm: 9.1527 2020-08-05 21:53:34,297 - mmaction - INFO - Epoch [90][3260/3757] lr: 1.000e-04, eta: 20:38:02, time: 2.083, data_time: 0.595, memory: 5166, top1_acc: 0.7406, top5_acc: 0.9023, loss_cls: 1.0740, loss: 1.0740, grad_norm: 9.0905 2020-08-05 21:54:14,483 - mmaction - INFO - Epoch [90][3280/3757] lr: 1.000e-04, eta: 20:37:23, time: 2.016, data_time: 0.980, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8820, loss_cls: 1.1585, loss: 1.1585, grad_norm: 9.2255 2020-08-05 21:54:55,034 - mmaction - INFO - Epoch [90][3300/3757] lr: 1.000e-04, eta: 20:36:45, time: 2.026, data_time: 0.879, memory: 5166, top1_acc: 0.7484, top5_acc: 0.8922, loss_cls: 1.0948, loss: 1.0948, grad_norm: 8.8494 2020-08-05 21:55:31,760 - mmaction - INFO - Epoch [90][3320/3757] lr: 1.000e-04, eta: 20:36:05, time: 1.836, data_time: 0.715, memory: 5166, top1_acc: 0.7391, top5_acc: 0.8969, loss_cls: 1.0989, loss: 1.0989, grad_norm: 9.0869 2020-08-05 21:56:12,418 - mmaction - INFO - Epoch [90][3340/3757] lr: 1.000e-04, eta: 20:35:27, time: 2.032, data_time: 0.885, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.1483, loss: 1.1483, grad_norm: 9.0238 2020-08-05 21:56:52,514 - mmaction - INFO - Epoch [90][3360/3757] lr: 1.000e-04, eta: 20:34:48, time: 2.009, data_time: 0.567, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.1465, loss: 1.1465, grad_norm: 9.1669 2020-08-05 21:57:30,877 - mmaction - INFO - Epoch [90][3380/3757] lr: 1.000e-04, eta: 20:34:09, time: 1.916, data_time: 0.515, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.1939, loss: 1.1939, grad_norm: 9.2507 2020-08-05 21:58:08,293 - mmaction - INFO - Epoch [90][3400/3757] lr: 1.000e-04, eta: 20:33:29, time: 1.868, data_time: 0.429, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1632, loss: 1.1632, grad_norm: 9.3007 2020-08-05 21:58:47,476 - mmaction - INFO - Epoch [90][3420/3757] lr: 1.000e-04, eta: 20:32:50, time: 1.960, data_time: 0.010, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8805, loss_cls: 1.2127, loss: 1.2127, grad_norm: 9.3036 2020-08-05 21:59:27,265 - mmaction - INFO - Epoch [90][3440/3757] lr: 1.000e-04, eta: 20:32:11, time: 1.994, data_time: 0.010, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.1489, loss: 1.1489, grad_norm: 9.6781 2020-08-05 22:00:13,182 - mmaction - INFO - Epoch [90][3460/3757] lr: 1.000e-04, eta: 20:31:34, time: 2.284, data_time: 0.009, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8953, loss_cls: 1.1168, loss: 1.1168, grad_norm: 8.9810 2020-08-05 22:00:46,791 - mmaction - INFO - Epoch [90][3480/3757] lr: 1.000e-04, eta: 20:30:54, time: 1.691, data_time: 0.236, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.1757, loss: 1.1757, grad_norm: 9.4692 2020-08-05 22:01:26,470 - mmaction - INFO - Epoch [90][3500/3757] lr: 1.000e-04, eta: 20:30:15, time: 1.982, data_time: 0.010, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8969, loss_cls: 1.0880, loss: 1.0880, grad_norm: 9.1299 2020-08-05 22:02:07,062 - mmaction - INFO - Epoch [90][3520/3757] lr: 1.000e-04, eta: 20:29:36, time: 2.026, data_time: 0.009, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8766, loss_cls: 1.1732, loss: 1.1732, grad_norm: 9.3760 2020-08-05 22:02:51,923 - mmaction - INFO - Epoch [90][3540/3757] lr: 1.000e-04, eta: 20:28:58, time: 2.242, data_time: 0.010, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1721, loss: 1.1721, grad_norm: 9.3530 2020-08-05 22:03:30,938 - mmaction - INFO - Epoch [90][3560/3757] lr: 1.000e-04, eta: 20:28:19, time: 1.958, data_time: 0.013, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1492, loss: 1.1492, grad_norm: 9.1448 2020-08-05 22:04:01,577 - mmaction - INFO - Epoch [90][3580/3757] lr: 1.000e-04, eta: 20:27:38, time: 1.532, data_time: 0.374, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1806, loss: 1.1806, grad_norm: 9.1393 2020-08-05 22:04:43,475 - mmaction - INFO - Epoch [90][3600/3757] lr: 1.000e-04, eta: 20:27:00, time: 2.088, data_time: 0.510, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1897, loss: 1.1897, grad_norm: 9.2406 2020-08-05 22:05:21,576 - mmaction - INFO - Epoch [90][3620/3757] lr: 1.000e-04, eta: 20:26:21, time: 1.909, data_time: 0.091, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8805, loss_cls: 1.1389, loss: 1.1389, grad_norm: 9.1924 2020-08-05 22:06:02,531 - mmaction - INFO - Epoch [90][3640/3757] lr: 1.000e-04, eta: 20:25:42, time: 2.051, data_time: 0.014, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.1520, loss: 1.1520, grad_norm: 9.4370 2020-08-05 22:06:41,152 - mmaction - INFO - Epoch [90][3660/3757] lr: 1.000e-04, eta: 20:25:03, time: 1.921, data_time: 0.008, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1648, loss: 1.1648, grad_norm: 9.2089 2020-08-05 22:07:21,375 - mmaction - INFO - Epoch [90][3680/3757] lr: 1.000e-04, eta: 20:24:24, time: 2.021, data_time: 0.013, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.1979, loss: 1.1979, grad_norm: 9.2970 2020-08-05 22:08:00,437 - mmaction - INFO - Epoch [90][3700/3757] lr: 1.000e-04, eta: 20:23:45, time: 1.951, data_time: 0.008, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.2192, loss: 1.2192, grad_norm: 9.5539 2020-08-05 22:08:38,622 - mmaction - INFO - Epoch [90][3720/3757] lr: 1.000e-04, eta: 20:23:06, time: 1.906, data_time: 0.005, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1602, loss: 1.1602, grad_norm: 8.8410 2020-08-05 22:09:20,659 - mmaction - INFO - Epoch [90][3740/3757] lr: 1.000e-04, eta: 20:22:28, time: 2.100, data_time: 0.032, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8812, loss_cls: 1.1633, loss: 1.1633, grad_norm: 9.0985 2020-08-05 22:09:45,915 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-08-05 22:10:42,958 - mmaction - INFO - Epoch [91][20/3757] lr: 1.000e-04, eta: 20:21:12, time: 2.743, data_time: 1.375, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8883, loss_cls: 1.1270, loss: 1.1270, grad_norm: 8.8811 2020-08-05 22:11:25,180 - mmaction - INFO - Epoch [91][40/3757] lr: 1.000e-04, eta: 20:20:33, time: 2.116, data_time: 0.008, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8883, loss_cls: 1.1399, loss: 1.1399, grad_norm: 8.9060 2020-08-05 22:12:01,605 - mmaction - INFO - Epoch [91][60/3757] lr: 1.000e-04, eta: 20:19:54, time: 1.822, data_time: 0.003, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1762, loss: 1.1762, grad_norm: 9.1992 2020-08-05 22:12:44,273 - mmaction - INFO - Epoch [91][80/3757] lr: 1.000e-04, eta: 20:19:16, time: 2.134, data_time: 0.295, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8898, loss_cls: 1.1517, loss: 1.1517, grad_norm: 9.1149 2020-08-05 22:13:25,195 - mmaction - INFO - Epoch [91][100/3757] lr: 1.000e-04, eta: 20:18:37, time: 2.043, data_time: 0.283, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8789, loss_cls: 1.1742, loss: 1.1742, grad_norm: 9.2938 2020-08-05 22:14:08,840 - mmaction - INFO - Epoch [91][120/3757] lr: 1.000e-04, eta: 20:17:59, time: 2.183, data_time: 0.791, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8984, loss_cls: 1.1401, loss: 1.1401, grad_norm: 9.3959 2020-08-05 22:14:44,369 - mmaction - INFO - Epoch [91][140/3757] lr: 1.000e-04, eta: 20:17:19, time: 1.769, data_time: 0.709, memory: 5166, top1_acc: 0.7352, top5_acc: 0.9086, loss_cls: 1.0849, loss: 1.0849, grad_norm: 9.0238 2020-08-05 22:15:21,665 - mmaction - INFO - Epoch [91][160/3757] lr: 1.000e-04, eta: 20:16:40, time: 1.870, data_time: 0.521, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8953, loss_cls: 1.1188, loss: 1.1188, grad_norm: 9.2748 2020-08-05 22:16:02,411 - mmaction - INFO - Epoch [91][180/3757] lr: 1.000e-04, eta: 20:16:01, time: 2.042, data_time: 0.946, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1426, loss: 1.1426, grad_norm: 9.1465 2020-08-05 22:16:43,669 - mmaction - INFO - Epoch [91][200/3757] lr: 1.000e-04, eta: 20:15:22, time: 2.062, data_time: 0.015, memory: 5166, top1_acc: 0.7531, top5_acc: 0.8992, loss_cls: 1.0326, loss: 1.0326, grad_norm: 8.9870 2020-08-05 22:17:23,551 - mmaction - INFO - Epoch [91][220/3757] lr: 1.000e-04, eta: 20:14:44, time: 1.994, data_time: 0.004, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1810, loss: 1.1810, grad_norm: 9.3617 2020-08-05 22:18:01,989 - mmaction - INFO - Epoch [91][240/3757] lr: 1.000e-04, eta: 20:14:04, time: 1.919, data_time: 0.008, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1123, loss: 1.1123, grad_norm: 9.1771 2020-08-05 22:18:39,112 - mmaction - INFO - Epoch [91][260/3757] lr: 1.000e-04, eta: 20:13:25, time: 1.860, data_time: 0.006, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1341, loss: 1.1341, grad_norm: 9.2882 2020-08-05 22:19:19,827 - mmaction - INFO - Epoch [91][280/3757] lr: 1.000e-04, eta: 20:12:46, time: 2.027, data_time: 0.008, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8812, loss_cls: 1.1789, loss: 1.1789, grad_norm: 9.2502 2020-08-05 22:19:56,752 - mmaction - INFO - Epoch [91][300/3757] lr: 1.000e-04, eta: 20:12:07, time: 1.855, data_time: 0.019, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8914, loss_cls: 1.1000, loss: 1.1000, grad_norm: 8.9396 2020-08-05 22:20:37,896 - mmaction - INFO - Epoch [91][320/3757] lr: 1.000e-04, eta: 20:11:28, time: 2.057, data_time: 0.009, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8859, loss_cls: 1.1382, loss: 1.1382, grad_norm: 9.1136 2020-08-05 22:21:15,098 - mmaction - INFO - Epoch [91][340/3757] lr: 1.000e-04, eta: 20:10:49, time: 1.860, data_time: 0.023, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8930, loss_cls: 1.0639, loss: 1.0639, grad_norm: 8.6627 2020-08-05 22:21:57,631 - mmaction - INFO - Epoch [91][360/3757] lr: 1.000e-04, eta: 20:10:11, time: 2.122, data_time: 0.206, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1246, loss: 1.1246, grad_norm: 9.1106 2020-08-05 22:22:38,789 - mmaction - INFO - Epoch [91][380/3757] lr: 1.000e-04, eta: 20:09:32, time: 2.060, data_time: 0.951, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1163, loss: 1.1163, grad_norm: 9.1434 2020-08-05 22:23:20,120 - mmaction - INFO - Epoch [91][400/3757] lr: 1.000e-04, eta: 20:08:54, time: 2.070, data_time: 1.423, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8922, loss_cls: 1.0977, loss: 1.0977, grad_norm: 8.8998 2020-08-05 22:23:58,573 - mmaction - INFO - Epoch [91][420/3757] lr: 1.000e-04, eta: 20:08:14, time: 1.919, data_time: 1.354, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8852, loss_cls: 1.1554, loss: 1.1554, grad_norm: 9.2524 2020-08-05 22:24:36,242 - mmaction - INFO - Epoch [91][440/3757] lr: 1.000e-04, eta: 20:07:35, time: 1.885, data_time: 0.948, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8812, loss_cls: 1.1466, loss: 1.1466, grad_norm: 9.0469 2020-08-05 22:25:14,561 - mmaction - INFO - Epoch [91][460/3757] lr: 1.000e-04, eta: 20:06:56, time: 1.910, data_time: 0.557, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8773, loss_cls: 1.2350, loss: 1.2350, grad_norm: 9.4913 2020-08-05 22:25:53,016 - mmaction - INFO - Epoch [91][480/3757] lr: 1.000e-04, eta: 20:06:17, time: 1.929, data_time: 0.156, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8867, loss_cls: 1.1641, loss: 1.1641, grad_norm: 9.3670 2020-08-05 22:26:33,636 - mmaction - INFO - Epoch [91][500/3757] lr: 1.000e-04, eta: 20:05:38, time: 2.025, data_time: 0.071, memory: 5166, top1_acc: 0.7398, top5_acc: 0.8938, loss_cls: 1.0826, loss: 1.0826, grad_norm: 8.9261 2020-08-05 22:27:12,675 - mmaction - INFO - Epoch [91][520/3757] lr: 1.000e-04, eta: 20:04:59, time: 1.960, data_time: 0.010, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.2160, loss: 1.2160, grad_norm: 9.3164 2020-08-05 22:27:51,500 - mmaction - INFO - Epoch [91][540/3757] lr: 1.000e-04, eta: 20:04:20, time: 1.937, data_time: 0.013, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8930, loss_cls: 1.0947, loss: 1.0947, grad_norm: 9.0117 2020-08-05 22:28:34,202 - mmaction - INFO - Epoch [91][560/3757] lr: 1.000e-04, eta: 20:03:42, time: 2.138, data_time: 0.009, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8945, loss_cls: 1.0834, loss: 1.0834, grad_norm: 8.9341 2020-08-05 22:29:11,873 - mmaction - INFO - Epoch [91][580/3757] lr: 1.000e-04, eta: 20:03:02, time: 1.883, data_time: 0.009, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.1119, loss: 1.1119, grad_norm: 9.1967 2020-08-05 22:29:52,042 - mmaction - INFO - Epoch [91][600/3757] lr: 1.000e-04, eta: 20:02:24, time: 2.009, data_time: 0.131, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8797, loss_cls: 1.1491, loss: 1.1491, grad_norm: 8.9810 2020-08-05 22:30:30,374 - mmaction - INFO - Epoch [91][620/3757] lr: 1.000e-04, eta: 20:01:44, time: 1.911, data_time: 0.009, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8852, loss_cls: 1.1454, loss: 1.1454, grad_norm: 9.4936 2020-08-05 22:31:10,509 - mmaction - INFO - Epoch [91][640/3757] lr: 1.000e-04, eta: 20:01:06, time: 2.013, data_time: 0.012, memory: 5166, top1_acc: 0.7445, top5_acc: 0.8914, loss_cls: 1.0780, loss: 1.0780, grad_norm: 9.1393 2020-08-05 22:31:48,615 - mmaction - INFO - Epoch [91][660/3757] lr: 1.000e-04, eta: 20:00:26, time: 1.905, data_time: 0.094, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1292, loss: 1.1292, grad_norm: 9.1653 2020-08-05 22:32:30,116 - mmaction - INFO - Epoch [91][680/3757] lr: 1.000e-04, eta: 19:59:48, time: 2.067, data_time: 0.345, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2727, loss: 1.2727, grad_norm: 9.5229 2020-08-05 22:33:09,557 - mmaction - INFO - Epoch [91][700/3757] lr: 1.000e-04, eta: 19:59:09, time: 1.981, data_time: 0.011, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8992, loss_cls: 1.0581, loss: 1.0581, grad_norm: 8.7179 2020-08-05 22:33:46,285 - mmaction - INFO - Epoch [91][720/3757] lr: 1.000e-04, eta: 19:58:29, time: 1.833, data_time: 0.083, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8797, loss_cls: 1.2221, loss: 1.2221, grad_norm: 9.4248 2020-08-05 22:34:30,500 - mmaction - INFO - Epoch [91][740/3757] lr: 1.000e-04, eta: 19:57:51, time: 2.212, data_time: 0.006, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8727, loss_cls: 1.2335, loss: 1.2335, grad_norm: 9.4014 2020-08-05 22:35:03,180 - mmaction - INFO - Epoch [91][760/3757] lr: 1.000e-04, eta: 19:57:11, time: 1.633, data_time: 0.008, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.2180, loss: 1.2180, grad_norm: 9.8228 2020-08-05 22:35:42,659 - mmaction - INFO - Epoch [91][780/3757] lr: 1.000e-04, eta: 19:56:32, time: 1.977, data_time: 0.069, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8914, loss_cls: 1.1919, loss: 1.1919, grad_norm: 9.8433 2020-08-05 22:36:25,396 - mmaction - INFO - Epoch [91][800/3757] lr: 1.000e-04, eta: 19:55:54, time: 2.136, data_time: 0.034, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8891, loss_cls: 1.0989, loss: 1.0989, grad_norm: 8.8069 2020-08-05 22:37:02,099 - mmaction - INFO - Epoch [91][820/3757] lr: 1.000e-04, eta: 19:55:14, time: 1.835, data_time: 0.004, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.1151, loss: 1.1151, grad_norm: 8.9135 2020-08-05 22:37:37,709 - mmaction - INFO - Epoch [91][840/3757] lr: 1.000e-04, eta: 19:54:35, time: 1.776, data_time: 0.010, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.1196, loss: 1.1196, grad_norm: 9.1562 2020-08-05 22:38:19,788 - mmaction - INFO - Epoch [91][860/3757] lr: 1.000e-04, eta: 19:53:56, time: 2.108, data_time: 0.361, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8766, loss_cls: 1.1808, loss: 1.1808, grad_norm: 9.4044 2020-08-05 22:38:58,265 - mmaction - INFO - Epoch [91][880/3757] lr: 1.000e-04, eta: 19:53:17, time: 1.925, data_time: 0.281, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1622, loss: 1.1622, grad_norm: 9.5436 2020-08-05 22:39:40,478 - mmaction - INFO - Epoch [91][900/3757] lr: 1.000e-04, eta: 19:52:39, time: 2.108, data_time: 1.153, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8992, loss_cls: 1.1175, loss: 1.1175, grad_norm: 9.0314 2020-08-05 22:40:21,730 - mmaction - INFO - Epoch [91][920/3757] lr: 1.000e-04, eta: 19:52:00, time: 2.057, data_time: 1.459, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8898, loss_cls: 1.0715, loss: 1.0715, grad_norm: 9.2033 2020-08-05 22:40:59,667 - mmaction - INFO - Epoch [91][940/3757] lr: 1.000e-04, eta: 19:51:21, time: 1.905, data_time: 1.316, memory: 5166, top1_acc: 0.7359, top5_acc: 0.9078, loss_cls: 1.0320, loss: 1.0320, grad_norm: 8.9042 2020-08-05 22:41:35,933 - mmaction - INFO - Epoch [91][960/3757] lr: 1.000e-04, eta: 19:50:41, time: 1.807, data_time: 1.234, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1128, loss: 1.1128, grad_norm: 9.3009 2020-08-05 22:42:14,408 - mmaction - INFO - Epoch [91][980/3757] lr: 1.000e-04, eta: 19:50:02, time: 1.927, data_time: 1.131, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.2513, loss: 1.2513, grad_norm: 9.4999 2020-08-05 22:42:56,433 - mmaction - INFO - Epoch [91][1000/3757] lr: 1.000e-04, eta: 19:49:24, time: 2.095, data_time: 0.814, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8742, loss_cls: 1.2122, loss: 1.2122, grad_norm: 9.6321 2020-08-05 22:43:36,303 - mmaction - INFO - Epoch [91][1020/3757] lr: 1.000e-04, eta: 19:48:45, time: 2.000, data_time: 0.039, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.1982, loss: 1.1982, grad_norm: 9.3042 2020-08-05 22:44:13,720 - mmaction - INFO - Epoch [91][1040/3757] lr: 1.000e-04, eta: 19:48:06, time: 1.874, data_time: 0.008, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.1849, loss: 1.1849, grad_norm: 9.4163 2020-08-05 22:44:54,930 - mmaction - INFO - Epoch [91][1060/3757] lr: 1.000e-04, eta: 19:47:27, time: 2.061, data_time: 0.008, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1554, loss: 1.1554, grad_norm: 9.4617 2020-08-05 22:45:32,732 - mmaction - INFO - Epoch [91][1080/3757] lr: 1.000e-04, eta: 19:46:48, time: 1.889, data_time: 0.003, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8875, loss_cls: 1.1102, loss: 1.1102, grad_norm: 9.1359 2020-08-05 22:46:09,785 - mmaction - INFO - Epoch [91][1100/3757] lr: 1.000e-04, eta: 19:46:08, time: 1.850, data_time: 0.009, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8938, loss_cls: 1.1418, loss: 1.1418, grad_norm: 9.4025 2020-08-05 22:46:47,903 - mmaction - INFO - Epoch [91][1120/3757] lr: 1.000e-04, eta: 19:45:29, time: 1.908, data_time: 0.123, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1817, loss: 1.1817, grad_norm: 9.1242 2020-08-05 22:47:30,031 - mmaction - INFO - Epoch [91][1140/3757] lr: 1.000e-04, eta: 19:44:51, time: 2.100, data_time: 0.393, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8758, loss_cls: 1.2005, loss: 1.2005, grad_norm: 9.3553 2020-08-05 22:48:08,660 - mmaction - INFO - Epoch [91][1160/3757] lr: 1.000e-04, eta: 19:44:12, time: 1.938, data_time: 1.324, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8930, loss_cls: 1.1346, loss: 1.1346, grad_norm: 9.0690 2020-08-05 22:48:45,695 - mmaction - INFO - Epoch [91][1180/3757] lr: 1.000e-04, eta: 19:43:32, time: 1.846, data_time: 0.531, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1748, loss: 1.1748, grad_norm: 9.3531 2020-08-05 22:49:24,725 - mmaction - INFO - Epoch [91][1200/3757] lr: 1.000e-04, eta: 19:42:53, time: 1.957, data_time: 0.132, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8945, loss_cls: 1.1030, loss: 1.1030, grad_norm: 9.0594 2020-08-05 22:50:04,111 - mmaction - INFO - Epoch [91][1220/3757] lr: 1.000e-04, eta: 19:42:14, time: 1.968, data_time: 0.278, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.1847, loss: 1.1847, grad_norm: 9.2933 2020-08-05 22:50:43,905 - mmaction - INFO - Epoch [91][1240/3757] lr: 1.000e-04, eta: 19:41:35, time: 1.991, data_time: 0.429, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8898, loss_cls: 1.1705, loss: 1.1705, grad_norm: 9.4582 2020-08-05 22:51:23,920 - mmaction - INFO - Epoch [91][1260/3757] lr: 1.000e-04, eta: 19:40:56, time: 1.991, data_time: 0.009, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.2213, loss: 1.2213, grad_norm: 8.9794 2020-08-05 22:52:00,255 - mmaction - INFO - Epoch [91][1280/3757] lr: 1.000e-04, eta: 19:40:17, time: 1.818, data_time: 0.013, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1331, loss: 1.1331, grad_norm: 9.0058 2020-08-05 22:52:39,515 - mmaction - INFO - Epoch [91][1300/3757] lr: 1.000e-04, eta: 19:39:38, time: 1.966, data_time: 0.603, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.1483, loss: 1.1483, grad_norm: 9.1248 2020-08-05 22:53:21,138 - mmaction - INFO - Epoch [91][1320/3757] lr: 1.000e-04, eta: 19:38:59, time: 2.086, data_time: 0.453, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8984, loss_cls: 1.1191, loss: 1.1191, grad_norm: 9.2352 2020-08-05 22:54:02,272 - mmaction - INFO - Epoch [91][1340/3757] lr: 1.000e-04, eta: 19:38:21, time: 2.056, data_time: 0.008, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1570, loss: 1.1570, grad_norm: 9.1692 2020-08-05 22:54:40,872 - mmaction - INFO - Epoch [91][1360/3757] lr: 1.000e-04, eta: 19:37:42, time: 1.928, data_time: 0.009, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8820, loss_cls: 1.2028, loss: 1.2028, grad_norm: 9.6257 2020-08-05 22:55:19,017 - mmaction - INFO - Epoch [91][1380/3757] lr: 1.000e-04, eta: 19:37:02, time: 1.900, data_time: 0.034, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8984, loss_cls: 1.0793, loss: 1.0793, grad_norm: 8.9100 2020-08-05 22:55:59,032 - mmaction - INFO - Epoch [91][1400/3757] lr: 1.000e-04, eta: 19:36:24, time: 2.010, data_time: 0.012, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8945, loss_cls: 1.0972, loss: 1.0972, grad_norm: 9.2124 2020-08-05 22:56:40,522 - mmaction - INFO - Epoch [91][1420/3757] lr: 1.000e-04, eta: 19:35:45, time: 2.068, data_time: 0.008, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8812, loss_cls: 1.2010, loss: 1.2010, grad_norm: 9.2843 2020-08-05 22:57:20,454 - mmaction - INFO - Epoch [91][1440/3757] lr: 1.000e-04, eta: 19:35:06, time: 2.001, data_time: 0.011, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.1948, loss: 1.1948, grad_norm: 9.3338 2020-08-05 22:58:01,664 - mmaction - INFO - Epoch [91][1460/3757] lr: 1.000e-04, eta: 19:34:28, time: 2.055, data_time: 0.011, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8938, loss_cls: 1.1175, loss: 1.1175, grad_norm: 9.0761 2020-08-05 22:58:39,955 - mmaction - INFO - Epoch [91][1480/3757] lr: 1.000e-04, eta: 19:33:48, time: 1.923, data_time: 0.011, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2021, loss: 1.2021, grad_norm: 9.4980 2020-08-05 22:59:15,457 - mmaction - INFO - Epoch [91][1500/3757] lr: 1.000e-04, eta: 19:33:09, time: 1.768, data_time: 0.085, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.1819, loss: 1.1819, grad_norm: 9.0580 2020-08-05 23:00:00,070 - mmaction - INFO - Epoch [91][1520/3757] lr: 1.000e-04, eta: 19:32:31, time: 2.239, data_time: 0.011, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8898, loss_cls: 1.1565, loss: 1.1565, grad_norm: 9.3316 2020-08-05 23:00:35,322 - mmaction - INFO - Epoch [91][1540/3757] lr: 1.000e-04, eta: 19:31:51, time: 1.744, data_time: 0.523, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8930, loss_cls: 1.1362, loss: 1.1362, grad_norm: 9.3798 2020-08-05 23:01:16,706 - mmaction - INFO - Epoch [91][1560/3757] lr: 1.000e-04, eta: 19:31:12, time: 2.086, data_time: 1.509, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8883, loss_cls: 1.1452, loss: 1.1452, grad_norm: 9.1222 2020-08-05 23:01:56,437 - mmaction - INFO - Epoch [91][1580/3757] lr: 1.000e-04, eta: 19:30:34, time: 1.984, data_time: 1.433, memory: 5166, top1_acc: 0.7398, top5_acc: 0.8914, loss_cls: 1.0961, loss: 1.0961, grad_norm: 9.0956 2020-08-05 23:02:35,099 - mmaction - INFO - Epoch [91][1600/3757] lr: 1.000e-04, eta: 19:29:54, time: 1.936, data_time: 1.258, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8898, loss_cls: 1.1459, loss: 1.1459, grad_norm: 9.1805 2020-08-05 23:03:19,006 - mmaction - INFO - Epoch [91][1620/3757] lr: 1.000e-04, eta: 19:29:16, time: 2.192, data_time: 0.303, memory: 5166, top1_acc: 0.7484, top5_acc: 0.8844, loss_cls: 1.1030, loss: 1.1030, grad_norm: 9.1193 2020-08-05 23:03:57,644 - mmaction - INFO - Epoch [91][1640/3757] lr: 1.000e-04, eta: 19:28:37, time: 1.935, data_time: 0.009, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8836, loss_cls: 1.1227, loss: 1.1227, grad_norm: 9.2760 2020-08-05 23:04:34,307 - mmaction - INFO - Epoch [91][1660/3757] lr: 1.000e-04, eta: 19:27:58, time: 1.831, data_time: 0.334, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.1729, loss: 1.1729, grad_norm: 9.4284 2020-08-05 23:05:17,013 - mmaction - INFO - Epoch [91][1680/3757] lr: 1.000e-04, eta: 19:27:20, time: 2.132, data_time: 0.010, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.1838, loss: 1.1838, grad_norm: 9.3286 2020-08-05 23:05:56,519 - mmaction - INFO - Epoch [91][1700/3757] lr: 1.000e-04, eta: 19:26:41, time: 1.982, data_time: 0.010, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.1365, loss: 1.1365, grad_norm: 9.2287 2020-08-05 23:06:34,333 - mmaction - INFO - Epoch [91][1720/3757] lr: 1.000e-04, eta: 19:26:01, time: 1.882, data_time: 0.009, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2332, loss: 1.2332, grad_norm: 9.7449 2020-08-05 23:07:13,450 - mmaction - INFO - Epoch [91][1740/3757] lr: 1.000e-04, eta: 19:25:22, time: 1.966, data_time: 0.019, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8875, loss_cls: 1.1619, loss: 1.1619, grad_norm: 9.6199 2020-08-05 23:07:52,847 - mmaction - INFO - Epoch [91][1760/3757] lr: 1.000e-04, eta: 19:24:43, time: 1.963, data_time: 0.007, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8984, loss_cls: 1.0708, loss: 1.0708, grad_norm: 8.9790 2020-08-05 23:08:31,646 - mmaction - INFO - Epoch [91][1780/3757] lr: 1.000e-04, eta: 19:24:04, time: 1.945, data_time: 0.009, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8938, loss_cls: 1.0979, loss: 1.0979, grad_norm: 8.9901 2020-08-05 23:09:10,153 - mmaction - INFO - Epoch [91][1800/3757] lr: 1.000e-04, eta: 19:23:25, time: 1.918, data_time: 0.010, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1188, loss: 1.1188, grad_norm: 8.9606 2020-08-05 23:09:51,483 - mmaction - INFO - Epoch [91][1820/3757] lr: 1.000e-04, eta: 19:22:47, time: 2.076, data_time: 0.017, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1558, loss: 1.1558, grad_norm: 9.2866 2020-08-05 23:10:30,303 - mmaction - INFO - Epoch [91][1840/3757] lr: 1.000e-04, eta: 19:22:07, time: 1.933, data_time: 0.007, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8961, loss_cls: 1.0613, loss: 1.0613, grad_norm: 8.9443 2020-08-05 23:11:06,525 - mmaction - INFO - Epoch [91][1860/3757] lr: 1.000e-04, eta: 19:21:28, time: 1.819, data_time: 0.078, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8883, loss_cls: 1.0701, loss: 1.0701, grad_norm: 8.8179 2020-08-05 23:11:50,406 - mmaction - INFO - Epoch [91][1880/3757] lr: 1.000e-04, eta: 19:20:50, time: 2.186, data_time: 0.009, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1316, loss: 1.1316, grad_norm: 9.1869 2020-08-05 23:12:27,255 - mmaction - INFO - Epoch [91][1900/3757] lr: 1.000e-04, eta: 19:20:10, time: 1.850, data_time: 0.011, memory: 5166, top1_acc: 0.7523, top5_acc: 0.8930, loss_cls: 1.0518, loss: 1.0518, grad_norm: 8.6102 2020-08-05 23:13:06,735 - mmaction - INFO - Epoch [91][1920/3757] lr: 1.000e-04, eta: 19:19:31, time: 1.975, data_time: 0.160, memory: 5166, top1_acc: 0.7250, top5_acc: 0.9039, loss_cls: 1.0963, loss: 1.0963, grad_norm: 8.8848 2020-08-05 23:13:44,553 - mmaction - INFO - Epoch [91][1940/3757] lr: 1.000e-04, eta: 19:18:52, time: 1.886, data_time: 0.061, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8727, loss_cls: 1.2204, loss: 1.2204, grad_norm: 9.6937 2020-08-05 23:14:27,596 - mmaction - INFO - Epoch [91][1960/3757] lr: 1.000e-04, eta: 19:18:14, time: 2.153, data_time: 0.007, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8875, loss_cls: 1.1610, loss: 1.1610, grad_norm: 9.0396 2020-08-05 23:15:07,477 - mmaction - INFO - Epoch [91][1980/3757] lr: 1.000e-04, eta: 19:17:35, time: 1.994, data_time: 0.012, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1642, loss: 1.1642, grad_norm: 9.1614 2020-08-05 23:15:50,396 - mmaction - INFO - Epoch [91][2000/3757] lr: 1.000e-04, eta: 19:16:57, time: 2.149, data_time: 0.117, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8680, loss_cls: 1.2043, loss: 1.2043, grad_norm: 9.1880 2020-08-05 23:16:27,588 - mmaction - INFO - Epoch [91][2020/3757] lr: 1.000e-04, eta: 19:16:17, time: 1.856, data_time: 0.032, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.2390, loss: 1.2390, grad_norm: 9.5961 2020-08-05 23:17:03,652 - mmaction - INFO - Epoch [91][2040/3757] lr: 1.000e-04, eta: 19:15:38, time: 1.806, data_time: 0.471, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8945, loss_cls: 1.1125, loss: 1.1125, grad_norm: 9.5145 2020-08-05 23:17:41,268 - mmaction - INFO - Epoch [91][2060/3757] lr: 1.000e-04, eta: 19:14:58, time: 1.879, data_time: 1.205, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1615, loss: 1.1615, grad_norm: 9.4630 2020-08-05 23:18:22,481 - mmaction - INFO - Epoch [91][2080/3757] lr: 1.000e-04, eta: 19:14:20, time: 2.064, data_time: 0.707, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2172, loss: 1.2172, grad_norm: 9.5400 2020-08-05 23:19:01,163 - mmaction - INFO - Epoch [91][2100/3757] lr: 1.000e-04, eta: 19:13:41, time: 1.933, data_time: 0.954, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.1144, loss: 1.1144, grad_norm: 9.0832 2020-08-05 23:19:38,506 - mmaction - INFO - Epoch [91][2120/3757] lr: 1.000e-04, eta: 19:13:01, time: 1.866, data_time: 1.032, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.1793, loss: 1.1793, grad_norm: 9.5162 2020-08-05 23:20:17,700 - mmaction - INFO - Epoch [91][2140/3757] lr: 1.000e-04, eta: 19:12:22, time: 1.958, data_time: 1.373, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1864, loss: 1.1864, grad_norm: 9.3361 2020-08-05 23:20:55,606 - mmaction - INFO - Epoch [91][2160/3757] lr: 1.000e-04, eta: 19:11:43, time: 1.897, data_time: 1.180, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8867, loss_cls: 1.1676, loss: 1.1676, grad_norm: 9.2832 2020-08-05 23:21:36,112 - mmaction - INFO - Epoch [91][2180/3757] lr: 1.000e-04, eta: 19:11:04, time: 2.020, data_time: 1.326, memory: 5166, top1_acc: 0.7391, top5_acc: 0.8859, loss_cls: 1.0896, loss: 1.0896, grad_norm: 9.0353 2020-08-05 23:22:14,023 - mmaction - INFO - Epoch [91][2200/3757] lr: 1.000e-04, eta: 19:10:25, time: 1.900, data_time: 0.659, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8977, loss_cls: 1.1178, loss: 1.1178, grad_norm: 8.7946 2020-08-05 23:22:56,077 - mmaction - INFO - Epoch [91][2220/3757] lr: 1.000e-04, eta: 19:09:47, time: 2.104, data_time: 1.394, memory: 5166, top1_acc: 0.7094, top5_acc: 0.9016, loss_cls: 1.1157, loss: 1.1157, grad_norm: 9.0693 2020-08-05 23:23:37,605 - mmaction - INFO - Epoch [91][2240/3757] lr: 1.000e-04, eta: 19:09:08, time: 2.071, data_time: 1.466, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8859, loss_cls: 1.1402, loss: 1.1402, grad_norm: 9.1369 2020-08-05 23:24:16,391 - mmaction - INFO - Epoch [91][2260/3757] lr: 1.000e-04, eta: 19:08:29, time: 1.947, data_time: 1.379, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8898, loss_cls: 1.0964, loss: 1.0964, grad_norm: 9.2134 2020-08-05 23:24:54,685 - mmaction - INFO - Epoch [91][2280/3757] lr: 1.000e-04, eta: 19:07:50, time: 1.914, data_time: 1.002, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8805, loss_cls: 1.2507, loss: 1.2507, grad_norm: 9.6768 2020-08-05 23:25:36,308 - mmaction - INFO - Epoch [91][2300/3757] lr: 1.000e-04, eta: 19:07:11, time: 2.082, data_time: 0.776, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8688, loss_cls: 1.2080, loss: 1.2080, grad_norm: 9.3865 2020-08-05 23:26:17,191 - mmaction - INFO - Epoch [91][2320/3757] lr: 1.000e-04, eta: 19:06:33, time: 2.042, data_time: 0.009, memory: 5166, top1_acc: 0.7391, top5_acc: 0.8930, loss_cls: 1.0811, loss: 1.0811, grad_norm: 9.0534 2020-08-05 23:26:51,778 - mmaction - INFO - Epoch [91][2340/3757] lr: 1.000e-04, eta: 19:05:53, time: 1.728, data_time: 0.091, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8727, loss_cls: 1.2403, loss: 1.2403, grad_norm: 9.4637 2020-08-05 23:27:30,684 - mmaction - INFO - Epoch [91][2360/3757] lr: 1.000e-04, eta: 19:05:14, time: 1.941, data_time: 0.178, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8797, loss_cls: 1.1637, loss: 1.1637, grad_norm: 9.1176 2020-08-05 23:28:10,690 - mmaction - INFO - Epoch [91][2380/3757] lr: 1.000e-04, eta: 19:04:35, time: 2.008, data_time: 0.017, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.2089, loss: 1.2089, grad_norm: 9.5608 2020-08-05 23:28:51,162 - mmaction - INFO - Epoch [91][2400/3757] lr: 1.000e-04, eta: 19:03:56, time: 2.016, data_time: 0.347, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8906, loss_cls: 1.1652, loss: 1.1652, grad_norm: 9.4591 2020-08-05 23:29:29,440 - mmaction - INFO - Epoch [91][2420/3757] lr: 1.000e-04, eta: 19:03:17, time: 1.921, data_time: 0.041, memory: 5166, top1_acc: 0.7469, top5_acc: 0.8977, loss_cls: 1.0567, loss: 1.0567, grad_norm: 9.0154 2020-08-05 23:30:09,802 - mmaction - INFO - Epoch [91][2440/3757] lr: 1.000e-04, eta: 19:02:38, time: 2.019, data_time: 0.029, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8656, loss_cls: 1.2267, loss: 1.2267, grad_norm: 9.3557 2020-08-05 23:30:48,834 - mmaction - INFO - Epoch [91][2460/3757] lr: 1.000e-04, eta: 19:01:59, time: 1.952, data_time: 0.002, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.2209, loss: 1.2209, grad_norm: 9.4741 2020-08-05 23:31:30,316 - mmaction - INFO - Epoch [91][2480/3757] lr: 1.000e-04, eta: 19:01:21, time: 2.063, data_time: 0.007, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1439, loss: 1.1439, grad_norm: 9.1221 2020-08-05 23:32:08,688 - mmaction - INFO - Epoch [91][2500/3757] lr: 1.000e-04, eta: 19:00:42, time: 1.929, data_time: 0.013, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8773, loss_cls: 1.1989, loss: 1.1989, grad_norm: 9.3274 2020-08-05 23:32:48,867 - mmaction - INFO - Epoch [91][2520/3757] lr: 1.000e-04, eta: 19:00:03, time: 2.001, data_time: 0.047, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8789, loss_cls: 1.1826, loss: 1.1826, grad_norm: 9.1582 2020-08-05 23:33:29,204 - mmaction - INFO - Epoch [91][2540/3757] lr: 1.000e-04, eta: 18:59:24, time: 2.020, data_time: 0.545, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.1903, loss: 1.1903, grad_norm: 9.5438 2020-08-05 23:34:07,203 - mmaction - INFO - Epoch [91][2560/3757] lr: 1.000e-04, eta: 18:58:45, time: 1.901, data_time: 0.626, memory: 5166, top1_acc: 0.6852, top5_acc: 0.8812, loss_cls: 1.2174, loss: 1.2174, grad_norm: 9.8071 2020-08-05 23:34:48,313 - mmaction - INFO - Epoch [91][2580/3757] lr: 1.000e-04, eta: 18:58:06, time: 2.059, data_time: 0.009, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1279, loss: 1.1279, grad_norm: 9.0401 2020-08-05 23:35:27,175 - mmaction - INFO - Epoch [91][2600/3757] lr: 1.000e-04, eta: 18:57:27, time: 1.940, data_time: 0.005, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.1513, loss: 1.1513, grad_norm: 9.2272 2020-08-05 23:36:06,615 - mmaction - INFO - Epoch [91][2620/3757] lr: 1.000e-04, eta: 18:56:48, time: 1.973, data_time: 0.007, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8719, loss_cls: 1.1725, loss: 1.1725, grad_norm: 9.0751 2020-08-05 23:36:48,825 - mmaction - INFO - Epoch [91][2640/3757] lr: 1.000e-04, eta: 18:56:10, time: 2.107, data_time: 0.009, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8648, loss_cls: 1.2536, loss: 1.2536, grad_norm: 9.5230 2020-08-05 23:37:24,723 - mmaction - INFO - Epoch [91][2660/3757] lr: 1.000e-04, eta: 18:55:30, time: 1.799, data_time: 0.128, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.1615, loss: 1.1615, grad_norm: 8.9968 2020-08-05 23:38:05,159 - mmaction - INFO - Epoch [91][2680/3757] lr: 1.000e-04, eta: 18:54:51, time: 2.018, data_time: 0.147, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8734, loss_cls: 1.1951, loss: 1.1951, grad_norm: 9.3793 2020-08-05 23:38:46,185 - mmaction - INFO - Epoch [91][2700/3757] lr: 1.000e-04, eta: 18:54:13, time: 2.057, data_time: 0.703, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8852, loss_cls: 1.1933, loss: 1.1933, grad_norm: 9.3149 2020-08-05 23:39:26,833 - mmaction - INFO - Epoch [91][2720/3757] lr: 1.000e-04, eta: 18:53:34, time: 2.024, data_time: 0.071, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8789, loss_cls: 1.1785, loss: 1.1785, grad_norm: 9.2206 2020-08-05 23:40:05,387 - mmaction - INFO - Epoch [91][2740/3757] lr: 1.000e-04, eta: 18:52:55, time: 1.935, data_time: 0.044, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8930, loss_cls: 1.1629, loss: 1.1629, grad_norm: 9.1548 2020-08-05 23:40:45,168 - mmaction - INFO - Epoch [91][2760/3757] lr: 1.000e-04, eta: 18:52:16, time: 1.989, data_time: 0.770, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2296, loss: 1.2296, grad_norm: 9.6190 2020-08-05 23:41:22,730 - mmaction - INFO - Epoch [91][2780/3757] lr: 1.000e-04, eta: 18:51:37, time: 1.872, data_time: 0.907, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8898, loss_cls: 1.1477, loss: 1.1477, grad_norm: 9.0916 2020-08-05 23:42:02,691 - mmaction - INFO - Epoch [91][2800/3757] lr: 1.000e-04, eta: 18:50:58, time: 1.996, data_time: 1.222, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8992, loss_cls: 1.0857, loss: 1.0857, grad_norm: 9.3252 2020-08-05 23:42:38,336 - mmaction - INFO - Epoch [91][2820/3757] lr: 1.000e-04, eta: 18:50:18, time: 1.786, data_time: 0.702, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8867, loss_cls: 1.1569, loss: 1.1569, grad_norm: 9.2437 2020-08-05 23:43:17,820 - mmaction - INFO - Epoch [91][2840/3757] lr: 1.000e-04, eta: 18:49:39, time: 1.978, data_time: 0.103, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.1627, loss: 1.1627, grad_norm: 9.2386 2020-08-05 23:43:55,982 - mmaction - INFO - Epoch [91][2860/3757] lr: 1.000e-04, eta: 18:49:00, time: 1.907, data_time: 0.036, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8922, loss_cls: 1.1349, loss: 1.1349, grad_norm: 9.2454 2020-08-05 23:44:34,958 - mmaction - INFO - Epoch [91][2880/3757] lr: 1.000e-04, eta: 18:48:21, time: 1.951, data_time: 0.006, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.1709, loss: 1.1709, grad_norm: 9.2862 2020-08-05 23:45:13,468 - mmaction - INFO - Epoch [91][2900/3757] lr: 1.000e-04, eta: 18:47:42, time: 1.921, data_time: 0.009, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.2427, loss: 1.2427, grad_norm: 9.4743 2020-08-05 23:45:53,696 - mmaction - INFO - Epoch [91][2920/3757] lr: 1.000e-04, eta: 18:47:03, time: 2.016, data_time: 0.011, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8641, loss_cls: 1.2316, loss: 1.2316, grad_norm: 9.5956 2020-08-05 23:46:38,077 - mmaction - INFO - Epoch [91][2940/3757] lr: 1.000e-04, eta: 18:46:25, time: 2.212, data_time: 0.006, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8836, loss_cls: 1.2304, loss: 1.2304, grad_norm: 9.5489 2020-08-05 23:47:17,256 - mmaction - INFO - Epoch [91][2960/3757] lr: 1.000e-04, eta: 18:45:46, time: 1.966, data_time: 0.010, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8859, loss_cls: 1.1302, loss: 1.1302, grad_norm: 9.1450 2020-08-05 23:47:59,071 - mmaction - INFO - Epoch [91][2980/3757] lr: 1.000e-04, eta: 18:45:07, time: 2.083, data_time: 0.008, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8859, loss_cls: 1.1897, loss: 1.1897, grad_norm: 9.4042 2020-08-05 23:48:36,680 - mmaction - INFO - Epoch [91][3000/3757] lr: 1.000e-04, eta: 18:44:28, time: 1.887, data_time: 0.010, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2219, loss: 1.2219, grad_norm: 9.6407 2020-08-05 23:49:15,732 - mmaction - INFO - Epoch [91][3020/3757] lr: 1.000e-04, eta: 18:43:49, time: 1.954, data_time: 0.043, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1716, loss: 1.1716, grad_norm: 9.3679 2020-08-05 23:49:54,528 - mmaction - INFO - Epoch [91][3040/3757] lr: 1.000e-04, eta: 18:43:10, time: 1.941, data_time: 0.042, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8969, loss_cls: 1.0832, loss: 1.0832, grad_norm: 8.9990 2020-08-05 23:50:36,774 - mmaction - INFO - Epoch [91][3060/3757] lr: 1.000e-04, eta: 18:42:32, time: 2.103, data_time: 0.090, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8773, loss_cls: 1.1691, loss: 1.1691, grad_norm: 9.2866 2020-08-05 23:51:17,007 - mmaction - INFO - Epoch [91][3080/3757] lr: 1.000e-04, eta: 18:41:53, time: 2.021, data_time: 0.017, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8883, loss_cls: 1.1604, loss: 1.1604, grad_norm: 9.4795 2020-08-05 23:51:56,199 - mmaction - INFO - Epoch [91][3100/3757] lr: 1.000e-04, eta: 18:41:14, time: 1.956, data_time: 0.007, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.1633, loss: 1.1633, grad_norm: 9.1633 2020-08-05 23:52:31,637 - mmaction - INFO - Epoch [91][3120/3757] lr: 1.000e-04, eta: 18:40:34, time: 1.774, data_time: 0.005, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2356, loss: 1.2356, grad_norm: 9.4809 2020-08-05 23:53:12,138 - mmaction - INFO - Epoch [91][3140/3757] lr: 1.000e-04, eta: 18:39:55, time: 2.017, data_time: 0.439, memory: 5166, top1_acc: 0.7172, top5_acc: 0.9008, loss_cls: 1.1529, loss: 1.1529, grad_norm: 9.4158 2020-08-05 23:53:47,112 - mmaction - INFO - Epoch [91][3160/3757] lr: 1.000e-04, eta: 18:39:15, time: 1.748, data_time: 0.562, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8750, loss_cls: 1.1890, loss: 1.1890, grad_norm: 9.1738 2020-08-05 23:54:27,208 - mmaction - INFO - Epoch [91][3180/3757] lr: 1.000e-04, eta: 18:38:37, time: 2.012, data_time: 0.268, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8773, loss_cls: 1.2381, loss: 1.2381, grad_norm: 9.6830 2020-08-05 23:55:06,607 - mmaction - INFO - Epoch [91][3200/3757] lr: 1.000e-04, eta: 18:37:58, time: 1.968, data_time: 0.099, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8961, loss_cls: 1.1259, loss: 1.1259, grad_norm: 9.6298 2020-08-05 23:55:44,140 - mmaction - INFO - Epoch [91][3220/3757] lr: 1.000e-04, eta: 18:37:18, time: 1.878, data_time: 0.005, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2829, loss: 1.2829, grad_norm: 9.5557 2020-08-05 23:56:24,995 - mmaction - INFO - Epoch [91][3240/3757] lr: 1.000e-04, eta: 18:36:40, time: 2.035, data_time: 0.094, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8789, loss_cls: 1.1637, loss: 1.1637, grad_norm: 9.1658 2020-08-05 23:57:02,069 - mmaction - INFO - Epoch [91][3260/3757] lr: 1.000e-04, eta: 18:36:00, time: 1.863, data_time: 0.020, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1549, loss: 1.1549, grad_norm: 9.1038 2020-08-05 23:57:46,000 - mmaction - INFO - Epoch [91][3280/3757] lr: 1.000e-04, eta: 18:35:22, time: 2.192, data_time: 0.012, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1583, loss: 1.1583, grad_norm: 9.1562 2020-08-05 23:58:23,133 - mmaction - INFO - Epoch [91][3300/3757] lr: 1.000e-04, eta: 18:34:43, time: 1.858, data_time: 0.010, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1568, loss: 1.1568, grad_norm: 9.4742 2020-08-05 23:58:59,456 - mmaction - INFO - Epoch [91][3320/3757] lr: 1.000e-04, eta: 18:34:03, time: 1.819, data_time: 0.042, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8742, loss_cls: 1.2272, loss: 1.2272, grad_norm: 9.3688 2020-08-05 23:59:36,678 - mmaction - INFO - Epoch [91][3340/3757] lr: 1.000e-04, eta: 18:33:24, time: 1.855, data_time: 0.008, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8945, loss_cls: 1.1256, loss: 1.1256, grad_norm: 9.2163 2020-08-06 00:00:15,195 - mmaction - INFO - Epoch [91][3360/3757] lr: 1.000e-04, eta: 18:32:45, time: 1.917, data_time: 0.010, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8859, loss_cls: 1.1357, loss: 1.1357, grad_norm: 8.8482 2020-08-06 00:00:59,185 - mmaction - INFO - Epoch [91][3380/3757] lr: 1.000e-04, eta: 18:32:07, time: 2.215, data_time: 0.120, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8891, loss_cls: 1.1930, loss: 1.1930, grad_norm: 9.5891 2020-08-06 00:01:39,253 - mmaction - INFO - Epoch [91][3400/3757] lr: 1.000e-04, eta: 18:31:28, time: 1.996, data_time: 0.012, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8938, loss_cls: 1.1633, loss: 1.1633, grad_norm: 9.3348 2020-08-06 00:02:17,926 - mmaction - INFO - Epoch [91][3420/3757] lr: 1.000e-04, eta: 18:30:49, time: 1.930, data_time: 0.016, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8859, loss_cls: 1.1665, loss: 1.1665, grad_norm: 9.2644 2020-08-06 00:02:56,755 - mmaction - INFO - Epoch [91][3440/3757] lr: 1.000e-04, eta: 18:30:10, time: 1.944, data_time: 0.014, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8781, loss_cls: 1.1519, loss: 1.1519, grad_norm: 9.3766 2020-08-06 00:03:35,332 - mmaction - INFO - Epoch [91][3460/3757] lr: 1.000e-04, eta: 18:29:30, time: 1.936, data_time: 0.010, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.1840, loss: 1.1840, grad_norm: 9.3116 2020-08-06 00:04:14,475 - mmaction - INFO - Epoch [91][3480/3757] lr: 1.000e-04, eta: 18:28:51, time: 1.958, data_time: 0.071, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8789, loss_cls: 1.1766, loss: 1.1766, grad_norm: 9.2910 2020-08-06 00:04:57,438 - mmaction - INFO - Epoch [91][3500/3757] lr: 1.000e-04, eta: 18:28:13, time: 2.146, data_time: 0.009, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1891, loss: 1.1891, grad_norm: 9.5319 2020-08-06 00:05:34,157 - mmaction - INFO - Epoch [91][3520/3757] lr: 1.000e-04, eta: 18:27:34, time: 1.836, data_time: 0.005, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8812, loss_cls: 1.2151, loss: 1.2151, grad_norm: 9.5897 2020-08-06 00:06:15,320 - mmaction - INFO - Epoch [91][3540/3757] lr: 1.000e-04, eta: 18:26:55, time: 2.059, data_time: 0.010, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8812, loss_cls: 1.1638, loss: 1.1638, grad_norm: 9.0629 2020-08-06 00:06:54,763 - mmaction - INFO - Epoch [91][3560/3757] lr: 1.000e-04, eta: 18:26:16, time: 1.971, data_time: 0.004, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.1874, loss: 1.1874, grad_norm: 9.3570 2020-08-06 00:07:30,274 - mmaction - INFO - Epoch [91][3580/3757] lr: 1.000e-04, eta: 18:25:36, time: 1.768, data_time: 0.011, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8992, loss_cls: 1.0936, loss: 1.0936, grad_norm: 8.9308 2020-08-06 00:08:12,364 - mmaction - INFO - Epoch [91][3600/3757] lr: 1.000e-04, eta: 18:24:58, time: 2.110, data_time: 0.012, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.1337, loss: 1.1337, grad_norm: 9.5205 2020-08-06 00:08:49,183 - mmaction - INFO - Epoch [91][3620/3757] lr: 1.000e-04, eta: 18:24:19, time: 1.842, data_time: 0.011, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.2150, loss: 1.2150, grad_norm: 9.5670 2020-08-06 00:09:26,984 - mmaction - INFO - Epoch [91][3640/3757] lr: 1.000e-04, eta: 18:23:39, time: 1.893, data_time: 0.006, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8820, loss_cls: 1.1475, loss: 1.1475, grad_norm: 9.1024 2020-08-06 00:10:05,627 - mmaction - INFO - Epoch [91][3660/3757] lr: 1.000e-04, eta: 18:23:00, time: 1.932, data_time: 0.009, memory: 5166, top1_acc: 0.7227, top5_acc: 0.9039, loss_cls: 1.0878, loss: 1.0878, grad_norm: 9.0590 2020-08-06 00:10:48,305 - mmaction - INFO - Epoch [91][3680/3757] lr: 1.000e-04, eta: 18:22:22, time: 2.124, data_time: 0.003, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1525, loss: 1.1525, grad_norm: 9.2166 2020-08-06 00:11:29,227 - mmaction - INFO - Epoch [91][3700/3757] lr: 1.000e-04, eta: 18:21:43, time: 2.055, data_time: 0.012, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.1215, loss: 1.1215, grad_norm: 9.3286 2020-08-06 00:12:08,942 - mmaction - INFO - Epoch [91][3720/3757] lr: 1.000e-04, eta: 18:21:04, time: 1.986, data_time: 0.009, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8859, loss_cls: 1.1353, loss: 1.1353, grad_norm: 8.9439 2020-08-06 00:12:45,760 - mmaction - INFO - Epoch [91][3740/3757] lr: 1.000e-04, eta: 18:20:25, time: 1.842, data_time: 0.003, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.0883, loss: 1.0883, grad_norm: 8.8873 2020-08-06 00:13:12,719 - mmaction - INFO - Saving checkpoint at 91 epochs 2020-08-06 00:14:08,492 - mmaction - INFO - Epoch [92][20/3757] lr: 1.000e-04, eta: 18:19:09, time: 2.721, data_time: 1.176, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8922, loss_cls: 1.1148, loss: 1.1148, grad_norm: 9.2579 2020-08-06 00:14:47,999 - mmaction - INFO - Epoch [92][40/3757] lr: 1.000e-04, eta: 18:18:30, time: 1.968, data_time: 0.834, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.1886, loss: 1.1886, grad_norm: 9.6594 2020-08-06 00:15:27,311 - mmaction - INFO - Epoch [92][60/3757] lr: 1.000e-04, eta: 18:17:51, time: 1.965, data_time: 0.450, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.1768, loss: 1.1768, grad_norm: 9.1413 2020-08-06 00:16:05,803 - mmaction - INFO - Epoch [92][80/3757] lr: 1.000e-04, eta: 18:17:12, time: 1.932, data_time: 0.010, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8867, loss_cls: 1.1332, loss: 1.1332, grad_norm: 9.2321 2020-08-06 00:16:45,673 - mmaction - INFO - Epoch [92][100/3757] lr: 1.000e-04, eta: 18:16:33, time: 1.984, data_time: 0.007, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2278, loss: 1.2278, grad_norm: 9.2855 2020-08-06 00:17:25,128 - mmaction - INFO - Epoch [92][120/3757] lr: 1.000e-04, eta: 18:15:54, time: 1.981, data_time: 0.013, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8781, loss_cls: 1.1432, loss: 1.1432, grad_norm: 9.1520 2020-08-06 00:18:06,240 - mmaction - INFO - Epoch [92][140/3757] lr: 1.000e-04, eta: 18:15:16, time: 2.051, data_time: 0.008, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8758, loss_cls: 1.1874, loss: 1.1874, grad_norm: 9.3477 2020-08-06 00:18:46,155 - mmaction - INFO - Epoch [92][160/3757] lr: 1.000e-04, eta: 18:14:37, time: 1.994, data_time: 0.009, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8766, loss_cls: 1.1815, loss: 1.1815, grad_norm: 9.1798 2020-08-06 00:19:26,826 - mmaction - INFO - Epoch [92][180/3757] lr: 1.000e-04, eta: 18:13:58, time: 2.040, data_time: 0.022, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.1285, loss: 1.1285, grad_norm: 9.1868 2020-08-06 00:20:07,128 - mmaction - INFO - Epoch [92][200/3757] lr: 1.000e-04, eta: 18:13:19, time: 2.015, data_time: 0.012, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0733, loss: 1.0733, grad_norm: 8.9303 2020-08-06 00:20:45,527 - mmaction - INFO - Epoch [92][220/3757] lr: 1.000e-04, eta: 18:12:40, time: 1.920, data_time: 0.004, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8836, loss_cls: 1.1556, loss: 1.1556, grad_norm: 9.3845 2020-08-06 00:21:25,250 - mmaction - INFO - Epoch [92][240/3757] lr: 1.000e-04, eta: 18:12:01, time: 1.988, data_time: 0.038, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.2310, loss: 1.2310, grad_norm: 9.2720 2020-08-06 00:22:08,888 - mmaction - INFO - Epoch [92][260/3757] lr: 1.000e-04, eta: 18:11:23, time: 2.181, data_time: 0.211, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8992, loss_cls: 1.1514, loss: 1.1514, grad_norm: 9.1510 2020-08-06 00:22:46,771 - mmaction - INFO - Epoch [92][280/3757] lr: 1.000e-04, eta: 18:10:44, time: 1.888, data_time: 0.509, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1532, loss: 1.1532, grad_norm: 8.9246 2020-08-06 00:23:26,076 - mmaction - INFO - Epoch [92][300/3757] lr: 1.000e-04, eta: 18:10:05, time: 1.970, data_time: 0.010, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8758, loss_cls: 1.1890, loss: 1.1890, grad_norm: 9.4748 2020-08-06 00:24:07,743 - mmaction - INFO - Epoch [92][320/3757] lr: 1.000e-04, eta: 18:09:26, time: 2.086, data_time: 0.005, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.0959, loss: 1.0959, grad_norm: 8.9794 2020-08-06 00:24:45,447 - mmaction - INFO - Epoch [92][340/3757] lr: 1.000e-04, eta: 18:08:47, time: 1.879, data_time: 0.008, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0863, loss: 1.0863, grad_norm: 9.0446 2020-08-06 00:25:25,750 - mmaction - INFO - Epoch [92][360/3757] lr: 1.000e-04, eta: 18:08:08, time: 2.013, data_time: 0.009, memory: 5166, top1_acc: 0.7484, top5_acc: 0.8953, loss_cls: 1.0483, loss: 1.0483, grad_norm: 8.6066 2020-08-06 00:26:07,469 - mmaction - INFO - Epoch [92][380/3757] lr: 1.000e-04, eta: 18:07:30, time: 2.093, data_time: 0.011, memory: 5166, top1_acc: 0.7453, top5_acc: 0.9117, loss_cls: 1.0529, loss: 1.0529, grad_norm: 9.0163 2020-08-06 00:26:46,116 - mmaction - INFO - Epoch [92][400/3757] lr: 1.000e-04, eta: 18:06:51, time: 1.926, data_time: 0.017, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.2071, loss: 1.2071, grad_norm: 9.4223 2020-08-06 00:27:24,452 - mmaction - INFO - Epoch [92][420/3757] lr: 1.000e-04, eta: 18:06:11, time: 1.924, data_time: 0.010, memory: 5166, top1_acc: 0.7375, top5_acc: 0.8906, loss_cls: 1.1285, loss: 1.1285, grad_norm: 9.0765 2020-08-06 00:28:05,136 - mmaction - INFO - Epoch [92][440/3757] lr: 1.000e-04, eta: 18:05:33, time: 2.031, data_time: 0.007, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8914, loss_cls: 1.0751, loss: 1.0751, grad_norm: 9.0064 2020-08-06 00:28:45,401 - mmaction - INFO - Epoch [92][460/3757] lr: 1.000e-04, eta: 18:04:54, time: 2.013, data_time: 0.008, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8750, loss_cls: 1.1479, loss: 1.1479, grad_norm: 9.1707 2020-08-06 00:29:25,175 - mmaction - INFO - Epoch [92][480/3757] lr: 1.000e-04, eta: 18:04:15, time: 1.989, data_time: 0.011, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8812, loss_cls: 1.1563, loss: 1.1563, grad_norm: 9.3193 2020-08-06 00:30:06,017 - mmaction - INFO - Epoch [92][500/3757] lr: 1.000e-04, eta: 18:03:36, time: 2.045, data_time: 0.008, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8891, loss_cls: 1.1356, loss: 1.1356, grad_norm: 9.1966 2020-08-06 00:30:37,597 - mmaction - INFO - Epoch [92][520/3757] lr: 1.000e-04, eta: 18:02:56, time: 1.580, data_time: 0.003, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1512, loss: 1.1512, grad_norm: 9.3479 2020-08-06 00:31:17,115 - mmaction - INFO - Epoch [92][540/3757] lr: 1.000e-04, eta: 18:02:17, time: 1.967, data_time: 0.007, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8750, loss_cls: 1.2524, loss: 1.2524, grad_norm: 9.3107 2020-08-06 00:31:57,046 - mmaction - INFO - Epoch [92][560/3757] lr: 1.000e-04, eta: 18:01:38, time: 2.004, data_time: 0.012, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8789, loss_cls: 1.1869, loss: 1.1869, grad_norm: 9.1390 2020-08-06 00:32:35,132 - mmaction - INFO - Epoch [92][580/3757] lr: 1.000e-04, eta: 18:00:59, time: 1.900, data_time: 0.164, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1444, loss: 1.1444, grad_norm: 9.1060 2020-08-06 00:33:14,863 - mmaction - INFO - Epoch [92][600/3757] lr: 1.000e-04, eta: 18:00:20, time: 1.987, data_time: 0.009, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8797, loss_cls: 1.1593, loss: 1.1593, grad_norm: 9.0435 2020-08-06 00:33:53,743 - mmaction - INFO - Epoch [92][620/3757] lr: 1.000e-04, eta: 17:59:41, time: 1.947, data_time: 0.008, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8852, loss_cls: 1.1234, loss: 1.1234, grad_norm: 9.2992 2020-08-06 00:34:34,044 - mmaction - INFO - Epoch [92][640/3757] lr: 1.000e-04, eta: 17:59:02, time: 2.016, data_time: 0.010, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8836, loss_cls: 1.1899, loss: 1.1899, grad_norm: 9.2576 2020-08-06 00:35:11,251 - mmaction - INFO - Epoch [92][660/3757] lr: 1.000e-04, eta: 17:58:23, time: 1.860, data_time: 0.003, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1549, loss: 1.1549, grad_norm: 9.2245 2020-08-06 00:35:49,016 - mmaction - INFO - Epoch [92][680/3757] lr: 1.000e-04, eta: 17:57:43, time: 1.888, data_time: 0.043, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8906, loss_cls: 1.1603, loss: 1.1603, grad_norm: 9.3368 2020-08-06 00:36:27,649 - mmaction - INFO - Epoch [92][700/3757] lr: 1.000e-04, eta: 17:57:04, time: 1.924, data_time: 0.016, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1645, loss: 1.1645, grad_norm: 9.2215 2020-08-06 00:37:06,951 - mmaction - INFO - Epoch [92][720/3757] lr: 1.000e-04, eta: 17:56:25, time: 1.973, data_time: 0.011, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1381, loss: 1.1381, grad_norm: 9.2329 2020-08-06 00:37:45,473 - mmaction - INFO - Epoch [92][740/3757] lr: 1.000e-04, eta: 17:55:46, time: 1.920, data_time: 0.008, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1322, loss: 1.1322, grad_norm: 9.3420 2020-08-06 00:38:26,273 - mmaction - INFO - Epoch [92][760/3757] lr: 1.000e-04, eta: 17:55:08, time: 2.046, data_time: 0.112, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.1764, loss: 1.1764, grad_norm: 9.3814 2020-08-06 00:39:04,313 - mmaction - INFO - Epoch [92][780/3757] lr: 1.000e-04, eta: 17:54:28, time: 1.900, data_time: 0.022, memory: 5166, top1_acc: 0.7461, top5_acc: 0.8930, loss_cls: 1.0593, loss: 1.0593, grad_norm: 8.8649 2020-08-06 00:39:43,015 - mmaction - INFO - Epoch [92][800/3757] lr: 1.000e-04, eta: 17:53:49, time: 1.936, data_time: 0.004, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8836, loss_cls: 1.1678, loss: 1.1678, grad_norm: 9.4364 2020-08-06 00:40:23,579 - mmaction - INFO - Epoch [92][820/3757] lr: 1.000e-04, eta: 17:53:10, time: 2.023, data_time: 0.009, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8914, loss_cls: 1.1196, loss: 1.1196, grad_norm: 8.9742 2020-08-06 00:41:03,728 - mmaction - INFO - Epoch [92][840/3757] lr: 1.000e-04, eta: 17:52:32, time: 2.012, data_time: 0.010, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8945, loss_cls: 1.1356, loss: 1.1356, grad_norm: 9.2661 2020-08-06 00:41:40,120 - mmaction - INFO - Epoch [92][860/3757] lr: 1.000e-04, eta: 17:51:52, time: 1.813, data_time: 0.068, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8703, loss_cls: 1.1808, loss: 1.1808, grad_norm: 9.2925 2020-08-06 00:42:19,848 - mmaction - INFO - Epoch [92][880/3757] lr: 1.000e-04, eta: 17:51:13, time: 1.983, data_time: 0.863, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1398, loss: 1.1398, grad_norm: 9.2087 2020-08-06 00:43:00,780 - mmaction - INFO - Epoch [92][900/3757] lr: 1.000e-04, eta: 17:50:35, time: 2.056, data_time: 1.207, memory: 5166, top1_acc: 0.7320, top5_acc: 0.9000, loss_cls: 1.0674, loss: 1.0674, grad_norm: 9.0224 2020-08-06 00:43:40,521 - mmaction - INFO - Epoch [92][920/3757] lr: 1.000e-04, eta: 17:49:56, time: 1.981, data_time: 1.194, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.1641, loss: 1.1641, grad_norm: 9.4254 2020-08-06 00:44:20,529 - mmaction - INFO - Epoch [92][940/3757] lr: 1.000e-04, eta: 17:49:17, time: 2.008, data_time: 0.577, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8922, loss_cls: 1.1197, loss: 1.1197, grad_norm: 9.0901 2020-08-06 00:44:58,721 - mmaction - INFO - Epoch [92][960/3757] lr: 1.000e-04, eta: 17:48:38, time: 1.899, data_time: 1.229, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8977, loss_cls: 1.0796, loss: 1.0796, grad_norm: 9.2393 2020-08-06 00:45:35,621 - mmaction - INFO - Epoch [92][980/3757] lr: 1.000e-04, eta: 17:47:58, time: 1.854, data_time: 1.056, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8875, loss_cls: 1.0890, loss: 1.0890, grad_norm: 9.0012 2020-08-06 00:46:17,501 - mmaction - INFO - Epoch [92][1000/3757] lr: 1.000e-04, eta: 17:47:20, time: 2.086, data_time: 0.433, memory: 5166, top1_acc: 0.7258, top5_acc: 0.9008, loss_cls: 1.0916, loss: 1.0916, grad_norm: 9.0991 2020-08-06 00:47:00,295 - mmaction - INFO - Epoch [92][1020/3757] lr: 1.000e-04, eta: 17:46:41, time: 2.147, data_time: 0.616, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.2094, loss: 1.2094, grad_norm: 9.2537 2020-08-06 00:47:34,587 - mmaction - INFO - Epoch [92][1040/3757] lr: 1.000e-04, eta: 17:46:01, time: 1.709, data_time: 0.196, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1232, loss: 1.1232, grad_norm: 9.2607 2020-08-06 00:48:16,540 - mmaction - INFO - Epoch [92][1060/3757] lr: 1.000e-04, eta: 17:45:23, time: 2.105, data_time: 0.010, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8695, loss_cls: 1.1850, loss: 1.1850, grad_norm: 9.0199 2020-08-06 00:49:02,237 - mmaction - INFO - Epoch [92][1080/3757] lr: 1.000e-04, eta: 17:44:45, time: 2.281, data_time: 0.073, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1730, loss: 1.1730, grad_norm: 9.6356 2020-08-06 00:49:40,999 - mmaction - INFO - Epoch [92][1100/3757] lr: 1.000e-04, eta: 17:44:06, time: 1.941, data_time: 0.006, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1368, loss: 1.1368, grad_norm: 9.3136 2020-08-06 00:50:18,417 - mmaction - INFO - Epoch [92][1120/3757] lr: 1.000e-04, eta: 17:43:27, time: 1.869, data_time: 0.009, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8969, loss_cls: 1.1555, loss: 1.1555, grad_norm: 9.3587 2020-08-06 00:50:57,610 - mmaction - INFO - Epoch [92][1140/3757] lr: 1.000e-04, eta: 17:42:48, time: 1.963, data_time: 0.095, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1700, loss: 1.1700, grad_norm: 9.5923 2020-08-06 00:51:37,043 - mmaction - INFO - Epoch [92][1160/3757] lr: 1.000e-04, eta: 17:42:09, time: 1.967, data_time: 0.228, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8883, loss_cls: 1.1430, loss: 1.1430, grad_norm: 9.2344 2020-08-06 00:52:16,843 - mmaction - INFO - Epoch [92][1180/3757] lr: 1.000e-04, eta: 17:41:30, time: 1.994, data_time: 0.016, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8922, loss_cls: 1.1512, loss: 1.1512, grad_norm: 9.5098 2020-08-06 00:52:54,625 - mmaction - INFO - Epoch [92][1200/3757] lr: 1.000e-04, eta: 17:40:51, time: 1.889, data_time: 0.047, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8969, loss_cls: 1.1370, loss: 1.1370, grad_norm: 9.2364 2020-08-06 00:53:36,851 - mmaction - INFO - Epoch [92][1220/3757] lr: 1.000e-04, eta: 17:40:12, time: 2.102, data_time: 0.207, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1534, loss: 1.1534, grad_norm: 9.3618 2020-08-06 00:54:15,665 - mmaction - INFO - Epoch [92][1240/3757] lr: 1.000e-04, eta: 17:39:33, time: 1.949, data_time: 0.012, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1632, loss: 1.1632, grad_norm: 9.3019 2020-08-06 00:54:56,939 - mmaction - INFO - Epoch [92][1260/3757] lr: 1.000e-04, eta: 17:38:54, time: 2.058, data_time: 0.013, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8703, loss_cls: 1.1895, loss: 1.1895, grad_norm: 9.3193 2020-08-06 00:55:34,656 - mmaction - INFO - Epoch [92][1280/3757] lr: 1.000e-04, eta: 17:38:15, time: 1.891, data_time: 0.008, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.1611, loss: 1.1611, grad_norm: 9.5009 2020-08-06 00:56:12,570 - mmaction - INFO - Epoch [92][1300/3757] lr: 1.000e-04, eta: 17:37:36, time: 1.888, data_time: 0.009, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8852, loss_cls: 1.1621, loss: 1.1621, grad_norm: 9.2739 2020-08-06 00:56:50,174 - mmaction - INFO - Epoch [92][1320/3757] lr: 1.000e-04, eta: 17:36:57, time: 1.889, data_time: 0.011, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8797, loss_cls: 1.1330, loss: 1.1330, grad_norm: 9.2870 2020-08-06 00:57:32,325 - mmaction - INFO - Epoch [92][1340/3757] lr: 1.000e-04, eta: 17:36:18, time: 2.103, data_time: 0.008, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8977, loss_cls: 1.1017, loss: 1.1017, grad_norm: 8.9882 2020-08-06 00:58:10,253 - mmaction - INFO - Epoch [92][1360/3757] lr: 1.000e-04, eta: 17:35:39, time: 1.901, data_time: 0.009, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1544, loss: 1.1544, grad_norm: 9.4412 2020-08-06 00:58:51,244 - mmaction - INFO - Epoch [92][1380/3757] lr: 1.000e-04, eta: 17:35:00, time: 2.042, data_time: 0.007, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8867, loss_cls: 1.1245, loss: 1.1245, grad_norm: 9.2589 2020-08-06 00:59:33,370 - mmaction - INFO - Epoch [92][1400/3757] lr: 1.000e-04, eta: 17:34:22, time: 2.114, data_time: 0.010, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8906, loss_cls: 1.0943, loss: 1.0943, grad_norm: 9.0772 2020-08-06 01:00:16,182 - mmaction - INFO - Epoch [92][1420/3757] lr: 1.000e-04, eta: 17:33:43, time: 2.103, data_time: 0.007, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8797, loss_cls: 1.1584, loss: 1.1584, grad_norm: 9.3000 2020-08-06 01:00:50,378 - mmaction - INFO - Epoch [92][1440/3757] lr: 1.000e-04, eta: 17:33:03, time: 1.746, data_time: 0.661, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.1819, loss: 1.1819, grad_norm: 9.5018 2020-08-06 01:01:31,955 - mmaction - INFO - Epoch [92][1460/3757] lr: 1.000e-04, eta: 17:32:25, time: 2.071, data_time: 0.710, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8859, loss_cls: 1.1010, loss: 1.1010, grad_norm: 8.9800 2020-08-06 01:02:11,803 - mmaction - INFO - Epoch [92][1480/3757] lr: 1.000e-04, eta: 17:31:46, time: 1.999, data_time: 0.018, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.1507, loss: 1.1507, grad_norm: 9.2269 2020-08-06 01:02:48,412 - mmaction - INFO - Epoch [92][1500/3757] lr: 1.000e-04, eta: 17:31:06, time: 1.824, data_time: 0.010, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1440, loss: 1.1440, grad_norm: 9.2940 2020-08-06 01:03:32,031 - mmaction - INFO - Epoch [92][1520/3757] lr: 1.000e-04, eta: 17:30:28, time: 2.188, data_time: 0.011, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8875, loss_cls: 1.1540, loss: 1.1540, grad_norm: 9.4205 2020-08-06 01:04:11,446 - mmaction - INFO - Epoch [92][1540/3757] lr: 1.000e-04, eta: 17:29:49, time: 1.971, data_time: 0.003, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8914, loss_cls: 1.1308, loss: 1.1308, grad_norm: 9.1682 2020-08-06 01:04:49,183 - mmaction - INFO - Epoch [92][1560/3757] lr: 1.000e-04, eta: 17:29:10, time: 1.887, data_time: 0.008, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8891, loss_cls: 1.1423, loss: 1.1423, grad_norm: 9.3034 2020-08-06 01:05:28,065 - mmaction - INFO - Epoch [92][1580/3757] lr: 1.000e-04, eta: 17:28:31, time: 1.940, data_time: 0.002, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2151, loss: 1.2151, grad_norm: 9.4018 2020-08-06 01:06:08,043 - mmaction - INFO - Epoch [92][1600/3757] lr: 1.000e-04, eta: 17:27:52, time: 2.002, data_time: 0.008, memory: 5166, top1_acc: 0.7453, top5_acc: 0.8984, loss_cls: 1.0896, loss: 1.0896, grad_norm: 9.1108 2020-08-06 01:06:45,766 - mmaction - INFO - Epoch [92][1620/3757] lr: 1.000e-04, eta: 17:27:13, time: 1.882, data_time: 0.262, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8781, loss_cls: 1.2059, loss: 1.2059, grad_norm: 9.5077 2020-08-06 01:07:23,676 - mmaction - INFO - Epoch [92][1640/3757] lr: 1.000e-04, eta: 17:26:34, time: 1.900, data_time: 1.207, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8883, loss_cls: 1.1271, loss: 1.1271, grad_norm: 9.0942 2020-08-06 01:08:04,944 - mmaction - INFO - Epoch [92][1660/3757] lr: 1.000e-04, eta: 17:25:55, time: 2.055, data_time: 0.683, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8750, loss_cls: 1.2114, loss: 1.2114, grad_norm: 9.2135 2020-08-06 01:08:44,614 - mmaction - INFO - Epoch [92][1680/3757] lr: 1.000e-04, eta: 17:25:16, time: 1.993, data_time: 0.011, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8930, loss_cls: 1.0811, loss: 1.0811, grad_norm: 9.0433 2020-08-06 01:09:22,235 - mmaction - INFO - Epoch [92][1700/3757] lr: 1.000e-04, eta: 17:24:37, time: 1.877, data_time: 0.007, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1381, loss: 1.1381, grad_norm: 9.2767 2020-08-06 01:10:03,394 - mmaction - INFO - Epoch [92][1720/3757] lr: 1.000e-04, eta: 17:23:58, time: 2.060, data_time: 0.008, memory: 5166, top1_acc: 0.7383, top5_acc: 0.9016, loss_cls: 1.0717, loss: 1.0717, grad_norm: 9.0545 2020-08-06 01:10:39,057 - mmaction - INFO - Epoch [92][1740/3757] lr: 1.000e-04, eta: 17:23:18, time: 1.785, data_time: 0.082, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8875, loss_cls: 1.0835, loss: 1.0835, grad_norm: 8.9528 2020-08-06 01:11:17,815 - mmaction - INFO - Epoch [92][1760/3757] lr: 1.000e-04, eta: 17:22:39, time: 1.935, data_time: 0.239, memory: 5166, top1_acc: 0.7328, top5_acc: 0.9016, loss_cls: 1.0726, loss: 1.0726, grad_norm: 8.9724 2020-08-06 01:12:00,148 - mmaction - INFO - Epoch [92][1780/3757] lr: 1.000e-04, eta: 17:22:01, time: 2.118, data_time: 0.008, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8766, loss_cls: 1.2115, loss: 1.2115, grad_norm: 9.4811 2020-08-06 01:12:35,663 - mmaction - INFO - Epoch [92][1800/3757] lr: 1.000e-04, eta: 17:21:21, time: 1.775, data_time: 0.081, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8914, loss_cls: 1.1431, loss: 1.1431, grad_norm: 9.0523 2020-08-06 01:13:14,729 - mmaction - INFO - Epoch [92][1820/3757] lr: 1.000e-04, eta: 17:20:42, time: 1.955, data_time: 0.004, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1212, loss: 1.1212, grad_norm: 9.3635 2020-08-06 01:13:55,369 - mmaction - INFO - Epoch [92][1840/3757] lr: 1.000e-04, eta: 17:20:03, time: 2.024, data_time: 0.008, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.1983, loss: 1.1983, grad_norm: 9.3596 2020-08-06 01:14:33,879 - mmaction - INFO - Epoch [92][1860/3757] lr: 1.000e-04, eta: 17:19:24, time: 1.934, data_time: 0.016, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8859, loss_cls: 1.1733, loss: 1.1733, grad_norm: 9.6144 2020-08-06 01:15:12,764 - mmaction - INFO - Epoch [92][1880/3757] lr: 1.000e-04, eta: 17:18:45, time: 1.939, data_time: 0.078, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8852, loss_cls: 1.1311, loss: 1.1311, grad_norm: 9.4162 2020-08-06 01:15:54,347 - mmaction - INFO - Epoch [92][1900/3757] lr: 1.000e-04, eta: 17:18:07, time: 2.084, data_time: 0.106, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0529, loss: 1.0529, grad_norm: 8.8538 2020-08-06 01:16:32,104 - mmaction - INFO - Epoch [92][1920/3757] lr: 1.000e-04, eta: 17:17:27, time: 1.887, data_time: 0.011, memory: 5166, top1_acc: 0.7477, top5_acc: 0.9102, loss_cls: 1.0247, loss: 1.0247, grad_norm: 8.9549 2020-08-06 01:17:08,760 - mmaction - INFO - Epoch [92][1940/3757] lr: 1.000e-04, eta: 17:16:48, time: 1.831, data_time: 0.061, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8906, loss_cls: 1.1176, loss: 1.1176, grad_norm: 9.1670 2020-08-06 01:17:47,011 - mmaction - INFO - Epoch [92][1960/3757] lr: 1.000e-04, eta: 17:16:09, time: 1.907, data_time: 0.108, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8883, loss_cls: 1.1139, loss: 1.1139, grad_norm: 9.1613 2020-08-06 01:18:24,754 - mmaction - INFO - Epoch [92][1980/3757] lr: 1.000e-04, eta: 17:15:30, time: 1.895, data_time: 0.011, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8906, loss_cls: 1.2108, loss: 1.2108, grad_norm: 9.8292 2020-08-06 01:19:05,053 - mmaction - INFO - Epoch [92][2000/3757] lr: 1.000e-04, eta: 17:14:51, time: 2.005, data_time: 0.007, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.0970, loss: 1.0970, grad_norm: 9.0562 2020-08-06 01:19:41,466 - mmaction - INFO - Epoch [92][2020/3757] lr: 1.000e-04, eta: 17:14:11, time: 1.829, data_time: 0.012, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1864, loss: 1.1864, grad_norm: 9.3561 2020-08-06 01:20:19,415 - mmaction - INFO - Epoch [92][2040/3757] lr: 1.000e-04, eta: 17:13:32, time: 1.893, data_time: 0.010, memory: 5166, top1_acc: 0.7266, top5_acc: 0.9016, loss_cls: 1.1200, loss: 1.1200, grad_norm: 9.2090 2020-08-06 01:20:57,609 - mmaction - INFO - Epoch [92][2060/3757] lr: 1.000e-04, eta: 17:12:53, time: 1.914, data_time: 0.009, memory: 5166, top1_acc: 0.7398, top5_acc: 0.8859, loss_cls: 1.1045, loss: 1.1045, grad_norm: 9.0963 2020-08-06 01:21:37,636 - mmaction - INFO - Epoch [92][2080/3757] lr: 1.000e-04, eta: 17:12:14, time: 2.001, data_time: 0.008, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8867, loss_cls: 1.1999, loss: 1.1999, grad_norm: 9.6963 2020-08-06 01:22:19,129 - mmaction - INFO - Epoch [92][2100/3757] lr: 1.000e-04, eta: 17:11:35, time: 2.066, data_time: 0.004, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8773, loss_cls: 1.1293, loss: 1.1293, grad_norm: 9.1967 2020-08-06 01:22:58,122 - mmaction - INFO - Epoch [92][2120/3757] lr: 1.000e-04, eta: 17:10:56, time: 1.958, data_time: 0.012, memory: 5166, top1_acc: 0.7391, top5_acc: 0.8992, loss_cls: 1.0938, loss: 1.0938, grad_norm: 9.1837 2020-08-06 01:23:37,723 - mmaction - INFO - Epoch [92][2140/3757] lr: 1.000e-04, eta: 17:10:17, time: 1.972, data_time: 0.008, memory: 5166, top1_acc: 0.7438, top5_acc: 0.8969, loss_cls: 1.0753, loss: 1.0753, grad_norm: 8.7913 2020-08-06 01:24:16,614 - mmaction - INFO - Epoch [92][2160/3757] lr: 1.000e-04, eta: 17:09:38, time: 1.953, data_time: 0.011, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8914, loss_cls: 1.1012, loss: 1.1012, grad_norm: 8.9207 2020-08-06 01:24:55,105 - mmaction - INFO - Epoch [92][2180/3757] lr: 1.000e-04, eta: 17:08:59, time: 1.918, data_time: 0.007, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8773, loss_cls: 1.2044, loss: 1.2044, grad_norm: 9.4601 2020-08-06 01:25:32,843 - mmaction - INFO - Epoch [92][2200/3757] lr: 1.000e-04, eta: 17:08:20, time: 1.892, data_time: 0.009, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8891, loss_cls: 1.1253, loss: 1.1253, grad_norm: 8.9932 2020-08-06 01:26:14,135 - mmaction - INFO - Epoch [92][2220/3757] lr: 1.000e-04, eta: 17:07:41, time: 2.058, data_time: 0.027, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8820, loss_cls: 1.1908, loss: 1.1908, grad_norm: 9.4662 2020-08-06 01:26:53,180 - mmaction - INFO - Epoch [92][2240/3757] lr: 1.000e-04, eta: 17:07:02, time: 1.958, data_time: 0.021, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.2084, loss: 1.2084, grad_norm: 9.5855 2020-08-06 01:27:31,491 - mmaction - INFO - Epoch [92][2260/3757] lr: 1.000e-04, eta: 17:06:23, time: 1.910, data_time: 0.012, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8859, loss_cls: 1.1724, loss: 1.1724, grad_norm: 9.4604 2020-08-06 01:28:12,755 - mmaction - INFO - Epoch [92][2280/3757] lr: 1.000e-04, eta: 17:05:44, time: 2.070, data_time: 0.010, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1564, loss: 1.1564, grad_norm: 9.2613 2020-08-06 01:28:53,439 - mmaction - INFO - Epoch [92][2300/3757] lr: 1.000e-04, eta: 17:05:06, time: 2.032, data_time: 0.027, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.1480, loss: 1.1480, grad_norm: 9.1145 2020-08-06 01:29:28,365 - mmaction - INFO - Epoch [92][2320/3757] lr: 1.000e-04, eta: 17:04:26, time: 1.748, data_time: 1.119, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1768, loss: 1.1768, grad_norm: 9.2835 2020-08-06 01:30:11,016 - mmaction - INFO - Epoch [92][2340/3757] lr: 1.000e-04, eta: 17:03:48, time: 2.131, data_time: 0.779, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.1031, loss: 1.1031, grad_norm: 9.2466 2020-08-06 01:30:50,301 - mmaction - INFO - Epoch [92][2360/3757] lr: 1.000e-04, eta: 17:03:09, time: 1.964, data_time: 1.183, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8773, loss_cls: 1.2076, loss: 1.2076, grad_norm: 9.3139 2020-08-06 01:31:31,184 - mmaction - INFO - Epoch [92][2380/3757] lr: 1.000e-04, eta: 17:02:30, time: 2.042, data_time: 1.435, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8750, loss_cls: 1.2279, loss: 1.2279, grad_norm: 9.3867 2020-08-06 01:32:08,607 - mmaction - INFO - Epoch [92][2400/3757] lr: 1.000e-04, eta: 17:01:51, time: 1.873, data_time: 1.315, memory: 5166, top1_acc: 0.7477, top5_acc: 0.9047, loss_cls: 1.0368, loss: 1.0368, grad_norm: 8.9677 2020-08-06 01:32:48,978 - mmaction - INFO - Epoch [92][2420/3757] lr: 1.000e-04, eta: 17:01:12, time: 2.011, data_time: 0.836, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1806, loss: 1.1806, grad_norm: 9.3660 2020-08-06 01:33:27,397 - mmaction - INFO - Epoch [92][2440/3757] lr: 1.000e-04, eta: 17:00:33, time: 1.930, data_time: 0.755, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1381, loss: 1.1381, grad_norm: 9.4434 2020-08-06 01:34:07,906 - mmaction - INFO - Epoch [92][2460/3757] lr: 1.000e-04, eta: 16:59:54, time: 2.026, data_time: 1.254, memory: 5166, top1_acc: 0.7375, top5_acc: 0.8906, loss_cls: 1.1142, loss: 1.1142, grad_norm: 9.1016 2020-08-06 01:34:50,040 - mmaction - INFO - Epoch [92][2480/3757] lr: 1.000e-04, eta: 16:59:15, time: 2.102, data_time: 0.258, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2094, loss: 1.2094, grad_norm: 9.3723 2020-08-06 01:35:29,973 - mmaction - INFO - Epoch [92][2500/3757] lr: 1.000e-04, eta: 16:58:36, time: 1.996, data_time: 0.016, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1410, loss: 1.1410, grad_norm: 9.2266 2020-08-06 01:36:07,370 - mmaction - INFO - Epoch [92][2520/3757] lr: 1.000e-04, eta: 16:57:57, time: 1.874, data_time: 0.008, memory: 5166, top1_acc: 0.7391, top5_acc: 0.8875, loss_cls: 1.1050, loss: 1.1050, grad_norm: 9.0333 2020-08-06 01:36:49,915 - mmaction - INFO - Epoch [92][2540/3757] lr: 1.000e-04, eta: 16:57:19, time: 2.129, data_time: 0.009, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8633, loss_cls: 1.2393, loss: 1.2393, grad_norm: 9.4071 2020-08-06 01:37:26,143 - mmaction - INFO - Epoch [92][2560/3757] lr: 1.000e-04, eta: 16:56:39, time: 1.808, data_time: 0.002, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8930, loss_cls: 1.0519, loss: 1.0519, grad_norm: 9.1641 2020-08-06 01:38:06,597 - mmaction - INFO - Epoch [92][2580/3757] lr: 1.000e-04, eta: 16:56:00, time: 2.021, data_time: 0.105, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8742, loss_cls: 1.2175, loss: 1.2175, grad_norm: 9.8644 2020-08-06 01:38:45,622 - mmaction - INFO - Epoch [92][2600/3757] lr: 1.000e-04, eta: 16:55:21, time: 1.956, data_time: 0.007, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8734, loss_cls: 1.2151, loss: 1.2151, grad_norm: 9.7294 2020-08-06 01:39:24,027 - mmaction - INFO - Epoch [92][2620/3757] lr: 1.000e-04, eta: 16:54:42, time: 1.916, data_time: 0.017, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8984, loss_cls: 1.0857, loss: 1.0857, grad_norm: 9.1239 2020-08-06 01:40:01,703 - mmaction - INFO - Epoch [92][2640/3757] lr: 1.000e-04, eta: 16:54:03, time: 1.888, data_time: 0.321, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8789, loss_cls: 1.1871, loss: 1.1871, grad_norm: 9.4324 2020-08-06 01:40:39,983 - mmaction - INFO - Epoch [92][2660/3757] lr: 1.000e-04, eta: 16:53:24, time: 1.911, data_time: 0.050, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.0995, loss: 1.0995, grad_norm: 9.0913 2020-08-06 01:41:19,011 - mmaction - INFO - Epoch [92][2680/3757] lr: 1.000e-04, eta: 16:52:45, time: 1.955, data_time: 0.016, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.1669, loss: 1.1669, grad_norm: 9.5129 2020-08-06 01:41:59,753 - mmaction - INFO - Epoch [92][2700/3757] lr: 1.000e-04, eta: 16:52:06, time: 2.036, data_time: 0.008, memory: 5166, top1_acc: 0.7289, top5_acc: 0.9094, loss_cls: 1.0772, loss: 1.0772, grad_norm: 9.3157 2020-08-06 01:42:38,896 - mmaction - INFO - Epoch [92][2720/3757] lr: 1.000e-04, eta: 16:51:27, time: 1.948, data_time: 0.067, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.2260, loss: 1.2260, grad_norm: 9.4608 2020-08-06 01:43:18,531 - mmaction - INFO - Epoch [92][2740/3757] lr: 1.000e-04, eta: 16:50:48, time: 1.991, data_time: 0.013, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1539, loss: 1.1539, grad_norm: 9.2910 2020-08-06 01:43:55,418 - mmaction - INFO - Epoch [92][2760/3757] lr: 1.000e-04, eta: 16:50:09, time: 1.844, data_time: 0.009, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.2254, loss: 1.2254, grad_norm: 9.8859 2020-08-06 01:44:34,739 - mmaction - INFO - Epoch [92][2780/3757] lr: 1.000e-04, eta: 16:49:30, time: 1.968, data_time: 0.009, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8898, loss_cls: 1.1463, loss: 1.1463, grad_norm: 9.5360 2020-08-06 01:45:14,520 - mmaction - INFO - Epoch [92][2800/3757] lr: 1.000e-04, eta: 16:48:51, time: 1.989, data_time: 0.245, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8953, loss_cls: 1.0910, loss: 1.0910, grad_norm: 9.3037 2020-08-06 01:45:53,445 - mmaction - INFO - Epoch [92][2820/3757] lr: 1.000e-04, eta: 16:48:12, time: 1.945, data_time: 0.544, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.1752, loss: 1.1752, grad_norm: 9.4140 2020-08-06 01:46:31,353 - mmaction - INFO - Epoch [92][2840/3757] lr: 1.000e-04, eta: 16:47:32, time: 1.889, data_time: 0.138, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8859, loss_cls: 1.1653, loss: 1.1653, grad_norm: 9.3052 2020-08-06 01:47:13,232 - mmaction - INFO - Epoch [92][2860/3757] lr: 1.000e-04, eta: 16:46:54, time: 2.102, data_time: 0.011, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8852, loss_cls: 1.1486, loss: 1.1486, grad_norm: 9.1592 2020-08-06 01:47:53,227 - mmaction - INFO - Epoch [92][2880/3757] lr: 1.000e-04, eta: 16:46:15, time: 1.997, data_time: 0.007, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2048, loss: 1.2048, grad_norm: 9.5474 2020-08-06 01:48:32,270 - mmaction - INFO - Epoch [92][2900/3757] lr: 1.000e-04, eta: 16:45:36, time: 1.954, data_time: 0.005, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8914, loss_cls: 1.1308, loss: 1.1308, grad_norm: 9.0366 2020-08-06 01:49:11,032 - mmaction - INFO - Epoch [92][2920/3757] lr: 1.000e-04, eta: 16:44:57, time: 1.934, data_time: 0.007, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8820, loss_cls: 1.1453, loss: 1.1453, grad_norm: 9.4217 2020-08-06 01:49:51,925 - mmaction - INFO - Epoch [92][2940/3757] lr: 1.000e-04, eta: 16:44:18, time: 2.049, data_time: 0.007, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0893, loss: 1.0893, grad_norm: 9.3035 2020-08-06 01:50:31,709 - mmaction - INFO - Epoch [92][2960/3757] lr: 1.000e-04, eta: 16:43:39, time: 1.980, data_time: 0.009, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8867, loss_cls: 1.1089, loss: 1.1089, grad_norm: 9.0954 2020-08-06 01:51:09,179 - mmaction - INFO - Epoch [92][2980/3757] lr: 1.000e-04, eta: 16:43:00, time: 1.883, data_time: 0.012, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1647, loss: 1.1647, grad_norm: 9.5824 2020-08-06 01:51:48,481 - mmaction - INFO - Epoch [92][3000/3757] lr: 1.000e-04, eta: 16:42:21, time: 1.957, data_time: 0.008, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8852, loss_cls: 1.1169, loss: 1.1169, grad_norm: 9.2572 2020-08-06 01:52:26,352 - mmaction - INFO - Epoch [92][3020/3757] lr: 1.000e-04, eta: 16:41:42, time: 1.898, data_time: 0.010, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.1029, loss: 1.1029, grad_norm: 9.1977 2020-08-06 01:53:05,864 - mmaction - INFO - Epoch [92][3040/3757] lr: 1.000e-04, eta: 16:41:03, time: 1.979, data_time: 0.008, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1281, loss: 1.1281, grad_norm: 9.2796 2020-08-06 01:53:45,622 - mmaction - INFO - Epoch [92][3060/3757] lr: 1.000e-04, eta: 16:40:24, time: 1.983, data_time: 0.010, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2394, loss: 1.2394, grad_norm: 9.7777 2020-08-06 01:54:23,215 - mmaction - INFO - Epoch [92][3080/3757] lr: 1.000e-04, eta: 16:39:45, time: 1.883, data_time: 0.007, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8797, loss_cls: 1.1668, loss: 1.1668, grad_norm: 9.3089 2020-08-06 01:55:00,743 - mmaction - INFO - Epoch [92][3100/3757] lr: 1.000e-04, eta: 16:39:05, time: 1.871, data_time: 0.181, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8938, loss_cls: 1.1342, loss: 1.1342, grad_norm: 9.2210 2020-08-06 01:55:42,814 - mmaction - INFO - Epoch [92][3120/3757] lr: 1.000e-04, eta: 16:38:27, time: 2.110, data_time: 0.010, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8828, loss_cls: 1.2051, loss: 1.2051, grad_norm: 9.3756 2020-08-06 01:56:20,724 - mmaction - INFO - Epoch [92][3140/3757] lr: 1.000e-04, eta: 16:37:47, time: 1.888, data_time: 0.010, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.1844, loss: 1.1844, grad_norm: 8.9759 2020-08-06 01:56:59,198 - mmaction - INFO - Epoch [92][3160/3757] lr: 1.000e-04, eta: 16:37:08, time: 1.930, data_time: 0.027, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8617, loss_cls: 1.2624, loss: 1.2624, grad_norm: 9.2835 2020-08-06 01:57:40,023 - mmaction - INFO - Epoch [92][3180/3757] lr: 1.000e-04, eta: 16:36:30, time: 2.040, data_time: 0.019, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8875, loss_cls: 1.1185, loss: 1.1185, grad_norm: 9.0217 2020-08-06 01:58:18,963 - mmaction - INFO - Epoch [92][3200/3757] lr: 1.000e-04, eta: 16:35:51, time: 1.945, data_time: 0.004, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8797, loss_cls: 1.2220, loss: 1.2220, grad_norm: 9.5536 2020-08-06 01:58:53,333 - mmaction - INFO - Epoch [92][3220/3757] lr: 1.000e-04, eta: 16:35:11, time: 1.722, data_time: 0.011, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.2153, loss: 1.2153, grad_norm: 9.4014 2020-08-06 01:59:31,253 - mmaction - INFO - Epoch [92][3240/3757] lr: 1.000e-04, eta: 16:34:32, time: 1.897, data_time: 0.008, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8875, loss_cls: 1.1378, loss: 1.1378, grad_norm: 9.2971 2020-08-06 02:00:12,962 - mmaction - INFO - Epoch [92][3260/3757] lr: 1.000e-04, eta: 16:33:53, time: 2.071, data_time: 0.004, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8891, loss_cls: 1.2025, loss: 1.2025, grad_norm: 9.7820 2020-08-06 02:00:55,290 - mmaction - INFO - Epoch [92][3280/3757] lr: 1.000e-04, eta: 16:33:14, time: 2.128, data_time: 0.030, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8797, loss_cls: 1.1791, loss: 1.1791, grad_norm: 9.2315 2020-08-06 02:01:34,606 - mmaction - INFO - Epoch [92][3300/3757] lr: 1.000e-04, eta: 16:32:35, time: 1.960, data_time: 0.015, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.2180, loss: 1.2180, grad_norm: 9.6733 2020-08-06 02:02:13,870 - mmaction - INFO - Epoch [92][3320/3757] lr: 1.000e-04, eta: 16:31:56, time: 1.969, data_time: 0.012, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8742, loss_cls: 1.1692, loss: 1.1692, grad_norm: 9.2952 2020-08-06 02:02:51,952 - mmaction - INFO - Epoch [92][3340/3757] lr: 1.000e-04, eta: 16:31:17, time: 1.902, data_time: 0.009, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8906, loss_cls: 1.1686, loss: 1.1686, grad_norm: 9.5841 2020-08-06 02:03:29,134 - mmaction - INFO - Epoch [92][3360/3757] lr: 1.000e-04, eta: 16:30:38, time: 1.862, data_time: 0.009, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1532, loss: 1.1532, grad_norm: 9.3720 2020-08-06 02:04:12,448 - mmaction - INFO - Epoch [92][3380/3757] lr: 1.000e-04, eta: 16:30:00, time: 2.167, data_time: 0.004, memory: 5166, top1_acc: 0.6906, top5_acc: 0.8781, loss_cls: 1.1996, loss: 1.1996, grad_norm: 9.3888 2020-08-06 02:04:53,148 - mmaction - INFO - Epoch [92][3400/3757] lr: 1.000e-04, eta: 16:29:21, time: 2.027, data_time: 0.008, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.1860, loss: 1.1860, grad_norm: 9.0431 2020-08-06 02:05:34,099 - mmaction - INFO - Epoch [92][3420/3757] lr: 1.000e-04, eta: 16:28:42, time: 2.054, data_time: 0.011, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1643, loss: 1.1643, grad_norm: 9.2866 2020-08-06 02:06:14,435 - mmaction - INFO - Epoch [92][3440/3757] lr: 1.000e-04, eta: 16:28:03, time: 2.018, data_time: 0.012, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1957, loss: 1.1957, grad_norm: 9.4791 2020-08-06 02:06:53,771 - mmaction - INFO - Epoch [92][3460/3757] lr: 1.000e-04, eta: 16:27:24, time: 1.967, data_time: 0.030, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.1932, loss: 1.1932, grad_norm: 9.4396 2020-08-06 02:07:34,244 - mmaction - INFO - Epoch [92][3480/3757] lr: 1.000e-04, eta: 16:26:46, time: 2.018, data_time: 0.009, memory: 5166, top1_acc: 0.7461, top5_acc: 0.9039, loss_cls: 1.1078, loss: 1.1078, grad_norm: 9.2563 2020-08-06 02:08:10,835 - mmaction - INFO - Epoch [92][3500/3757] lr: 1.000e-04, eta: 16:26:06, time: 1.835, data_time: 0.036, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.1347, loss: 1.1347, grad_norm: 9.5466 2020-08-06 02:08:52,561 - mmaction - INFO - Epoch [92][3520/3757] lr: 1.000e-04, eta: 16:25:27, time: 2.087, data_time: 0.014, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8766, loss_cls: 1.2224, loss: 1.2224, grad_norm: 9.7324 2020-08-06 02:09:30,547 - mmaction - INFO - Epoch [92][3540/3757] lr: 1.000e-04, eta: 16:24:48, time: 1.898, data_time: 0.003, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8930, loss_cls: 1.1033, loss: 1.1033, grad_norm: 9.2047 2020-08-06 02:10:10,352 - mmaction - INFO - Epoch [92][3560/3757] lr: 1.000e-04, eta: 16:24:09, time: 1.991, data_time: 0.009, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8797, loss_cls: 1.1952, loss: 1.1952, grad_norm: 9.5900 2020-08-06 02:10:48,688 - mmaction - INFO - Epoch [92][3580/3757] lr: 1.000e-04, eta: 16:23:30, time: 1.913, data_time: 0.007, memory: 5166, top1_acc: 0.7570, top5_acc: 0.8992, loss_cls: 0.9987, loss: 0.9987, grad_norm: 8.9586 2020-08-06 02:11:26,147 - mmaction - INFO - Epoch [92][3600/3757] lr: 1.000e-04, eta: 16:22:51, time: 1.876, data_time: 0.076, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.1630, loss: 1.1630, grad_norm: 9.3012 2020-08-06 02:12:07,665 - mmaction - INFO - Epoch [92][3620/3757] lr: 1.000e-04, eta: 16:22:12, time: 2.072, data_time: 0.003, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1503, loss: 1.1503, grad_norm: 9.0236 2020-08-06 02:12:43,709 - mmaction - INFO - Epoch [92][3640/3757] lr: 1.000e-04, eta: 16:21:33, time: 1.797, data_time: 0.006, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.1492, loss: 1.1492, grad_norm: 9.1097 2020-08-06 02:13:25,731 - mmaction - INFO - Epoch [92][3660/3757] lr: 1.000e-04, eta: 16:20:54, time: 2.110, data_time: 0.786, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8891, loss_cls: 1.1011, loss: 1.1011, grad_norm: 9.0863 2020-08-06 02:14:02,920 - mmaction - INFO - Epoch [92][3680/3757] lr: 1.000e-04, eta: 16:20:15, time: 1.858, data_time: 0.003, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8969, loss_cls: 1.1349, loss: 1.1349, grad_norm: 9.5046 2020-08-06 02:14:40,975 - mmaction - INFO - Epoch [92][3700/3757] lr: 1.000e-04, eta: 16:19:36, time: 1.904, data_time: 0.009, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8766, loss_cls: 1.2066, loss: 1.2066, grad_norm: 9.5710 2020-08-06 02:15:21,440 - mmaction - INFO - Epoch [92][3720/3757] lr: 1.000e-04, eta: 16:18:57, time: 2.019, data_time: 0.002, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8766, loss_cls: 1.1643, loss: 1.1643, grad_norm: 9.4039 2020-08-06 02:15:59,309 - mmaction - INFO - Epoch [92][3740/3757] lr: 1.000e-04, eta: 16:18:18, time: 1.898, data_time: 0.009, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.2446, loss: 1.2446, grad_norm: 9.8673 2020-08-06 02:16:26,913 - mmaction - INFO - Saving checkpoint at 92 epochs 2020-08-06 02:17:24,491 - mmaction - INFO - Epoch [93][20/3757] lr: 1.000e-04, eta: 16:17:03, time: 2.788, data_time: 1.298, memory: 5166, top1_acc: 0.6836, top5_acc: 0.8906, loss_cls: 1.2008, loss: 1.2008, grad_norm: 9.6352 2020-08-06 02:18:00,510 - mmaction - INFO - Epoch [93][40/3757] lr: 1.000e-04, eta: 16:16:23, time: 1.794, data_time: 0.221, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8805, loss_cls: 1.1663, loss: 1.1663, grad_norm: 9.2896 2020-08-06 02:18:41,224 - mmaction - INFO - Epoch [93][60/3757] lr: 1.000e-04, eta: 16:15:44, time: 2.046, data_time: 0.447, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.1693, loss: 1.1693, grad_norm: 9.2608 2020-08-06 02:19:22,482 - mmaction - INFO - Epoch [93][80/3757] lr: 1.000e-04, eta: 16:15:06, time: 2.055, data_time: 0.070, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8883, loss_cls: 1.1293, loss: 1.1293, grad_norm: 9.3480 2020-08-06 02:20:03,645 - mmaction - INFO - Epoch [93][100/3757] lr: 1.000e-04, eta: 16:14:27, time: 2.066, data_time: 0.087, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8773, loss_cls: 1.2139, loss: 1.2139, grad_norm: 9.8790 2020-08-06 02:20:43,242 - mmaction - INFO - Epoch [93][120/3757] lr: 1.000e-04, eta: 16:13:48, time: 1.979, data_time: 0.003, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8836, loss_cls: 1.1715, loss: 1.1715, grad_norm: 9.0864 2020-08-06 02:21:21,057 - mmaction - INFO - Epoch [93][140/3757] lr: 1.000e-04, eta: 16:13:09, time: 1.890, data_time: 0.009, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8742, loss_cls: 1.1954, loss: 1.1954, grad_norm: 9.5141 2020-08-06 02:22:03,455 - mmaction - INFO - Epoch [93][160/3757] lr: 1.000e-04, eta: 16:12:30, time: 2.112, data_time: 0.010, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8672, loss_cls: 1.2446, loss: 1.2446, grad_norm: 9.5159 2020-08-06 02:22:41,920 - mmaction - INFO - Epoch [93][180/3757] lr: 1.000e-04, eta: 16:11:51, time: 1.928, data_time: 0.017, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.0899, loss: 1.0899, grad_norm: 9.1862 2020-08-06 02:23:19,972 - mmaction - INFO - Epoch [93][200/3757] lr: 1.000e-04, eta: 16:11:12, time: 1.908, data_time: 0.009, memory: 5166, top1_acc: 0.7203, top5_acc: 0.9031, loss_cls: 1.0583, loss: 1.0583, grad_norm: 9.1693 2020-08-06 02:24:01,555 - mmaction - INFO - Epoch [93][220/3757] lr: 1.000e-04, eta: 16:10:33, time: 2.077, data_time: 0.008, memory: 5166, top1_acc: 0.7445, top5_acc: 0.9055, loss_cls: 1.0274, loss: 1.0274, grad_norm: 9.2903 2020-08-06 02:24:41,114 - mmaction - INFO - Epoch [93][240/3757] lr: 1.000e-04, eta: 16:09:55, time: 1.981, data_time: 0.008, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8789, loss_cls: 1.1848, loss: 1.1848, grad_norm: 9.3925 2020-08-06 02:25:19,836 - mmaction - INFO - Epoch [93][260/3757] lr: 1.000e-04, eta: 16:09:15, time: 1.934, data_time: 0.009, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8945, loss_cls: 1.1447, loss: 1.1447, grad_norm: 9.3930 2020-08-06 02:25:59,553 - mmaction - INFO - Epoch [93][280/3757] lr: 1.000e-04, eta: 16:08:37, time: 1.988, data_time: 0.007, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8789, loss_cls: 1.1533, loss: 1.1533, grad_norm: 9.2383 2020-08-06 02:26:39,364 - mmaction - INFO - Epoch [93][300/3757] lr: 1.000e-04, eta: 16:07:58, time: 1.984, data_time: 0.039, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8828, loss_cls: 1.1691, loss: 1.1691, grad_norm: 9.4135 2020-08-06 02:27:22,341 - mmaction - INFO - Epoch [93][320/3757] lr: 1.000e-04, eta: 16:07:19, time: 2.155, data_time: 0.699, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8953, loss_cls: 1.0698, loss: 1.0698, grad_norm: 9.1888 2020-08-06 02:27:57,917 - mmaction - INFO - Epoch [93][340/3757] lr: 1.000e-04, eta: 16:06:40, time: 1.778, data_time: 0.793, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8891, loss_cls: 1.1879, loss: 1.1879, grad_norm: 9.6392 2020-08-06 02:28:40,326 - mmaction - INFO - Epoch [93][360/3757] lr: 1.000e-04, eta: 16:06:01, time: 2.114, data_time: 1.243, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2190, loss: 1.2190, grad_norm: 9.4896 2020-08-06 02:29:21,699 - mmaction - INFO - Epoch [93][380/3757] lr: 1.000e-04, eta: 16:05:22, time: 2.074, data_time: 1.513, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.1138, loss: 1.1138, grad_norm: 9.1678 2020-08-06 02:29:54,777 - mmaction - INFO - Epoch [93][400/3757] lr: 1.000e-04, eta: 16:04:42, time: 1.655, data_time: 0.891, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.1106, loss: 1.1106, grad_norm: 9.3217 2020-08-06 02:30:36,546 - mmaction - INFO - Epoch [93][420/3757] lr: 1.000e-04, eta: 16:04:04, time: 2.089, data_time: 0.371, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1510, loss: 1.1510, grad_norm: 9.0868 2020-08-06 02:31:21,513 - mmaction - INFO - Epoch [93][440/3757] lr: 1.000e-04, eta: 16:03:26, time: 2.241, data_time: 1.396, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8906, loss_cls: 1.1529, loss: 1.1529, grad_norm: 9.2618 2020-08-06 02:31:56,465 - mmaction - INFO - Epoch [93][460/3757] lr: 1.000e-04, eta: 16:02:46, time: 1.754, data_time: 0.186, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8969, loss_cls: 1.1023, loss: 1.1023, grad_norm: 9.1269 2020-08-06 02:32:36,581 - mmaction - INFO - Epoch [93][480/3757] lr: 1.000e-04, eta: 16:02:07, time: 2.000, data_time: 0.109, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8977, loss_cls: 1.1072, loss: 1.1072, grad_norm: 9.0544 2020-08-06 02:33:16,588 - mmaction - INFO - Epoch [93][500/3757] lr: 1.000e-04, eta: 16:01:28, time: 2.007, data_time: 1.112, memory: 5166, top1_acc: 0.7383, top5_acc: 0.9023, loss_cls: 1.0898, loss: 1.0898, grad_norm: 9.2770 2020-08-06 02:33:57,150 - mmaction - INFO - Epoch [93][520/3757] lr: 1.000e-04, eta: 16:00:50, time: 2.025, data_time: 1.457, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8648, loss_cls: 1.2382, loss: 1.2382, grad_norm: 9.4944 2020-08-06 02:34:34,524 - mmaction - INFO - Epoch [93][540/3757] lr: 1.000e-04, eta: 16:00:10, time: 1.872, data_time: 1.306, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1288, loss: 1.1288, grad_norm: 9.0111 2020-08-06 02:35:13,648 - mmaction - INFO - Epoch [93][560/3757] lr: 1.000e-04, eta: 15:59:31, time: 1.950, data_time: 0.881, memory: 5166, top1_acc: 0.7391, top5_acc: 0.8961, loss_cls: 1.1033, loss: 1.1033, grad_norm: 9.3016 2020-08-06 02:35:51,776 - mmaction - INFO - Epoch [93][580/3757] lr: 1.000e-04, eta: 15:58:52, time: 1.910, data_time: 0.870, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.2028, loss: 1.2028, grad_norm: 9.6668 2020-08-06 02:36:31,560 - mmaction - INFO - Epoch [93][600/3757] lr: 1.000e-04, eta: 15:58:13, time: 1.990, data_time: 0.756, memory: 5166, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0483, loss: 1.0483, grad_norm: 8.9313 2020-08-06 02:37:11,364 - mmaction - INFO - Epoch [93][620/3757] lr: 1.000e-04, eta: 15:57:34, time: 1.990, data_time: 0.008, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8781, loss_cls: 1.2042, loss: 1.2042, grad_norm: 9.6281 2020-08-06 02:37:51,883 - mmaction - INFO - Epoch [93][640/3757] lr: 1.000e-04, eta: 15:56:55, time: 2.016, data_time: 0.010, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1623, loss: 1.1623, grad_norm: 9.3270 2020-08-06 02:38:28,641 - mmaction - INFO - Epoch [93][660/3757] lr: 1.000e-04, eta: 15:56:16, time: 1.849, data_time: 0.710, memory: 5166, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0686, loss: 1.0686, grad_norm: 9.1194 2020-08-06 02:39:12,308 - mmaction - INFO - Epoch [93][680/3757] lr: 1.000e-04, eta: 15:55:38, time: 2.182, data_time: 0.838, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2615, loss: 1.2615, grad_norm: 9.6865 2020-08-06 02:39:51,691 - mmaction - INFO - Epoch [93][700/3757] lr: 1.000e-04, eta: 15:54:59, time: 1.970, data_time: 1.147, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1697, loss: 1.1697, grad_norm: 9.3114 2020-08-06 02:40:30,244 - mmaction - INFO - Epoch [93][720/3757] lr: 1.000e-04, eta: 15:54:20, time: 1.921, data_time: 1.332, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8820, loss_cls: 1.1353, loss: 1.1353, grad_norm: 9.1088 2020-08-06 02:41:10,183 - mmaction - INFO - Epoch [93][740/3757] lr: 1.000e-04, eta: 15:53:41, time: 2.001, data_time: 1.391, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8836, loss_cls: 1.1410, loss: 1.1410, grad_norm: 9.0754 2020-08-06 02:41:51,752 - mmaction - INFO - Epoch [93][760/3757] lr: 1.000e-04, eta: 15:53:02, time: 2.075, data_time: 1.508, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.1823, loss: 1.1823, grad_norm: 9.2690 2020-08-06 02:42:28,319 - mmaction - INFO - Epoch [93][780/3757] lr: 1.000e-04, eta: 15:52:23, time: 1.832, data_time: 1.271, memory: 5166, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2026, loss: 1.2026, grad_norm: 9.6999 2020-08-06 02:43:07,838 - mmaction - INFO - Epoch [93][800/3757] lr: 1.000e-04, eta: 15:51:44, time: 1.967, data_time: 0.483, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8719, loss_cls: 1.2046, loss: 1.2046, grad_norm: 9.3716 2020-08-06 02:43:49,012 - mmaction - INFO - Epoch [93][820/3757] lr: 1.000e-04, eta: 15:51:05, time: 2.061, data_time: 0.478, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8922, loss_cls: 1.1390, loss: 1.1390, grad_norm: 9.4234 2020-08-06 02:44:25,704 - mmaction - INFO - Epoch [93][840/3757] lr: 1.000e-04, eta: 15:50:26, time: 1.842, data_time: 0.146, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8852, loss_cls: 1.1464, loss: 1.1464, grad_norm: 9.2646 2020-08-06 02:45:07,884 - mmaction - INFO - Epoch [93][860/3757] lr: 1.000e-04, eta: 15:49:47, time: 2.109, data_time: 0.018, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8930, loss_cls: 1.1477, loss: 1.1477, grad_norm: 9.2878 2020-08-06 02:45:44,629 - mmaction - INFO - Epoch [93][880/3757] lr: 1.000e-04, eta: 15:49:08, time: 1.837, data_time: 0.002, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1379, loss: 1.1379, grad_norm: 9.3056 2020-08-06 02:46:25,140 - mmaction - INFO - Epoch [93][900/3757] lr: 1.000e-04, eta: 15:48:29, time: 2.017, data_time: 0.019, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8914, loss_cls: 1.1161, loss: 1.1161, grad_norm: 9.0839 2020-08-06 02:47:03,126 - mmaction - INFO - Epoch [93][920/3757] lr: 1.000e-04, eta: 15:47:50, time: 1.908, data_time: 0.011, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8859, loss_cls: 1.1383, loss: 1.1383, grad_norm: 9.2137 2020-08-06 02:47:41,456 - mmaction - INFO - Epoch [93][940/3757] lr: 1.000e-04, eta: 15:47:10, time: 1.907, data_time: 0.043, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8914, loss_cls: 1.1307, loss: 1.1307, grad_norm: 8.9143 2020-08-06 02:48:25,263 - mmaction - INFO - Epoch [93][960/3757] lr: 1.000e-04, eta: 15:46:32, time: 2.200, data_time: 0.012, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8867, loss_cls: 1.1472, loss: 1.1472, grad_norm: 9.5423 2020-08-06 02:49:00,666 - mmaction - INFO - Epoch [93][980/3757] lr: 1.000e-04, eta: 15:45:53, time: 1.763, data_time: 0.007, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8883, loss_cls: 1.1174, loss: 1.1174, grad_norm: 9.4378 2020-08-06 02:49:40,144 - mmaction - INFO - Epoch [93][1000/3757] lr: 1.000e-04, eta: 15:45:14, time: 1.980, data_time: 0.010, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8758, loss_cls: 1.1666, loss: 1.1666, grad_norm: 9.3115 2020-08-06 02:50:20,911 - mmaction - INFO - Epoch [93][1020/3757] lr: 1.000e-04, eta: 15:44:35, time: 2.035, data_time: 0.008, memory: 5166, top1_acc: 0.7250, top5_acc: 0.9031, loss_cls: 1.1088, loss: 1.1088, grad_norm: 9.2588 2020-08-06 02:50:57,547 - mmaction - INFO - Epoch [93][1040/3757] lr: 1.000e-04, eta: 15:43:55, time: 1.837, data_time: 0.011, memory: 5166, top1_acc: 0.7484, top5_acc: 0.9016, loss_cls: 1.0517, loss: 1.0517, grad_norm: 9.0031 2020-08-06 02:51:37,535 - mmaction - INFO - Epoch [93][1060/3757] lr: 1.000e-04, eta: 15:43:17, time: 1.999, data_time: 0.066, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.1946, loss: 1.1946, grad_norm: 9.7368 2020-08-06 02:52:17,646 - mmaction - INFO - Epoch [93][1080/3757] lr: 1.000e-04, eta: 15:42:38, time: 2.005, data_time: 0.002, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8672, loss_cls: 1.1741, loss: 1.1741, grad_norm: 9.4004 2020-08-06 02:52:57,995 - mmaction - INFO - Epoch [93][1100/3757] lr: 1.000e-04, eta: 15:41:59, time: 2.014, data_time: 0.003, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0887, loss: 1.0887, grad_norm: 9.0299 2020-08-06 02:53:35,429 - mmaction - INFO - Epoch [93][1120/3757] lr: 1.000e-04, eta: 15:41:20, time: 1.868, data_time: 0.011, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1613, loss: 1.1613, grad_norm: 9.3089 2020-08-06 02:54:15,992 - mmaction - INFO - Epoch [93][1140/3757] lr: 1.000e-04, eta: 15:40:41, time: 2.032, data_time: 0.011, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.1942, loss: 1.1942, grad_norm: 9.4447 2020-08-06 02:54:52,736 - mmaction - INFO - Epoch [93][1160/3757] lr: 1.000e-04, eta: 15:40:01, time: 1.839, data_time: 0.011, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1463, loss: 1.1463, grad_norm: 9.3797 2020-08-06 02:55:35,429 - mmaction - INFO - Epoch [93][1180/3757] lr: 1.000e-04, eta: 15:39:23, time: 2.134, data_time: 0.004, memory: 5166, top1_acc: 0.7562, top5_acc: 0.9016, loss_cls: 1.0145, loss: 1.0145, grad_norm: 8.7885 2020-08-06 02:56:08,335 - mmaction - INFO - Epoch [93][1200/3757] lr: 1.000e-04, eta: 15:38:43, time: 1.648, data_time: 0.004, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8836, loss_cls: 1.2022, loss: 1.2022, grad_norm: 9.6761 2020-08-06 02:56:48,990 - mmaction - INFO - Epoch [93][1220/3757] lr: 1.000e-04, eta: 15:38:04, time: 2.025, data_time: 0.007, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.1780, loss: 1.1780, grad_norm: 9.4331 2020-08-06 02:57:29,108 - mmaction - INFO - Epoch [93][1240/3757] lr: 1.000e-04, eta: 15:37:25, time: 2.013, data_time: 0.010, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8789, loss_cls: 1.1544, loss: 1.1544, grad_norm: 9.1871 2020-08-06 02:58:09,200 - mmaction - INFO - Epoch [93][1260/3757] lr: 1.000e-04, eta: 15:36:46, time: 2.004, data_time: 0.007, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8930, loss_cls: 1.1272, loss: 1.1272, grad_norm: 9.0900 2020-08-06 02:58:46,990 - mmaction - INFO - Epoch [93][1280/3757] lr: 1.000e-04, eta: 15:36:07, time: 1.890, data_time: 0.003, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1748, loss: 1.1748, grad_norm: 9.3040 2020-08-06 02:59:26,034 - mmaction - INFO - Epoch [93][1300/3757] lr: 1.000e-04, eta: 15:35:28, time: 1.943, data_time: 0.015, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8852, loss_cls: 1.1487, loss: 1.1487, grad_norm: 9.3312 2020-08-06 03:00:08,596 - mmaction - INFO - Epoch [93][1320/3757] lr: 1.000e-04, eta: 15:34:50, time: 2.134, data_time: 0.371, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8766, loss_cls: 1.1643, loss: 1.1643, grad_norm: 9.2720 2020-08-06 03:00:42,563 - mmaction - INFO - Epoch [93][1340/3757] lr: 1.000e-04, eta: 15:34:10, time: 1.701, data_time: 0.489, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.1916, loss: 1.1916, grad_norm: 9.2581 2020-08-06 03:01:21,252 - mmaction - INFO - Epoch [93][1360/3757] lr: 1.000e-04, eta: 15:33:31, time: 1.931, data_time: 0.227, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8953, loss_cls: 1.0899, loss: 1.0899, grad_norm: 9.2860 2020-08-06 03:02:04,843 - mmaction - INFO - Epoch [93][1380/3757] lr: 1.000e-04, eta: 15:32:52, time: 2.178, data_time: 0.902, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8789, loss_cls: 1.2096, loss: 1.2096, grad_norm: 9.3292 2020-08-06 03:02:40,497 - mmaction - INFO - Epoch [93][1400/3757] lr: 1.000e-04, eta: 15:32:13, time: 1.781, data_time: 1.116, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.1243, loss: 1.1243, grad_norm: 9.0530 2020-08-06 03:03:18,129 - mmaction - INFO - Epoch [93][1420/3757] lr: 1.000e-04, eta: 15:31:34, time: 1.887, data_time: 1.105, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.1770, loss: 1.1770, grad_norm: 9.4537 2020-08-06 03:03:56,160 - mmaction - INFO - Epoch [93][1440/3757] lr: 1.000e-04, eta: 15:30:54, time: 1.896, data_time: 1.233, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8953, loss_cls: 1.1241, loss: 1.1241, grad_norm: 9.3008 2020-08-06 03:04:37,234 - mmaction - INFO - Epoch [93][1460/3757] lr: 1.000e-04, eta: 15:30:16, time: 2.058, data_time: 0.721, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8961, loss_cls: 1.0982, loss: 1.0982, grad_norm: 8.9498 2020-08-06 03:05:16,357 - mmaction - INFO - Epoch [93][1480/3757] lr: 1.000e-04, eta: 15:29:37, time: 1.954, data_time: 0.711, memory: 5166, top1_acc: 0.7273, top5_acc: 0.9023, loss_cls: 1.1268, loss: 1.1268, grad_norm: 9.4844 2020-08-06 03:05:57,862 - mmaction - INFO - Epoch [93][1500/3757] lr: 1.000e-04, eta: 15:28:58, time: 2.079, data_time: 0.204, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8938, loss_cls: 1.0729, loss: 1.0729, grad_norm: 9.1652 2020-08-06 03:06:40,637 - mmaction - INFO - Epoch [93][1520/3757] lr: 1.000e-04, eta: 15:28:19, time: 2.140, data_time: 0.010, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8789, loss_cls: 1.2538, loss: 1.2538, grad_norm: 9.4503 2020-08-06 03:07:17,723 - mmaction - INFO - Epoch [93][1540/3757] lr: 1.000e-04, eta: 15:27:40, time: 1.850, data_time: 0.002, memory: 5166, top1_acc: 0.7391, top5_acc: 0.9023, loss_cls: 1.0508, loss: 1.0508, grad_norm: 8.9781 2020-08-06 03:07:51,712 - mmaction - INFO - Epoch [93][1560/3757] lr: 1.000e-04, eta: 15:27:00, time: 1.698, data_time: 0.146, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8914, loss_cls: 1.1053, loss: 1.1053, grad_norm: 9.1546 2020-08-06 03:08:31,274 - mmaction - INFO - Epoch [93][1580/3757] lr: 1.000e-04, eta: 15:26:21, time: 1.983, data_time: 0.768, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8883, loss_cls: 1.1558, loss: 1.1558, grad_norm: 9.2872 2020-08-06 03:09:08,830 - mmaction - INFO - Epoch [93][1600/3757] lr: 1.000e-04, eta: 15:25:42, time: 1.875, data_time: 0.517, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1203, loss: 1.1203, grad_norm: 9.2394 2020-08-06 03:09:50,936 - mmaction - INFO - Epoch [93][1620/3757] lr: 1.000e-04, eta: 15:25:04, time: 2.109, data_time: 0.675, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8930, loss_cls: 1.1279, loss: 1.1279, grad_norm: 9.0754 2020-08-06 03:10:33,314 - mmaction - INFO - Epoch [93][1640/3757] lr: 1.000e-04, eta: 15:24:25, time: 2.112, data_time: 0.052, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.1763, loss: 1.1763, grad_norm: 9.4693 2020-08-06 03:11:11,201 - mmaction - INFO - Epoch [93][1660/3757] lr: 1.000e-04, eta: 15:23:46, time: 1.897, data_time: 0.020, memory: 5166, top1_acc: 0.7375, top5_acc: 0.8961, loss_cls: 1.0450, loss: 1.0450, grad_norm: 8.8146 2020-08-06 03:11:46,287 - mmaction - INFO - Epoch [93][1680/3757] lr: 1.000e-04, eta: 15:23:06, time: 1.750, data_time: 0.011, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2068, loss: 1.2068, grad_norm: 9.5975 2020-08-06 03:12:26,967 - mmaction - INFO - Epoch [93][1700/3757] lr: 1.000e-04, eta: 15:22:27, time: 2.042, data_time: 0.012, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8672, loss_cls: 1.2542, loss: 1.2542, grad_norm: 9.8079 2020-08-06 03:13:06,950 - mmaction - INFO - Epoch [93][1720/3757] lr: 1.000e-04, eta: 15:21:48, time: 1.990, data_time: 0.139, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8891, loss_cls: 1.0997, loss: 1.0997, grad_norm: 8.9349 2020-08-06 03:13:42,694 - mmaction - INFO - Epoch [93][1740/3757] lr: 1.000e-04, eta: 15:21:09, time: 1.794, data_time: 0.358, memory: 5166, top1_acc: 0.7469, top5_acc: 0.9148, loss_cls: 1.0296, loss: 1.0296, grad_norm: 9.0219 2020-08-06 03:14:24,588 - mmaction - INFO - Epoch [93][1760/3757] lr: 1.000e-04, eta: 15:20:30, time: 2.096, data_time: 1.511, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.1587, loss: 1.1587, grad_norm: 9.0947 2020-08-06 03:15:01,916 - mmaction - INFO - Epoch [93][1780/3757] lr: 1.000e-04, eta: 15:19:51, time: 1.862, data_time: 1.292, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8719, loss_cls: 1.2248, loss: 1.2248, grad_norm: 9.4298 2020-08-06 03:15:44,123 - mmaction - INFO - Epoch [93][1800/3757] lr: 1.000e-04, eta: 15:19:12, time: 2.116, data_time: 0.722, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8797, loss_cls: 1.1817, loss: 1.1817, grad_norm: 9.3692 2020-08-06 03:16:21,835 - mmaction - INFO - Epoch [93][1820/3757] lr: 1.000e-04, eta: 15:18:33, time: 1.878, data_time: 0.008, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8820, loss_cls: 1.1661, loss: 1.1661, grad_norm: 9.2245 2020-08-06 03:17:01,474 - mmaction - INFO - Epoch [93][1840/3757] lr: 1.000e-04, eta: 15:17:54, time: 1.984, data_time: 0.292, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8938, loss_cls: 1.1476, loss: 1.1476, grad_norm: 9.5902 2020-08-06 03:17:42,830 - mmaction - INFO - Epoch [93][1860/3757] lr: 1.000e-04, eta: 15:17:16, time: 2.063, data_time: 0.018, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8789, loss_cls: 1.1219, loss: 1.1219, grad_norm: 9.0060 2020-08-06 03:18:18,426 - mmaction - INFO - Epoch [93][1880/3757] lr: 1.000e-04, eta: 15:16:36, time: 1.788, data_time: 0.111, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8914, loss_cls: 1.1156, loss: 1.1156, grad_norm: 9.1889 2020-08-06 03:18:59,475 - mmaction - INFO - Epoch [93][1900/3757] lr: 1.000e-04, eta: 15:15:57, time: 2.049, data_time: 0.461, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8742, loss_cls: 1.1927, loss: 1.1927, grad_norm: 9.4022 2020-08-06 03:19:34,777 - mmaction - INFO - Epoch [93][1920/3757] lr: 1.000e-04, eta: 15:15:18, time: 1.767, data_time: 0.380, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1504, loss: 1.1504, grad_norm: 9.2278 2020-08-06 03:20:16,640 - mmaction - INFO - Epoch [93][1940/3757] lr: 1.000e-04, eta: 15:14:39, time: 2.086, data_time: 0.786, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8820, loss_cls: 1.1435, loss: 1.1435, grad_norm: 9.0883 2020-08-06 03:20:55,903 - mmaction - INFO - Epoch [93][1960/3757] lr: 1.000e-04, eta: 15:14:00, time: 1.971, data_time: 0.801, memory: 5166, top1_acc: 0.7555, top5_acc: 0.8961, loss_cls: 1.0382, loss: 1.0382, grad_norm: 9.0098 2020-08-06 03:21:35,689 - mmaction - INFO - Epoch [93][1980/3757] lr: 1.000e-04, eta: 15:13:21, time: 1.991, data_time: 0.574, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8758, loss_cls: 1.2154, loss: 1.2154, grad_norm: 9.5668 2020-08-06 03:22:11,969 - mmaction - INFO - Epoch [93][2000/3757] lr: 1.000e-04, eta: 15:12:42, time: 1.814, data_time: 0.003, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.1334, loss: 1.1334, grad_norm: 9.5811 2020-08-06 03:22:51,004 - mmaction - INFO - Epoch [93][2020/3757] lr: 1.000e-04, eta: 15:12:03, time: 1.942, data_time: 0.096, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8766, loss_cls: 1.1554, loss: 1.1554, grad_norm: 9.1694 2020-08-06 03:23:34,145 - mmaction - INFO - Epoch [93][2040/3757] lr: 1.000e-04, eta: 15:11:24, time: 2.162, data_time: 0.152, memory: 5166, top1_acc: 0.7328, top5_acc: 0.9031, loss_cls: 1.0792, loss: 1.0792, grad_norm: 9.0332 2020-08-06 03:24:12,505 - mmaction - INFO - Epoch [93][2060/3757] lr: 1.000e-04, eta: 15:10:45, time: 1.921, data_time: 0.010, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8680, loss_cls: 1.2209, loss: 1.2209, grad_norm: 9.2504 2020-08-06 03:24:50,413 - mmaction - INFO - Epoch [93][2080/3757] lr: 1.000e-04, eta: 15:10:06, time: 1.891, data_time: 0.009, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.2508, loss: 1.2508, grad_norm: 9.4762 2020-08-06 03:25:29,238 - mmaction - INFO - Epoch [93][2100/3757] lr: 1.000e-04, eta: 15:09:27, time: 1.940, data_time: 0.126, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8789, loss_cls: 1.2073, loss: 1.2073, grad_norm: 9.4272 2020-08-06 03:26:08,562 - mmaction - INFO - Epoch [93][2120/3757] lr: 1.000e-04, eta: 15:08:48, time: 1.974, data_time: 0.011, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1609, loss: 1.1609, grad_norm: 9.4395 2020-08-06 03:26:48,952 - mmaction - INFO - Epoch [93][2140/3757] lr: 1.000e-04, eta: 15:08:09, time: 2.013, data_time: 0.007, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8703, loss_cls: 1.2014, loss: 1.2014, grad_norm: 9.4059 2020-08-06 03:27:28,625 - mmaction - INFO - Epoch [93][2160/3757] lr: 1.000e-04, eta: 15:07:30, time: 1.987, data_time: 0.173, memory: 5166, top1_acc: 0.6797, top5_acc: 0.8703, loss_cls: 1.2598, loss: 1.2598, grad_norm: 9.4379 2020-08-06 03:28:05,982 - mmaction - INFO - Epoch [93][2180/3757] lr: 1.000e-04, eta: 15:06:51, time: 1.863, data_time: 0.049, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8820, loss_cls: 1.2029, loss: 1.2029, grad_norm: 9.4683 2020-08-06 03:28:45,609 - mmaction - INFO - Epoch [93][2200/3757] lr: 1.000e-04, eta: 15:06:12, time: 1.989, data_time: 0.011, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0638, loss: 1.0638, grad_norm: 9.1731 2020-08-06 03:29:25,906 - mmaction - INFO - Epoch [93][2220/3757] lr: 1.000e-04, eta: 15:05:33, time: 2.004, data_time: 0.009, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8922, loss_cls: 1.0949, loss: 1.0949, grad_norm: 9.1264 2020-08-06 03:30:04,393 - mmaction - INFO - Epoch [93][2240/3757] lr: 1.000e-04, eta: 15:04:54, time: 1.936, data_time: 0.014, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8938, loss_cls: 1.1303, loss: 1.1303, grad_norm: 9.1984 2020-08-06 03:30:41,973 - mmaction - INFO - Epoch [93][2260/3757] lr: 1.000e-04, eta: 15:04:15, time: 1.879, data_time: 0.009, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8961, loss_cls: 1.1227, loss: 1.1227, grad_norm: 9.4229 2020-08-06 03:31:23,655 - mmaction - INFO - Epoch [93][2280/3757] lr: 1.000e-04, eta: 15:03:36, time: 2.080, data_time: 0.074, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8844, loss_cls: 1.1319, loss: 1.1319, grad_norm: 8.9835 2020-08-06 03:32:02,184 - mmaction - INFO - Epoch [93][2300/3757] lr: 1.000e-04, eta: 15:02:57, time: 1.926, data_time: 0.519, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8820, loss_cls: 1.1631, loss: 1.1631, grad_norm: 9.3816 2020-08-06 03:32:42,452 - mmaction - INFO - Epoch [93][2320/3757] lr: 1.000e-04, eta: 15:02:18, time: 2.012, data_time: 1.430, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8633, loss_cls: 1.2195, loss: 1.2195, grad_norm: 9.4766 2020-08-06 03:33:20,059 - mmaction - INFO - Epoch [93][2340/3757] lr: 1.000e-04, eta: 15:01:39, time: 1.885, data_time: 1.332, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.1911, loss: 1.1911, grad_norm: 9.5674 2020-08-06 03:34:01,566 - mmaction - INFO - Epoch [93][2360/3757] lr: 1.000e-04, eta: 15:01:00, time: 2.069, data_time: 1.432, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2270, loss: 1.2270, grad_norm: 9.6704 2020-08-06 03:34:37,261 - mmaction - INFO - Epoch [93][2380/3757] lr: 1.000e-04, eta: 15:00:21, time: 1.790, data_time: 1.214, memory: 5166, top1_acc: 0.6945, top5_acc: 0.8836, loss_cls: 1.2092, loss: 1.2092, grad_norm: 9.7758 2020-08-06 03:35:22,087 - mmaction - INFO - Epoch [93][2400/3757] lr: 1.000e-04, eta: 14:59:42, time: 2.237, data_time: 1.640, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.2027, loss: 1.2027, grad_norm: 9.3723 2020-08-06 03:35:58,943 - mmaction - INFO - Epoch [93][2420/3757] lr: 1.000e-04, eta: 14:59:03, time: 1.849, data_time: 1.269, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.1487, loss: 1.1487, grad_norm: 9.2364 2020-08-06 03:36:38,005 - mmaction - INFO - Epoch [93][2440/3757] lr: 1.000e-04, eta: 14:58:24, time: 1.948, data_time: 1.037, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8945, loss_cls: 1.1449, loss: 1.1449, grad_norm: 9.2746 2020-08-06 03:37:16,745 - mmaction - INFO - Epoch [93][2460/3757] lr: 1.000e-04, eta: 14:57:45, time: 1.944, data_time: 0.882, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1918, loss: 1.1918, grad_norm: 9.5846 2020-08-06 03:37:58,719 - mmaction - INFO - Epoch [93][2480/3757] lr: 1.000e-04, eta: 14:57:06, time: 2.095, data_time: 0.060, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8914, loss_cls: 1.1109, loss: 1.1109, grad_norm: 9.2284 2020-08-06 03:38:38,988 - mmaction - INFO - Epoch [93][2500/3757] lr: 1.000e-04, eta: 14:56:27, time: 2.017, data_time: 0.009, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8930, loss_cls: 1.0744, loss: 1.0744, grad_norm: 9.0874 2020-08-06 03:39:17,436 - mmaction - INFO - Epoch [93][2520/3757] lr: 1.000e-04, eta: 14:55:48, time: 1.915, data_time: 0.006, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8859, loss_cls: 1.1202, loss: 1.1202, grad_norm: 9.3184 2020-08-06 03:39:56,092 - mmaction - INFO - Epoch [93][2540/3757] lr: 1.000e-04, eta: 14:55:09, time: 1.939, data_time: 0.011, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8875, loss_cls: 1.1775, loss: 1.1775, grad_norm: 9.6987 2020-08-06 03:40:37,352 - mmaction - INFO - Epoch [93][2560/3757] lr: 1.000e-04, eta: 14:54:30, time: 2.059, data_time: 0.009, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2279, loss: 1.2279, grad_norm: 9.4884 2020-08-06 03:41:15,856 - mmaction - INFO - Epoch [93][2580/3757] lr: 1.000e-04, eta: 14:53:51, time: 1.928, data_time: 0.023, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8984, loss_cls: 1.1215, loss: 1.1215, grad_norm: 9.4860 2020-08-06 03:41:56,866 - mmaction - INFO - Epoch [93][2600/3757] lr: 1.000e-04, eta: 14:53:13, time: 2.047, data_time: 0.214, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8875, loss_cls: 1.1161, loss: 1.1161, grad_norm: 9.0967 2020-08-06 03:42:36,090 - mmaction - INFO - Epoch [93][2620/3757] lr: 1.000e-04, eta: 14:52:34, time: 1.967, data_time: 0.009, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8820, loss_cls: 1.1555, loss: 1.1555, grad_norm: 9.2939 2020-08-06 03:43:15,880 - mmaction - INFO - Epoch [93][2640/3757] lr: 1.000e-04, eta: 14:51:55, time: 1.981, data_time: 0.006, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8922, loss_cls: 1.0786, loss: 1.0786, grad_norm: 9.0091 2020-08-06 03:43:55,697 - mmaction - INFO - Epoch [93][2660/3757] lr: 1.000e-04, eta: 14:51:16, time: 1.996, data_time: 0.017, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8891, loss_cls: 1.1060, loss: 1.1060, grad_norm: 9.3159 2020-08-06 03:44:32,992 - mmaction - INFO - Epoch [93][2680/3757] lr: 1.000e-04, eta: 14:50:36, time: 1.864, data_time: 0.009, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8820, loss_cls: 1.1821, loss: 1.1821, grad_norm: 9.2202 2020-08-06 03:45:17,491 - mmaction - INFO - Epoch [93][2700/3757] lr: 1.000e-04, eta: 14:49:58, time: 2.224, data_time: 0.006, memory: 5166, top1_acc: 0.7469, top5_acc: 0.9023, loss_cls: 1.0512, loss: 1.0512, grad_norm: 9.0361 2020-08-06 03:45:56,952 - mmaction - INFO - Epoch [93][2720/3757] lr: 1.000e-04, eta: 14:49:19, time: 1.976, data_time: 0.009, memory: 5166, top1_acc: 0.7398, top5_acc: 0.9062, loss_cls: 1.0349, loss: 1.0349, grad_norm: 8.9578 2020-08-06 03:46:33,475 - mmaction - INFO - Epoch [93][2740/3757] lr: 1.000e-04, eta: 14:48:40, time: 1.823, data_time: 0.013, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8984, loss_cls: 1.0869, loss: 1.0869, grad_norm: 9.1531 2020-08-06 03:47:16,510 - mmaction - INFO - Epoch [93][2760/3757] lr: 1.000e-04, eta: 14:48:01, time: 2.155, data_time: 0.170, memory: 5166, top1_acc: 0.7391, top5_acc: 0.8992, loss_cls: 1.0810, loss: 1.0810, grad_norm: 9.1415 2020-08-06 03:47:55,871 - mmaction - INFO - Epoch [93][2780/3757] lr: 1.000e-04, eta: 14:47:22, time: 1.968, data_time: 0.008, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8898, loss_cls: 1.1190, loss: 1.1190, grad_norm: 8.9347 2020-08-06 03:48:34,165 - mmaction - INFO - Epoch [93][2800/3757] lr: 1.000e-04, eta: 14:46:43, time: 1.909, data_time: 0.007, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1439, loss: 1.1439, grad_norm: 9.3074 2020-08-06 03:49:15,650 - mmaction - INFO - Epoch [93][2820/3757] lr: 1.000e-04, eta: 14:46:05, time: 2.077, data_time: 0.012, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1797, loss: 1.1797, grad_norm: 9.1725 2020-08-06 03:49:55,810 - mmaction - INFO - Epoch [93][2840/3757] lr: 1.000e-04, eta: 14:45:26, time: 2.004, data_time: 0.011, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1495, loss: 1.1495, grad_norm: 9.2984 2020-08-06 03:50:32,573 - mmaction - INFO - Epoch [93][2860/3757] lr: 1.000e-04, eta: 14:44:46, time: 1.844, data_time: 0.010, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1081, loss: 1.1081, grad_norm: 9.2062 2020-08-06 03:51:13,250 - mmaction - INFO - Epoch [93][2880/3757] lr: 1.000e-04, eta: 14:44:07, time: 2.031, data_time: 0.010, memory: 5166, top1_acc: 0.7461, top5_acc: 0.8961, loss_cls: 1.0445, loss: 1.0445, grad_norm: 8.5813 2020-08-06 03:51:53,869 - mmaction - INFO - Epoch [93][2900/3757] lr: 1.000e-04, eta: 14:43:29, time: 2.035, data_time: 0.009, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8945, loss_cls: 1.0975, loss: 1.0975, grad_norm: 9.2764 2020-08-06 03:52:31,742 - mmaction - INFO - Epoch [93][2920/3757] lr: 1.000e-04, eta: 14:42:49, time: 1.888, data_time: 0.009, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.1044, loss: 1.1044, grad_norm: 9.0398 2020-08-06 03:53:13,825 - mmaction - INFO - Epoch [93][2940/3757] lr: 1.000e-04, eta: 14:42:11, time: 2.108, data_time: 0.315, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.1790, loss: 1.1790, grad_norm: 9.4771 2020-08-06 03:53:48,955 - mmaction - INFO - Epoch [93][2960/3757] lr: 1.000e-04, eta: 14:41:31, time: 1.749, data_time: 0.603, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.2100, loss: 1.2100, grad_norm: 9.6313 2020-08-06 03:54:27,747 - mmaction - INFO - Epoch [93][2980/3757] lr: 1.000e-04, eta: 14:40:52, time: 1.949, data_time: 0.623, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8852, loss_cls: 1.1804, loss: 1.1804, grad_norm: 9.2327 2020-08-06 03:55:09,324 - mmaction - INFO - Epoch [93][3000/3757] lr: 1.000e-04, eta: 14:40:14, time: 2.079, data_time: 0.460, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8773, loss_cls: 1.1699, loss: 1.1699, grad_norm: 9.1359 2020-08-06 03:55:47,464 - mmaction - INFO - Epoch [93][3020/3757] lr: 1.000e-04, eta: 14:39:34, time: 1.906, data_time: 0.800, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.1691, loss: 1.1691, grad_norm: 9.0812 2020-08-06 03:56:24,612 - mmaction - INFO - Epoch [93][3040/3757] lr: 1.000e-04, eta: 14:38:55, time: 1.857, data_time: 0.739, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.1893, loss: 1.1893, grad_norm: 9.5462 2020-08-06 03:57:02,397 - mmaction - INFO - Epoch [93][3060/3757] lr: 1.000e-04, eta: 14:38:16, time: 1.889, data_time: 0.692, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.1766, loss: 1.1766, grad_norm: 9.2453 2020-08-06 03:57:40,241 - mmaction - INFO - Epoch [93][3080/3757] lr: 1.000e-04, eta: 14:37:37, time: 1.892, data_time: 0.583, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8883, loss_cls: 1.1235, loss: 1.1235, grad_norm: 9.1775 2020-08-06 03:58:19,830 - mmaction - INFO - Epoch [93][3100/3757] lr: 1.000e-04, eta: 14:36:58, time: 1.978, data_time: 1.014, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8859, loss_cls: 1.1865, loss: 1.1865, grad_norm: 9.6236 2020-08-06 03:58:59,862 - mmaction - INFO - Epoch [93][3120/3757] lr: 1.000e-04, eta: 14:36:19, time: 2.002, data_time: 1.459, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.1172, loss: 1.1172, grad_norm: 9.2158 2020-08-06 03:59:38,664 - mmaction - INFO - Epoch [93][3140/3757] lr: 1.000e-04, eta: 14:35:40, time: 1.941, data_time: 1.307, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8898, loss_cls: 1.1012, loss: 1.1012, grad_norm: 9.0822 2020-08-06 04:00:13,434 - mmaction - INFO - Epoch [93][3160/3757] lr: 1.000e-04, eta: 14:35:00, time: 1.724, data_time: 0.888, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8664, loss_cls: 1.2170, loss: 1.2170, grad_norm: 9.5072 2020-08-06 04:00:56,532 - mmaction - INFO - Epoch [93][3180/3757] lr: 1.000e-04, eta: 14:34:22, time: 2.168, data_time: 0.460, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8922, loss_cls: 1.1441, loss: 1.1441, grad_norm: 9.3834 2020-08-06 04:01:33,052 - mmaction - INFO - Epoch [93][3200/3757] lr: 1.000e-04, eta: 14:33:42, time: 1.820, data_time: 0.010, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1478, loss: 1.1478, grad_norm: 9.2837 2020-08-06 04:02:12,857 - mmaction - INFO - Epoch [93][3220/3757] lr: 1.000e-04, eta: 14:33:03, time: 1.998, data_time: 0.020, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1898, loss: 1.1898, grad_norm: 9.5368 2020-08-06 04:02:51,451 - mmaction - INFO - Epoch [93][3240/3757] lr: 1.000e-04, eta: 14:32:24, time: 1.924, data_time: 0.016, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8820, loss_cls: 1.1763, loss: 1.1763, grad_norm: 9.4084 2020-08-06 04:03:31,168 - mmaction - INFO - Epoch [93][3260/3757] lr: 1.000e-04, eta: 14:31:45, time: 1.991, data_time: 0.009, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.1049, loss: 1.1049, grad_norm: 8.8372 2020-08-06 04:04:09,640 - mmaction - INFO - Epoch [93][3280/3757] lr: 1.000e-04, eta: 14:31:06, time: 1.923, data_time: 0.003, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8633, loss_cls: 1.2617, loss: 1.2617, grad_norm: 9.7777 2020-08-06 04:04:47,457 - mmaction - INFO - Epoch [93][3300/3757] lr: 1.000e-04, eta: 14:30:27, time: 1.886, data_time: 0.009, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2479, loss: 1.2479, grad_norm: 9.3726 2020-08-06 04:05:26,527 - mmaction - INFO - Epoch [93][3320/3757] lr: 1.000e-04, eta: 14:29:48, time: 1.952, data_time: 0.009, memory: 5166, top1_acc: 0.7422, top5_acc: 0.9055, loss_cls: 1.0276, loss: 1.0276, grad_norm: 8.7441 2020-08-06 04:06:08,188 - mmaction - INFO - Epoch [93][3340/3757] lr: 1.000e-04, eta: 14:29:09, time: 2.090, data_time: 0.011, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8977, loss_cls: 1.1158, loss: 1.1158, grad_norm: 9.3831 2020-08-06 04:06:48,250 - mmaction - INFO - Epoch [93][3360/3757] lr: 1.000e-04, eta: 14:28:30, time: 2.001, data_time: 0.008, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8875, loss_cls: 1.1180, loss: 1.1180, grad_norm: 9.1528 2020-08-06 04:07:24,526 - mmaction - INFO - Epoch [93][3380/3757] lr: 1.000e-04, eta: 14:27:51, time: 1.818, data_time: 0.019, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8891, loss_cls: 1.1449, loss: 1.1449, grad_norm: 9.1811 2020-08-06 04:08:06,164 - mmaction - INFO - Epoch [93][3400/3757] lr: 1.000e-04, eta: 14:27:12, time: 2.075, data_time: 0.008, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8844, loss_cls: 1.1617, loss: 1.1617, grad_norm: 9.3497 2020-08-06 04:08:41,520 - mmaction - INFO - Epoch [93][3420/3757] lr: 1.000e-04, eta: 14:26:33, time: 1.773, data_time: 0.009, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.2010, loss: 1.2010, grad_norm: 9.6296 2020-08-06 04:09:22,665 - mmaction - INFO - Epoch [93][3440/3757] lr: 1.000e-04, eta: 14:25:54, time: 2.048, data_time: 0.016, memory: 5166, top1_acc: 0.7359, top5_acc: 0.9055, loss_cls: 1.0823, loss: 1.0823, grad_norm: 9.3205 2020-08-06 04:10:03,587 - mmaction - INFO - Epoch [93][3460/3757] lr: 1.000e-04, eta: 14:25:15, time: 2.054, data_time: 0.013, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.1590, loss: 1.1590, grad_norm: 9.2570 2020-08-06 04:10:43,293 - mmaction - INFO - Epoch [93][3480/3757] lr: 1.000e-04, eta: 14:24:36, time: 1.985, data_time: 0.004, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8758, loss_cls: 1.2072, loss: 1.2072, grad_norm: 9.5070 2020-08-06 04:11:20,750 - mmaction - INFO - Epoch [93][3500/3757] lr: 1.000e-04, eta: 14:23:57, time: 1.872, data_time: 0.010, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1559, loss: 1.1559, grad_norm: 9.3330 2020-08-06 04:12:00,588 - mmaction - INFO - Epoch [93][3520/3757] lr: 1.000e-04, eta: 14:23:18, time: 1.994, data_time: 0.034, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1355, loss: 1.1355, grad_norm: 9.2747 2020-08-06 04:12:40,983 - mmaction - INFO - Epoch [93][3540/3757] lr: 1.000e-04, eta: 14:22:39, time: 2.017, data_time: 0.003, memory: 5166, top1_acc: 0.7445, top5_acc: 0.8945, loss_cls: 1.0567, loss: 1.0567, grad_norm: 9.0014 2020-08-06 04:13:16,586 - mmaction - INFO - Epoch [93][3560/3757] lr: 1.000e-04, eta: 14:22:00, time: 1.783, data_time: 0.009, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8672, loss_cls: 1.2153, loss: 1.2153, grad_norm: 9.3868 2020-08-06 04:13:59,789 - mmaction - INFO - Epoch [93][3580/3757] lr: 1.000e-04, eta: 14:21:21, time: 2.154, data_time: 0.286, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8867, loss_cls: 1.1167, loss: 1.1167, grad_norm: 9.2143 2020-08-06 04:14:40,813 - mmaction - INFO - Epoch [93][3600/3757] lr: 1.000e-04, eta: 14:20:42, time: 2.055, data_time: 0.428, memory: 5166, top1_acc: 0.7406, top5_acc: 0.9078, loss_cls: 1.0551, loss: 1.0551, grad_norm: 9.0094 2020-08-06 04:15:17,149 - mmaction - INFO - Epoch [93][3620/3757] lr: 1.000e-04, eta: 14:20:03, time: 1.810, data_time: 0.106, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8750, loss_cls: 1.1490, loss: 1.1490, grad_norm: 9.4056 2020-08-06 04:15:58,342 - mmaction - INFO - Epoch [93][3640/3757] lr: 1.000e-04, eta: 14:19:24, time: 2.070, data_time: 0.034, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0693, loss: 1.0693, grad_norm: 8.7590 2020-08-06 04:16:35,634 - mmaction - INFO - Epoch [93][3660/3757] lr: 1.000e-04, eta: 14:18:45, time: 1.856, data_time: 0.061, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.0778, loss: 1.0778, grad_norm: 9.1333 2020-08-06 04:17:15,767 - mmaction - INFO - Epoch [93][3680/3757] lr: 1.000e-04, eta: 14:18:06, time: 2.015, data_time: 0.011, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8805, loss_cls: 1.1905, loss: 1.1905, grad_norm: 9.6697 2020-08-06 04:17:54,413 - mmaction - INFO - Epoch [93][3700/3757] lr: 1.000e-04, eta: 14:17:27, time: 1.925, data_time: 0.008, memory: 5166, top1_acc: 0.7398, top5_acc: 0.9078, loss_cls: 1.0309, loss: 1.0309, grad_norm: 8.9054 2020-08-06 04:18:30,610 - mmaction - INFO - Epoch [93][3720/3757] lr: 1.000e-04, eta: 14:16:47, time: 1.817, data_time: 0.010, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8938, loss_cls: 1.2056, loss: 1.2056, grad_norm: 9.7169 2020-08-06 04:19:12,036 - mmaction - INFO - Epoch [93][3740/3757] lr: 1.000e-04, eta: 14:16:09, time: 2.070, data_time: 0.009, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8844, loss_cls: 1.1173, loss: 1.1173, grad_norm: 9.1597 2020-08-06 04:19:35,435 - mmaction - INFO - Saving checkpoint at 93 epochs 2020-08-06 04:20:32,319 - mmaction - INFO - Epoch [94][20/3757] lr: 1.000e-04, eta: 14:14:54, time: 2.745, data_time: 1.445, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.1602, loss: 1.1602, grad_norm: 9.4848 2020-08-06 04:21:12,900 - mmaction - INFO - Epoch [94][40/3757] lr: 1.000e-04, eta: 14:14:15, time: 2.036, data_time: 0.151, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8969, loss_cls: 1.1371, loss: 1.1371, grad_norm: 9.2902 2020-08-06 04:21:55,335 - mmaction - INFO - Epoch [94][60/3757] lr: 1.000e-04, eta: 14:13:37, time: 2.120, data_time: 0.043, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8969, loss_cls: 1.0833, loss: 1.0833, grad_norm: 9.0748 2020-08-06 04:22:32,483 - mmaction - INFO - Epoch [94][80/3757] lr: 1.000e-04, eta: 14:12:57, time: 1.852, data_time: 0.012, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8883, loss_cls: 1.1975, loss: 1.1975, grad_norm: 9.6080 2020-08-06 04:23:11,579 - mmaction - INFO - Epoch [94][100/3757] lr: 1.000e-04, eta: 14:12:18, time: 1.960, data_time: 0.404, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2221, loss: 1.2221, grad_norm: 9.6692 2020-08-06 04:23:50,799 - mmaction - INFO - Epoch [94][120/3757] lr: 1.000e-04, eta: 14:11:39, time: 1.956, data_time: 0.021, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8914, loss_cls: 1.1332, loss: 1.1332, grad_norm: 9.4087 2020-08-06 04:24:31,040 - mmaction - INFO - Epoch [94][140/3757] lr: 1.000e-04, eta: 14:11:01, time: 2.018, data_time: 0.171, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8820, loss_cls: 1.1799, loss: 1.1799, grad_norm: 9.2543 2020-08-06 04:25:07,994 - mmaction - INFO - Epoch [94][160/3757] lr: 1.000e-04, eta: 14:10:21, time: 1.846, data_time: 0.191, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1474, loss: 1.1474, grad_norm: 9.2462 2020-08-06 04:25:48,158 - mmaction - INFO - Epoch [94][180/3757] lr: 1.000e-04, eta: 14:09:42, time: 2.010, data_time: 0.849, memory: 5166, top1_acc: 0.7414, top5_acc: 0.8938, loss_cls: 1.0858, loss: 1.0858, grad_norm: 9.0050 2020-08-06 04:26:27,419 - mmaction - INFO - Epoch [94][200/3757] lr: 1.000e-04, eta: 14:09:03, time: 1.956, data_time: 0.871, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8969, loss_cls: 1.0835, loss: 1.0835, grad_norm: 9.1722 2020-08-06 04:27:07,933 - mmaction - INFO - Epoch [94][220/3757] lr: 1.000e-04, eta: 14:08:24, time: 2.029, data_time: 0.847, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8953, loss_cls: 1.1117, loss: 1.1117, grad_norm: 9.1709 2020-08-06 04:27:47,553 - mmaction - INFO - Epoch [94][240/3757] lr: 1.000e-04, eta: 14:07:45, time: 1.977, data_time: 1.261, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8891, loss_cls: 1.1325, loss: 1.1325, grad_norm: 8.9307 2020-08-06 04:28:23,932 - mmaction - INFO - Epoch [94][260/3757] lr: 1.000e-04, eta: 14:07:06, time: 1.825, data_time: 0.534, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8906, loss_cls: 1.1190, loss: 1.1190, grad_norm: 9.3835 2020-08-06 04:29:05,098 - mmaction - INFO - Epoch [94][280/3757] lr: 1.000e-04, eta: 14:06:27, time: 2.054, data_time: 0.640, memory: 5166, top1_acc: 0.7430, top5_acc: 0.8883, loss_cls: 1.0827, loss: 1.0827, grad_norm: 8.8342 2020-08-06 04:29:42,621 - mmaction - INFO - Epoch [94][300/3757] lr: 1.000e-04, eta: 14:05:48, time: 1.879, data_time: 1.299, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8883, loss_cls: 1.1931, loss: 1.1931, grad_norm: 9.5078 2020-08-06 04:30:20,767 - mmaction - INFO - Epoch [94][320/3757] lr: 1.000e-04, eta: 14:05:09, time: 1.904, data_time: 0.984, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8664, loss_cls: 1.2242, loss: 1.2242, grad_norm: 9.5276 2020-08-06 04:31:00,326 - mmaction - INFO - Epoch [94][340/3757] lr: 1.000e-04, eta: 14:04:30, time: 1.984, data_time: 0.822, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8859, loss_cls: 1.1187, loss: 1.1187, grad_norm: 9.2546 2020-08-06 04:31:38,309 - mmaction - INFO - Epoch [94][360/3757] lr: 1.000e-04, eta: 14:03:51, time: 1.890, data_time: 0.010, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1725, loss: 1.1725, grad_norm: 9.4686 2020-08-06 04:32:18,377 - mmaction - INFO - Epoch [94][380/3757] lr: 1.000e-04, eta: 14:03:12, time: 2.004, data_time: 0.027, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8969, loss_cls: 1.1005, loss: 1.1005, grad_norm: 9.5303 2020-08-06 04:32:55,725 - mmaction - INFO - Epoch [94][400/3757] lr: 1.000e-04, eta: 14:02:33, time: 1.871, data_time: 0.111, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1395, loss: 1.1395, grad_norm: 9.4529 2020-08-06 04:33:35,508 - mmaction - INFO - Epoch [94][420/3757] lr: 1.000e-04, eta: 14:01:54, time: 1.990, data_time: 0.014, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8875, loss_cls: 1.1997, loss: 1.1997, grad_norm: 9.3749 2020-08-06 04:34:15,510 - mmaction - INFO - Epoch [94][440/3757] lr: 1.000e-04, eta: 14:01:15, time: 2.002, data_time: 0.007, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8852, loss_cls: 1.1954, loss: 1.1954, grad_norm: 9.6784 2020-08-06 04:34:57,795 - mmaction - INFO - Epoch [94][460/3757] lr: 1.000e-04, eta: 14:00:36, time: 2.112, data_time: 0.026, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8883, loss_cls: 1.1211, loss: 1.1211, grad_norm: 9.1852 2020-08-06 04:35:32,110 - mmaction - INFO - Epoch [94][480/3757] lr: 1.000e-04, eta: 13:59:57, time: 1.720, data_time: 0.008, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8695, loss_cls: 1.1997, loss: 1.1997, grad_norm: 9.5670 2020-08-06 04:36:11,817 - mmaction - INFO - Epoch [94][500/3757] lr: 1.000e-04, eta: 13:59:18, time: 1.986, data_time: 0.106, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8883, loss_cls: 1.1839, loss: 1.1839, grad_norm: 9.6473 2020-08-06 04:36:51,164 - mmaction - INFO - Epoch [94][520/3757] lr: 1.000e-04, eta: 13:58:39, time: 1.967, data_time: 0.003, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8992, loss_cls: 1.1067, loss: 1.1067, grad_norm: 9.3450 2020-08-06 04:37:31,977 - mmaction - INFO - Epoch [94][540/3757] lr: 1.000e-04, eta: 13:58:00, time: 2.031, data_time: 0.027, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8930, loss_cls: 1.1059, loss: 1.1059, grad_norm: 9.2571 2020-08-06 04:38:11,095 - mmaction - INFO - Epoch [94][560/3757] lr: 1.000e-04, eta: 13:57:21, time: 1.966, data_time: 0.034, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.2065, loss: 1.2065, grad_norm: 9.4939 2020-08-06 04:38:48,777 - mmaction - INFO - Epoch [94][580/3757] lr: 1.000e-04, eta: 13:56:41, time: 1.878, data_time: 0.034, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.1500, loss: 1.1500, grad_norm: 9.4715 2020-08-06 04:39:28,103 - mmaction - INFO - Epoch [94][600/3757] lr: 1.000e-04, eta: 13:56:03, time: 1.972, data_time: 0.032, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1527, loss: 1.1527, grad_norm: 9.4260 2020-08-06 04:40:09,885 - mmaction - INFO - Epoch [94][620/3757] lr: 1.000e-04, eta: 13:55:24, time: 2.088, data_time: 0.008, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8938, loss_cls: 1.1613, loss: 1.1613, grad_norm: 9.1729 2020-08-06 04:40:49,003 - mmaction - INFO - Epoch [94][640/3757] lr: 1.000e-04, eta: 13:54:45, time: 1.957, data_time: 0.004, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1751, loss: 1.1751, grad_norm: 9.4877 2020-08-06 04:41:30,590 - mmaction - INFO - Epoch [94][660/3757] lr: 1.000e-04, eta: 13:54:06, time: 2.073, data_time: 0.009, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8898, loss_cls: 1.1284, loss: 1.1284, grad_norm: 9.3516 2020-08-06 04:42:09,312 - mmaction - INFO - Epoch [94][680/3757] lr: 1.000e-04, eta: 13:53:27, time: 1.942, data_time: 0.011, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8789, loss_cls: 1.1532, loss: 1.1532, grad_norm: 8.9886 2020-08-06 04:42:50,728 - mmaction - INFO - Epoch [94][700/3757] lr: 1.000e-04, eta: 13:52:48, time: 2.072, data_time: 0.005, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8805, loss_cls: 1.1677, loss: 1.1677, grad_norm: 9.1772 2020-08-06 04:43:25,712 - mmaction - INFO - Epoch [94][720/3757] lr: 1.000e-04, eta: 13:52:09, time: 1.748, data_time: 0.003, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8836, loss_cls: 1.1286, loss: 1.1286, grad_norm: 9.1403 2020-08-06 04:44:05,709 - mmaction - INFO - Epoch [94][740/3757] lr: 1.000e-04, eta: 13:51:30, time: 1.996, data_time: 0.004, memory: 5166, top1_acc: 0.7391, top5_acc: 0.8977, loss_cls: 1.0502, loss: 1.0502, grad_norm: 9.1995 2020-08-06 04:44:44,034 - mmaction - INFO - Epoch [94][760/3757] lr: 1.000e-04, eta: 13:50:51, time: 1.921, data_time: 0.010, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8797, loss_cls: 1.1598, loss: 1.1598, grad_norm: 9.2802 2020-08-06 04:45:23,375 - mmaction - INFO - Epoch [94][780/3757] lr: 1.000e-04, eta: 13:50:12, time: 1.960, data_time: 0.008, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.1512, loss: 1.1512, grad_norm: 9.0527 2020-08-06 04:46:02,169 - mmaction - INFO - Epoch [94][800/3757] lr: 1.000e-04, eta: 13:49:33, time: 1.947, data_time: 0.380, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.2103, loss: 1.2103, grad_norm: 9.2559 2020-08-06 04:46:40,563 - mmaction - INFO - Epoch [94][820/3757] lr: 1.000e-04, eta: 13:48:53, time: 1.911, data_time: 0.856, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8953, loss_cls: 1.1580, loss: 1.1580, grad_norm: 9.3581 2020-08-06 04:47:20,671 - mmaction - INFO - Epoch [94][840/3757] lr: 1.000e-04, eta: 13:48:15, time: 2.013, data_time: 0.438, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8789, loss_cls: 1.1213, loss: 1.1213, grad_norm: 9.2570 2020-08-06 04:47:58,466 - mmaction - INFO - Epoch [94][860/3757] lr: 1.000e-04, eta: 13:47:35, time: 1.891, data_time: 0.896, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.1774, loss: 1.1774, grad_norm: 9.4429 2020-08-06 04:48:36,932 - mmaction - INFO - Epoch [94][880/3757] lr: 1.000e-04, eta: 13:46:56, time: 1.923, data_time: 1.137, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.1986, loss: 1.1986, grad_norm: 9.4407 2020-08-06 04:49:16,970 - mmaction - INFO - Epoch [94][900/3757] lr: 1.000e-04, eta: 13:46:17, time: 2.002, data_time: 1.249, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8969, loss_cls: 1.0936, loss: 1.0936, grad_norm: 9.3316 2020-08-06 04:49:55,461 - mmaction - INFO - Epoch [94][920/3757] lr: 1.000e-04, eta: 13:45:38, time: 1.924, data_time: 0.496, memory: 5166, top1_acc: 0.7445, top5_acc: 0.9102, loss_cls: 1.0456, loss: 1.0456, grad_norm: 8.9844 2020-08-06 04:50:32,798 - mmaction - INFO - Epoch [94][940/3757] lr: 1.000e-04, eta: 13:44:59, time: 1.864, data_time: 0.003, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8680, loss_cls: 1.2254, loss: 1.2254, grad_norm: 9.7839 2020-08-06 04:51:11,580 - mmaction - INFO - Epoch [94][960/3757] lr: 1.000e-04, eta: 13:44:20, time: 1.937, data_time: 0.183, memory: 5166, top1_acc: 0.7164, top5_acc: 0.9070, loss_cls: 1.1360, loss: 1.1360, grad_norm: 9.4912 2020-08-06 04:51:53,634 - mmaction - INFO - Epoch [94][980/3757] lr: 1.000e-04, eta: 13:43:41, time: 2.105, data_time: 0.749, memory: 5166, top1_acc: 0.7398, top5_acc: 0.8875, loss_cls: 1.1144, loss: 1.1144, grad_norm: 9.0490 2020-08-06 04:52:31,741 - mmaction - INFO - Epoch [94][1000/3757] lr: 1.000e-04, eta: 13:43:02, time: 1.909, data_time: 0.005, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8773, loss_cls: 1.1244, loss: 1.1244, grad_norm: 9.1818 2020-08-06 04:53:07,000 - mmaction - INFO - Epoch [94][1020/3757] lr: 1.000e-04, eta: 13:42:23, time: 1.752, data_time: 0.009, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8938, loss_cls: 1.1491, loss: 1.1491, grad_norm: 9.5863 2020-08-06 04:53:45,073 - mmaction - INFO - Epoch [94][1040/3757] lr: 1.000e-04, eta: 13:41:43, time: 1.910, data_time: 0.013, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.1879, loss: 1.1879, grad_norm: 9.3126 2020-08-06 04:54:25,535 - mmaction - INFO - Epoch [94][1060/3757] lr: 1.000e-04, eta: 13:41:05, time: 2.025, data_time: 0.008, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8672, loss_cls: 1.2349, loss: 1.2349, grad_norm: 9.5114 2020-08-06 04:55:06,354 - mmaction - INFO - Epoch [94][1080/3757] lr: 1.000e-04, eta: 13:40:26, time: 2.037, data_time: 0.011, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.2171, loss: 1.2171, grad_norm: 9.8754 2020-08-06 04:55:47,397 - mmaction - INFO - Epoch [94][1100/3757] lr: 1.000e-04, eta: 13:39:47, time: 2.058, data_time: 0.009, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8836, loss_cls: 1.1283, loss: 1.1283, grad_norm: 9.3453 2020-08-06 04:56:28,134 - mmaction - INFO - Epoch [94][1120/3757] lr: 1.000e-04, eta: 13:39:08, time: 2.029, data_time: 0.010, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8797, loss_cls: 1.1341, loss: 1.1341, grad_norm: 9.0582 2020-08-06 04:57:07,195 - mmaction - INFO - Epoch [94][1140/3757] lr: 1.000e-04, eta: 13:38:29, time: 1.961, data_time: 0.011, memory: 5166, top1_acc: 0.7266, top5_acc: 0.9047, loss_cls: 1.0819, loss: 1.0819, grad_norm: 9.2992 2020-08-06 04:57:45,050 - mmaction - INFO - Epoch [94][1160/3757] lr: 1.000e-04, eta: 13:37:50, time: 1.892, data_time: 0.008, memory: 5166, top1_acc: 0.7336, top5_acc: 0.9023, loss_cls: 1.0841, loss: 1.0841, grad_norm: 9.0546 2020-08-06 04:58:26,460 - mmaction - INFO - Epoch [94][1180/3757] lr: 1.000e-04, eta: 13:37:11, time: 2.069, data_time: 0.004, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8703, loss_cls: 1.2214, loss: 1.2214, grad_norm: 9.4209 2020-08-06 04:59:04,366 - mmaction - INFO - Epoch [94][1200/3757] lr: 1.000e-04, eta: 13:36:32, time: 1.894, data_time: 0.010, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8852, loss_cls: 1.1316, loss: 1.1316, grad_norm: 9.0913 2020-08-06 04:59:44,380 - mmaction - INFO - Epoch [94][1220/3757] lr: 1.000e-04, eta: 13:35:53, time: 2.002, data_time: 0.009, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8898, loss_cls: 1.1881, loss: 1.1881, grad_norm: 9.7021 2020-08-06 05:00:16,389 - mmaction - INFO - Epoch [94][1240/3757] lr: 1.000e-04, eta: 13:35:13, time: 1.585, data_time: 0.004, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8883, loss_cls: 1.1071, loss: 1.1071, grad_norm: 9.0679 2020-08-06 05:00:56,487 - mmaction - INFO - Epoch [94][1260/3757] lr: 1.000e-04, eta: 13:34:34, time: 2.022, data_time: 0.189, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8906, loss_cls: 1.1333, loss: 1.1333, grad_norm: 9.1932 2020-08-06 05:01:36,362 - mmaction - INFO - Epoch [94][1280/3757] lr: 1.000e-04, eta: 13:33:55, time: 1.984, data_time: 0.009, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1167, loss: 1.1167, grad_norm: 9.1962 2020-08-06 05:02:14,506 - mmaction - INFO - Epoch [94][1300/3757] lr: 1.000e-04, eta: 13:33:16, time: 1.916, data_time: 0.012, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8977, loss_cls: 1.0896, loss: 1.0896, grad_norm: 9.3238 2020-08-06 05:02:56,767 - mmaction - INFO - Epoch [94][1320/3757] lr: 1.000e-04, eta: 13:32:38, time: 2.107, data_time: 0.008, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8883, loss_cls: 1.1168, loss: 1.1168, grad_norm: 9.2481 2020-08-06 05:03:36,396 - mmaction - INFO - Epoch [94][1340/3757] lr: 1.000e-04, eta: 13:31:59, time: 1.985, data_time: 0.012, memory: 5166, top1_acc: 0.7422, top5_acc: 0.8906, loss_cls: 1.0806, loss: 1.0806, grad_norm: 8.9611 2020-08-06 05:04:15,510 - mmaction - INFO - Epoch [94][1360/3757] lr: 1.000e-04, eta: 13:31:20, time: 1.959, data_time: 0.008, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8891, loss_cls: 1.1555, loss: 1.1555, grad_norm: 9.3679 2020-08-06 05:04:53,993 - mmaction - INFO - Epoch [94][1380/3757] lr: 1.000e-04, eta: 13:30:40, time: 1.917, data_time: 0.008, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8984, loss_cls: 1.0736, loss: 1.0736, grad_norm: 9.0646 2020-08-06 05:05:31,177 - mmaction - INFO - Epoch [94][1400/3757] lr: 1.000e-04, eta: 13:30:01, time: 1.865, data_time: 0.010, memory: 5166, top1_acc: 0.7414, top5_acc: 0.9047, loss_cls: 1.0474, loss: 1.0474, grad_norm: 8.8926 2020-08-06 05:06:13,153 - mmaction - INFO - Epoch [94][1420/3757] lr: 1.000e-04, eta: 13:29:22, time: 2.092, data_time: 0.162, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1489, loss: 1.1489, grad_norm: 9.2430 2020-08-06 05:06:55,724 - mmaction - INFO - Epoch [94][1440/3757] lr: 1.000e-04, eta: 13:28:44, time: 2.135, data_time: 0.080, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8898, loss_cls: 1.1056, loss: 1.1056, grad_norm: 9.0966 2020-08-06 05:07:34,709 - mmaction - INFO - Epoch [94][1460/3757] lr: 1.000e-04, eta: 13:28:05, time: 1.946, data_time: 0.009, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8828, loss_cls: 1.1377, loss: 1.1377, grad_norm: 9.0814 2020-08-06 05:08:11,220 - mmaction - INFO - Epoch [94][1480/3757] lr: 1.000e-04, eta: 13:27:26, time: 1.827, data_time: 0.012, memory: 5166, top1_acc: 0.7430, top5_acc: 0.9023, loss_cls: 1.0723, loss: 1.0723, grad_norm: 8.9991 2020-08-06 05:08:51,376 - mmaction - INFO - Epoch [94][1500/3757] lr: 1.000e-04, eta: 13:26:47, time: 2.007, data_time: 0.176, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8883, loss_cls: 1.1750, loss: 1.1750, grad_norm: 9.9976 2020-08-06 05:09:28,974 - mmaction - INFO - Epoch [94][1520/3757] lr: 1.000e-04, eta: 13:26:07, time: 1.883, data_time: 0.007, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.2096, loss: 1.2096, grad_norm: 9.7455 2020-08-06 05:10:09,775 - mmaction - INFO - Epoch [94][1540/3757] lr: 1.000e-04, eta: 13:25:29, time: 2.034, data_time: 0.009, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8914, loss_cls: 1.1531, loss: 1.1531, grad_norm: 9.2135 2020-08-06 05:10:50,448 - mmaction - INFO - Epoch [94][1560/3757] lr: 1.000e-04, eta: 13:24:50, time: 2.040, data_time: 0.008, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8938, loss_cls: 1.1933, loss: 1.1933, grad_norm: 9.4977 2020-08-06 05:11:30,243 - mmaction - INFO - Epoch [94][1580/3757] lr: 1.000e-04, eta: 13:24:11, time: 1.987, data_time: 0.009, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8773, loss_cls: 1.1551, loss: 1.1551, grad_norm: 9.2721 2020-08-06 05:12:11,077 - mmaction - INFO - Epoch [94][1600/3757] lr: 1.000e-04, eta: 13:23:32, time: 2.036, data_time: 0.010, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8938, loss_cls: 1.0816, loss: 1.0816, grad_norm: 9.1856 2020-08-06 05:12:50,204 - mmaction - INFO - Epoch [94][1620/3757] lr: 1.000e-04, eta: 13:22:53, time: 1.963, data_time: 0.011, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1664, loss: 1.1664, grad_norm: 9.2946 2020-08-06 05:13:31,162 - mmaction - INFO - Epoch [94][1640/3757] lr: 1.000e-04, eta: 13:22:14, time: 2.049, data_time: 0.010, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.1996, loss: 1.1996, grad_norm: 9.2150 2020-08-06 05:14:08,982 - mmaction - INFO - Epoch [94][1660/3757] lr: 1.000e-04, eta: 13:21:35, time: 1.888, data_time: 0.024, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.1969, loss: 1.1969, grad_norm: 9.3337 2020-08-06 05:14:48,672 - mmaction - INFO - Epoch [94][1680/3757] lr: 1.000e-04, eta: 13:20:56, time: 1.988, data_time: 0.009, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8961, loss_cls: 1.1139, loss: 1.1139, grad_norm: 9.0967 2020-08-06 05:15:28,559 - mmaction - INFO - Epoch [94][1700/3757] lr: 1.000e-04, eta: 13:20:17, time: 1.987, data_time: 0.007, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1816, loss: 1.1816, grad_norm: 9.3298 2020-08-06 05:16:06,046 - mmaction - INFO - Epoch [94][1720/3757] lr: 1.000e-04, eta: 13:19:38, time: 1.879, data_time: 0.009, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8773, loss_cls: 1.2255, loss: 1.2255, grad_norm: 9.7005 2020-08-06 05:16:43,722 - mmaction - INFO - Epoch [94][1740/3757] lr: 1.000e-04, eta: 13:18:59, time: 1.879, data_time: 0.009, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8664, loss_cls: 1.1918, loss: 1.1918, grad_norm: 9.2255 2020-08-06 05:17:25,658 - mmaction - INFO - Epoch [94][1760/3757] lr: 1.000e-04, eta: 13:18:20, time: 2.098, data_time: 0.009, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1549, loss: 1.1549, grad_norm: 9.3795 2020-08-06 05:18:05,375 - mmaction - INFO - Epoch [94][1780/3757] lr: 1.000e-04, eta: 13:17:41, time: 1.983, data_time: 0.013, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8930, loss_cls: 1.1319, loss: 1.1319, grad_norm: 8.9524 2020-08-06 05:18:43,111 - mmaction - INFO - Epoch [94][1800/3757] lr: 1.000e-04, eta: 13:17:02, time: 1.896, data_time: 0.011, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8797, loss_cls: 1.1253, loss: 1.1253, grad_norm: 9.1970 2020-08-06 05:19:22,045 - mmaction - INFO - Epoch [94][1820/3757] lr: 1.000e-04, eta: 13:16:23, time: 1.939, data_time: 0.009, memory: 5166, top1_acc: 0.7328, top5_acc: 0.9039, loss_cls: 1.0843, loss: 1.0843, grad_norm: 9.3502 2020-08-06 05:20:00,401 - mmaction - INFO - Epoch [94][1840/3757] lr: 1.000e-04, eta: 13:15:44, time: 1.925, data_time: 0.010, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1523, loss: 1.1523, grad_norm: 9.1351 2020-08-06 05:20:35,965 - mmaction - INFO - Epoch [94][1860/3757] lr: 1.000e-04, eta: 13:15:04, time: 1.771, data_time: 0.009, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8695, loss_cls: 1.1917, loss: 1.1917, grad_norm: 9.2695 2020-08-06 05:21:13,403 - mmaction - INFO - Epoch [94][1880/3757] lr: 1.000e-04, eta: 13:14:25, time: 1.877, data_time: 0.010, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8750, loss_cls: 1.2182, loss: 1.2182, grad_norm: 9.6092 2020-08-06 05:21:52,072 - mmaction - INFO - Epoch [94][1900/3757] lr: 1.000e-04, eta: 13:13:46, time: 1.936, data_time: 0.010, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.1352, loss: 1.1352, grad_norm: 9.2472 2020-08-06 05:22:31,708 - mmaction - INFO - Epoch [94][1920/3757] lr: 1.000e-04, eta: 13:13:07, time: 1.981, data_time: 0.003, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8828, loss_cls: 1.1609, loss: 1.1609, grad_norm: 9.3840 2020-08-06 05:23:12,173 - mmaction - INFO - Epoch [94][1940/3757] lr: 1.000e-04, eta: 13:12:28, time: 2.018, data_time: 0.009, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8930, loss_cls: 1.0824, loss: 1.0824, grad_norm: 9.1660 2020-08-06 05:23:51,067 - mmaction - INFO - Epoch [94][1960/3757] lr: 1.000e-04, eta: 13:11:49, time: 1.947, data_time: 0.009, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8773, loss_cls: 1.1700, loss: 1.1700, grad_norm: 9.4022 2020-08-06 05:24:30,337 - mmaction - INFO - Epoch [94][1980/3757] lr: 1.000e-04, eta: 13:11:10, time: 1.967, data_time: 0.009, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.1355, loss: 1.1355, grad_norm: 9.3343 2020-08-06 05:25:08,261 - mmaction - INFO - Epoch [94][2000/3757] lr: 1.000e-04, eta: 13:10:31, time: 1.894, data_time: 0.008, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8930, loss_cls: 1.1465, loss: 1.1465, grad_norm: 9.4315 2020-08-06 05:25:45,982 - mmaction - INFO - Epoch [94][2020/3757] lr: 1.000e-04, eta: 13:09:52, time: 1.887, data_time: 0.013, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1402, loss: 1.1402, grad_norm: 9.1984 2020-08-06 05:26:26,752 - mmaction - INFO - Epoch [94][2040/3757] lr: 1.000e-04, eta: 13:09:13, time: 2.038, data_time: 0.010, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1386, loss: 1.1386, grad_norm: 9.4879 2020-08-06 05:27:03,148 - mmaction - INFO - Epoch [94][2060/3757] lr: 1.000e-04, eta: 13:08:33, time: 1.818, data_time: 0.153, memory: 5166, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 1.0579, loss: 1.0579, grad_norm: 9.0377 2020-08-06 05:27:41,466 - mmaction - INFO - Epoch [94][2080/3757] lr: 1.000e-04, eta: 13:07:54, time: 1.917, data_time: 0.821, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8898, loss_cls: 1.0907, loss: 1.0907, grad_norm: 9.2034 2020-08-06 05:28:19,631 - mmaction - INFO - Epoch [94][2100/3757] lr: 1.000e-04, eta: 13:07:15, time: 1.903, data_time: 0.213, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8789, loss_cls: 1.1744, loss: 1.1744, grad_norm: 9.3526 2020-08-06 05:29:00,153 - mmaction - INFO - Epoch [94][2120/3757] lr: 1.000e-04, eta: 13:06:36, time: 2.034, data_time: 1.120, memory: 5166, top1_acc: 0.7555, top5_acc: 0.9016, loss_cls: 1.0332, loss: 1.0332, grad_norm: 9.0435 2020-08-06 05:29:39,950 - mmaction - INFO - Epoch [94][2140/3757] lr: 1.000e-04, eta: 13:05:57, time: 1.982, data_time: 1.058, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8734, loss_cls: 1.2657, loss: 1.2657, grad_norm: 9.5728 2020-08-06 05:30:20,473 - mmaction - INFO - Epoch [94][2160/3757] lr: 1.000e-04, eta: 13:05:18, time: 2.034, data_time: 0.476, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8984, loss_cls: 1.1123, loss: 1.1123, grad_norm: 9.4271 2020-08-06 05:30:59,461 - mmaction - INFO - Epoch [94][2180/3757] lr: 1.000e-04, eta: 13:04:39, time: 1.942, data_time: 0.246, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8805, loss_cls: 1.1625, loss: 1.1625, grad_norm: 9.5535 2020-08-06 05:31:39,438 - mmaction - INFO - Epoch [94][2200/3757] lr: 1.000e-04, eta: 13:04:00, time: 2.004, data_time: 0.996, memory: 5166, top1_acc: 0.7414, top5_acc: 0.9031, loss_cls: 1.0568, loss: 1.0568, grad_norm: 9.0604 2020-08-06 05:32:17,759 - mmaction - INFO - Epoch [94][2220/3757] lr: 1.000e-04, eta: 13:03:21, time: 1.917, data_time: 0.215, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8945, loss_cls: 1.1204, loss: 1.1204, grad_norm: 9.2301 2020-08-06 05:32:59,330 - mmaction - INFO - Epoch [94][2240/3757] lr: 1.000e-04, eta: 13:02:43, time: 2.077, data_time: 0.114, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8883, loss_cls: 1.1285, loss: 1.1285, grad_norm: 9.2069 2020-08-06 05:33:39,969 - mmaction - INFO - Epoch [94][2260/3757] lr: 1.000e-04, eta: 13:02:04, time: 2.029, data_time: 0.018, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1315, loss: 1.1315, grad_norm: 9.3117 2020-08-06 05:34:17,672 - mmaction - INFO - Epoch [94][2280/3757] lr: 1.000e-04, eta: 13:01:25, time: 1.891, data_time: 0.008, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8875, loss_cls: 1.1442, loss: 1.1442, grad_norm: 9.3739 2020-08-06 05:34:56,951 - mmaction - INFO - Epoch [94][2300/3757] lr: 1.000e-04, eta: 13:00:46, time: 1.960, data_time: 0.007, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8906, loss_cls: 1.1134, loss: 1.1134, grad_norm: 9.2858 2020-08-06 05:35:37,275 - mmaction - INFO - Epoch [94][2320/3757] lr: 1.000e-04, eta: 13:00:07, time: 2.020, data_time: 0.008, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8867, loss_cls: 1.1237, loss: 1.1237, grad_norm: 9.2386 2020-08-06 05:36:14,588 - mmaction - INFO - Epoch [94][2340/3757] lr: 1.000e-04, eta: 12:59:27, time: 1.864, data_time: 0.009, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1629, loss: 1.1629, grad_norm: 9.3161 2020-08-06 05:36:53,333 - mmaction - INFO - Epoch [94][2360/3757] lr: 1.000e-04, eta: 12:58:48, time: 1.939, data_time: 0.005, memory: 5166, top1_acc: 0.7273, top5_acc: 0.9008, loss_cls: 1.0826, loss: 1.0826, grad_norm: 9.1220 2020-08-06 05:37:34,273 - mmaction - INFO - Epoch [94][2380/3757] lr: 1.000e-04, eta: 12:58:10, time: 2.043, data_time: 0.029, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1055, loss: 1.1055, grad_norm: 9.1309 2020-08-06 05:38:11,759 - mmaction - INFO - Epoch [94][2400/3757] lr: 1.000e-04, eta: 12:57:30, time: 1.878, data_time: 0.009, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8844, loss_cls: 1.1258, loss: 1.1258, grad_norm: 9.2927 2020-08-06 05:38:53,158 - mmaction - INFO - Epoch [94][2420/3757] lr: 1.000e-04, eta: 12:56:52, time: 2.064, data_time: 0.026, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8914, loss_cls: 1.0924, loss: 1.0924, grad_norm: 9.4650 2020-08-06 05:39:32,809 - mmaction - INFO - Epoch [94][2440/3757] lr: 1.000e-04, eta: 12:56:13, time: 1.990, data_time: 0.010, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1569, loss: 1.1569, grad_norm: 9.5432 2020-08-06 05:40:12,105 - mmaction - INFO - Epoch [94][2460/3757] lr: 1.000e-04, eta: 12:55:34, time: 1.962, data_time: 0.010, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8812, loss_cls: 1.1747, loss: 1.1747, grad_norm: 9.0975 2020-08-06 05:40:51,374 - mmaction - INFO - Epoch [94][2480/3757] lr: 1.000e-04, eta: 12:54:55, time: 1.965, data_time: 0.005, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8969, loss_cls: 1.1173, loss: 1.1173, grad_norm: 9.3219 2020-08-06 05:41:31,935 - mmaction - INFO - Epoch [94][2500/3757] lr: 1.000e-04, eta: 12:54:16, time: 2.017, data_time: 0.010, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8727, loss_cls: 1.2111, loss: 1.2111, grad_norm: 9.7664 2020-08-06 05:42:12,018 - mmaction - INFO - Epoch [94][2520/3757] lr: 1.000e-04, eta: 12:53:37, time: 2.013, data_time: 0.014, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8766, loss_cls: 1.1693, loss: 1.1693, grad_norm: 9.3545 2020-08-06 05:42:53,391 - mmaction - INFO - Epoch [94][2540/3757] lr: 1.000e-04, eta: 12:52:58, time: 2.071, data_time: 0.005, memory: 5166, top1_acc: 0.7492, top5_acc: 0.9078, loss_cls: 1.0146, loss: 1.0146, grad_norm: 9.1752 2020-08-06 05:43:31,814 - mmaction - INFO - Epoch [94][2560/3757] lr: 1.000e-04, eta: 12:52:19, time: 1.920, data_time: 0.007, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8898, loss_cls: 1.1397, loss: 1.1397, grad_norm: 9.6677 2020-08-06 05:44:09,092 - mmaction - INFO - Epoch [94][2580/3757] lr: 1.000e-04, eta: 12:51:40, time: 1.865, data_time: 0.003, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8961, loss_cls: 1.0974, loss: 1.0974, grad_norm: 9.1053 2020-08-06 05:44:50,174 - mmaction - INFO - Epoch [94][2600/3757] lr: 1.000e-04, eta: 12:51:01, time: 2.049, data_time: 0.008, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1356, loss: 1.1356, grad_norm: 9.2720 2020-08-06 05:45:29,988 - mmaction - INFO - Epoch [94][2620/3757] lr: 1.000e-04, eta: 12:50:22, time: 1.994, data_time: 0.009, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.1583, loss: 1.1583, grad_norm: 9.5024 2020-08-06 05:46:07,016 - mmaction - INFO - Epoch [94][2640/3757] lr: 1.000e-04, eta: 12:49:43, time: 1.852, data_time: 0.096, memory: 5166, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.2407, loss: 1.2407, grad_norm: 9.5183 2020-08-06 05:46:46,918 - mmaction - INFO - Epoch [94][2660/3757] lr: 1.000e-04, eta: 12:49:04, time: 1.991, data_time: 0.102, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8836, loss_cls: 1.1318, loss: 1.1318, grad_norm: 9.3587 2020-08-06 05:47:26,581 - mmaction - INFO - Epoch [94][2680/3757] lr: 1.000e-04, eta: 12:48:25, time: 1.988, data_time: 0.326, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.1774, loss: 1.1774, grad_norm: 9.6260 2020-08-06 05:48:04,903 - mmaction - INFO - Epoch [94][2700/3757] lr: 1.000e-04, eta: 12:47:46, time: 1.912, data_time: 0.923, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.1537, loss: 1.1537, grad_norm: 9.4202 2020-08-06 05:48:42,793 - mmaction - INFO - Epoch [94][2720/3757] lr: 1.000e-04, eta: 12:47:06, time: 1.899, data_time: 0.763, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8844, loss_cls: 1.1280, loss: 1.1280, grad_norm: 9.3378 2020-08-06 05:49:23,084 - mmaction - INFO - Epoch [94][2740/3757] lr: 1.000e-04, eta: 12:46:28, time: 2.016, data_time: 0.753, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8836, loss_cls: 1.1456, loss: 1.1456, grad_norm: 9.1625 2020-08-06 05:49:59,444 - mmaction - INFO - Epoch [94][2760/3757] lr: 1.000e-04, eta: 12:45:48, time: 1.817, data_time: 0.834, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8883, loss_cls: 1.1304, loss: 1.1304, grad_norm: 9.4551 2020-08-06 05:50:42,198 - mmaction - INFO - Epoch [94][2780/3757] lr: 1.000e-04, eta: 12:45:10, time: 2.129, data_time: 1.213, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8852, loss_cls: 1.1418, loss: 1.1418, grad_norm: 9.4774 2020-08-06 05:51:21,277 - mmaction - INFO - Epoch [94][2800/3757] lr: 1.000e-04, eta: 12:44:31, time: 1.962, data_time: 1.031, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.2520, loss: 1.2520, grad_norm: 9.9404 2020-08-06 05:51:59,630 - mmaction - INFO - Epoch [94][2820/3757] lr: 1.000e-04, eta: 12:43:51, time: 1.914, data_time: 1.345, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8742, loss_cls: 1.1501, loss: 1.1501, grad_norm: 9.2032 2020-08-06 05:52:39,392 - mmaction - INFO - Epoch [94][2840/3757] lr: 1.000e-04, eta: 12:43:12, time: 1.992, data_time: 1.315, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8711, loss_cls: 1.1891, loss: 1.1891, grad_norm: 9.1037 2020-08-06 05:53:19,150 - mmaction - INFO - Epoch [94][2860/3757] lr: 1.000e-04, eta: 12:42:34, time: 1.978, data_time: 1.287, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8891, loss_cls: 1.1924, loss: 1.1924, grad_norm: 9.7024 2020-08-06 05:53:59,329 - mmaction - INFO - Epoch [94][2880/3757] lr: 1.000e-04, eta: 12:41:55, time: 2.017, data_time: 1.443, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8953, loss_cls: 1.1285, loss: 1.1285, grad_norm: 9.2625 2020-08-06 05:54:39,020 - mmaction - INFO - Epoch [94][2900/3757] lr: 1.000e-04, eta: 12:41:16, time: 1.981, data_time: 1.300, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8680, loss_cls: 1.2309, loss: 1.2309, grad_norm: 9.3928 2020-08-06 05:55:21,327 - mmaction - INFO - Epoch [94][2920/3757] lr: 1.000e-04, eta: 12:40:37, time: 2.112, data_time: 0.761, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8898, loss_cls: 1.1135, loss: 1.1135, grad_norm: 9.2761 2020-08-06 05:55:58,440 - mmaction - INFO - Epoch [94][2940/3757] lr: 1.000e-04, eta: 12:39:58, time: 1.864, data_time: 0.095, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1009, loss: 1.1009, grad_norm: 9.3581 2020-08-06 05:56:37,630 - mmaction - INFO - Epoch [94][2960/3757] lr: 1.000e-04, eta: 12:39:19, time: 1.960, data_time: 0.022, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8805, loss_cls: 1.1495, loss: 1.1495, grad_norm: 9.3253 2020-08-06 05:57:16,103 - mmaction - INFO - Epoch [94][2980/3757] lr: 1.000e-04, eta: 12:38:40, time: 1.921, data_time: 0.003, memory: 5166, top1_acc: 0.7445, top5_acc: 0.8867, loss_cls: 1.1169, loss: 1.1169, grad_norm: 9.0163 2020-08-06 05:57:55,263 - mmaction - INFO - Epoch [94][3000/3757] lr: 1.000e-04, eta: 12:38:01, time: 1.961, data_time: 0.023, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.1535, loss: 1.1535, grad_norm: 9.0290 2020-08-06 05:58:34,610 - mmaction - INFO - Epoch [94][3020/3757] lr: 1.000e-04, eta: 12:37:22, time: 1.967, data_time: 0.002, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1814, loss: 1.1814, grad_norm: 9.4995 2020-08-06 05:59:11,919 - mmaction - INFO - Epoch [94][3040/3757] lr: 1.000e-04, eta: 12:36:42, time: 1.863, data_time: 0.008, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1404, loss: 1.1404, grad_norm: 9.3273 2020-08-06 05:59:53,942 - mmaction - INFO - Epoch [94][3060/3757] lr: 1.000e-04, eta: 12:36:04, time: 2.103, data_time: 0.124, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8703, loss_cls: 1.1915, loss: 1.1915, grad_norm: 9.4557 2020-08-06 06:00:32,983 - mmaction - INFO - Epoch [94][3080/3757] lr: 1.000e-04, eta: 12:35:25, time: 1.939, data_time: 0.620, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8977, loss_cls: 1.0985, loss: 1.0985, grad_norm: 8.9890 2020-08-06 06:01:12,396 - mmaction - INFO - Epoch [94][3100/3757] lr: 1.000e-04, eta: 12:34:46, time: 1.985, data_time: 0.055, memory: 5166, top1_acc: 0.7344, top5_acc: 0.9047, loss_cls: 1.0692, loss: 1.0692, grad_norm: 9.2013 2020-08-06 06:01:49,058 - mmaction - INFO - Epoch [94][3120/3757] lr: 1.000e-04, eta: 12:34:06, time: 1.830, data_time: 0.086, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8914, loss_cls: 1.0960, loss: 1.0960, grad_norm: 9.2065 2020-08-06 06:02:31,213 - mmaction - INFO - Epoch [94][3140/3757] lr: 1.000e-04, eta: 12:33:28, time: 2.110, data_time: 0.043, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1355, loss: 1.1355, grad_norm: 9.3586 2020-08-06 06:03:08,788 - mmaction - INFO - Epoch [94][3160/3757] lr: 1.000e-04, eta: 12:32:48, time: 1.870, data_time: 0.105, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8820, loss_cls: 1.1625, loss: 1.1625, grad_norm: 9.3965 2020-08-06 06:03:46,998 - mmaction - INFO - Epoch [94][3180/3757] lr: 1.000e-04, eta: 12:32:09, time: 1.921, data_time: 0.431, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.1871, loss: 1.1871, grad_norm: 9.5157 2020-08-06 06:04:28,996 - mmaction - INFO - Epoch [94][3200/3757] lr: 1.000e-04, eta: 12:31:31, time: 2.098, data_time: 0.019, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1686, loss: 1.1686, grad_norm: 9.3203 2020-08-06 06:05:07,006 - mmaction - INFO - Epoch [94][3220/3757] lr: 1.000e-04, eta: 12:30:51, time: 1.901, data_time: 0.010, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8812, loss_cls: 1.1506, loss: 1.1506, grad_norm: 9.3898 2020-08-06 06:05:44,420 - mmaction - INFO - Epoch [94][3240/3757] lr: 1.000e-04, eta: 12:30:12, time: 1.867, data_time: 0.057, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8938, loss_cls: 1.0852, loss: 1.0852, grad_norm: 9.0805 2020-08-06 06:06:25,878 - mmaction - INFO - Epoch [94][3260/3757] lr: 1.000e-04, eta: 12:29:33, time: 2.077, data_time: 0.079, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1542, loss: 1.1542, grad_norm: 9.3159 2020-08-06 06:07:06,360 - mmaction - INFO - Epoch [94][3280/3757] lr: 1.000e-04, eta: 12:28:55, time: 2.021, data_time: 0.003, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8805, loss_cls: 1.1743, loss: 1.1743, grad_norm: 9.3471 2020-08-06 06:07:40,759 - mmaction - INFO - Epoch [94][3300/3757] lr: 1.000e-04, eta: 12:28:15, time: 1.716, data_time: 0.011, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8734, loss_cls: 1.2185, loss: 1.2185, grad_norm: 9.7295 2020-08-06 06:08:21,672 - mmaction - INFO - Epoch [94][3320/3757] lr: 1.000e-04, eta: 12:27:36, time: 2.052, data_time: 0.010, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2155, loss: 1.2155, grad_norm: 9.8559 2020-08-06 06:09:02,765 - mmaction - INFO - Epoch [94][3340/3757] lr: 1.000e-04, eta: 12:26:57, time: 2.055, data_time: 0.008, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8836, loss_cls: 1.1439, loss: 1.1439, grad_norm: 9.3222 2020-08-06 06:09:39,891 - mmaction - INFO - Epoch [94][3360/3757] lr: 1.000e-04, eta: 12:26:18, time: 1.856, data_time: 0.003, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8930, loss_cls: 1.0974, loss: 1.0974, grad_norm: 9.0977 2020-08-06 06:10:21,406 - mmaction - INFO - Epoch [94][3380/3757] lr: 1.000e-04, eta: 12:25:39, time: 2.066, data_time: 0.013, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8945, loss_cls: 1.1298, loss: 1.1298, grad_norm: 9.2232 2020-08-06 06:11:02,007 - mmaction - INFO - Epoch [94][3400/3757] lr: 1.000e-04, eta: 12:25:00, time: 2.041, data_time: 0.013, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8758, loss_cls: 1.1426, loss: 1.1426, grad_norm: 9.7478 2020-08-06 06:11:40,016 - mmaction - INFO - Epoch [94][3420/3757] lr: 1.000e-04, eta: 12:24:21, time: 1.893, data_time: 0.007, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.1968, loss: 1.1968, grad_norm: 9.5848 2020-08-06 06:12:22,018 - mmaction - INFO - Epoch [94][3440/3757] lr: 1.000e-04, eta: 12:23:43, time: 2.107, data_time: 0.289, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8844, loss_cls: 1.1275, loss: 1.1275, grad_norm: 9.0497 2020-08-06 06:12:57,994 - mmaction - INFO - Epoch [94][3460/3757] lr: 1.000e-04, eta: 12:23:03, time: 1.796, data_time: 0.586, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8773, loss_cls: 1.1426, loss: 1.1426, grad_norm: 9.4924 2020-08-06 06:13:37,981 - mmaction - INFO - Epoch [94][3480/3757] lr: 1.000e-04, eta: 12:22:24, time: 1.996, data_time: 0.870, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8828, loss_cls: 1.1751, loss: 1.1751, grad_norm: 9.5978 2020-08-06 06:14:15,685 - mmaction - INFO - Epoch [94][3500/3757] lr: 1.000e-04, eta: 12:21:45, time: 1.892, data_time: 0.009, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8914, loss_cls: 1.1503, loss: 1.1503, grad_norm: 9.5141 2020-08-06 06:14:57,951 - mmaction - INFO - Epoch [94][3520/3757] lr: 1.000e-04, eta: 12:21:06, time: 2.105, data_time: 0.008, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8977, loss_cls: 1.0951, loss: 1.0951, grad_norm: 9.2670 2020-08-06 06:15:38,014 - mmaction - INFO - Epoch [94][3540/3757] lr: 1.000e-04, eta: 12:20:27, time: 2.009, data_time: 0.011, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8922, loss_cls: 1.1536, loss: 1.1536, grad_norm: 9.4312 2020-08-06 06:16:17,860 - mmaction - INFO - Epoch [94][3560/3757] lr: 1.000e-04, eta: 12:19:49, time: 1.986, data_time: 0.010, memory: 5166, top1_acc: 0.7438, top5_acc: 0.8961, loss_cls: 1.1127, loss: 1.1127, grad_norm: 8.9875 2020-08-06 06:16:58,909 - mmaction - INFO - Epoch [94][3580/3757] lr: 1.000e-04, eta: 12:19:10, time: 2.055, data_time: 0.043, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8852, loss_cls: 1.1993, loss: 1.1993, grad_norm: 9.7493 2020-08-06 06:17:34,229 - mmaction - INFO - Epoch [94][3600/3757] lr: 1.000e-04, eta: 12:18:30, time: 1.765, data_time: 0.065, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8867, loss_cls: 1.1518, loss: 1.1518, grad_norm: 9.5529 2020-08-06 06:18:14,581 - mmaction - INFO - Epoch [94][3620/3757] lr: 1.000e-04, eta: 12:17:51, time: 2.024, data_time: 1.042, memory: 5166, top1_acc: 0.7438, top5_acc: 0.9078, loss_cls: 1.0208, loss: 1.0208, grad_norm: 8.9323 2020-08-06 06:18:55,298 - mmaction - INFO - Epoch [94][3640/3757] lr: 1.000e-04, eta: 12:17:13, time: 2.033, data_time: 1.169, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.1756, loss: 1.1756, grad_norm: 9.3913 2020-08-06 06:19:36,278 - mmaction - INFO - Epoch [94][3660/3757] lr: 1.000e-04, eta: 12:16:34, time: 2.051, data_time: 0.862, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.1624, loss: 1.1624, grad_norm: 9.2144 2020-08-06 06:20:15,997 - mmaction - INFO - Epoch [94][3680/3757] lr: 1.000e-04, eta: 12:15:55, time: 1.982, data_time: 0.009, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8977, loss_cls: 1.1338, loss: 1.1338, grad_norm: 9.2057 2020-08-06 06:20:56,836 - mmaction - INFO - Epoch [94][3700/3757] lr: 1.000e-04, eta: 12:15:16, time: 2.045, data_time: 0.010, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8820, loss_cls: 1.1316, loss: 1.1316, grad_norm: 9.4306 2020-08-06 06:21:36,044 - mmaction - INFO - Epoch [94][3720/3757] lr: 1.000e-04, eta: 12:14:37, time: 1.962, data_time: 0.010, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8719, loss_cls: 1.2617, loss: 1.2617, grad_norm: 9.8538 2020-08-06 06:22:15,552 - mmaction - INFO - Epoch [94][3740/3757] lr: 1.000e-04, eta: 12:13:58, time: 1.967, data_time: 0.007, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8867, loss_cls: 1.0824, loss: 1.0824, grad_norm: 8.9179 2020-08-06 06:22:37,587 - mmaction - INFO - Saving checkpoint at 94 epochs 2020-08-06 06:23:30,879 - mmaction - INFO - Epoch [95][20/3757] lr: 1.000e-04, eta: 12:12:43, time: 2.549, data_time: 0.766, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8727, loss_cls: 1.2012, loss: 1.2012, grad_norm: 9.4016 2020-08-06 06:24:08,330 - mmaction - INFO - Epoch [95][40/3757] lr: 1.000e-04, eta: 12:12:04, time: 1.872, data_time: 0.002, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.1838, loss: 1.1838, grad_norm: 9.8323 2020-08-06 06:24:47,974 - mmaction - INFO - Epoch [95][60/3757] lr: 1.000e-04, eta: 12:11:25, time: 1.974, data_time: 0.653, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8984, loss_cls: 1.0990, loss: 1.0990, grad_norm: 9.3296 2020-08-06 06:25:30,776 - mmaction - INFO - Epoch [95][80/3757] lr: 1.000e-04, eta: 12:10:46, time: 2.140, data_time: 0.012, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1470, loss: 1.1470, grad_norm: 9.2565 2020-08-06 06:26:05,480 - mmaction - INFO - Epoch [95][100/3757] lr: 1.000e-04, eta: 12:10:07, time: 1.744, data_time: 0.226, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8859, loss_cls: 1.1759, loss: 1.1759, grad_norm: 9.5415 2020-08-06 06:26:47,576 - mmaction - INFO - Epoch [95][120/3757] lr: 1.000e-04, eta: 12:09:28, time: 2.095, data_time: 0.007, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8875, loss_cls: 1.1136, loss: 1.1136, grad_norm: 9.2434 2020-08-06 06:27:25,216 - mmaction - INFO - Epoch [95][140/3757] lr: 1.000e-04, eta: 12:08:49, time: 1.892, data_time: 0.012, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.2318, loss: 1.2318, grad_norm: 9.4395 2020-08-06 06:28:06,926 - mmaction - INFO - Epoch [95][160/3757] lr: 1.000e-04, eta: 12:08:10, time: 2.078, data_time: 0.008, memory: 5166, top1_acc: 0.7359, top5_acc: 0.9016, loss_cls: 1.1159, loss: 1.1159, grad_norm: 9.1706 2020-08-06 06:28:44,356 - mmaction - INFO - Epoch [95][180/3757] lr: 1.000e-04, eta: 12:07:31, time: 1.880, data_time: 0.298, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8859, loss_cls: 1.1589, loss: 1.1589, grad_norm: 9.4575 2020-08-06 06:29:24,434 - mmaction - INFO - Epoch [95][200/3757] lr: 1.000e-04, eta: 12:06:52, time: 1.996, data_time: 0.264, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8891, loss_cls: 1.1303, loss: 1.1303, grad_norm: 9.1981 2020-08-06 06:30:04,647 - mmaction - INFO - Epoch [95][220/3757] lr: 1.000e-04, eta: 12:06:13, time: 2.016, data_time: 0.010, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8984, loss_cls: 1.1217, loss: 1.1217, grad_norm: 9.3967 2020-08-06 06:30:42,863 - mmaction - INFO - Epoch [95][240/3757] lr: 1.000e-04, eta: 12:05:34, time: 1.912, data_time: 0.145, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8914, loss_cls: 1.1621, loss: 1.1621, grad_norm: 9.6115 2020-08-06 06:31:22,026 - mmaction - INFO - Epoch [95][260/3757] lr: 1.000e-04, eta: 12:04:55, time: 1.947, data_time: 0.357, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8977, loss_cls: 1.1054, loss: 1.1054, grad_norm: 8.9436 2020-08-06 06:32:02,481 - mmaction - INFO - Epoch [95][280/3757] lr: 1.000e-04, eta: 12:04:16, time: 2.034, data_time: 1.382, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8711, loss_cls: 1.2157, loss: 1.2157, grad_norm: 9.5001 2020-08-06 06:32:37,258 - mmaction - INFO - Epoch [95][300/3757] lr: 1.000e-04, eta: 12:03:37, time: 1.734, data_time: 1.174, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2103, loss: 1.2103, grad_norm: 9.5577 2020-08-06 06:33:19,267 - mmaction - INFO - Epoch [95][320/3757] lr: 1.000e-04, eta: 12:02:58, time: 2.105, data_time: 0.549, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.1079, loss: 1.1079, grad_norm: 9.1448 2020-08-06 06:33:56,389 - mmaction - INFO - Epoch [95][340/3757] lr: 1.000e-04, eta: 12:02:19, time: 1.847, data_time: 0.194, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1496, loss: 1.1496, grad_norm: 9.1759 2020-08-06 06:34:35,452 - mmaction - INFO - Epoch [95][360/3757] lr: 1.000e-04, eta: 12:01:40, time: 1.960, data_time: 0.085, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1383, loss: 1.1383, grad_norm: 9.5062 2020-08-06 06:35:16,350 - mmaction - INFO - Epoch [95][380/3757] lr: 1.000e-04, eta: 12:01:01, time: 2.040, data_time: 0.009, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8812, loss_cls: 1.1337, loss: 1.1337, grad_norm: 9.2102 2020-08-06 06:35:54,420 - mmaction - INFO - Epoch [95][400/3757] lr: 1.000e-04, eta: 12:00:22, time: 1.909, data_time: 0.009, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8828, loss_cls: 1.1398, loss: 1.1398, grad_norm: 9.0945 2020-08-06 06:36:34,367 - mmaction - INFO - Epoch [95][420/3757] lr: 1.000e-04, eta: 11:59:43, time: 1.989, data_time: 0.008, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8867, loss_cls: 1.1282, loss: 1.1282, grad_norm: 9.2429 2020-08-06 06:37:10,931 - mmaction - INFO - Epoch [95][440/3757] lr: 1.000e-04, eta: 11:59:03, time: 1.836, data_time: 0.051, memory: 5166, top1_acc: 0.7422, top5_acc: 0.8961, loss_cls: 1.1007, loss: 1.1007, grad_norm: 9.0088 2020-08-06 06:37:48,679 - mmaction - INFO - Epoch [95][460/3757] lr: 1.000e-04, eta: 11:58:24, time: 1.888, data_time: 0.212, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8789, loss_cls: 1.1479, loss: 1.1479, grad_norm: 8.9515 2020-08-06 06:38:26,884 - mmaction - INFO - Epoch [95][480/3757] lr: 1.000e-04, eta: 11:57:45, time: 1.910, data_time: 0.485, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1290, loss: 1.1290, grad_norm: 9.1335 2020-08-06 06:39:08,562 - mmaction - INFO - Epoch [95][500/3757] lr: 1.000e-04, eta: 11:57:06, time: 2.085, data_time: 0.171, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1694, loss: 1.1694, grad_norm: 9.1660 2020-08-06 06:39:48,679 - mmaction - INFO - Epoch [95][520/3757] lr: 1.000e-04, eta: 11:56:27, time: 2.003, data_time: 0.052, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1521, loss: 1.1521, grad_norm: 9.2903 2020-08-06 06:40:25,267 - mmaction - INFO - Epoch [95][540/3757] lr: 1.000e-04, eta: 11:55:48, time: 1.827, data_time: 0.232, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8867, loss_cls: 1.1760, loss: 1.1760, grad_norm: 9.6049 2020-08-06 06:41:04,720 - mmaction - INFO - Epoch [95][560/3757] lr: 1.000e-04, eta: 11:55:09, time: 1.975, data_time: 0.269, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1503, loss: 1.1503, grad_norm: 9.4229 2020-08-06 06:41:44,088 - mmaction - INFO - Epoch [95][580/3757] lr: 1.000e-04, eta: 11:54:30, time: 1.970, data_time: 0.505, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8969, loss_cls: 1.1126, loss: 1.1126, grad_norm: 9.4019 2020-08-06 06:42:22,283 - mmaction - INFO - Epoch [95][600/3757] lr: 1.000e-04, eta: 11:53:51, time: 1.905, data_time: 1.125, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8844, loss_cls: 1.1395, loss: 1.1395, grad_norm: 8.8405 2020-08-06 06:43:04,545 - mmaction - INFO - Epoch [95][620/3757] lr: 1.000e-04, eta: 11:53:12, time: 2.119, data_time: 0.153, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8789, loss_cls: 1.1554, loss: 1.1554, grad_norm: 9.2734 2020-08-06 06:43:44,282 - mmaction - INFO - Epoch [95][640/3757] lr: 1.000e-04, eta: 11:52:33, time: 1.984, data_time: 0.041, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8945, loss_cls: 1.1239, loss: 1.1239, grad_norm: 9.5180 2020-08-06 06:44:23,850 - mmaction - INFO - Epoch [95][660/3757] lr: 1.000e-04, eta: 11:51:54, time: 1.979, data_time: 0.006, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2114, loss: 1.2114, grad_norm: 9.6058 2020-08-06 06:44:59,571 - mmaction - INFO - Epoch [95][680/3757] lr: 1.000e-04, eta: 11:51:15, time: 1.784, data_time: 0.008, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8734, loss_cls: 1.2393, loss: 1.2393, grad_norm: 9.7932 2020-08-06 06:45:39,159 - mmaction - INFO - Epoch [95][700/3757] lr: 1.000e-04, eta: 11:50:36, time: 1.985, data_time: 0.010, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.1443, loss: 1.1443, grad_norm: 9.5891 2020-08-06 06:46:18,888 - mmaction - INFO - Epoch [95][720/3757] lr: 1.000e-04, eta: 11:49:57, time: 1.979, data_time: 0.358, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8852, loss_cls: 1.2206, loss: 1.2206, grad_norm: 9.5260 2020-08-06 06:46:56,226 - mmaction - INFO - Epoch [95][740/3757] lr: 1.000e-04, eta: 11:49:18, time: 1.873, data_time: 0.342, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8898, loss_cls: 1.1327, loss: 1.1327, grad_norm: 9.2844 2020-08-06 06:47:35,596 - mmaction - INFO - Epoch [95][760/3757] lr: 1.000e-04, eta: 11:48:39, time: 1.958, data_time: 0.452, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8797, loss_cls: 1.1620, loss: 1.1620, grad_norm: 9.3784 2020-08-06 06:48:16,709 - mmaction - INFO - Epoch [95][780/3757] lr: 1.000e-04, eta: 11:48:00, time: 2.065, data_time: 0.274, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8727, loss_cls: 1.1971, loss: 1.1971, grad_norm: 9.5363 2020-08-06 06:48:53,213 - mmaction - INFO - Epoch [95][800/3757] lr: 1.000e-04, eta: 11:47:21, time: 1.819, data_time: 0.490, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1664, loss: 1.1664, grad_norm: 9.4188 2020-08-06 06:49:33,640 - mmaction - INFO - Epoch [95][820/3757] lr: 1.000e-04, eta: 11:46:42, time: 2.028, data_time: 1.294, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8883, loss_cls: 1.1623, loss: 1.1623, grad_norm: 9.2660 2020-08-06 06:50:10,097 - mmaction - INFO - Epoch [95][840/3757] lr: 1.000e-04, eta: 11:46:02, time: 1.823, data_time: 0.202, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8820, loss_cls: 1.2166, loss: 1.2166, grad_norm: 9.3068 2020-08-06 06:50:52,031 - mmaction - INFO - Epoch [95][860/3757] lr: 1.000e-04, eta: 11:45:24, time: 2.097, data_time: 0.647, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8797, loss_cls: 1.1493, loss: 1.1493, grad_norm: 9.0365 2020-08-06 06:51:30,302 - mmaction - INFO - Epoch [95][880/3757] lr: 1.000e-04, eta: 11:44:44, time: 1.907, data_time: 0.915, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1335, loss: 1.1335, grad_norm: 8.9596 2020-08-06 06:52:13,458 - mmaction - INFO - Epoch [95][900/3757] lr: 1.000e-04, eta: 11:44:06, time: 2.164, data_time: 0.711, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8836, loss_cls: 1.1278, loss: 1.1278, grad_norm: 9.2901 2020-08-06 06:52:48,445 - mmaction - INFO - Epoch [95][920/3757] lr: 1.000e-04, eta: 11:43:26, time: 1.749, data_time: 0.689, memory: 5166, top1_acc: 0.7422, top5_acc: 0.8852, loss_cls: 1.0905, loss: 1.0905, grad_norm: 8.9516 2020-08-06 06:53:28,060 - mmaction - INFO - Epoch [95][940/3757] lr: 1.000e-04, eta: 11:42:47, time: 1.981, data_time: 1.282, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1942, loss: 1.1942, grad_norm: 9.3831 2020-08-06 06:54:08,342 - mmaction - INFO - Epoch [95][960/3757] lr: 1.000e-04, eta: 11:42:09, time: 2.015, data_time: 1.391, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8836, loss_cls: 1.1598, loss: 1.1598, grad_norm: 9.5548 2020-08-06 06:54:45,959 - mmaction - INFO - Epoch [95][980/3757] lr: 1.000e-04, eta: 11:41:29, time: 1.882, data_time: 1.004, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.1986, loss: 1.1986, grad_norm: 9.4322 2020-08-06 06:55:22,416 - mmaction - INFO - Epoch [95][1000/3757] lr: 1.000e-04, eta: 11:40:50, time: 1.819, data_time: 0.448, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8906, loss_cls: 1.1236, loss: 1.1236, grad_norm: 9.3844 2020-08-06 06:56:03,655 - mmaction - INFO - Epoch [95][1020/3757] lr: 1.000e-04, eta: 11:40:11, time: 2.064, data_time: 0.980, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2439, loss: 1.2439, grad_norm: 9.5897 2020-08-06 06:56:42,786 - mmaction - INFO - Epoch [95][1040/3757] lr: 1.000e-04, eta: 11:39:32, time: 1.951, data_time: 0.304, memory: 5166, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0620, loss: 1.0620, grad_norm: 8.7776 2020-08-06 06:57:19,206 - mmaction - INFO - Epoch [95][1060/3757] lr: 1.000e-04, eta: 11:38:53, time: 1.829, data_time: 0.138, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8883, loss_cls: 1.1857, loss: 1.1857, grad_norm: 9.5032 2020-08-06 06:58:01,302 - mmaction - INFO - Epoch [95][1080/3757] lr: 1.000e-04, eta: 11:38:14, time: 2.095, data_time: 0.417, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.1677, loss: 1.1677, grad_norm: 9.5797 2020-08-06 06:58:41,177 - mmaction - INFO - Epoch [95][1100/3757] lr: 1.000e-04, eta: 11:37:35, time: 2.002, data_time: 0.461, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8906, loss_cls: 1.0984, loss: 1.0984, grad_norm: 9.3186 2020-08-06 06:59:21,679 - mmaction - INFO - Epoch [95][1120/3757] lr: 1.000e-04, eta: 11:36:56, time: 2.021, data_time: 0.195, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8906, loss_cls: 1.1411, loss: 1.1411, grad_norm: 9.3539 2020-08-06 07:00:02,193 - mmaction - INFO - Epoch [95][1140/3757] lr: 1.000e-04, eta: 11:36:17, time: 2.028, data_time: 0.145, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8867, loss_cls: 1.1596, loss: 1.1596, grad_norm: 9.2098 2020-08-06 07:00:40,984 - mmaction - INFO - Epoch [95][1160/3757] lr: 1.000e-04, eta: 11:35:38, time: 1.928, data_time: 0.687, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8812, loss_cls: 1.1449, loss: 1.1449, grad_norm: 9.4033 2020-08-06 07:01:20,839 - mmaction - INFO - Epoch [95][1180/3757] lr: 1.000e-04, eta: 11:34:59, time: 2.006, data_time: 0.181, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8820, loss_cls: 1.1942, loss: 1.1942, grad_norm: 9.4443 2020-08-06 07:02:01,362 - mmaction - INFO - Epoch [95][1200/3757] lr: 1.000e-04, eta: 11:34:21, time: 2.021, data_time: 0.293, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8828, loss_cls: 1.1450, loss: 1.1450, grad_norm: 9.2683 2020-08-06 07:02:41,129 - mmaction - INFO - Epoch [95][1220/3757] lr: 1.000e-04, eta: 11:33:42, time: 1.995, data_time: 0.349, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1327, loss: 1.1327, grad_norm: 9.0907 2020-08-06 07:03:23,050 - mmaction - INFO - Epoch [95][1240/3757] lr: 1.000e-04, eta: 11:33:03, time: 2.092, data_time: 0.407, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8906, loss_cls: 1.1159, loss: 1.1159, grad_norm: 9.3885 2020-08-06 07:03:59,055 - mmaction - INFO - Epoch [95][1260/3757] lr: 1.000e-04, eta: 11:32:23, time: 1.801, data_time: 0.063, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.0967, loss: 1.0967, grad_norm: 9.1084 2020-08-06 07:04:35,869 - mmaction - INFO - Epoch [95][1280/3757] lr: 1.000e-04, eta: 11:31:44, time: 1.843, data_time: 0.015, memory: 5166, top1_acc: 0.7297, top5_acc: 0.9070, loss_cls: 1.0645, loss: 1.0645, grad_norm: 8.9793 2020-08-06 07:05:16,704 - mmaction - INFO - Epoch [95][1300/3757] lr: 1.000e-04, eta: 11:31:05, time: 2.042, data_time: 0.012, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8875, loss_cls: 1.1666, loss: 1.1666, grad_norm: 9.5217 2020-08-06 07:05:58,069 - mmaction - INFO - Epoch [95][1320/3757] lr: 1.000e-04, eta: 11:30:27, time: 2.068, data_time: 0.011, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1686, loss: 1.1686, grad_norm: 9.4964 2020-08-06 07:06:36,646 - mmaction - INFO - Epoch [95][1340/3757] lr: 1.000e-04, eta: 11:29:47, time: 1.930, data_time: 0.251, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1668, loss: 1.1668, grad_norm: 9.6049 2020-08-06 07:07:19,243 - mmaction - INFO - Epoch [95][1360/3757] lr: 1.000e-04, eta: 11:29:09, time: 2.130, data_time: 0.310, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8984, loss_cls: 1.0820, loss: 1.0820, grad_norm: 9.3704 2020-08-06 07:07:59,187 - mmaction - INFO - Epoch [95][1380/3757] lr: 1.000e-04, eta: 11:28:30, time: 1.997, data_time: 0.022, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8914, loss_cls: 1.1448, loss: 1.1448, grad_norm: 9.2015 2020-08-06 07:08:37,074 - mmaction - INFO - Epoch [95][1400/3757] lr: 1.000e-04, eta: 11:27:51, time: 1.894, data_time: 0.062, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8820, loss_cls: 1.2015, loss: 1.2015, grad_norm: 9.5664 2020-08-06 07:09:14,768 - mmaction - INFO - Epoch [95][1420/3757] lr: 1.000e-04, eta: 11:27:12, time: 1.885, data_time: 0.003, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.2303, loss: 1.2303, grad_norm: 9.7166 2020-08-06 07:09:55,119 - mmaction - INFO - Epoch [95][1440/3757] lr: 1.000e-04, eta: 11:26:33, time: 2.009, data_time: 0.008, memory: 5166, top1_acc: 0.7477, top5_acc: 0.8945, loss_cls: 1.0496, loss: 1.0496, grad_norm: 9.3696 2020-08-06 07:10:34,207 - mmaction - INFO - Epoch [95][1460/3757] lr: 1.000e-04, eta: 11:25:54, time: 1.964, data_time: 0.012, memory: 5166, top1_acc: 0.7391, top5_acc: 0.8930, loss_cls: 1.0621, loss: 1.0621, grad_norm: 8.8426 2020-08-06 07:11:13,424 - mmaction - INFO - Epoch [95][1480/3757] lr: 1.000e-04, eta: 11:25:15, time: 1.957, data_time: 0.008, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8891, loss_cls: 1.1315, loss: 1.1315, grad_norm: 9.3210 2020-08-06 07:11:53,549 - mmaction - INFO - Epoch [95][1500/3757] lr: 1.000e-04, eta: 11:24:36, time: 2.009, data_time: 0.010, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.1246, loss: 1.1246, grad_norm: 9.5679 2020-08-06 07:12:36,476 - mmaction - INFO - Epoch [95][1520/3757] lr: 1.000e-04, eta: 11:23:57, time: 2.147, data_time: 0.077, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.2025, loss: 1.2025, grad_norm: 9.7238 2020-08-06 07:13:15,651 - mmaction - INFO - Epoch [95][1540/3757] lr: 1.000e-04, eta: 11:23:18, time: 1.959, data_time: 0.002, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1806, loss: 1.1806, grad_norm: 9.2690 2020-08-06 07:13:54,470 - mmaction - INFO - Epoch [95][1560/3757] lr: 1.000e-04, eta: 11:22:39, time: 1.938, data_time: 0.007, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8836, loss_cls: 1.1895, loss: 1.1895, grad_norm: 9.4463 2020-08-06 07:14:34,231 - mmaction - INFO - Epoch [95][1580/3757] lr: 1.000e-04, eta: 11:22:00, time: 1.989, data_time: 0.081, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.1079, loss: 1.1079, grad_norm: 9.3955 2020-08-06 07:15:13,486 - mmaction - INFO - Epoch [95][1600/3757] lr: 1.000e-04, eta: 11:21:21, time: 1.964, data_time: 0.009, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8969, loss_cls: 1.1258, loss: 1.1258, grad_norm: 9.1265 2020-08-06 07:15:52,348 - mmaction - INFO - Epoch [95][1620/3757] lr: 1.000e-04, eta: 11:20:42, time: 1.943, data_time: 0.003, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8898, loss_cls: 1.1424, loss: 1.1424, grad_norm: 9.2727 2020-08-06 07:16:25,765 - mmaction - INFO - Epoch [95][1640/3757] lr: 1.000e-04, eta: 11:20:02, time: 1.667, data_time: 0.008, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8750, loss_cls: 1.2184, loss: 1.2184, grad_norm: 9.7487 2020-08-06 07:17:06,455 - mmaction - INFO - Epoch [95][1660/3757] lr: 1.000e-04, eta: 11:19:23, time: 2.038, data_time: 0.011, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1743, loss: 1.1743, grad_norm: 9.3932 2020-08-06 07:17:47,605 - mmaction - INFO - Epoch [95][1680/3757] lr: 1.000e-04, eta: 11:18:45, time: 2.051, data_time: 0.008, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8891, loss_cls: 1.0749, loss: 1.0749, grad_norm: 9.0759 2020-08-06 07:18:27,854 - mmaction - INFO - Epoch [95][1700/3757] lr: 1.000e-04, eta: 11:18:06, time: 2.018, data_time: 0.009, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1826, loss: 1.1826, grad_norm: 9.6823 2020-08-06 07:19:03,311 - mmaction - INFO - Epoch [95][1720/3757] lr: 1.000e-04, eta: 11:17:26, time: 1.766, data_time: 0.017, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.1041, loss: 1.1041, grad_norm: 9.2458 2020-08-06 07:19:45,261 - mmaction - INFO - Epoch [95][1740/3757] lr: 1.000e-04, eta: 11:16:47, time: 2.104, data_time: 0.014, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8898, loss_cls: 1.1223, loss: 1.1223, grad_norm: 9.2434 2020-08-06 07:20:23,316 - mmaction - INFO - Epoch [95][1760/3757] lr: 1.000e-04, eta: 11:16:08, time: 1.898, data_time: 0.008, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.1260, loss: 1.1260, grad_norm: 9.2186 2020-08-06 07:21:00,624 - mmaction - INFO - Epoch [95][1780/3757] lr: 1.000e-04, eta: 11:15:29, time: 1.871, data_time: 0.008, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.1926, loss: 1.1926, grad_norm: 9.4628 2020-08-06 07:21:39,644 - mmaction - INFO - Epoch [95][1800/3757] lr: 1.000e-04, eta: 11:14:50, time: 1.944, data_time: 0.008, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1742, loss: 1.1742, grad_norm: 9.3066 2020-08-06 07:22:22,196 - mmaction - INFO - Epoch [95][1820/3757] lr: 1.000e-04, eta: 11:14:11, time: 2.135, data_time: 0.010, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.1270, loss: 1.1270, grad_norm: 9.3948 2020-08-06 07:23:00,681 - mmaction - INFO - Epoch [95][1840/3757] lr: 1.000e-04, eta: 11:13:32, time: 1.924, data_time: 0.003, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8773, loss_cls: 1.1889, loss: 1.1889, grad_norm: 9.5553 2020-08-06 07:23:39,663 - mmaction - INFO - Epoch [95][1860/3757] lr: 1.000e-04, eta: 11:12:53, time: 1.941, data_time: 0.007, memory: 5166, top1_acc: 0.7422, top5_acc: 0.9047, loss_cls: 1.0801, loss: 1.0801, grad_norm: 9.0297 2020-08-06 07:24:23,400 - mmaction - INFO - Epoch [95][1880/3757] lr: 1.000e-04, eta: 11:12:15, time: 2.196, data_time: 0.011, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8938, loss_cls: 1.0729, loss: 1.0729, grad_norm: 9.0907 2020-08-06 07:24:58,508 - mmaction - INFO - Epoch [95][1900/3757] lr: 1.000e-04, eta: 11:11:35, time: 1.755, data_time: 0.002, memory: 5166, top1_acc: 0.7414, top5_acc: 0.9102, loss_cls: 1.0255, loss: 1.0255, grad_norm: 8.9740 2020-08-06 07:25:41,652 - mmaction - INFO - Epoch [95][1920/3757] lr: 1.000e-04, eta: 11:10:57, time: 2.150, data_time: 0.016, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1601, loss: 1.1601, grad_norm: 9.0448 2020-08-06 07:26:16,831 - mmaction - INFO - Epoch [95][1940/3757] lr: 1.000e-04, eta: 11:10:17, time: 1.767, data_time: 0.270, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8820, loss_cls: 1.1752, loss: 1.1752, grad_norm: 9.4205 2020-08-06 07:26:55,836 - mmaction - INFO - Epoch [95][1960/3757] lr: 1.000e-04, eta: 11:09:38, time: 1.945, data_time: 0.026, memory: 5166, top1_acc: 0.7312, top5_acc: 0.9039, loss_cls: 1.0894, loss: 1.0894, grad_norm: 9.2594 2020-08-06 07:27:36,715 - mmaction - INFO - Epoch [95][1980/3757] lr: 1.000e-04, eta: 11:08:59, time: 2.049, data_time: 0.067, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8898, loss_cls: 1.1474, loss: 1.1474, grad_norm: 9.8469 2020-08-06 07:28:17,643 - mmaction - INFO - Epoch [95][2000/3757] lr: 1.000e-04, eta: 11:08:20, time: 2.046, data_time: 0.016, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8836, loss_cls: 1.0994, loss: 1.0994, grad_norm: 9.3718 2020-08-06 07:28:54,329 - mmaction - INFO - Epoch [95][2020/3757] lr: 1.000e-04, eta: 11:07:41, time: 1.835, data_time: 0.004, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.1393, loss: 1.1393, grad_norm: 9.3280 2020-08-06 07:29:35,674 - mmaction - INFO - Epoch [95][2040/3757] lr: 1.000e-04, eta: 11:07:02, time: 2.059, data_time: 0.015, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8867, loss_cls: 1.0654, loss: 1.0654, grad_norm: 8.9330 2020-08-06 07:30:14,207 - mmaction - INFO - Epoch [95][2060/3757] lr: 1.000e-04, eta: 11:06:23, time: 1.927, data_time: 0.011, memory: 5166, top1_acc: 0.7484, top5_acc: 0.8984, loss_cls: 1.0353, loss: 1.0353, grad_norm: 9.0402 2020-08-06 07:30:55,462 - mmaction - INFO - Epoch [95][2080/3757] lr: 1.000e-04, eta: 11:05:44, time: 2.071, data_time: 0.010, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8789, loss_cls: 1.1581, loss: 1.1581, grad_norm: 9.1192 2020-08-06 07:31:33,832 - mmaction - INFO - Epoch [95][2100/3757] lr: 1.000e-04, eta: 11:05:05, time: 1.914, data_time: 0.015, memory: 5166, top1_acc: 0.6773, top5_acc: 0.8516, loss_cls: 1.3116, loss: 1.3116, grad_norm: 9.8617 2020-08-06 07:32:14,628 - mmaction - INFO - Epoch [95][2120/3757] lr: 1.000e-04, eta: 11:04:26, time: 2.038, data_time: 0.021, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8977, loss_cls: 1.1009, loss: 1.1009, grad_norm: 9.3244 2020-08-06 07:32:53,011 - mmaction - INFO - Epoch [95][2140/3757] lr: 1.000e-04, eta: 11:03:47, time: 1.925, data_time: 0.009, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8906, loss_cls: 1.1107, loss: 1.1107, grad_norm: 9.0247 2020-08-06 07:33:31,364 - mmaction - INFO - Epoch [95][2160/3757] lr: 1.000e-04, eta: 11:03:08, time: 1.918, data_time: 0.003, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8695, loss_cls: 1.2197, loss: 1.2197, grad_norm: 9.7234 2020-08-06 07:34:08,332 - mmaction - INFO - Epoch [95][2180/3757] lr: 1.000e-04, eta: 11:02:29, time: 1.849, data_time: 0.002, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1938, loss: 1.1938, grad_norm: 9.6727 2020-08-06 07:34:49,373 - mmaction - INFO - Epoch [95][2200/3757] lr: 1.000e-04, eta: 11:01:50, time: 2.047, data_time: 0.007, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8797, loss_cls: 1.1080, loss: 1.1080, grad_norm: 9.0358 2020-08-06 07:35:26,865 - mmaction - INFO - Epoch [95][2220/3757] lr: 1.000e-04, eta: 11:01:11, time: 1.871, data_time: 0.009, memory: 5166, top1_acc: 0.7422, top5_acc: 0.8867, loss_cls: 1.0971, loss: 1.0971, grad_norm: 9.3421 2020-08-06 07:36:05,974 - mmaction - INFO - Epoch [95][2240/3757] lr: 1.000e-04, eta: 11:00:32, time: 1.964, data_time: 0.011, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1855, loss: 1.1855, grad_norm: 9.4895 2020-08-06 07:36:45,390 - mmaction - INFO - Epoch [95][2260/3757] lr: 1.000e-04, eta: 10:59:53, time: 1.971, data_time: 0.048, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8812, loss_cls: 1.1340, loss: 1.1340, grad_norm: 9.2863 2020-08-06 07:37:24,150 - mmaction - INFO - Epoch [95][2280/3757] lr: 1.000e-04, eta: 10:59:14, time: 1.934, data_time: 0.632, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8914, loss_cls: 1.1131, loss: 1.1131, grad_norm: 9.1196 2020-08-06 07:38:03,845 - mmaction - INFO - Epoch [95][2300/3757] lr: 1.000e-04, eta: 10:58:35, time: 1.984, data_time: 1.424, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.0639, loss: 1.0639, grad_norm: 9.3570 2020-08-06 07:38:43,503 - mmaction - INFO - Epoch [95][2320/3757] lr: 1.000e-04, eta: 10:57:56, time: 1.979, data_time: 0.961, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1311, loss: 1.1311, grad_norm: 9.2326 2020-08-06 07:39:23,635 - mmaction - INFO - Epoch [95][2340/3757] lr: 1.000e-04, eta: 10:57:17, time: 2.016, data_time: 0.011, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.1274, loss: 1.1274, grad_norm: 9.2388 2020-08-06 07:39:59,471 - mmaction - INFO - Epoch [95][2360/3757] lr: 1.000e-04, eta: 10:56:38, time: 1.790, data_time: 0.169, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.1959, loss: 1.1959, grad_norm: 9.7137 2020-08-06 07:40:39,114 - mmaction - INFO - Epoch [95][2380/3757] lr: 1.000e-04, eta: 10:55:59, time: 1.982, data_time: 0.755, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1512, loss: 1.1512, grad_norm: 9.3823 2020-08-06 07:41:17,277 - mmaction - INFO - Epoch [95][2400/3757] lr: 1.000e-04, eta: 10:55:19, time: 1.909, data_time: 0.395, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8867, loss_cls: 1.1576, loss: 1.1576, grad_norm: 9.6339 2020-08-06 07:41:58,146 - mmaction - INFO - Epoch [95][2420/3757] lr: 1.000e-04, eta: 10:54:41, time: 2.045, data_time: 0.247, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.0941, loss: 1.0941, grad_norm: 9.0463 2020-08-06 07:42:39,901 - mmaction - INFO - Epoch [95][2440/3757] lr: 1.000e-04, eta: 10:54:02, time: 2.081, data_time: 0.008, memory: 5166, top1_acc: 0.6820, top5_acc: 0.8688, loss_cls: 1.2540, loss: 1.2540, grad_norm: 9.8221 2020-08-06 07:43:19,223 - mmaction - INFO - Epoch [95][2460/3757] lr: 1.000e-04, eta: 10:53:23, time: 1.972, data_time: 0.009, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1760, loss: 1.1760, grad_norm: 9.3672 2020-08-06 07:43:52,242 - mmaction - INFO - Epoch [95][2480/3757] lr: 1.000e-04, eta: 10:52:43, time: 1.648, data_time: 0.007, memory: 5166, top1_acc: 0.6859, top5_acc: 0.8734, loss_cls: 1.2497, loss: 1.2497, grad_norm: 9.8253 2020-08-06 07:44:32,942 - mmaction - INFO - Epoch [95][2500/3757] lr: 1.000e-04, eta: 10:52:04, time: 2.037, data_time: 0.007, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8766, loss_cls: 1.1915, loss: 1.1915, grad_norm: 9.3631 2020-08-06 07:45:12,216 - mmaction - INFO - Epoch [95][2520/3757] lr: 1.000e-04, eta: 10:51:25, time: 1.962, data_time: 0.009, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8891, loss_cls: 1.1644, loss: 1.1644, grad_norm: 9.2251 2020-08-06 07:45:53,497 - mmaction - INFO - Epoch [95][2540/3757] lr: 1.000e-04, eta: 10:50:46, time: 2.067, data_time: 0.042, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.0743, loss: 1.0743, grad_norm: 9.0909 2020-08-06 07:46:31,720 - mmaction - INFO - Epoch [95][2560/3757] lr: 1.000e-04, eta: 10:50:07, time: 1.906, data_time: 0.007, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8844, loss_cls: 1.1085, loss: 1.1085, grad_norm: 9.2495 2020-08-06 07:47:10,551 - mmaction - INFO - Epoch [95][2580/3757] lr: 1.000e-04, eta: 10:49:28, time: 1.945, data_time: 0.009, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8758, loss_cls: 1.1890, loss: 1.1890, grad_norm: 9.5183 2020-08-06 07:47:50,156 - mmaction - INFO - Epoch [95][2600/3757] lr: 1.000e-04, eta: 10:48:49, time: 1.981, data_time: 0.198, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0810, loss: 1.0810, grad_norm: 9.5318 2020-08-06 07:48:33,757 - mmaction - INFO - Epoch [95][2620/3757] lr: 1.000e-04, eta: 10:48:11, time: 2.173, data_time: 1.370, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8648, loss_cls: 1.2369, loss: 1.2369, grad_norm: 9.9168 2020-08-06 07:49:08,404 - mmaction - INFO - Epoch [95][2640/3757] lr: 1.000e-04, eta: 10:47:31, time: 1.740, data_time: 1.155, memory: 5166, top1_acc: 0.7188, top5_acc: 0.9031, loss_cls: 1.1102, loss: 1.1102, grad_norm: 9.4742 2020-08-06 07:49:45,611 - mmaction - INFO - Epoch [95][2660/3757] lr: 1.000e-04, eta: 10:46:52, time: 1.860, data_time: 1.222, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.1771, loss: 1.1771, grad_norm: 9.5669 2020-08-06 07:50:29,556 - mmaction - INFO - Epoch [95][2680/3757] lr: 1.000e-04, eta: 10:46:13, time: 2.194, data_time: 1.469, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8820, loss_cls: 1.1381, loss: 1.1381, grad_norm: 9.1670 2020-08-06 07:51:06,946 - mmaction - INFO - Epoch [95][2700/3757] lr: 1.000e-04, eta: 10:45:34, time: 1.871, data_time: 1.234, memory: 5166, top1_acc: 0.7422, top5_acc: 0.8891, loss_cls: 1.0962, loss: 1.0962, grad_norm: 8.9999 2020-08-06 07:51:41,240 - mmaction - INFO - Epoch [95][2720/3757] lr: 1.000e-04, eta: 10:44:55, time: 1.717, data_time: 0.336, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1590, loss: 1.1590, grad_norm: 9.4009 2020-08-06 07:52:26,601 - mmaction - INFO - Epoch [95][2740/3757] lr: 1.000e-04, eta: 10:44:16, time: 2.264, data_time: 0.159, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8828, loss_cls: 1.1490, loss: 1.1490, grad_norm: 9.3694 2020-08-06 07:53:01,911 - mmaction - INFO - Epoch [95][2760/3757] lr: 1.000e-04, eta: 10:43:37, time: 1.765, data_time: 0.007, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8727, loss_cls: 1.1566, loss: 1.1566, grad_norm: 9.4352 2020-08-06 07:53:42,844 - mmaction - INFO - Epoch [95][2780/3757] lr: 1.000e-04, eta: 10:42:58, time: 2.052, data_time: 0.030, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.1294, loss: 1.1294, grad_norm: 9.2287 2020-08-06 07:54:20,427 - mmaction - INFO - Epoch [95][2800/3757] lr: 1.000e-04, eta: 10:42:19, time: 1.877, data_time: 0.048, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8719, loss_cls: 1.2112, loss: 1.2112, grad_norm: 9.4286 2020-08-06 07:55:01,396 - mmaction - INFO - Epoch [95][2820/3757] lr: 1.000e-04, eta: 10:41:40, time: 2.044, data_time: 0.049, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1844, loss: 1.1844, grad_norm: 9.6392 2020-08-06 07:55:39,596 - mmaction - INFO - Epoch [95][2840/3757] lr: 1.000e-04, eta: 10:41:01, time: 1.915, data_time: 0.264, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8977, loss_cls: 1.0618, loss: 1.0618, grad_norm: 9.1601 2020-08-06 07:56:21,173 - mmaction - INFO - Epoch [95][2860/3757] lr: 1.000e-04, eta: 10:40:22, time: 2.073, data_time: 0.093, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.1274, loss: 1.1274, grad_norm: 9.4020 2020-08-06 07:57:00,800 - mmaction - INFO - Epoch [95][2880/3757] lr: 1.000e-04, eta: 10:39:43, time: 1.986, data_time: 0.009, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8820, loss_cls: 1.1744, loss: 1.1744, grad_norm: 9.2679 2020-08-06 07:57:38,702 - mmaction - INFO - Epoch [95][2900/3757] lr: 1.000e-04, eta: 10:39:04, time: 1.892, data_time: 0.008, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8883, loss_cls: 1.1301, loss: 1.1301, grad_norm: 9.1511 2020-08-06 07:58:17,096 - mmaction - INFO - Epoch [95][2920/3757] lr: 1.000e-04, eta: 10:38:25, time: 1.923, data_time: 0.010, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1806, loss: 1.1806, grad_norm: 9.5559 2020-08-06 07:58:55,188 - mmaction - INFO - Epoch [95][2940/3757] lr: 1.000e-04, eta: 10:37:46, time: 1.902, data_time: 0.009, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8875, loss_cls: 1.1228, loss: 1.1228, grad_norm: 9.0530 2020-08-06 07:59:35,738 - mmaction - INFO - Epoch [95][2960/3757] lr: 1.000e-04, eta: 10:37:07, time: 2.032, data_time: 0.009, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0765, loss: 1.0765, grad_norm: 9.1916 2020-08-06 08:00:14,834 - mmaction - INFO - Epoch [95][2980/3757] lr: 1.000e-04, eta: 10:36:28, time: 1.941, data_time: 0.134, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8812, loss_cls: 1.1285, loss: 1.1285, grad_norm: 9.5264 2020-08-06 08:00:55,769 - mmaction - INFO - Epoch [95][3000/3757] lr: 1.000e-04, eta: 10:35:49, time: 2.061, data_time: 0.056, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.1211, loss: 1.1211, grad_norm: 9.1294 2020-08-06 08:01:34,394 - mmaction - INFO - Epoch [95][3020/3757] lr: 1.000e-04, eta: 10:35:10, time: 1.928, data_time: 0.007, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.1765, loss: 1.1765, grad_norm: 9.4116 2020-08-06 08:02:15,818 - mmaction - INFO - Epoch [95][3040/3757] lr: 1.000e-04, eta: 10:34:31, time: 2.074, data_time: 0.106, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8859, loss_cls: 1.1474, loss: 1.1474, grad_norm: 9.2310 2020-08-06 08:02:51,387 - mmaction - INFO - Epoch [95][3060/3757] lr: 1.000e-04, eta: 10:33:52, time: 1.776, data_time: 0.052, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1363, loss: 1.1363, grad_norm: 9.3103 2020-08-06 08:03:30,884 - mmaction - INFO - Epoch [95][3080/3757] lr: 1.000e-04, eta: 10:33:13, time: 1.976, data_time: 0.340, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8891, loss_cls: 1.1180, loss: 1.1180, grad_norm: 9.1727 2020-08-06 08:04:13,469 - mmaction - INFO - Epoch [95][3100/3757] lr: 1.000e-04, eta: 10:32:34, time: 2.130, data_time: 0.004, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.1516, loss: 1.1516, grad_norm: 9.2826 2020-08-06 08:04:47,345 - mmaction - INFO - Epoch [95][3120/3757] lr: 1.000e-04, eta: 10:31:54, time: 1.688, data_time: 0.008, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.1867, loss: 1.1867, grad_norm: 9.4498 2020-08-06 08:05:29,414 - mmaction - INFO - Epoch [95][3140/3757] lr: 1.000e-04, eta: 10:31:16, time: 2.104, data_time: 0.044, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8984, loss_cls: 1.0479, loss: 1.0479, grad_norm: 8.5990 2020-08-06 08:06:04,835 - mmaction - INFO - Epoch [95][3160/3757] lr: 1.000e-04, eta: 10:30:36, time: 1.775, data_time: 0.012, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8984, loss_cls: 1.0890, loss: 1.0890, grad_norm: 9.3568 2020-08-06 08:06:45,197 - mmaction - INFO - Epoch [95][3180/3757] lr: 1.000e-04, eta: 10:29:57, time: 2.011, data_time: 0.601, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2193, loss: 1.2193, grad_norm: 9.5731 2020-08-06 08:07:19,198 - mmaction - INFO - Epoch [95][3200/3757] lr: 1.000e-04, eta: 10:29:18, time: 1.710, data_time: 0.839, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8961, loss_cls: 1.1526, loss: 1.1526, grad_norm: 9.6228 2020-08-06 08:07:59,611 - mmaction - INFO - Epoch [95][3220/3757] lr: 1.000e-04, eta: 10:28:39, time: 2.012, data_time: 1.433, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8961, loss_cls: 1.1257, loss: 1.1257, grad_norm: 9.3867 2020-08-06 08:08:38,469 - mmaction - INFO - Epoch [95][3240/3757] lr: 1.000e-04, eta: 10:28:00, time: 1.951, data_time: 0.879, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.2507, loss: 1.2507, grad_norm: 9.5387 2020-08-06 08:09:18,856 - mmaction - INFO - Epoch [95][3260/3757] lr: 1.000e-04, eta: 10:27:21, time: 2.020, data_time: 0.103, memory: 5166, top1_acc: 0.7375, top5_acc: 0.8898, loss_cls: 1.0875, loss: 1.0875, grad_norm: 9.1362 2020-08-06 08:09:58,920 - mmaction - INFO - Epoch [95][3280/3757] lr: 1.000e-04, eta: 10:26:42, time: 2.003, data_time: 0.002, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8891, loss_cls: 1.1432, loss: 1.1432, grad_norm: 9.0736 2020-08-06 08:10:37,882 - mmaction - INFO - Epoch [95][3300/3757] lr: 1.000e-04, eta: 10:26:03, time: 1.942, data_time: 0.285, memory: 5166, top1_acc: 0.7430, top5_acc: 0.9055, loss_cls: 1.0413, loss: 1.0413, grad_norm: 8.7412 2020-08-06 08:11:15,812 - mmaction - INFO - Epoch [95][3320/3757] lr: 1.000e-04, eta: 10:25:24, time: 1.902, data_time: 0.067, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8953, loss_cls: 1.1799, loss: 1.1799, grad_norm: 9.7430 2020-08-06 08:11:54,684 - mmaction - INFO - Epoch [95][3340/3757] lr: 1.000e-04, eta: 10:24:45, time: 1.936, data_time: 0.282, memory: 5166, top1_acc: 0.7133, top5_acc: 0.9047, loss_cls: 1.1197, loss: 1.1197, grad_norm: 9.5457 2020-08-06 08:12:35,598 - mmaction - INFO - Epoch [95][3360/3757] lr: 1.000e-04, eta: 10:24:06, time: 2.047, data_time: 0.016, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.1625, loss: 1.1625, grad_norm: 9.5180 2020-08-06 08:13:15,808 - mmaction - INFO - Epoch [95][3380/3757] lr: 1.000e-04, eta: 10:23:27, time: 2.015, data_time: 0.033, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8930, loss_cls: 1.1332, loss: 1.1332, grad_norm: 9.6948 2020-08-06 08:13:54,918 - mmaction - INFO - Epoch [95][3400/3757] lr: 1.000e-04, eta: 10:22:48, time: 1.954, data_time: 0.324, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8812, loss_cls: 1.1443, loss: 1.1443, grad_norm: 9.4330 2020-08-06 08:14:31,567 - mmaction - INFO - Epoch [95][3420/3757] lr: 1.000e-04, eta: 10:22:09, time: 1.837, data_time: 1.182, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8945, loss_cls: 1.1099, loss: 1.1099, grad_norm: 9.3346 2020-08-06 08:15:10,435 - mmaction - INFO - Epoch [95][3440/3757] lr: 1.000e-04, eta: 10:21:30, time: 1.943, data_time: 0.312, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.1870, loss: 1.1870, grad_norm: 9.3464 2020-08-06 08:15:48,598 - mmaction - INFO - Epoch [95][3460/3757] lr: 1.000e-04, eta: 10:20:50, time: 1.908, data_time: 0.197, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8906, loss_cls: 1.1459, loss: 1.1459, grad_norm: 9.4849 2020-08-06 08:16:29,385 - mmaction - INFO - Epoch [95][3480/3757] lr: 1.000e-04, eta: 10:20:12, time: 2.034, data_time: 0.143, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1468, loss: 1.1468, grad_norm: 9.6533 2020-08-06 08:17:12,307 - mmaction - INFO - Epoch [95][3500/3757] lr: 1.000e-04, eta: 10:19:33, time: 2.149, data_time: 0.008, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8836, loss_cls: 1.1790, loss: 1.1790, grad_norm: 9.4337 2020-08-06 08:17:46,933 - mmaction - INFO - Epoch [95][3520/3757] lr: 1.000e-04, eta: 10:18:53, time: 1.729, data_time: 0.014, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1212, loss: 1.1212, grad_norm: 9.6096 2020-08-06 08:18:28,069 - mmaction - INFO - Epoch [95][3540/3757] lr: 1.000e-04, eta: 10:18:15, time: 2.060, data_time: 0.825, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8961, loss_cls: 1.0568, loss: 1.0568, grad_norm: 9.0866 2020-08-06 08:19:07,192 - mmaction - INFO - Epoch [95][3560/3757] lr: 1.000e-04, eta: 10:17:36, time: 1.955, data_time: 0.385, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8953, loss_cls: 1.1516, loss: 1.1516, grad_norm: 9.3704 2020-08-06 08:19:41,917 - mmaction - INFO - Epoch [95][3580/3757] lr: 1.000e-04, eta: 10:16:56, time: 1.739, data_time: 0.022, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8766, loss_cls: 1.2105, loss: 1.2105, grad_norm: 9.6021 2020-08-06 08:20:26,441 - mmaction - INFO - Epoch [95][3600/3757] lr: 1.000e-04, eta: 10:16:18, time: 2.219, data_time: 0.049, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.2012, loss: 1.2012, grad_norm: 9.7423 2020-08-06 08:21:00,815 - mmaction - INFO - Epoch [95][3620/3757] lr: 1.000e-04, eta: 10:15:38, time: 1.727, data_time: 0.013, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1598, loss: 1.1598, grad_norm: 9.3481 2020-08-06 08:21:38,394 - mmaction - INFO - Epoch [95][3640/3757] lr: 1.000e-04, eta: 10:14:59, time: 1.873, data_time: 0.007, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8828, loss_cls: 1.1216, loss: 1.1216, grad_norm: 9.4108 2020-08-06 08:22:18,456 - mmaction - INFO - Epoch [95][3660/3757] lr: 1.000e-04, eta: 10:14:20, time: 2.004, data_time: 0.009, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8961, loss_cls: 1.1169, loss: 1.1169, grad_norm: 9.4229 2020-08-06 08:22:58,686 - mmaction - INFO - Epoch [95][3680/3757] lr: 1.000e-04, eta: 10:13:41, time: 2.014, data_time: 0.010, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1370, loss: 1.1370, grad_norm: 9.2623 2020-08-06 08:23:39,918 - mmaction - INFO - Epoch [95][3700/3757] lr: 1.000e-04, eta: 10:13:02, time: 2.058, data_time: 0.011, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.1378, loss: 1.1378, grad_norm: 9.2622 2020-08-06 08:24:18,540 - mmaction - INFO - Epoch [95][3720/3757] lr: 1.000e-04, eta: 10:12:23, time: 1.938, data_time: 0.020, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.2206, loss: 1.2206, grad_norm: 9.6987 2020-08-06 08:24:57,597 - mmaction - INFO - Epoch [95][3740/3757] lr: 1.000e-04, eta: 10:11:44, time: 1.947, data_time: 0.046, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8977, loss_cls: 1.1194, loss: 1.1194, grad_norm: 9.2333 2020-08-06 08:25:23,907 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-08-06 08:26:20,558 - mmaction - INFO - Epoch [96][20/3757] lr: 1.000e-04, eta: 10:10:30, time: 2.754, data_time: 0.895, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8766, loss_cls: 1.2120, loss: 1.2120, grad_norm: 9.5189 2020-08-06 08:26:58,450 - mmaction - INFO - Epoch [96][40/3757] lr: 1.000e-04, eta: 10:09:51, time: 1.897, data_time: 0.252, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8961, loss_cls: 1.1257, loss: 1.1257, grad_norm: 9.3526 2020-08-06 08:27:37,428 - mmaction - INFO - Epoch [96][60/3757] lr: 1.000e-04, eta: 10:09:12, time: 1.945, data_time: 0.550, memory: 5166, top1_acc: 0.7352, top5_acc: 0.9047, loss_cls: 1.0420, loss: 1.0420, grad_norm: 9.1678 2020-08-06 08:28:18,940 - mmaction - INFO - Epoch [96][80/3757] lr: 1.000e-04, eta: 10:08:33, time: 2.082, data_time: 0.338, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8758, loss_cls: 1.2023, loss: 1.2023, grad_norm: 9.6356 2020-08-06 08:28:58,601 - mmaction - INFO - Epoch [96][100/3757] lr: 1.000e-04, eta: 10:07:54, time: 1.977, data_time: 0.272, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8922, loss_cls: 1.0865, loss: 1.0865, grad_norm: 8.9846 2020-08-06 08:29:36,270 - mmaction - INFO - Epoch [96][120/3757] lr: 1.000e-04, eta: 10:07:15, time: 1.889, data_time: 0.949, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.1978, loss: 1.1978, grad_norm: 9.8008 2020-08-06 08:30:17,327 - mmaction - INFO - Epoch [96][140/3757] lr: 1.000e-04, eta: 10:06:36, time: 2.050, data_time: 0.689, memory: 5166, top1_acc: 0.7281, top5_acc: 0.9062, loss_cls: 1.0723, loss: 1.0723, grad_norm: 9.4021 2020-08-06 08:30:55,427 - mmaction - INFO - Epoch [96][160/3757] lr: 1.000e-04, eta: 10:05:57, time: 1.908, data_time: 0.762, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.0578, loss: 1.0578, grad_norm: 9.0159 2020-08-06 08:31:34,829 - mmaction - INFO - Epoch [96][180/3757] lr: 1.000e-04, eta: 10:05:18, time: 1.970, data_time: 1.393, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8773, loss_cls: 1.2092, loss: 1.2092, grad_norm: 9.6366 2020-08-06 08:32:15,440 - mmaction - INFO - Epoch [96][200/3757] lr: 1.000e-04, eta: 10:04:39, time: 2.018, data_time: 1.249, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8758, loss_cls: 1.1665, loss: 1.1665, grad_norm: 9.4718 2020-08-06 08:32:57,959 - mmaction - INFO - Epoch [96][220/3757] lr: 1.000e-04, eta: 10:04:00, time: 2.138, data_time: 0.022, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1640, loss: 1.1640, grad_norm: 9.3615 2020-08-06 08:33:35,267 - mmaction - INFO - Epoch [96][240/3757] lr: 1.000e-04, eta: 10:03:21, time: 1.858, data_time: 0.007, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8844, loss_cls: 1.1371, loss: 1.1371, grad_norm: 9.2517 2020-08-06 08:34:13,714 - mmaction - INFO - Epoch [96][260/3757] lr: 1.000e-04, eta: 10:02:42, time: 1.930, data_time: 0.011, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8820, loss_cls: 1.1882, loss: 1.1882, grad_norm: 9.4839 2020-08-06 08:34:55,454 - mmaction - INFO - Epoch [96][280/3757] lr: 1.000e-04, eta: 10:02:03, time: 2.087, data_time: 0.032, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8945, loss_cls: 1.1525, loss: 1.1525, grad_norm: 9.5949 2020-08-06 08:35:31,204 - mmaction - INFO - Epoch [96][300/3757] lr: 1.000e-04, eta: 10:01:24, time: 1.787, data_time: 0.004, memory: 5166, top1_acc: 0.7500, top5_acc: 0.9094, loss_cls: 1.0279, loss: 1.0279, grad_norm: 8.9896 2020-08-06 08:36:14,368 - mmaction - INFO - Epoch [96][320/3757] lr: 1.000e-04, eta: 10:00:45, time: 2.156, data_time: 0.010, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8766, loss_cls: 1.1705, loss: 1.1705, grad_norm: 9.4259 2020-08-06 08:36:52,172 - mmaction - INFO - Epoch [96][340/3757] lr: 1.000e-04, eta: 10:00:06, time: 1.894, data_time: 0.006, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.1701, loss: 1.1701, grad_norm: 9.4647 2020-08-06 08:37:31,581 - mmaction - INFO - Epoch [96][360/3757] lr: 1.000e-04, eta: 9:59:27, time: 1.966, data_time: 0.072, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8859, loss_cls: 1.1345, loss: 1.1345, grad_norm: 9.1173 2020-08-06 08:38:11,719 - mmaction - INFO - Epoch [96][380/3757] lr: 1.000e-04, eta: 9:58:48, time: 2.011, data_time: 0.007, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8906, loss_cls: 1.1119, loss: 1.1119, grad_norm: 8.9193 2020-08-06 08:38:48,878 - mmaction - INFO - Epoch [96][400/3757] lr: 1.000e-04, eta: 9:58:09, time: 1.854, data_time: 0.008, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8961, loss_cls: 1.0890, loss: 1.0890, grad_norm: 9.3427 2020-08-06 08:39:29,959 - mmaction - INFO - Epoch [96][420/3757] lr: 1.000e-04, eta: 9:57:30, time: 2.056, data_time: 0.181, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8938, loss_cls: 1.1432, loss: 1.1432, grad_norm: 9.5007 2020-08-06 08:40:07,051 - mmaction - INFO - Epoch [96][440/3757] lr: 1.000e-04, eta: 9:56:51, time: 1.856, data_time: 0.803, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8836, loss_cls: 1.1062, loss: 1.1062, grad_norm: 9.1148 2020-08-06 08:40:47,092 - mmaction - INFO - Epoch [96][460/3757] lr: 1.000e-04, eta: 9:56:12, time: 2.001, data_time: 1.445, memory: 5166, top1_acc: 0.7234, top5_acc: 0.9023, loss_cls: 1.1211, loss: 1.1211, grad_norm: 9.3553 2020-08-06 08:41:29,056 - mmaction - INFO - Epoch [96][480/3757] lr: 1.000e-04, eta: 9:55:33, time: 2.091, data_time: 1.515, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8883, loss_cls: 1.1358, loss: 1.1358, grad_norm: 9.2242 2020-08-06 08:42:03,886 - mmaction - INFO - Epoch [96][500/3757] lr: 1.000e-04, eta: 9:54:54, time: 1.748, data_time: 1.189, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1590, loss: 1.1590, grad_norm: 9.5394 2020-08-06 08:42:45,041 - mmaction - INFO - Epoch [96][520/3757] lr: 1.000e-04, eta: 9:54:15, time: 2.052, data_time: 1.477, memory: 5166, top1_acc: 0.7258, top5_acc: 0.9047, loss_cls: 1.0972, loss: 1.0972, grad_norm: 9.3812 2020-08-06 08:43:22,802 - mmaction - INFO - Epoch [96][540/3757] lr: 1.000e-04, eta: 9:53:36, time: 1.895, data_time: 1.312, memory: 5166, top1_acc: 0.7453, top5_acc: 0.9031, loss_cls: 1.0302, loss: 1.0302, grad_norm: 9.1535 2020-08-06 08:44:03,533 - mmaction - INFO - Epoch [96][560/3757] lr: 1.000e-04, eta: 9:52:57, time: 2.026, data_time: 1.112, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8922, loss_cls: 1.1192, loss: 1.1192, grad_norm: 9.3291 2020-08-06 08:44:44,350 - mmaction - INFO - Epoch [96][580/3757] lr: 1.000e-04, eta: 9:52:18, time: 2.052, data_time: 0.047, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8938, loss_cls: 1.1496, loss: 1.1496, grad_norm: 9.5747 2020-08-06 08:45:23,779 - mmaction - INFO - Epoch [96][600/3757] lr: 1.000e-04, eta: 9:51:39, time: 1.966, data_time: 0.009, memory: 5166, top1_acc: 0.7398, top5_acc: 0.8836, loss_cls: 1.0950, loss: 1.0950, grad_norm: 8.9866 2020-08-06 08:46:02,771 - mmaction - INFO - Epoch [96][620/3757] lr: 1.000e-04, eta: 9:51:00, time: 1.955, data_time: 0.028, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8984, loss_cls: 1.0716, loss: 1.0716, grad_norm: 9.0467 2020-08-06 08:46:43,666 - mmaction - INFO - Epoch [96][640/3757] lr: 1.000e-04, eta: 9:50:21, time: 2.037, data_time: 0.205, memory: 5166, top1_acc: 0.7492, top5_acc: 0.8836, loss_cls: 1.0752, loss: 1.0752, grad_norm: 8.8501 2020-08-06 08:47:21,753 - mmaction - INFO - Epoch [96][660/3757] lr: 1.000e-04, eta: 9:49:42, time: 1.910, data_time: 0.994, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.2313, loss: 1.2313, grad_norm: 9.3899 2020-08-06 08:48:02,486 - mmaction - INFO - Epoch [96][680/3757] lr: 1.000e-04, eta: 9:49:03, time: 2.039, data_time: 0.017, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8906, loss_cls: 1.0859, loss: 1.0859, grad_norm: 9.1733 2020-08-06 08:48:40,641 - mmaction - INFO - Epoch [96][700/3757] lr: 1.000e-04, eta: 9:48:24, time: 1.900, data_time: 0.008, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.1798, loss: 1.1798, grad_norm: 9.5358 2020-08-06 08:49:18,586 - mmaction - INFO - Epoch [96][720/3757] lr: 1.000e-04, eta: 9:47:45, time: 1.904, data_time: 0.021, memory: 5166, top1_acc: 0.7406, top5_acc: 0.9000, loss_cls: 1.0661, loss: 1.0661, grad_norm: 9.1067 2020-08-06 08:49:55,989 - mmaction - INFO - Epoch [96][740/3757] lr: 1.000e-04, eta: 9:47:06, time: 1.866, data_time: 0.117, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.0922, loss: 1.0922, grad_norm: 9.3814 2020-08-06 08:50:38,826 - mmaction - INFO - Epoch [96][760/3757] lr: 1.000e-04, eta: 9:46:27, time: 2.146, data_time: 0.489, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8789, loss_cls: 1.1837, loss: 1.1837, grad_norm: 9.5068 2020-08-06 08:51:14,667 - mmaction - INFO - Epoch [96][780/3757] lr: 1.000e-04, eta: 9:45:48, time: 1.793, data_time: 0.192, memory: 5166, top1_acc: 0.7414, top5_acc: 0.8992, loss_cls: 1.0523, loss: 1.0523, grad_norm: 8.8780 2020-08-06 08:51:52,424 - mmaction - INFO - Epoch [96][800/3757] lr: 1.000e-04, eta: 9:45:08, time: 1.879, data_time: 0.010, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8883, loss_cls: 1.1828, loss: 1.1828, grad_norm: 9.4946 2020-08-06 08:52:30,352 - mmaction - INFO - Epoch [96][820/3757] lr: 1.000e-04, eta: 9:44:29, time: 1.905, data_time: 0.064, memory: 5166, top1_acc: 0.7414, top5_acc: 0.8953, loss_cls: 1.0768, loss: 1.0768, grad_norm: 9.2934 2020-08-06 08:53:13,951 - mmaction - INFO - Epoch [96][840/3757] lr: 1.000e-04, eta: 9:43:51, time: 2.181, data_time: 0.004, memory: 5166, top1_acc: 0.7438, top5_acc: 0.8961, loss_cls: 1.0652, loss: 1.0652, grad_norm: 9.1385 2020-08-06 08:53:53,833 - mmaction - INFO - Epoch [96][860/3757] lr: 1.000e-04, eta: 9:43:12, time: 1.988, data_time: 0.006, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.1682, loss: 1.1682, grad_norm: 9.4744 2020-08-06 08:54:33,085 - mmaction - INFO - Epoch [96][880/3757] lr: 1.000e-04, eta: 9:42:33, time: 1.968, data_time: 0.009, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.2019, loss: 1.2019, grad_norm: 9.5627 2020-08-06 08:55:15,443 - mmaction - INFO - Epoch [96][900/3757] lr: 1.000e-04, eta: 9:41:54, time: 2.108, data_time: 0.008, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.2003, loss: 1.2003, grad_norm: 9.5733 2020-08-06 08:55:50,147 - mmaction - INFO - Epoch [96][920/3757] lr: 1.000e-04, eta: 9:41:14, time: 1.744, data_time: 0.012, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8805, loss_cls: 1.1622, loss: 1.1622, grad_norm: 9.2570 2020-08-06 08:56:30,607 - mmaction - INFO - Epoch [96][940/3757] lr: 1.000e-04, eta: 9:40:36, time: 2.024, data_time: 0.010, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.1623, loss: 1.1623, grad_norm: 9.5203 2020-08-06 08:57:09,746 - mmaction - INFO - Epoch [96][960/3757] lr: 1.000e-04, eta: 9:39:56, time: 1.957, data_time: 0.003, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8977, loss_cls: 1.0639, loss: 1.0639, grad_norm: 9.1431 2020-08-06 08:57:48,550 - mmaction - INFO - Epoch [96][980/3757] lr: 1.000e-04, eta: 9:39:17, time: 1.932, data_time: 0.008, memory: 5166, top1_acc: 0.7109, top5_acc: 0.9000, loss_cls: 1.1384, loss: 1.1384, grad_norm: 9.4429 2020-08-06 08:58:25,046 - mmaction - INFO - Epoch [96][1000/3757] lr: 1.000e-04, eta: 9:38:38, time: 1.832, data_time: 0.032, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.1728, loss: 1.1728, grad_norm: 9.4093 2020-08-06 08:59:08,393 - mmaction - INFO - Epoch [96][1020/3757] lr: 1.000e-04, eta: 9:37:59, time: 2.168, data_time: 0.009, memory: 5166, top1_acc: 0.7398, top5_acc: 0.9008, loss_cls: 1.0409, loss: 1.0409, grad_norm: 8.9940 2020-08-06 08:59:49,325 - mmaction - INFO - Epoch [96][1040/3757] lr: 1.000e-04, eta: 9:37:21, time: 2.046, data_time: 0.004, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8750, loss_cls: 1.2382, loss: 1.2382, grad_norm: 9.5804 2020-08-06 09:00:26,038 - mmaction - INFO - Epoch [96][1060/3757] lr: 1.000e-04, eta: 9:36:41, time: 1.821, data_time: 0.009, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.1928, loss: 1.1928, grad_norm: 9.5838 2020-08-06 09:01:05,797 - mmaction - INFO - Epoch [96][1080/3757] lr: 1.000e-04, eta: 9:36:02, time: 2.004, data_time: 0.085, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8977, loss_cls: 1.1110, loss: 1.1110, grad_norm: 9.2850 2020-08-06 09:01:44,456 - mmaction - INFO - Epoch [96][1100/3757] lr: 1.000e-04, eta: 9:35:23, time: 1.922, data_time: 0.022, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8891, loss_cls: 1.1126, loss: 1.1126, grad_norm: 9.4638 2020-08-06 09:02:24,307 - mmaction - INFO - Epoch [96][1120/3757] lr: 1.000e-04, eta: 9:34:44, time: 2.002, data_time: 0.302, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8828, loss_cls: 1.1305, loss: 1.1305, grad_norm: 9.2957 2020-08-06 09:03:02,676 - mmaction - INFO - Epoch [96][1140/3757] lr: 1.000e-04, eta: 9:34:05, time: 1.911, data_time: 1.217, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1977, loss: 1.1977, grad_norm: 9.7394 2020-08-06 09:03:41,259 - mmaction - INFO - Epoch [96][1160/3757] lr: 1.000e-04, eta: 9:33:26, time: 1.929, data_time: 0.982, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1455, loss: 1.1455, grad_norm: 9.4017 2020-08-06 09:04:19,437 - mmaction - INFO - Epoch [96][1180/3757] lr: 1.000e-04, eta: 9:32:47, time: 1.917, data_time: 0.440, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8797, loss_cls: 1.1502, loss: 1.1502, grad_norm: 9.1710 2020-08-06 09:04:56,193 - mmaction - INFO - Epoch [96][1200/3757] lr: 1.000e-04, eta: 9:32:08, time: 1.839, data_time: 0.090, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8867, loss_cls: 1.1758, loss: 1.1758, grad_norm: 9.6509 2020-08-06 09:05:35,905 - mmaction - INFO - Epoch [96][1220/3757] lr: 1.000e-04, eta: 9:31:29, time: 1.985, data_time: 0.225, memory: 5166, top1_acc: 0.7414, top5_acc: 0.9023, loss_cls: 1.0613, loss: 1.0613, grad_norm: 9.2415 2020-08-06 09:06:14,911 - mmaction - INFO - Epoch [96][1240/3757] lr: 1.000e-04, eta: 9:30:50, time: 1.947, data_time: 0.084, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1761, loss: 1.1761, grad_norm: 9.2611 2020-08-06 09:06:56,648 - mmaction - INFO - Epoch [96][1260/3757] lr: 1.000e-04, eta: 9:30:11, time: 2.087, data_time: 0.008, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8938, loss_cls: 1.1297, loss: 1.1297, grad_norm: 9.3265 2020-08-06 09:07:30,600 - mmaction - INFO - Epoch [96][1280/3757] lr: 1.000e-04, eta: 9:29:31, time: 1.700, data_time: 0.243, memory: 5166, top1_acc: 0.7289, top5_acc: 0.9016, loss_cls: 1.0942, loss: 1.0942, grad_norm: 9.3120 2020-08-06 09:08:10,064 - mmaction - INFO - Epoch [96][1300/3757] lr: 1.000e-04, eta: 9:28:52, time: 1.964, data_time: 0.967, memory: 5166, top1_acc: 0.7445, top5_acc: 0.8969, loss_cls: 1.0609, loss: 1.0609, grad_norm: 9.0545 2020-08-06 09:08:52,760 - mmaction - INFO - Epoch [96][1320/3757] lr: 1.000e-04, eta: 9:28:14, time: 2.142, data_time: 0.159, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8781, loss_cls: 1.1874, loss: 1.1874, grad_norm: 9.4961 2020-08-06 09:09:33,907 - mmaction - INFO - Epoch [96][1340/3757] lr: 1.000e-04, eta: 9:27:35, time: 2.054, data_time: 0.009, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.1326, loss: 1.1326, grad_norm: 9.4910 2020-08-06 09:10:15,461 - mmaction - INFO - Epoch [96][1360/3757] lr: 1.000e-04, eta: 9:26:56, time: 2.076, data_time: 0.079, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8820, loss_cls: 1.1067, loss: 1.1067, grad_norm: 9.0369 2020-08-06 09:10:52,560 - mmaction - INFO - Epoch [96][1380/3757] lr: 1.000e-04, eta: 9:26:17, time: 1.862, data_time: 0.012, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8992, loss_cls: 1.0490, loss: 1.0490, grad_norm: 9.0630 2020-08-06 09:11:30,488 - mmaction - INFO - Epoch [96][1400/3757] lr: 1.000e-04, eta: 9:25:38, time: 1.890, data_time: 0.008, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8953, loss_cls: 1.0681, loss: 1.0681, grad_norm: 9.4884 2020-08-06 09:12:09,296 - mmaction - INFO - Epoch [96][1420/3757] lr: 1.000e-04, eta: 9:24:59, time: 1.942, data_time: 0.009, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8922, loss_cls: 1.1351, loss: 1.1351, grad_norm: 9.4607 2020-08-06 09:12:46,465 - mmaction - INFO - Epoch [96][1440/3757] lr: 1.000e-04, eta: 9:24:19, time: 1.855, data_time: 0.088, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1838, loss: 1.1838, grad_norm: 9.2884 2020-08-06 09:13:26,993 - mmaction - INFO - Epoch [96][1460/3757] lr: 1.000e-04, eta: 9:23:41, time: 2.034, data_time: 0.039, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8789, loss_cls: 1.1320, loss: 1.1320, grad_norm: 9.1930 2020-08-06 09:14:07,571 - mmaction - INFO - Epoch [96][1480/3757] lr: 1.000e-04, eta: 9:23:02, time: 2.028, data_time: 0.003, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8875, loss_cls: 1.1878, loss: 1.1878, grad_norm: 9.8126 2020-08-06 09:14:49,848 - mmaction - INFO - Epoch [96][1500/3757] lr: 1.000e-04, eta: 9:22:23, time: 2.109, data_time: 0.010, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8703, loss_cls: 1.1985, loss: 1.1985, grad_norm: 9.4461 2020-08-06 09:15:26,047 - mmaction - INFO - Epoch [96][1520/3757] lr: 1.000e-04, eta: 9:21:44, time: 1.805, data_time: 0.009, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8828, loss_cls: 1.1534, loss: 1.1534, grad_norm: 9.0779 2020-08-06 09:16:05,999 - mmaction - INFO - Epoch [96][1540/3757] lr: 1.000e-04, eta: 9:21:05, time: 2.007, data_time: 0.014, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8969, loss_cls: 1.1365, loss: 1.1365, grad_norm: 9.3939 2020-08-06 09:16:45,971 - mmaction - INFO - Epoch [96][1560/3757] lr: 1.000e-04, eta: 9:20:26, time: 1.995, data_time: 0.010, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8930, loss_cls: 1.1495, loss: 1.1495, grad_norm: 9.6041 2020-08-06 09:17:23,528 - mmaction - INFO - Epoch [96][1580/3757] lr: 1.000e-04, eta: 9:19:46, time: 1.881, data_time: 0.011, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2262, loss: 1.2262, grad_norm: 9.6969 2020-08-06 09:18:01,094 - mmaction - INFO - Epoch [96][1600/3757] lr: 1.000e-04, eta: 9:19:07, time: 1.881, data_time: 0.011, memory: 5166, top1_acc: 0.6953, top5_acc: 0.8844, loss_cls: 1.1993, loss: 1.1993, grad_norm: 9.3030 2020-08-06 09:18:39,915 - mmaction - INFO - Epoch [96][1620/3757] lr: 1.000e-04, eta: 9:18:28, time: 1.941, data_time: 0.003, memory: 5166, top1_acc: 0.7211, top5_acc: 0.9008, loss_cls: 1.1034, loss: 1.1034, grad_norm: 9.0548 2020-08-06 09:19:20,148 - mmaction - INFO - Epoch [96][1640/3757] lr: 1.000e-04, eta: 9:17:49, time: 2.005, data_time: 0.009, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.1756, loss: 1.1756, grad_norm: 9.4321 2020-08-06 09:19:58,084 - mmaction - INFO - Epoch [96][1660/3757] lr: 1.000e-04, eta: 9:17:10, time: 1.903, data_time: 0.062, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8852, loss_cls: 1.1062, loss: 1.1062, grad_norm: 8.9386 2020-08-06 09:20:39,044 - mmaction - INFO - Epoch [96][1680/3757] lr: 1.000e-04, eta: 9:16:31, time: 2.039, data_time: 0.008, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8961, loss_cls: 1.1266, loss: 1.1266, grad_norm: 9.4446 2020-08-06 09:21:23,284 - mmaction - INFO - Epoch [96][1700/3757] lr: 1.000e-04, eta: 9:15:53, time: 2.221, data_time: 0.013, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8922, loss_cls: 1.1676, loss: 1.1676, grad_norm: 9.3582 2020-08-06 09:21:57,231 - mmaction - INFO - Epoch [96][1720/3757] lr: 1.000e-04, eta: 9:15:13, time: 1.698, data_time: 0.009, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1822, loss: 1.1822, grad_norm: 9.3818 2020-08-06 09:22:40,386 - mmaction - INFO - Epoch [96][1740/3757] lr: 1.000e-04, eta: 9:14:34, time: 2.148, data_time: 0.010, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1619, loss: 1.1619, grad_norm: 9.3589 2020-08-06 09:23:20,612 - mmaction - INFO - Epoch [96][1760/3757] lr: 1.000e-04, eta: 9:13:56, time: 2.020, data_time: 0.012, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.1825, loss: 1.1825, grad_norm: 9.6111 2020-08-06 09:23:57,639 - mmaction - INFO - Epoch [96][1780/3757] lr: 1.000e-04, eta: 9:13:16, time: 1.853, data_time: 0.009, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8750, loss_cls: 1.1401, loss: 1.1401, grad_norm: 9.3746 2020-08-06 09:24:36,443 - mmaction - INFO - Epoch [96][1800/3757] lr: 1.000e-04, eta: 9:12:37, time: 1.939, data_time: 0.003, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8797, loss_cls: 1.1265, loss: 1.1265, grad_norm: 9.2192 2020-08-06 09:25:14,241 - mmaction - INFO - Epoch [96][1820/3757] lr: 1.000e-04, eta: 9:11:58, time: 1.888, data_time: 0.008, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.1253, loss: 1.1253, grad_norm: 9.4168 2020-08-06 09:25:49,224 - mmaction - INFO - Epoch [96][1840/3757] lr: 1.000e-04, eta: 9:11:19, time: 1.751, data_time: 0.032, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8945, loss_cls: 1.1078, loss: 1.1078, grad_norm: 9.4101 2020-08-06 09:26:32,272 - mmaction - INFO - Epoch [96][1860/3757] lr: 1.000e-04, eta: 9:10:40, time: 2.150, data_time: 0.277, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.1575, loss: 1.1575, grad_norm: 9.5439 2020-08-06 09:27:11,905 - mmaction - INFO - Epoch [96][1880/3757] lr: 1.000e-04, eta: 9:10:01, time: 1.982, data_time: 0.008, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8828, loss_cls: 1.1479, loss: 1.1479, grad_norm: 9.3146 2020-08-06 09:27:53,038 - mmaction - INFO - Epoch [96][1900/3757] lr: 1.000e-04, eta: 9:09:22, time: 2.058, data_time: 0.010, memory: 5166, top1_acc: 0.7320, top5_acc: 0.9016, loss_cls: 1.0645, loss: 1.0645, grad_norm: 9.4337 2020-08-06 09:28:32,809 - mmaction - INFO - Epoch [96][1920/3757] lr: 1.000e-04, eta: 9:08:43, time: 1.990, data_time: 0.004, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8789, loss_cls: 1.1282, loss: 1.1282, grad_norm: 9.1819 2020-08-06 09:29:11,231 - mmaction - INFO - Epoch [96][1940/3757] lr: 1.000e-04, eta: 9:08:04, time: 1.917, data_time: 0.009, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1454, loss: 1.1454, grad_norm: 9.1834 2020-08-06 09:29:49,995 - mmaction - INFO - Epoch [96][1960/3757] lr: 1.000e-04, eta: 9:07:25, time: 1.941, data_time: 0.009, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1575, loss: 1.1575, grad_norm: 9.6917 2020-08-06 09:30:29,198 - mmaction - INFO - Epoch [96][1980/3757] lr: 1.000e-04, eta: 9:06:46, time: 1.956, data_time: 0.010, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8852, loss_cls: 1.1032, loss: 1.1032, grad_norm: 9.0910 2020-08-06 09:31:11,406 - mmaction - INFO - Epoch [96][2000/3757] lr: 1.000e-04, eta: 9:06:07, time: 2.115, data_time: 0.013, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8891, loss_cls: 1.0992, loss: 1.0992, grad_norm: 9.0368 2020-08-06 09:31:49,458 - mmaction - INFO - Epoch [96][2020/3757] lr: 1.000e-04, eta: 9:05:28, time: 1.903, data_time: 0.004, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2396, loss: 1.2396, grad_norm: 9.5774 2020-08-06 09:32:32,799 - mmaction - INFO - Epoch [96][2040/3757] lr: 1.000e-04, eta: 9:04:49, time: 2.168, data_time: 0.003, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8867, loss_cls: 1.1467, loss: 1.1467, grad_norm: 9.4762 2020-08-06 09:33:07,854 - mmaction - INFO - Epoch [96][2060/3757] lr: 1.000e-04, eta: 9:04:10, time: 1.750, data_time: 0.005, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8836, loss_cls: 1.1447, loss: 1.1447, grad_norm: 9.3532 2020-08-06 09:33:46,273 - mmaction - INFO - Epoch [96][2080/3757] lr: 1.000e-04, eta: 9:03:31, time: 1.916, data_time: 0.023, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8984, loss_cls: 1.1152, loss: 1.1152, grad_norm: 9.2646 2020-08-06 09:34:30,782 - mmaction - INFO - Epoch [96][2100/3757] lr: 1.000e-04, eta: 9:02:52, time: 2.233, data_time: 0.062, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8758, loss_cls: 1.2282, loss: 1.2282, grad_norm: 9.6354 2020-08-06 09:35:08,360 - mmaction - INFO - Epoch [96][2120/3757] lr: 1.000e-04, eta: 9:02:13, time: 1.878, data_time: 0.006, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8812, loss_cls: 1.2122, loss: 1.2122, grad_norm: 9.6717 2020-08-06 09:35:47,819 - mmaction - INFO - Epoch [96][2140/3757] lr: 1.000e-04, eta: 9:01:34, time: 1.974, data_time: 0.034, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8828, loss_cls: 1.1202, loss: 1.1202, grad_norm: 8.9947 2020-08-06 09:36:28,015 - mmaction - INFO - Epoch [96][2160/3757] lr: 1.000e-04, eta: 9:00:55, time: 2.002, data_time: 0.008, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8844, loss_cls: 1.1442, loss: 1.1442, grad_norm: 9.4682 2020-08-06 09:37:08,389 - mmaction - INFO - Epoch [96][2180/3757] lr: 1.000e-04, eta: 9:00:16, time: 2.027, data_time: 0.027, memory: 5166, top1_acc: 0.6891, top5_acc: 0.8781, loss_cls: 1.1926, loss: 1.1926, grad_norm: 9.5475 2020-08-06 09:37:47,609 - mmaction - INFO - Epoch [96][2200/3757] lr: 1.000e-04, eta: 8:59:37, time: 1.954, data_time: 0.007, memory: 5166, top1_acc: 0.7391, top5_acc: 0.8781, loss_cls: 1.1339, loss: 1.1339, grad_norm: 9.3665 2020-08-06 09:38:25,825 - mmaction - INFO - Epoch [96][2220/3757] lr: 1.000e-04, eta: 8:58:58, time: 1.917, data_time: 0.022, memory: 5166, top1_acc: 0.7250, top5_acc: 0.9031, loss_cls: 1.1051, loss: 1.1051, grad_norm: 9.3087 2020-08-06 09:39:02,334 - mmaction - INFO - Epoch [96][2240/3757] lr: 1.000e-04, eta: 8:58:19, time: 1.815, data_time: 0.163, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8828, loss_cls: 1.1537, loss: 1.1537, grad_norm: 9.3380 2020-08-06 09:39:40,184 - mmaction - INFO - Epoch [96][2260/3757] lr: 1.000e-04, eta: 8:57:40, time: 1.903, data_time: 0.038, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1651, loss: 1.1651, grad_norm: 9.4769 2020-08-06 09:40:20,936 - mmaction - INFO - Epoch [96][2280/3757] lr: 1.000e-04, eta: 8:57:01, time: 2.038, data_time: 0.058, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.1100, loss: 1.1100, grad_norm: 9.3094 2020-08-06 09:41:03,405 - mmaction - INFO - Epoch [96][2300/3757] lr: 1.000e-04, eta: 8:56:22, time: 2.119, data_time: 0.003, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.1251, loss: 1.1251, grad_norm: 9.4056 2020-08-06 09:41:41,131 - mmaction - INFO - Epoch [96][2320/3757] lr: 1.000e-04, eta: 8:55:43, time: 1.890, data_time: 0.448, memory: 5166, top1_acc: 0.7406, top5_acc: 0.9008, loss_cls: 1.0712, loss: 1.0712, grad_norm: 9.2161 2020-08-06 09:42:20,824 - mmaction - INFO - Epoch [96][2340/3757] lr: 1.000e-04, eta: 8:55:04, time: 1.976, data_time: 1.112, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8961, loss_cls: 1.1344, loss: 1.1344, grad_norm: 9.4484 2020-08-06 09:43:02,840 - mmaction - INFO - Epoch [96][2360/3757] lr: 1.000e-04, eta: 8:54:25, time: 2.103, data_time: 0.642, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8781, loss_cls: 1.1471, loss: 1.1471, grad_norm: 9.0998 2020-08-06 09:43:35,823 - mmaction - INFO - Epoch [96][2380/3757] lr: 1.000e-04, eta: 8:53:46, time: 1.644, data_time: 0.694, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8875, loss_cls: 1.1436, loss: 1.1436, grad_norm: 9.3546 2020-08-06 09:44:15,225 - mmaction - INFO - Epoch [96][2400/3757] lr: 1.000e-04, eta: 8:53:07, time: 1.980, data_time: 0.916, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8969, loss_cls: 1.1155, loss: 1.1155, grad_norm: 9.7622 2020-08-06 09:44:54,448 - mmaction - INFO - Epoch [96][2420/3757] lr: 1.000e-04, eta: 8:52:28, time: 1.963, data_time: 1.251, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1308, loss: 1.1308, grad_norm: 9.4095 2020-08-06 09:45:39,072 - mmaction - INFO - Epoch [96][2440/3757] lr: 1.000e-04, eta: 8:51:49, time: 2.231, data_time: 1.037, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8734, loss_cls: 1.1923, loss: 1.1923, grad_norm: 9.5110 2020-08-06 09:46:19,395 - mmaction - INFO - Epoch [96][2460/3757] lr: 1.000e-04, eta: 8:51:10, time: 2.017, data_time: 1.455, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2111, loss: 1.2111, grad_norm: 9.3514 2020-08-06 09:47:00,247 - mmaction - INFO - Epoch [96][2480/3757] lr: 1.000e-04, eta: 8:50:31, time: 2.037, data_time: 1.439, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8891, loss_cls: 1.1045, loss: 1.1045, grad_norm: 9.1448 2020-08-06 09:47:38,573 - mmaction - INFO - Epoch [96][2500/3757] lr: 1.000e-04, eta: 8:49:52, time: 1.921, data_time: 1.224, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8984, loss_cls: 1.0976, loss: 1.0976, grad_norm: 9.2611 2020-08-06 09:48:19,268 - mmaction - INFO - Epoch [96][2520/3757] lr: 1.000e-04, eta: 8:49:13, time: 2.033, data_time: 0.614, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8820, loss_cls: 1.1390, loss: 1.1390, grad_norm: 9.2297 2020-08-06 09:48:55,649 - mmaction - INFO - Epoch [96][2540/3757] lr: 1.000e-04, eta: 8:48:34, time: 1.820, data_time: 0.341, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.1569, loss: 1.1569, grad_norm: 9.4219 2020-08-06 09:49:32,146 - mmaction - INFO - Epoch [96][2560/3757] lr: 1.000e-04, eta: 8:47:55, time: 1.823, data_time: 0.069, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8914, loss_cls: 1.1097, loss: 1.1097, grad_norm: 9.1502 2020-08-06 09:50:11,179 - mmaction - INFO - Epoch [96][2580/3757] lr: 1.000e-04, eta: 8:47:16, time: 1.954, data_time: 0.147, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8703, loss_cls: 1.1918, loss: 1.1918, grad_norm: 9.7728 2020-08-06 09:50:49,394 - mmaction - INFO - Epoch [96][2600/3757] lr: 1.000e-04, eta: 8:46:36, time: 1.910, data_time: 0.002, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8867, loss_cls: 1.1853, loss: 1.1853, grad_norm: 9.5631 2020-08-06 09:51:28,643 - mmaction - INFO - Epoch [96][2620/3757] lr: 1.000e-04, eta: 8:45:57, time: 1.963, data_time: 0.226, memory: 5166, top1_acc: 0.7320, top5_acc: 0.9062, loss_cls: 1.0743, loss: 1.0743, grad_norm: 8.9954 2020-08-06 09:52:09,203 - mmaction - INFO - Epoch [96][2640/3757] lr: 1.000e-04, eta: 8:45:18, time: 2.019, data_time: 0.060, memory: 5166, top1_acc: 0.7438, top5_acc: 0.8961, loss_cls: 1.0694, loss: 1.0694, grad_norm: 9.1906 2020-08-06 09:52:51,068 - mmaction - INFO - Epoch [96][2660/3757] lr: 1.000e-04, eta: 8:44:40, time: 2.096, data_time: 0.013, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8789, loss_cls: 1.1579, loss: 1.1579, grad_norm: 9.4931 2020-08-06 09:53:28,347 - mmaction - INFO - Epoch [96][2680/3757] lr: 1.000e-04, eta: 8:44:00, time: 1.871, data_time: 0.011, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8875, loss_cls: 1.1592, loss: 1.1592, grad_norm: 9.5906 2020-08-06 09:54:05,402 - mmaction - INFO - Epoch [96][2700/3757] lr: 1.000e-04, eta: 8:43:21, time: 1.851, data_time: 0.026, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8750, loss_cls: 1.1745, loss: 1.1745, grad_norm: 9.3619 2020-08-06 09:54:44,533 - mmaction - INFO - Epoch [96][2720/3757] lr: 1.000e-04, eta: 8:42:42, time: 1.952, data_time: 0.782, memory: 5166, top1_acc: 0.7445, top5_acc: 0.9016, loss_cls: 1.0413, loss: 1.0413, grad_norm: 9.0115 2020-08-06 09:55:22,820 - mmaction - INFO - Epoch [96][2740/3757] lr: 1.000e-04, eta: 8:42:03, time: 1.921, data_time: 1.190, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8898, loss_cls: 1.0878, loss: 1.0878, grad_norm: 9.3354 2020-08-06 09:56:04,188 - mmaction - INFO - Epoch [96][2760/3757] lr: 1.000e-04, eta: 8:41:24, time: 2.068, data_time: 1.302, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.1474, loss: 1.1474, grad_norm: 9.5661 2020-08-06 09:56:40,632 - mmaction - INFO - Epoch [96][2780/3757] lr: 1.000e-04, eta: 8:40:45, time: 1.821, data_time: 1.234, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8805, loss_cls: 1.1567, loss: 1.1567, grad_norm: 9.2511 2020-08-06 09:57:17,330 - mmaction - INFO - Epoch [96][2800/3757] lr: 1.000e-04, eta: 8:40:06, time: 1.835, data_time: 1.129, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1574, loss: 1.1574, grad_norm: 9.6176 2020-08-06 09:58:00,016 - mmaction - INFO - Epoch [96][2820/3757] lr: 1.000e-04, eta: 8:39:27, time: 2.127, data_time: 1.114, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8773, loss_cls: 1.1881, loss: 1.1881, grad_norm: 9.5972 2020-08-06 09:58:37,011 - mmaction - INFO - Epoch [96][2840/3757] lr: 1.000e-04, eta: 8:38:48, time: 1.858, data_time: 0.326, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8914, loss_cls: 1.1054, loss: 1.1054, grad_norm: 9.3393 2020-08-06 09:59:15,624 - mmaction - INFO - Epoch [96][2860/3757] lr: 1.000e-04, eta: 8:38:09, time: 1.930, data_time: 0.002, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8766, loss_cls: 1.1734, loss: 1.1734, grad_norm: 9.3950 2020-08-06 09:59:54,385 - mmaction - INFO - Epoch [96][2880/3757] lr: 1.000e-04, eta: 8:37:30, time: 1.935, data_time: 0.008, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8844, loss_cls: 1.1483, loss: 1.1483, grad_norm: 9.2777 2020-08-06 10:00:35,148 - mmaction - INFO - Epoch [96][2900/3757] lr: 1.000e-04, eta: 8:36:51, time: 2.024, data_time: 0.210, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8898, loss_cls: 1.1241, loss: 1.1241, grad_norm: 9.3055 2020-08-06 10:01:15,332 - mmaction - INFO - Epoch [96][2920/3757] lr: 1.000e-04, eta: 8:36:12, time: 2.026, data_time: 0.455, memory: 5166, top1_acc: 0.7516, top5_acc: 0.9023, loss_cls: 1.0650, loss: 1.0650, grad_norm: 9.3161 2020-08-06 10:01:56,662 - mmaction - INFO - Epoch [96][2940/3757] lr: 1.000e-04, eta: 8:35:33, time: 2.064, data_time: 0.046, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8883, loss_cls: 1.1197, loss: 1.1197, grad_norm: 9.4495 2020-08-06 10:02:34,762 - mmaction - INFO - Epoch [96][2960/3757] lr: 1.000e-04, eta: 8:34:54, time: 1.908, data_time: 0.017, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1749, loss: 1.1749, grad_norm: 9.5954 2020-08-06 10:03:17,461 - mmaction - INFO - Epoch [96][2980/3757] lr: 1.000e-04, eta: 8:34:15, time: 2.129, data_time: 0.023, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1113, loss: 1.1113, grad_norm: 9.1144 2020-08-06 10:03:55,169 - mmaction - INFO - Epoch [96][3000/3757] lr: 1.000e-04, eta: 8:33:36, time: 1.891, data_time: 0.009, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1196, loss: 1.1196, grad_norm: 9.3402 2020-08-06 10:04:32,560 - mmaction - INFO - Epoch [96][3020/3757] lr: 1.000e-04, eta: 8:32:57, time: 1.862, data_time: 0.008, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8711, loss_cls: 1.2124, loss: 1.2124, grad_norm: 9.5174 2020-08-06 10:05:13,068 - mmaction - INFO - Epoch [96][3040/3757] lr: 1.000e-04, eta: 8:32:18, time: 2.025, data_time: 0.094, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8891, loss_cls: 1.1836, loss: 1.1836, grad_norm: 9.4601 2020-08-06 10:05:48,201 - mmaction - INFO - Epoch [96][3060/3757] lr: 1.000e-04, eta: 8:31:38, time: 1.765, data_time: 0.023, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8773, loss_cls: 1.1872, loss: 1.1872, grad_norm: 9.4068 2020-08-06 10:06:29,470 - mmaction - INFO - Epoch [96][3080/3757] lr: 1.000e-04, eta: 8:31:00, time: 2.061, data_time: 0.007, memory: 5166, top1_acc: 0.7383, top5_acc: 0.9055, loss_cls: 1.0514, loss: 1.0514, grad_norm: 9.3402 2020-08-06 10:07:09,181 - mmaction - INFO - Epoch [96][3100/3757] lr: 1.000e-04, eta: 8:30:21, time: 1.987, data_time: 0.005, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8781, loss_cls: 1.1636, loss: 1.1636, grad_norm: 9.4984 2020-08-06 10:07:50,268 - mmaction - INFO - Epoch [96][3120/3757] lr: 1.000e-04, eta: 8:29:42, time: 2.049, data_time: 0.009, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8766, loss_cls: 1.1615, loss: 1.1615, grad_norm: 9.5424 2020-08-06 10:08:28,093 - mmaction - INFO - Epoch [96][3140/3757] lr: 1.000e-04, eta: 8:29:03, time: 1.897, data_time: 0.063, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1147, loss: 1.1147, grad_norm: 9.2213 2020-08-06 10:09:03,643 - mmaction - INFO - Epoch [96][3160/3757] lr: 1.000e-04, eta: 8:28:23, time: 1.773, data_time: 0.682, memory: 5166, top1_acc: 0.7102, top5_acc: 0.9023, loss_cls: 1.1056, loss: 1.1056, grad_norm: 9.5528 2020-08-06 10:09:45,446 - mmaction - INFO - Epoch [96][3180/3757] lr: 1.000e-04, eta: 8:27:44, time: 2.097, data_time: 0.317, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1545, loss: 1.1545, grad_norm: 9.1752 2020-08-06 10:10:22,752 - mmaction - INFO - Epoch [96][3200/3757] lr: 1.000e-04, eta: 8:27:05, time: 1.861, data_time: 0.010, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8836, loss_cls: 1.1830, loss: 1.1830, grad_norm: 9.7705 2020-08-06 10:11:05,305 - mmaction - INFO - Epoch [96][3220/3757] lr: 1.000e-04, eta: 8:26:26, time: 2.130, data_time: 0.008, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1834, loss: 1.1834, grad_norm: 9.5936 2020-08-06 10:11:43,616 - mmaction - INFO - Epoch [96][3240/3757] lr: 1.000e-04, eta: 8:25:47, time: 1.909, data_time: 0.098, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1513, loss: 1.1513, grad_norm: 9.2378 2020-08-06 10:12:21,315 - mmaction - INFO - Epoch [96][3260/3757] lr: 1.000e-04, eta: 8:25:08, time: 1.892, data_time: 0.089, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.1334, loss: 1.1334, grad_norm: 9.3275 2020-08-06 10:12:58,741 - mmaction - INFO - Epoch [96][3280/3757] lr: 1.000e-04, eta: 8:24:29, time: 1.870, data_time: 0.229, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8766, loss_cls: 1.1081, loss: 1.1081, grad_norm: 9.0201 2020-08-06 10:13:39,412 - mmaction - INFO - Epoch [96][3300/3757] lr: 1.000e-04, eta: 8:23:50, time: 2.026, data_time: 0.101, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8898, loss_cls: 1.1537, loss: 1.1537, grad_norm: 9.4424 2020-08-06 10:14:14,768 - mmaction - INFO - Epoch [96][3320/3757] lr: 1.000e-04, eta: 8:23:11, time: 1.775, data_time: 0.013, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.1724, loss: 1.1724, grad_norm: 9.5702 2020-08-06 10:14:55,429 - mmaction - INFO - Epoch [96][3340/3757] lr: 1.000e-04, eta: 8:22:32, time: 2.027, data_time: 0.010, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8938, loss_cls: 1.1307, loss: 1.1307, grad_norm: 9.6473 2020-08-06 10:15:34,927 - mmaction - INFO - Epoch [96][3360/3757] lr: 1.000e-04, eta: 8:21:53, time: 1.983, data_time: 0.011, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8859, loss_cls: 1.1699, loss: 1.1699, grad_norm: 9.6494 2020-08-06 10:16:11,940 - mmaction - INFO - Epoch [96][3380/3757] lr: 1.000e-04, eta: 8:21:14, time: 1.845, data_time: 0.010, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8922, loss_cls: 1.1003, loss: 1.1003, grad_norm: 9.2315 2020-08-06 10:16:53,211 - mmaction - INFO - Epoch [96][3400/3757] lr: 1.000e-04, eta: 8:20:35, time: 2.069, data_time: 0.017, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.1366, loss: 1.1366, grad_norm: 9.6015 2020-08-06 10:17:32,395 - mmaction - INFO - Epoch [96][3420/3757] lr: 1.000e-04, eta: 8:19:56, time: 1.955, data_time: 0.008, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8883, loss_cls: 1.1791, loss: 1.1791, grad_norm: 9.6260 2020-08-06 10:18:09,335 - mmaction - INFO - Epoch [96][3440/3757] lr: 1.000e-04, eta: 8:19:17, time: 1.851, data_time: 0.008, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.1832, loss: 1.1832, grad_norm: 9.5055 2020-08-06 10:18:48,544 - mmaction - INFO - Epoch [96][3460/3757] lr: 1.000e-04, eta: 8:18:38, time: 1.958, data_time: 0.007, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8953, loss_cls: 1.1268, loss: 1.1268, grad_norm: 9.3873 2020-08-06 10:19:27,521 - mmaction - INFO - Epoch [96][3480/3757] lr: 1.000e-04, eta: 8:17:58, time: 1.948, data_time: 0.005, memory: 5166, top1_acc: 0.7531, top5_acc: 0.9109, loss_cls: 0.9708, loss: 0.9708, grad_norm: 9.1524 2020-08-06 10:20:07,857 - mmaction - INFO - Epoch [96][3500/3757] lr: 1.000e-04, eta: 8:17:20, time: 2.019, data_time: 0.009, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1390, loss: 1.1390, grad_norm: 9.4419 2020-08-06 10:20:46,770 - mmaction - INFO - Epoch [96][3520/3757] lr: 1.000e-04, eta: 8:16:40, time: 1.939, data_time: 0.008, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2507, loss: 1.2507, grad_norm: 9.8086 2020-08-06 10:21:23,231 - mmaction - INFO - Epoch [96][3540/3757] lr: 1.000e-04, eta: 8:16:01, time: 1.831, data_time: 0.011, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8906, loss_cls: 1.1284, loss: 1.1284, grad_norm: 9.6082 2020-08-06 10:22:00,099 - mmaction - INFO - Epoch [96][3560/3757] lr: 1.000e-04, eta: 8:15:22, time: 1.843, data_time: 0.048, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8969, loss_cls: 1.1005, loss: 1.1005, grad_norm: 9.2519 2020-08-06 10:22:39,077 - mmaction - INFO - Epoch [96][3580/3757] lr: 1.000e-04, eta: 8:14:43, time: 1.949, data_time: 0.491, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8945, loss_cls: 1.1325, loss: 1.1325, grad_norm: 9.6421 2020-08-06 10:23:17,397 - mmaction - INFO - Epoch [96][3600/3757] lr: 1.000e-04, eta: 8:14:04, time: 1.907, data_time: 0.983, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8898, loss_cls: 1.1331, loss: 1.1331, grad_norm: 9.5566 2020-08-06 10:23:56,815 - mmaction - INFO - Epoch [96][3620/3757] lr: 1.000e-04, eta: 8:13:25, time: 1.978, data_time: 1.275, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8836, loss_cls: 1.1308, loss: 1.1308, grad_norm: 9.5741 2020-08-06 10:24:36,820 - mmaction - INFO - Epoch [96][3640/3757] lr: 1.000e-04, eta: 8:12:46, time: 1.999, data_time: 1.417, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8906, loss_cls: 1.1270, loss: 1.1270, grad_norm: 9.3808 2020-08-06 10:25:14,339 - mmaction - INFO - Epoch [96][3660/3757] lr: 1.000e-04, eta: 8:12:07, time: 1.871, data_time: 1.291, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8922, loss_cls: 1.0873, loss: 1.0873, grad_norm: 9.1860 2020-08-06 10:25:52,528 - mmaction - INFO - Epoch [96][3680/3757] lr: 1.000e-04, eta: 8:11:28, time: 1.918, data_time: 1.125, memory: 5166, top1_acc: 0.7445, top5_acc: 0.9078, loss_cls: 1.0205, loss: 1.0205, grad_norm: 8.8226 2020-08-06 10:26:28,936 - mmaction - INFO - Epoch [96][3700/3757] lr: 1.000e-04, eta: 8:10:48, time: 1.813, data_time: 0.877, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8805, loss_cls: 1.1548, loss: 1.1548, grad_norm: 9.2359 2020-08-06 10:27:10,136 - mmaction - INFO - Epoch [96][3720/3757] lr: 1.000e-04, eta: 8:10:10, time: 2.067, data_time: 1.159, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8914, loss_cls: 1.1631, loss: 1.1631, grad_norm: 9.6299 2020-08-06 10:27:49,123 - mmaction - INFO - Epoch [96][3740/3757] lr: 1.000e-04, eta: 8:09:30, time: 1.943, data_time: 0.205, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1578, loss: 1.1578, grad_norm: 9.1840 2020-08-06 10:28:16,211 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-08-06 10:29:13,821 - mmaction - INFO - Epoch [97][20/3757] lr: 1.000e-04, eta: 8:08:17, time: 2.836, data_time: 1.011, memory: 5166, top1_acc: 0.7391, top5_acc: 0.8961, loss_cls: 1.0685, loss: 1.0685, grad_norm: 8.8654 2020-08-06 10:29:49,046 - mmaction - INFO - Epoch [97][40/3757] lr: 1.000e-04, eta: 8:07:38, time: 1.761, data_time: 0.004, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8789, loss_cls: 1.1508, loss: 1.1508, grad_norm: 9.2235 2020-08-06 10:30:31,119 - mmaction - INFO - Epoch [97][60/3757] lr: 1.000e-04, eta: 8:06:59, time: 2.099, data_time: 0.170, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8820, loss_cls: 1.1155, loss: 1.1155, grad_norm: 9.2728 2020-08-06 10:31:11,926 - mmaction - INFO - Epoch [97][80/3757] lr: 1.000e-04, eta: 8:06:20, time: 2.045, data_time: 0.013, memory: 5166, top1_acc: 0.7391, top5_acc: 0.8945, loss_cls: 1.0775, loss: 1.0775, grad_norm: 9.2438 2020-08-06 10:31:51,805 - mmaction - INFO - Epoch [97][100/3757] lr: 1.000e-04, eta: 8:05:41, time: 1.989, data_time: 0.008, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8859, loss_cls: 1.1065, loss: 1.1065, grad_norm: 9.0409 2020-08-06 10:32:28,912 - mmaction - INFO - Epoch [97][120/3757] lr: 1.000e-04, eta: 8:05:02, time: 1.862, data_time: 0.057, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2303, loss: 1.2303, grad_norm: 9.7014 2020-08-06 10:33:09,254 - mmaction - INFO - Epoch [97][140/3757] lr: 1.000e-04, eta: 8:04:23, time: 2.009, data_time: 0.251, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.1162, loss: 1.1162, grad_norm: 9.2094 2020-08-06 10:33:49,461 - mmaction - INFO - Epoch [97][160/3757] lr: 1.000e-04, eta: 8:03:44, time: 2.012, data_time: 0.038, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8828, loss_cls: 1.1542, loss: 1.1542, grad_norm: 9.2655 2020-08-06 10:34:32,090 - mmaction - INFO - Epoch [97][180/3757] lr: 1.000e-04, eta: 8:03:05, time: 2.134, data_time: 0.011, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1318, loss: 1.1318, grad_norm: 9.4326 2020-08-06 10:35:08,449 - mmaction - INFO - Epoch [97][200/3757] lr: 1.000e-04, eta: 8:02:26, time: 1.820, data_time: 0.009, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.1693, loss: 1.1693, grad_norm: 9.4059 2020-08-06 10:35:43,397 - mmaction - INFO - Epoch [97][220/3757] lr: 1.000e-04, eta: 8:01:47, time: 1.747, data_time: 0.003, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8953, loss_cls: 1.1559, loss: 1.1559, grad_norm: 9.5362 2020-08-06 10:36:23,336 - mmaction - INFO - Epoch [97][240/3757] lr: 1.000e-04, eta: 8:01:08, time: 1.996, data_time: 0.010, memory: 5166, top1_acc: 0.7250, top5_acc: 0.9016, loss_cls: 1.0489, loss: 1.0489, grad_norm: 9.2062 2020-08-06 10:37:03,370 - mmaction - INFO - Epoch [97][260/3757] lr: 1.000e-04, eta: 8:00:29, time: 2.003, data_time: 0.007, memory: 5166, top1_acc: 0.7414, top5_acc: 0.8969, loss_cls: 1.0401, loss: 1.0401, grad_norm: 8.8013 2020-08-06 10:37:41,496 - mmaction - INFO - Epoch [97][280/3757] lr: 1.000e-04, eta: 7:59:49, time: 1.897, data_time: 0.008, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8859, loss_cls: 1.1303, loss: 1.1303, grad_norm: 9.4972 2020-08-06 10:38:19,824 - mmaction - INFO - Epoch [97][300/3757] lr: 1.000e-04, eta: 7:59:10, time: 1.927, data_time: 0.012, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8734, loss_cls: 1.1736, loss: 1.1736, grad_norm: 9.3606 2020-08-06 10:39:00,521 - mmaction - INFO - Epoch [97][320/3757] lr: 1.000e-04, eta: 7:58:31, time: 2.026, data_time: 0.009, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8938, loss_cls: 1.0897, loss: 1.0897, grad_norm: 8.9203 2020-08-06 10:39:39,938 - mmaction - INFO - Epoch [97][340/3757] lr: 1.000e-04, eta: 7:57:52, time: 1.978, data_time: 0.011, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1248, loss: 1.1248, grad_norm: 9.5822 2020-08-06 10:40:16,501 - mmaction - INFO - Epoch [97][360/3757] lr: 1.000e-04, eta: 7:57:13, time: 1.820, data_time: 0.009, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8945, loss_cls: 1.1317, loss: 1.1317, grad_norm: 9.3934 2020-08-06 10:40:54,343 - mmaction - INFO - Epoch [97][380/3757] lr: 1.000e-04, eta: 7:56:34, time: 1.900, data_time: 0.085, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.1831, loss: 1.1831, grad_norm: 9.6014 2020-08-06 10:41:39,136 - mmaction - INFO - Epoch [97][400/3757] lr: 1.000e-04, eta: 7:55:55, time: 2.240, data_time: 0.660, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.1487, loss: 1.1487, grad_norm: 9.3826 2020-08-06 10:42:14,573 - mmaction - INFO - Epoch [97][420/3757] lr: 1.000e-04, eta: 7:55:16, time: 1.773, data_time: 1.202, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8898, loss_cls: 1.1424, loss: 1.1424, grad_norm: 9.5977 2020-08-06 10:42:52,778 - mmaction - INFO - Epoch [97][440/3757] lr: 1.000e-04, eta: 7:54:37, time: 1.902, data_time: 0.852, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8773, loss_cls: 1.1737, loss: 1.1737, grad_norm: 9.6893 2020-08-06 10:43:32,738 - mmaction - INFO - Epoch [97][460/3757] lr: 1.000e-04, eta: 7:53:58, time: 2.006, data_time: 0.018, memory: 5166, top1_acc: 0.7430, top5_acc: 0.9000, loss_cls: 1.0791, loss: 1.0791, grad_norm: 9.3647 2020-08-06 10:44:12,993 - mmaction - INFO - Epoch [97][480/3757] lr: 1.000e-04, eta: 7:53:19, time: 2.013, data_time: 0.026, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8844, loss_cls: 1.1587, loss: 1.1587, grad_norm: 9.6749 2020-08-06 10:44:52,148 - mmaction - INFO - Epoch [97][500/3757] lr: 1.000e-04, eta: 7:52:40, time: 1.950, data_time: 0.007, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8812, loss_cls: 1.1527, loss: 1.1527, grad_norm: 8.8912 2020-08-06 10:45:35,644 - mmaction - INFO - Epoch [97][520/3757] lr: 1.000e-04, eta: 7:52:01, time: 2.172, data_time: 0.010, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.1983, loss: 1.1983, grad_norm: 9.7468 2020-08-06 10:46:13,884 - mmaction - INFO - Epoch [97][540/3757] lr: 1.000e-04, eta: 7:51:22, time: 1.920, data_time: 0.015, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2021, loss: 1.2021, grad_norm: 9.7044 2020-08-06 10:46:53,065 - mmaction - INFO - Epoch [97][560/3757] lr: 1.000e-04, eta: 7:50:43, time: 1.958, data_time: 0.071, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8945, loss_cls: 1.0989, loss: 1.0989, grad_norm: 9.4989 2020-08-06 10:47:33,111 - mmaction - INFO - Epoch [97][580/3757] lr: 1.000e-04, eta: 7:50:04, time: 1.997, data_time: 0.011, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.0831, loss: 1.0831, grad_norm: 9.4084 2020-08-06 10:48:11,818 - mmaction - INFO - Epoch [97][600/3757] lr: 1.000e-04, eta: 7:49:25, time: 1.943, data_time: 0.011, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8812, loss_cls: 1.1721, loss: 1.1721, grad_norm: 9.3903 2020-08-06 10:48:48,304 - mmaction - INFO - Epoch [97][620/3757] lr: 1.000e-04, eta: 7:48:46, time: 1.824, data_time: 0.009, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8906, loss_cls: 1.0974, loss: 1.0974, grad_norm: 9.4507 2020-08-06 10:49:28,513 - mmaction - INFO - Epoch [97][640/3757] lr: 1.000e-04, eta: 7:48:07, time: 2.011, data_time: 0.454, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.1863, loss: 1.1863, grad_norm: 9.4989 2020-08-06 10:50:08,606 - mmaction - INFO - Epoch [97][660/3757] lr: 1.000e-04, eta: 7:47:28, time: 2.005, data_time: 0.403, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1753, loss: 1.1753, grad_norm: 9.4511 2020-08-06 10:50:45,535 - mmaction - INFO - Epoch [97][680/3757] lr: 1.000e-04, eta: 7:46:49, time: 1.838, data_time: 0.002, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8852, loss_cls: 1.2038, loss: 1.2038, grad_norm: 9.6934 2020-08-06 10:51:22,819 - mmaction - INFO - Epoch [97][700/3757] lr: 1.000e-04, eta: 7:46:10, time: 1.871, data_time: 0.203, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8977, loss_cls: 1.1439, loss: 1.1439, grad_norm: 9.6048 2020-08-06 10:52:03,443 - mmaction - INFO - Epoch [97][720/3757] lr: 1.000e-04, eta: 7:45:31, time: 2.031, data_time: 0.018, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8930, loss_cls: 1.1376, loss: 1.1376, grad_norm: 9.4548 2020-08-06 10:52:41,626 - mmaction - INFO - Epoch [97][740/3757] lr: 1.000e-04, eta: 7:44:52, time: 1.907, data_time: 0.004, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8828, loss_cls: 1.1161, loss: 1.1161, grad_norm: 9.3317 2020-08-06 10:53:23,577 - mmaction - INFO - Epoch [97][760/3757] lr: 1.000e-04, eta: 7:44:13, time: 2.094, data_time: 0.009, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8883, loss_cls: 1.0962, loss: 1.0962, grad_norm: 9.2223 2020-08-06 10:54:07,018 - mmaction - INFO - Epoch [97][780/3757] lr: 1.000e-04, eta: 7:43:34, time: 2.175, data_time: 0.091, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8828, loss_cls: 1.1541, loss: 1.1541, grad_norm: 9.3563 2020-08-06 10:54:47,762 - mmaction - INFO - Epoch [97][800/3757] lr: 1.000e-04, eta: 7:42:55, time: 2.034, data_time: 0.012, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8914, loss_cls: 1.1301, loss: 1.1301, grad_norm: 9.7345 2020-08-06 10:55:23,934 - mmaction - INFO - Epoch [97][820/3757] lr: 1.000e-04, eta: 7:42:16, time: 1.816, data_time: 0.011, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8836, loss_cls: 1.1273, loss: 1.1273, grad_norm: 9.1956 2020-08-06 10:56:06,772 - mmaction - INFO - Epoch [97][840/3757] lr: 1.000e-04, eta: 7:41:37, time: 2.142, data_time: 0.034, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8984, loss_cls: 1.1231, loss: 1.1231, grad_norm: 9.4629 2020-08-06 10:56:42,516 - mmaction - INFO - Epoch [97][860/3757] lr: 1.000e-04, eta: 7:40:58, time: 1.782, data_time: 0.007, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1381, loss: 1.1381, grad_norm: 9.3915 2020-08-06 10:57:25,070 - mmaction - INFO - Epoch [97][880/3757] lr: 1.000e-04, eta: 7:40:19, time: 2.123, data_time: 0.010, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1533, loss: 1.1533, grad_norm: 9.3739 2020-08-06 10:58:05,038 - mmaction - INFO - Epoch [97][900/3757] lr: 1.000e-04, eta: 7:39:40, time: 2.006, data_time: 0.011, memory: 5166, top1_acc: 0.7383, top5_acc: 0.9062, loss_cls: 1.0454, loss: 1.0454, grad_norm: 9.0544 2020-08-06 10:58:42,179 - mmaction - INFO - Epoch [97][920/3757] lr: 1.000e-04, eta: 7:39:01, time: 1.851, data_time: 0.010, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8891, loss_cls: 1.0595, loss: 1.0595, grad_norm: 9.2378 2020-08-06 10:59:23,436 - mmaction - INFO - Epoch [97][940/3757] lr: 1.000e-04, eta: 7:38:22, time: 2.064, data_time: 0.014, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.0941, loss: 1.0941, grad_norm: 9.4199 2020-08-06 10:59:58,782 - mmaction - INFO - Epoch [97][960/3757] lr: 1.000e-04, eta: 7:37:43, time: 1.773, data_time: 0.101, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8711, loss_cls: 1.1675, loss: 1.1675, grad_norm: 9.5027 2020-08-06 11:00:46,305 - mmaction - INFO - Epoch [97][980/3757] lr: 1.000e-04, eta: 7:37:04, time: 2.362, data_time: 0.054, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8898, loss_cls: 1.1806, loss: 1.1806, grad_norm: 9.5619 2020-08-06 11:01:24,561 - mmaction - INFO - Epoch [97][1000/3757] lr: 1.000e-04, eta: 7:36:25, time: 1.925, data_time: 0.029, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8922, loss_cls: 1.1079, loss: 1.1079, grad_norm: 9.2049 2020-08-06 11:02:01,875 - mmaction - INFO - Epoch [97][1020/3757] lr: 1.000e-04, eta: 7:35:46, time: 1.862, data_time: 0.610, memory: 5166, top1_acc: 0.7406, top5_acc: 0.9008, loss_cls: 1.0554, loss: 1.0554, grad_norm: 9.0096 2020-08-06 11:02:39,082 - mmaction - INFO - Epoch [97][1040/3757] lr: 1.000e-04, eta: 7:35:07, time: 1.864, data_time: 0.563, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8805, loss_cls: 1.1404, loss: 1.1404, grad_norm: 9.2742 2020-08-06 11:03:20,357 - mmaction - INFO - Epoch [97][1060/3757] lr: 1.000e-04, eta: 7:34:28, time: 2.062, data_time: 0.959, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8719, loss_cls: 1.2062, loss: 1.2062, grad_norm: 9.4082 2020-08-06 11:03:57,090 - mmaction - INFO - Epoch [97][1080/3757] lr: 1.000e-04, eta: 7:33:49, time: 1.841, data_time: 0.040, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.0930, loss: 1.0930, grad_norm: 9.1056 2020-08-06 11:04:37,399 - mmaction - INFO - Epoch [97][1100/3757] lr: 1.000e-04, eta: 7:33:10, time: 2.016, data_time: 0.029, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8711, loss_cls: 1.2336, loss: 1.2336, grad_norm: 9.3958 2020-08-06 11:05:14,509 - mmaction - INFO - Epoch [97][1120/3757] lr: 1.000e-04, eta: 7:32:31, time: 1.849, data_time: 0.006, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.1845, loss: 1.1845, grad_norm: 9.6503 2020-08-06 11:05:53,318 - mmaction - INFO - Epoch [97][1140/3757] lr: 1.000e-04, eta: 7:31:52, time: 1.946, data_time: 0.009, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8922, loss_cls: 1.1808, loss: 1.1808, grad_norm: 9.8183 2020-08-06 11:06:34,271 - mmaction - INFO - Epoch [97][1160/3757] lr: 1.000e-04, eta: 7:31:13, time: 2.042, data_time: 0.009, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8922, loss_cls: 1.1688, loss: 1.1688, grad_norm: 9.7342 2020-08-06 11:07:14,409 - mmaction - INFO - Epoch [97][1180/3757] lr: 1.000e-04, eta: 7:30:34, time: 2.011, data_time: 0.020, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8844, loss_cls: 1.1627, loss: 1.1627, grad_norm: 9.4453 2020-08-06 11:07:52,170 - mmaction - INFO - Epoch [97][1200/3757] lr: 1.000e-04, eta: 7:29:55, time: 1.882, data_time: 0.032, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8883, loss_cls: 1.1131, loss: 1.1131, grad_norm: 9.1412 2020-08-06 11:08:34,252 - mmaction - INFO - Epoch [97][1220/3757] lr: 1.000e-04, eta: 7:29:16, time: 2.110, data_time: 0.024, memory: 5166, top1_acc: 0.7453, top5_acc: 0.8891, loss_cls: 1.1051, loss: 1.1051, grad_norm: 8.8516 2020-08-06 11:09:14,523 - mmaction - INFO - Epoch [97][1240/3757] lr: 1.000e-04, eta: 7:28:37, time: 2.010, data_time: 0.010, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8773, loss_cls: 1.1599, loss: 1.1599, grad_norm: 9.4584 2020-08-06 11:09:50,777 - mmaction - INFO - Epoch [97][1260/3757] lr: 1.000e-04, eta: 7:27:58, time: 1.818, data_time: 0.075, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.1780, loss: 1.1780, grad_norm: 9.4547 2020-08-06 11:10:30,260 - mmaction - INFO - Epoch [97][1280/3757] lr: 1.000e-04, eta: 7:27:19, time: 1.976, data_time: 0.238, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.1872, loss: 1.1872, grad_norm: 9.4602 2020-08-06 11:11:06,615 - mmaction - INFO - Epoch [97][1300/3757] lr: 1.000e-04, eta: 7:26:39, time: 1.816, data_time: 0.078, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.1171, loss: 1.1171, grad_norm: 9.4427 2020-08-06 11:11:50,138 - mmaction - INFO - Epoch [97][1320/3757] lr: 1.000e-04, eta: 7:26:01, time: 2.175, data_time: 0.008, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8938, loss_cls: 1.1841, loss: 1.1841, grad_norm: 9.6854 2020-08-06 11:12:26,581 - mmaction - INFO - Epoch [97][1340/3757] lr: 1.000e-04, eta: 7:25:21, time: 1.817, data_time: 0.004, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8844, loss_cls: 1.2106, loss: 1.2106, grad_norm: 9.6032 2020-08-06 11:13:04,498 - mmaction - INFO - Epoch [97][1360/3757] lr: 1.000e-04, eta: 7:24:42, time: 1.899, data_time: 0.164, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8703, loss_cls: 1.2181, loss: 1.2181, grad_norm: 9.7390 2020-08-06 11:13:44,884 - mmaction - INFO - Epoch [97][1380/3757] lr: 1.000e-04, eta: 7:24:03, time: 2.022, data_time: 0.102, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8805, loss_cls: 1.1441, loss: 1.1441, grad_norm: 9.2847 2020-08-06 11:14:22,769 - mmaction - INFO - Epoch [97][1400/3757] lr: 1.000e-04, eta: 7:23:24, time: 1.893, data_time: 0.004, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8898, loss_cls: 1.1222, loss: 1.1222, grad_norm: 9.4533 2020-08-06 11:15:05,206 - mmaction - INFO - Epoch [97][1420/3757] lr: 1.000e-04, eta: 7:22:45, time: 2.124, data_time: 0.012, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8820, loss_cls: 1.1364, loss: 1.1364, grad_norm: 9.1817 2020-08-06 11:15:41,226 - mmaction - INFO - Epoch [97][1440/3757] lr: 1.000e-04, eta: 7:22:06, time: 1.800, data_time: 0.005, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1572, loss: 1.1572, grad_norm: 9.4621 2020-08-06 11:16:21,564 - mmaction - INFO - Epoch [97][1460/3757] lr: 1.000e-04, eta: 7:21:27, time: 2.017, data_time: 0.111, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8875, loss_cls: 1.1176, loss: 1.1176, grad_norm: 9.3183 2020-08-06 11:17:02,056 - mmaction - INFO - Epoch [97][1480/3757] lr: 1.000e-04, eta: 7:20:48, time: 2.025, data_time: 0.010, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1389, loss: 1.1389, grad_norm: 9.2570 2020-08-06 11:17:38,191 - mmaction - INFO - Epoch [97][1500/3757] lr: 1.000e-04, eta: 7:20:09, time: 1.808, data_time: 0.025, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8891, loss_cls: 1.1465, loss: 1.1465, grad_norm: 9.4558 2020-08-06 11:18:16,761 - mmaction - INFO - Epoch [97][1520/3757] lr: 1.000e-04, eta: 7:19:30, time: 1.923, data_time: 0.008, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8844, loss_cls: 1.1794, loss: 1.1794, grad_norm: 9.3269 2020-08-06 11:18:58,434 - mmaction - INFO - Epoch [97][1540/3757] lr: 1.000e-04, eta: 7:18:51, time: 2.086, data_time: 0.010, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.1878, loss: 1.1878, grad_norm: 9.5181 2020-08-06 11:19:36,203 - mmaction - INFO - Epoch [97][1560/3757] lr: 1.000e-04, eta: 7:18:12, time: 1.889, data_time: 0.005, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8883, loss_cls: 1.1341, loss: 1.1341, grad_norm: 9.5409 2020-08-06 11:20:16,763 - mmaction - INFO - Epoch [97][1580/3757] lr: 1.000e-04, eta: 7:17:33, time: 2.024, data_time: 0.009, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8852, loss_cls: 1.1592, loss: 1.1592, grad_norm: 9.3290 2020-08-06 11:20:53,941 - mmaction - INFO - Epoch [97][1600/3757] lr: 1.000e-04, eta: 7:16:54, time: 1.865, data_time: 0.010, memory: 5166, top1_acc: 0.7383, top5_acc: 0.9023, loss_cls: 1.0482, loss: 1.0482, grad_norm: 8.7986 2020-08-06 11:21:35,121 - mmaction - INFO - Epoch [97][1620/3757] lr: 1.000e-04, eta: 7:16:15, time: 2.058, data_time: 0.166, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.1316, loss: 1.1316, grad_norm: 9.5072 2020-08-06 11:22:13,409 - mmaction - INFO - Epoch [97][1640/3757] lr: 1.000e-04, eta: 7:15:36, time: 1.907, data_time: 0.621, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2030, loss: 1.2030, grad_norm: 9.8014 2020-08-06 11:22:50,940 - mmaction - INFO - Epoch [97][1660/3757] lr: 1.000e-04, eta: 7:14:57, time: 1.884, data_time: 1.174, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1394, loss: 1.1394, grad_norm: 9.4942 2020-08-06 11:23:33,285 - mmaction - INFO - Epoch [97][1680/3757] lr: 1.000e-04, eta: 7:14:18, time: 2.115, data_time: 0.435, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8969, loss_cls: 1.1612, loss: 1.1612, grad_norm: 9.5164 2020-08-06 11:24:09,643 - mmaction - INFO - Epoch [97][1700/3757] lr: 1.000e-04, eta: 7:13:39, time: 1.820, data_time: 0.583, memory: 5166, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.0828, loss: 1.0828, grad_norm: 9.4965 2020-08-06 11:24:50,245 - mmaction - INFO - Epoch [97][1720/3757] lr: 1.000e-04, eta: 7:13:00, time: 2.026, data_time: 1.244, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8883, loss_cls: 1.1162, loss: 1.1162, grad_norm: 9.3884 2020-08-06 11:25:28,986 - mmaction - INFO - Epoch [97][1740/3757] lr: 1.000e-04, eta: 7:12:21, time: 1.939, data_time: 1.385, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8906, loss_cls: 1.1297, loss: 1.1297, grad_norm: 9.3652 2020-08-06 11:26:11,789 - mmaction - INFO - Epoch [97][1760/3757] lr: 1.000e-04, eta: 7:11:42, time: 2.144, data_time: 0.536, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8961, loss_cls: 1.0963, loss: 1.0963, grad_norm: 9.2981 2020-08-06 11:26:48,439 - mmaction - INFO - Epoch [97][1780/3757] lr: 1.000e-04, eta: 7:11:03, time: 1.830, data_time: 0.078, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8938, loss_cls: 1.1103, loss: 1.1103, grad_norm: 9.2290 2020-08-06 11:27:30,006 - mmaction - INFO - Epoch [97][1800/3757] lr: 1.000e-04, eta: 7:10:24, time: 2.074, data_time: 0.069, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8805, loss_cls: 1.1458, loss: 1.1458, grad_norm: 9.0800 2020-08-06 11:28:09,051 - mmaction - INFO - Epoch [97][1820/3757] lr: 1.000e-04, eta: 7:09:45, time: 1.957, data_time: 0.012, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1282, loss: 1.1282, grad_norm: 9.4044 2020-08-06 11:28:52,384 - mmaction - INFO - Epoch [97][1840/3757] lr: 1.000e-04, eta: 7:09:06, time: 2.169, data_time: 0.019, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.1887, loss: 1.1887, grad_norm: 9.6280 2020-08-06 11:29:26,860 - mmaction - INFO - Epoch [97][1860/3757] lr: 1.000e-04, eta: 7:08:27, time: 1.724, data_time: 0.002, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8984, loss_cls: 1.1093, loss: 1.1093, grad_norm: 9.3362 2020-08-06 11:30:08,425 - mmaction - INFO - Epoch [97][1880/3757] lr: 1.000e-04, eta: 7:07:48, time: 2.078, data_time: 0.005, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8805, loss_cls: 1.1229, loss: 1.1229, grad_norm: 9.6067 2020-08-06 11:30:49,521 - mmaction - INFO - Epoch [97][1900/3757] lr: 1.000e-04, eta: 7:07:09, time: 2.054, data_time: 0.006, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8992, loss_cls: 1.1020, loss: 1.1020, grad_norm: 9.4757 2020-08-06 11:31:27,609 - mmaction - INFO - Epoch [97][1920/3757] lr: 1.000e-04, eta: 7:06:30, time: 1.904, data_time: 0.034, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8945, loss_cls: 1.1214, loss: 1.1214, grad_norm: 9.3176 2020-08-06 11:32:04,939 - mmaction - INFO - Epoch [97][1940/3757] lr: 1.000e-04, eta: 7:05:50, time: 1.863, data_time: 0.027, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8781, loss_cls: 1.1602, loss: 1.1602, grad_norm: 9.5086 2020-08-06 11:32:44,470 - mmaction - INFO - Epoch [97][1960/3757] lr: 1.000e-04, eta: 7:05:11, time: 1.975, data_time: 0.238, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8969, loss_cls: 1.0813, loss: 1.0813, grad_norm: 9.1857 2020-08-06 11:33:28,474 - mmaction - INFO - Epoch [97][1980/3757] lr: 1.000e-04, eta: 7:04:33, time: 2.205, data_time: 0.009, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8828, loss_cls: 1.1705, loss: 1.1705, grad_norm: 9.4708 2020-08-06 11:34:06,153 - mmaction - INFO - Epoch [97][2000/3757] lr: 1.000e-04, eta: 7:03:54, time: 1.880, data_time: 0.005, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1712, loss: 1.1712, grad_norm: 9.7302 2020-08-06 11:34:42,555 - mmaction - INFO - Epoch [97][2020/3757] lr: 1.000e-04, eta: 7:03:14, time: 1.822, data_time: 0.013, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8797, loss_cls: 1.1665, loss: 1.1665, grad_norm: 9.1430 2020-08-06 11:35:20,316 - mmaction - INFO - Epoch [97][2040/3757] lr: 1.000e-04, eta: 7:02:35, time: 1.887, data_time: 0.071, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8750, loss_cls: 1.1522, loss: 1.1522, grad_norm: 9.4092 2020-08-06 11:36:00,754 - mmaction - INFO - Epoch [97][2060/3757] lr: 1.000e-04, eta: 7:01:56, time: 2.018, data_time: 0.022, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8922, loss_cls: 1.1370, loss: 1.1370, grad_norm: 9.5789 2020-08-06 11:36:36,817 - mmaction - INFO - Epoch [97][2080/3757] lr: 1.000e-04, eta: 7:01:17, time: 1.812, data_time: 0.011, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8945, loss_cls: 1.1213, loss: 1.1213, grad_norm: 9.1854 2020-08-06 11:37:18,640 - mmaction - INFO - Epoch [97][2100/3757] lr: 1.000e-04, eta: 7:00:38, time: 2.083, data_time: 0.007, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.1854, loss: 1.1854, grad_norm: 9.5332 2020-08-06 11:37:56,541 - mmaction - INFO - Epoch [97][2120/3757] lr: 1.000e-04, eta: 6:59:59, time: 1.902, data_time: 0.011, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8992, loss_cls: 1.0988, loss: 1.0988, grad_norm: 9.2502 2020-08-06 11:38:35,940 - mmaction - INFO - Epoch [97][2140/3757] lr: 1.000e-04, eta: 6:59:20, time: 1.963, data_time: 0.009, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8898, loss_cls: 1.0802, loss: 1.0802, grad_norm: 9.0448 2020-08-06 11:39:16,202 - mmaction - INFO - Epoch [97][2160/3757] lr: 1.000e-04, eta: 6:58:41, time: 2.021, data_time: 0.011, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8969, loss_cls: 1.0965, loss: 1.0965, grad_norm: 9.4591 2020-08-06 11:39:49,919 - mmaction - INFO - Epoch [97][2180/3757] lr: 1.000e-04, eta: 6:58:02, time: 1.676, data_time: 0.128, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.2081, loss: 1.2081, grad_norm: 9.6630 2020-08-06 11:40:31,373 - mmaction - INFO - Epoch [97][2200/3757] lr: 1.000e-04, eta: 6:57:23, time: 2.078, data_time: 0.013, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8742, loss_cls: 1.1463, loss: 1.1463, grad_norm: 9.2085 2020-08-06 11:41:09,271 - mmaction - INFO - Epoch [97][2220/3757] lr: 1.000e-04, eta: 6:56:44, time: 1.896, data_time: 0.034, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1412, loss: 1.1412, grad_norm: 9.4824 2020-08-06 11:41:51,578 - mmaction - INFO - Epoch [97][2240/3757] lr: 1.000e-04, eta: 6:56:05, time: 2.107, data_time: 0.053, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8883, loss_cls: 1.1568, loss: 1.1568, grad_norm: 9.7188 2020-08-06 11:42:26,829 - mmaction - INFO - Epoch [97][2260/3757] lr: 1.000e-04, eta: 6:55:26, time: 1.773, data_time: 0.029, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8961, loss_cls: 1.1598, loss: 1.1598, grad_norm: 9.4339 2020-08-06 11:43:05,124 - mmaction - INFO - Epoch [97][2280/3757] lr: 1.000e-04, eta: 6:54:46, time: 1.914, data_time: 0.008, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8789, loss_cls: 1.1167, loss: 1.1167, grad_norm: 9.3446 2020-08-06 11:43:50,507 - mmaction - INFO - Epoch [97][2300/3757] lr: 1.000e-04, eta: 6:54:08, time: 2.270, data_time: 0.155, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8852, loss_cls: 1.2056, loss: 1.2056, grad_norm: 9.7339 2020-08-06 11:44:26,138 - mmaction - INFO - Epoch [97][2320/3757] lr: 1.000e-04, eta: 6:53:29, time: 1.781, data_time: 0.157, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8656, loss_cls: 1.2056, loss: 1.2056, grad_norm: 9.3548 2020-08-06 11:45:06,934 - mmaction - INFO - Epoch [97][2340/3757] lr: 1.000e-04, eta: 6:52:50, time: 2.036, data_time: 0.560, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1603, loss: 1.1603, grad_norm: 9.4803 2020-08-06 11:45:44,597 - mmaction - INFO - Epoch [97][2360/3757] lr: 1.000e-04, eta: 6:52:10, time: 1.886, data_time: 1.260, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8953, loss_cls: 1.0669, loss: 1.0669, grad_norm: 8.9428 2020-08-06 11:46:24,288 - mmaction - INFO - Epoch [97][2380/3757] lr: 1.000e-04, eta: 6:51:31, time: 1.977, data_time: 1.037, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.2517, loss: 1.2517, grad_norm: 9.7403 2020-08-06 11:47:04,700 - mmaction - INFO - Epoch [97][2400/3757] lr: 1.000e-04, eta: 6:50:53, time: 2.028, data_time: 0.926, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.1612, loss: 1.1612, grad_norm: 9.7948 2020-08-06 11:47:43,222 - mmaction - INFO - Epoch [97][2420/3757] lr: 1.000e-04, eta: 6:50:13, time: 1.919, data_time: 0.643, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.1660, loss: 1.1660, grad_norm: 9.3773 2020-08-06 11:48:19,677 - mmaction - INFO - Epoch [97][2440/3757] lr: 1.000e-04, eta: 6:49:34, time: 1.825, data_time: 0.941, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8828, loss_cls: 1.1952, loss: 1.1952, grad_norm: 9.8314 2020-08-06 11:49:00,621 - mmaction - INFO - Epoch [97][2460/3757] lr: 1.000e-04, eta: 6:48:55, time: 2.050, data_time: 0.115, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8883, loss_cls: 1.1452, loss: 1.1452, grad_norm: 9.3520 2020-08-06 11:49:39,135 - mmaction - INFO - Epoch [97][2480/3757] lr: 1.000e-04, eta: 6:48:16, time: 1.921, data_time: 0.458, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8898, loss_cls: 1.1808, loss: 1.1808, grad_norm: 9.6300 2020-08-06 11:50:19,443 - mmaction - INFO - Epoch [97][2500/3757] lr: 1.000e-04, eta: 6:47:37, time: 2.016, data_time: 0.010, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8852, loss_cls: 1.1153, loss: 1.1153, grad_norm: 9.2485 2020-08-06 11:50:58,495 - mmaction - INFO - Epoch [97][2520/3757] lr: 1.000e-04, eta: 6:46:58, time: 1.959, data_time: 0.009, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8867, loss_cls: 1.0760, loss: 1.0760, grad_norm: 9.2628 2020-08-06 11:51:38,004 - mmaction - INFO - Epoch [97][2540/3757] lr: 1.000e-04, eta: 6:46:19, time: 1.976, data_time: 0.425, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.2093, loss: 1.2093, grad_norm: 9.6107 2020-08-06 11:52:15,009 - mmaction - INFO - Epoch [97][2560/3757] lr: 1.000e-04, eta: 6:45:40, time: 1.843, data_time: 0.287, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8977, loss_cls: 1.0755, loss: 1.0755, grad_norm: 8.9936 2020-08-06 11:52:55,238 - mmaction - INFO - Epoch [97][2580/3757] lr: 1.000e-04, eta: 6:45:01, time: 2.012, data_time: 0.377, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.1779, loss: 1.1779, grad_norm: 9.4957 2020-08-06 11:53:36,647 - mmaction - INFO - Epoch [97][2600/3757] lr: 1.000e-04, eta: 6:44:22, time: 2.068, data_time: 0.894, memory: 5166, top1_acc: 0.7391, top5_acc: 0.8930, loss_cls: 1.0901, loss: 1.0901, grad_norm: 9.2129 2020-08-06 11:54:13,233 - mmaction - INFO - Epoch [97][2620/3757] lr: 1.000e-04, eta: 6:43:43, time: 1.839, data_time: 1.127, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8938, loss_cls: 1.1076, loss: 1.1076, grad_norm: 9.4821 2020-08-06 11:54:54,885 - mmaction - INFO - Epoch [97][2640/3757] lr: 1.000e-04, eta: 6:43:04, time: 2.081, data_time: 0.875, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8758, loss_cls: 1.1755, loss: 1.1755, grad_norm: 9.6841 2020-08-06 11:55:35,059 - mmaction - INFO - Epoch [97][2660/3757] lr: 1.000e-04, eta: 6:42:25, time: 2.008, data_time: 1.363, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8859, loss_cls: 1.1008, loss: 1.1008, grad_norm: 9.2768 2020-08-06 11:56:14,145 - mmaction - INFO - Epoch [97][2680/3757] lr: 1.000e-04, eta: 6:41:46, time: 1.954, data_time: 1.277, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8859, loss_cls: 1.1256, loss: 1.1256, grad_norm: 9.3122 2020-08-06 11:56:53,303 - mmaction - INFO - Epoch [97][2700/3757] lr: 1.000e-04, eta: 6:41:07, time: 1.959, data_time: 1.413, memory: 5166, top1_acc: 0.7602, top5_acc: 0.8953, loss_cls: 1.0270, loss: 1.0270, grad_norm: 8.9862 2020-08-06 11:57:32,853 - mmaction - INFO - Epoch [97][2720/3757] lr: 1.000e-04, eta: 6:40:28, time: 1.972, data_time: 1.397, memory: 5166, top1_acc: 0.7086, top5_acc: 0.9000, loss_cls: 1.1280, loss: 1.1280, grad_norm: 9.5816 2020-08-06 11:58:10,575 - mmaction - INFO - Epoch [97][2740/3757] lr: 1.000e-04, eta: 6:39:49, time: 1.893, data_time: 1.275, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8859, loss_cls: 1.0863, loss: 1.0863, grad_norm: 9.0460 2020-08-06 11:58:52,373 - mmaction - INFO - Epoch [97][2760/3757] lr: 1.000e-04, eta: 6:39:10, time: 2.084, data_time: 1.513, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.1297, loss: 1.1297, grad_norm: 9.3288 2020-08-06 11:59:31,118 - mmaction - INFO - Epoch [97][2780/3757] lr: 1.000e-04, eta: 6:38:31, time: 1.942, data_time: 1.357, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8969, loss_cls: 1.1109, loss: 1.1109, grad_norm: 9.4067 2020-08-06 12:00:12,119 - mmaction - INFO - Epoch [97][2800/3757] lr: 1.000e-04, eta: 6:37:52, time: 2.042, data_time: 0.915, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8805, loss_cls: 1.1148, loss: 1.1148, grad_norm: 9.3858 2020-08-06 12:00:44,780 - mmaction - INFO - Epoch [97][2820/3757] lr: 1.000e-04, eta: 6:37:13, time: 1.642, data_time: 0.718, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8836, loss_cls: 1.1505, loss: 1.1505, grad_norm: 9.3098 2020-08-06 12:01:27,552 - mmaction - INFO - Epoch [97][2840/3757] lr: 1.000e-04, eta: 6:36:34, time: 2.133, data_time: 0.505, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8938, loss_cls: 1.1161, loss: 1.1161, grad_norm: 9.1329 2020-08-06 12:02:05,894 - mmaction - INFO - Epoch [97][2860/3757] lr: 1.000e-04, eta: 6:35:55, time: 1.922, data_time: 0.834, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8820, loss_cls: 1.1433, loss: 1.1433, grad_norm: 9.3274 2020-08-06 12:02:47,614 - mmaction - INFO - Epoch [97][2880/3757] lr: 1.000e-04, eta: 6:35:16, time: 2.081, data_time: 0.821, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8742, loss_cls: 1.1866, loss: 1.1866, grad_norm: 9.4925 2020-08-06 12:03:27,847 - mmaction - INFO - Epoch [97][2900/3757] lr: 1.000e-04, eta: 6:34:37, time: 2.016, data_time: 0.162, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8719, loss_cls: 1.1887, loss: 1.1887, grad_norm: 9.8469 2020-08-06 12:04:07,176 - mmaction - INFO - Epoch [97][2920/3757] lr: 1.000e-04, eta: 6:33:58, time: 1.968, data_time: 0.004, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8828, loss_cls: 1.1580, loss: 1.1580, grad_norm: 9.2860 2020-08-06 12:04:42,075 - mmaction - INFO - Epoch [97][2940/3757] lr: 1.000e-04, eta: 6:33:19, time: 1.742, data_time: 0.011, memory: 5166, top1_acc: 0.7461, top5_acc: 0.8867, loss_cls: 1.0833, loss: 1.0833, grad_norm: 8.9492 2020-08-06 12:05:22,510 - mmaction - INFO - Epoch [97][2960/3757] lr: 1.000e-04, eta: 6:32:40, time: 2.015, data_time: 0.012, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8773, loss_cls: 1.1859, loss: 1.1859, grad_norm: 9.4939 2020-08-06 12:05:59,069 - mmaction - INFO - Epoch [97][2980/3757] lr: 1.000e-04, eta: 6:32:00, time: 1.836, data_time: 0.012, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.1390, loss: 1.1390, grad_norm: 9.4201 2020-08-06 12:06:38,384 - mmaction - INFO - Epoch [97][3000/3757] lr: 1.000e-04, eta: 6:31:21, time: 1.962, data_time: 0.111, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8844, loss_cls: 1.1354, loss: 1.1354, grad_norm: 9.4526 2020-08-06 12:07:17,125 - mmaction - INFO - Epoch [97][3020/3757] lr: 1.000e-04, eta: 6:30:42, time: 1.941, data_time: 0.157, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8766, loss_cls: 1.1457, loss: 1.1457, grad_norm: 9.6401 2020-08-06 12:07:56,413 - mmaction - INFO - Epoch [97][3040/3757] lr: 1.000e-04, eta: 6:30:03, time: 1.959, data_time: 0.009, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.0935, loss: 1.0935, grad_norm: 9.1245 2020-08-06 12:08:34,785 - mmaction - INFO - Epoch [97][3060/3757] lr: 1.000e-04, eta: 6:29:24, time: 1.922, data_time: 0.009, memory: 5166, top1_acc: 0.7406, top5_acc: 0.8859, loss_cls: 1.0740, loss: 1.0740, grad_norm: 9.1578 2020-08-06 12:09:13,770 - mmaction - INFO - Epoch [97][3080/3757] lr: 1.000e-04, eta: 6:28:45, time: 1.950, data_time: 0.010, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8938, loss_cls: 1.1033, loss: 1.1033, grad_norm: 9.3369 2020-08-06 12:09:53,147 - mmaction - INFO - Epoch [97][3100/3757] lr: 1.000e-04, eta: 6:28:06, time: 1.969, data_time: 0.003, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8914, loss_cls: 1.1444, loss: 1.1444, grad_norm: 9.5370 2020-08-06 12:10:34,365 - mmaction - INFO - Epoch [97][3120/3757] lr: 1.000e-04, eta: 6:27:27, time: 2.057, data_time: 0.008, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8797, loss_cls: 1.1822, loss: 1.1822, grad_norm: 9.5838 2020-08-06 12:11:12,789 - mmaction - INFO - Epoch [97][3140/3757] lr: 1.000e-04, eta: 6:26:48, time: 1.924, data_time: 0.009, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8930, loss_cls: 1.1226, loss: 1.1226, grad_norm: 9.3623 2020-08-06 12:11:52,984 - mmaction - INFO - Epoch [97][3160/3757] lr: 1.000e-04, eta: 6:26:09, time: 2.005, data_time: 0.009, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.1631, loss: 1.1631, grad_norm: 9.5475 2020-08-06 12:12:33,533 - mmaction - INFO - Epoch [97][3180/3757] lr: 1.000e-04, eta: 6:25:30, time: 2.034, data_time: 0.010, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8898, loss_cls: 1.1092, loss: 1.1092, grad_norm: 9.2087 2020-08-06 12:13:12,669 - mmaction - INFO - Epoch [97][3200/3757] lr: 1.000e-04, eta: 6:24:51, time: 1.953, data_time: 0.007, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8797, loss_cls: 1.1727, loss: 1.1727, grad_norm: 9.5814 2020-08-06 12:13:53,239 - mmaction - INFO - Epoch [97][3220/3757] lr: 1.000e-04, eta: 6:24:12, time: 2.027, data_time: 0.008, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8852, loss_cls: 1.1348, loss: 1.1348, grad_norm: 9.1485 2020-08-06 12:14:27,309 - mmaction - INFO - Epoch [97][3240/3757] lr: 1.000e-04, eta: 6:23:33, time: 1.709, data_time: 0.434, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1565, loss: 1.1565, grad_norm: 9.5095 2020-08-06 12:15:07,978 - mmaction - INFO - Epoch [97][3260/3757] lr: 1.000e-04, eta: 6:22:54, time: 2.033, data_time: 0.023, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8906, loss_cls: 1.0823, loss: 1.0823, grad_norm: 8.8515 2020-08-06 12:15:45,789 - mmaction - INFO - Epoch [97][3280/3757] lr: 1.000e-04, eta: 6:22:15, time: 1.890, data_time: 0.003, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8922, loss_cls: 1.1488, loss: 1.1488, grad_norm: 9.3414 2020-08-06 12:16:25,942 - mmaction - INFO - Epoch [97][3300/3757] lr: 1.000e-04, eta: 6:21:36, time: 2.002, data_time: 0.009, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8758, loss_cls: 1.1919, loss: 1.1919, grad_norm: 9.6768 2020-08-06 12:17:03,852 - mmaction - INFO - Epoch [97][3320/3757] lr: 1.000e-04, eta: 6:20:57, time: 1.902, data_time: 0.010, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8953, loss_cls: 1.1039, loss: 1.1039, grad_norm: 9.3418 2020-08-06 12:17:44,700 - mmaction - INFO - Epoch [97][3340/3757] lr: 1.000e-04, eta: 6:20:18, time: 2.033, data_time: 0.009, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.2091, loss: 1.2091, grad_norm: 9.6392 2020-08-06 12:18:24,467 - mmaction - INFO - Epoch [97][3360/3757] lr: 1.000e-04, eta: 6:19:39, time: 1.997, data_time: 0.024, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8867, loss_cls: 1.1364, loss: 1.1364, grad_norm: 9.3514 2020-08-06 12:19:04,391 - mmaction - INFO - Epoch [97][3380/3757] lr: 1.000e-04, eta: 6:19:00, time: 1.997, data_time: 0.009, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.1621, loss: 1.1621, grad_norm: 9.5679 2020-08-06 12:19:42,510 - mmaction - INFO - Epoch [97][3400/3757] lr: 1.000e-04, eta: 6:18:21, time: 1.905, data_time: 0.002, memory: 5166, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.1059, loss: 1.1059, grad_norm: 9.3905 2020-08-06 12:20:23,672 - mmaction - INFO - Epoch [97][3420/3757] lr: 1.000e-04, eta: 6:17:42, time: 2.055, data_time: 0.009, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1845, loss: 1.1845, grad_norm: 9.6737 2020-08-06 12:20:59,061 - mmaction - INFO - Epoch [97][3440/3757] lr: 1.000e-04, eta: 6:17:02, time: 1.774, data_time: 0.009, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8773, loss_cls: 1.1585, loss: 1.1585, grad_norm: 9.4811 2020-08-06 12:21:37,906 - mmaction - INFO - Epoch [97][3460/3757] lr: 1.000e-04, eta: 6:16:23, time: 1.936, data_time: 0.056, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8969, loss_cls: 1.1183, loss: 1.1183, grad_norm: 9.5134 2020-08-06 12:22:14,083 - mmaction - INFO - Epoch [97][3480/3757] lr: 1.000e-04, eta: 6:15:44, time: 1.815, data_time: 0.464, memory: 5166, top1_acc: 0.7406, top5_acc: 0.8977, loss_cls: 1.1107, loss: 1.1107, grad_norm: 9.3471 2020-08-06 12:22:54,506 - mmaction - INFO - Epoch [97][3500/3757] lr: 1.000e-04, eta: 6:15:05, time: 2.014, data_time: 0.427, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8961, loss_cls: 1.1125, loss: 1.1125, grad_norm: 9.3123 2020-08-06 12:23:31,264 - mmaction - INFO - Epoch [97][3520/3757] lr: 1.000e-04, eta: 6:14:26, time: 1.844, data_time: 0.338, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8875, loss_cls: 1.0504, loss: 1.0504, grad_norm: 8.9408 2020-08-06 12:24:08,555 - mmaction - INFO - Epoch [97][3540/3757] lr: 1.000e-04, eta: 6:13:47, time: 1.865, data_time: 0.012, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.1003, loss: 1.1003, grad_norm: 9.2143 2020-08-06 12:24:48,798 - mmaction - INFO - Epoch [97][3560/3757] lr: 1.000e-04, eta: 6:13:08, time: 2.011, data_time: 0.011, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1836, loss: 1.1836, grad_norm: 9.5092 2020-08-06 12:25:27,829 - mmaction - INFO - Epoch [97][3580/3757] lr: 1.000e-04, eta: 6:12:29, time: 1.951, data_time: 0.005, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8836, loss_cls: 1.1748, loss: 1.1748, grad_norm: 9.7293 2020-08-06 12:26:08,589 - mmaction - INFO - Epoch [97][3600/3757] lr: 1.000e-04, eta: 6:11:50, time: 2.038, data_time: 0.008, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.1716, loss: 1.1716, grad_norm: 9.8962 2020-08-06 12:26:45,664 - mmaction - INFO - Epoch [97][3620/3757] lr: 1.000e-04, eta: 6:11:11, time: 1.848, data_time: 0.014, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1555, loss: 1.1555, grad_norm: 9.7326 2020-08-06 12:27:23,190 - mmaction - INFO - Epoch [97][3640/3757] lr: 1.000e-04, eta: 6:10:32, time: 1.882, data_time: 0.012, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.1902, loss: 1.1902, grad_norm: 9.8807 2020-08-06 12:28:01,484 - mmaction - INFO - Epoch [97][3660/3757] lr: 1.000e-04, eta: 6:09:53, time: 1.908, data_time: 0.010, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8688, loss_cls: 1.2577, loss: 1.2577, grad_norm: 9.7730 2020-08-06 12:28:41,679 - mmaction - INFO - Epoch [97][3680/3757] lr: 1.000e-04, eta: 6:09:14, time: 2.019, data_time: 0.170, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.1653, loss: 1.1653, grad_norm: 9.7990 2020-08-06 12:29:22,037 - mmaction - INFO - Epoch [97][3700/3757] lr: 1.000e-04, eta: 6:08:35, time: 2.015, data_time: 1.096, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1408, loss: 1.1408, grad_norm: 9.3266 2020-08-06 12:29:57,523 - mmaction - INFO - Epoch [97][3720/3757] lr: 1.000e-04, eta: 6:07:55, time: 1.775, data_time: 0.674, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8828, loss_cls: 1.1345, loss: 1.1345, grad_norm: 9.4716 2020-08-06 12:30:39,480 - mmaction - INFO - Epoch [97][3740/3757] lr: 1.000e-04, eta: 6:07:16, time: 2.089, data_time: 0.312, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.2059, loss: 1.2059, grad_norm: 9.8289 2020-08-06 12:31:03,619 - mmaction - INFO - Saving checkpoint at 97 epochs 2020-08-06 12:31:57,624 - mmaction - INFO - Epoch [98][20/3757] lr: 1.000e-04, eta: 6:06:03, time: 2.662, data_time: 0.711, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.1014, loss: 1.1014, grad_norm: 9.3827 2020-08-06 12:32:37,614 - mmaction - INFO - Epoch [98][40/3757] lr: 1.000e-04, eta: 6:05:24, time: 1.996, data_time: 0.029, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1479, loss: 1.1479, grad_norm: 9.5076 2020-08-06 12:33:17,943 - mmaction - INFO - Epoch [98][60/3757] lr: 1.000e-04, eta: 6:04:45, time: 2.027, data_time: 0.013, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8898, loss_cls: 1.1114, loss: 1.1114, grad_norm: 9.3327 2020-08-06 12:33:56,622 - mmaction - INFO - Epoch [98][80/3757] lr: 1.000e-04, eta: 6:04:06, time: 1.928, data_time: 0.014, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1654, loss: 1.1654, grad_norm: 9.4440 2020-08-06 12:34:35,817 - mmaction - INFO - Epoch [98][100/3757] lr: 1.000e-04, eta: 6:03:27, time: 1.958, data_time: 0.019, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8812, loss_cls: 1.1838, loss: 1.1838, grad_norm: 9.5819 2020-08-06 12:35:16,066 - mmaction - INFO - Epoch [98][120/3757] lr: 1.000e-04, eta: 6:02:48, time: 2.015, data_time: 0.307, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8859, loss_cls: 1.1838, loss: 1.1838, grad_norm: 9.4511 2020-08-06 12:35:53,507 - mmaction - INFO - Epoch [98][140/3757] lr: 1.000e-04, eta: 6:02:09, time: 1.877, data_time: 0.204, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8906, loss_cls: 1.0844, loss: 1.0844, grad_norm: 9.4625 2020-08-06 12:36:34,038 - mmaction - INFO - Epoch [98][160/3757] lr: 1.000e-04, eta: 6:01:30, time: 2.017, data_time: 0.008, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8836, loss_cls: 1.1518, loss: 1.1518, grad_norm: 9.3692 2020-08-06 12:37:13,773 - mmaction - INFO - Epoch [98][180/3757] lr: 1.000e-04, eta: 6:00:51, time: 1.997, data_time: 0.012, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.1698, loss: 1.1698, grad_norm: 9.6179 2020-08-06 12:37:50,683 - mmaction - INFO - Epoch [98][200/3757] lr: 1.000e-04, eta: 6:00:12, time: 1.843, data_time: 0.062, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8930, loss_cls: 1.0510, loss: 1.0510, grad_norm: 9.1295 2020-08-06 12:38:33,197 - mmaction - INFO - Epoch [98][220/3757] lr: 1.000e-04, eta: 5:59:33, time: 2.127, data_time: 0.132, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8859, loss_cls: 1.1440, loss: 1.1440, grad_norm: 9.3248 2020-08-06 12:39:15,754 - mmaction - INFO - Epoch [98][240/3757] lr: 1.000e-04, eta: 5:58:54, time: 2.121, data_time: 0.445, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8961, loss_cls: 1.0875, loss: 1.0875, grad_norm: 9.3634 2020-08-06 12:39:53,732 - mmaction - INFO - Epoch [98][260/3757] lr: 1.000e-04, eta: 5:58:15, time: 1.903, data_time: 0.011, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8734, loss_cls: 1.1326, loss: 1.1326, grad_norm: 9.2939 2020-08-06 12:40:32,585 - mmaction - INFO - Epoch [98][280/3757] lr: 1.000e-04, eta: 5:57:36, time: 1.946, data_time: 0.041, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8828, loss_cls: 1.1456, loss: 1.1456, grad_norm: 9.0505 2020-08-06 12:41:11,385 - mmaction - INFO - Epoch [98][300/3757] lr: 1.000e-04, eta: 5:56:57, time: 1.932, data_time: 0.133, memory: 5166, top1_acc: 0.7461, top5_acc: 0.8977, loss_cls: 1.0514, loss: 1.0514, grad_norm: 9.1839 2020-08-06 12:41:51,899 - mmaction - INFO - Epoch [98][320/3757] lr: 1.000e-04, eta: 5:56:18, time: 2.034, data_time: 0.016, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.2129, loss: 1.2129, grad_norm: 9.6354 2020-08-06 12:42:33,212 - mmaction - INFO - Epoch [98][340/3757] lr: 1.000e-04, eta: 5:55:39, time: 2.062, data_time: 0.009, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8930, loss_cls: 1.1267, loss: 1.1267, grad_norm: 9.4604 2020-08-06 12:43:09,331 - mmaction - INFO - Epoch [98][360/3757] lr: 1.000e-04, eta: 5:55:00, time: 1.811, data_time: 0.009, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2375, loss: 1.2375, grad_norm: 9.6639 2020-08-06 12:43:47,763 - mmaction - INFO - Epoch [98][380/3757] lr: 1.000e-04, eta: 5:54:21, time: 1.913, data_time: 0.008, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1441, loss: 1.1441, grad_norm: 9.3260 2020-08-06 12:44:26,314 - mmaction - INFO - Epoch [98][400/3757] lr: 1.000e-04, eta: 5:53:42, time: 1.935, data_time: 0.010, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8789, loss_cls: 1.1646, loss: 1.1646, grad_norm: 9.3797 2020-08-06 12:45:06,354 - mmaction - INFO - Epoch [98][420/3757] lr: 1.000e-04, eta: 5:53:03, time: 2.003, data_time: 0.009, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8719, loss_cls: 1.1742, loss: 1.1742, grad_norm: 9.1855 2020-08-06 12:45:45,202 - mmaction - INFO - Epoch [98][440/3757] lr: 1.000e-04, eta: 5:52:24, time: 1.943, data_time: 0.002, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1658, loss: 1.1658, grad_norm: 9.7073 2020-08-06 12:46:24,326 - mmaction - INFO - Epoch [98][460/3757] lr: 1.000e-04, eta: 5:51:45, time: 1.956, data_time: 0.008, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8844, loss_cls: 1.1937, loss: 1.1937, grad_norm: 9.9307 2020-08-06 12:47:04,914 - mmaction - INFO - Epoch [98][480/3757] lr: 1.000e-04, eta: 5:51:06, time: 2.030, data_time: 0.003, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8734, loss_cls: 1.1517, loss: 1.1517, grad_norm: 9.4930 2020-08-06 12:47:45,379 - mmaction - INFO - Epoch [98][500/3757] lr: 1.000e-04, eta: 5:50:27, time: 2.014, data_time: 0.008, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.1585, loss: 1.1585, grad_norm: 9.5375 2020-08-06 12:48:22,825 - mmaction - INFO - Epoch [98][520/3757] lr: 1.000e-04, eta: 5:49:48, time: 1.880, data_time: 0.043, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8688, loss_cls: 1.2257, loss: 1.2257, grad_norm: 9.5774 2020-08-06 12:49:04,851 - mmaction - INFO - Epoch [98][540/3757] lr: 1.000e-04, eta: 5:49:09, time: 2.102, data_time: 0.015, memory: 5166, top1_acc: 0.7453, top5_acc: 0.8953, loss_cls: 1.0847, loss: 1.0847, grad_norm: 9.4848 2020-08-06 12:49:42,975 - mmaction - INFO - Epoch [98][560/3757] lr: 1.000e-04, eta: 5:48:30, time: 1.904, data_time: 0.031, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8828, loss_cls: 1.1523, loss: 1.1523, grad_norm: 9.3592 2020-08-06 12:50:24,583 - mmaction - INFO - Epoch [98][580/3757] lr: 1.000e-04, eta: 5:47:51, time: 2.073, data_time: 0.005, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8938, loss_cls: 1.0750, loss: 1.0750, grad_norm: 8.9509 2020-08-06 12:51:00,885 - mmaction - INFO - Epoch [98][600/3757] lr: 1.000e-04, eta: 5:47:11, time: 1.817, data_time: 0.013, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8875, loss_cls: 1.1544, loss: 1.1544, grad_norm: 9.5815 2020-08-06 12:51:40,551 - mmaction - INFO - Epoch [98][620/3757] lr: 1.000e-04, eta: 5:46:32, time: 1.991, data_time: 0.171, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.1327, loss: 1.1327, grad_norm: 9.0147 2020-08-06 12:52:24,038 - mmaction - INFO - Epoch [98][640/3757] lr: 1.000e-04, eta: 5:45:54, time: 2.170, data_time: 0.384, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8781, loss_cls: 1.1552, loss: 1.1552, grad_norm: 9.3767 2020-08-06 12:53:03,075 - mmaction - INFO - Epoch [98][660/3757] lr: 1.000e-04, eta: 5:45:15, time: 1.948, data_time: 0.027, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8906, loss_cls: 1.1293, loss: 1.1293, grad_norm: 9.3290 2020-08-06 12:53:42,717 - mmaction - INFO - Epoch [98][680/3757] lr: 1.000e-04, eta: 5:44:36, time: 1.982, data_time: 0.011, memory: 5166, top1_acc: 0.7242, top5_acc: 0.9000, loss_cls: 1.0859, loss: 1.0859, grad_norm: 9.4674 2020-08-06 12:54:23,518 - mmaction - INFO - Epoch [98][700/3757] lr: 1.000e-04, eta: 5:43:57, time: 2.045, data_time: 0.011, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.1085, loss: 1.1085, grad_norm: 9.1776 2020-08-06 12:54:56,810 - mmaction - INFO - Epoch [98][720/3757] lr: 1.000e-04, eta: 5:43:17, time: 1.659, data_time: 0.048, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1449, loss: 1.1449, grad_norm: 9.4699 2020-08-06 12:55:38,330 - mmaction - INFO - Epoch [98][740/3757] lr: 1.000e-04, eta: 5:42:38, time: 2.085, data_time: 0.012, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1646, loss: 1.1646, grad_norm: 9.5058 2020-08-06 12:56:15,317 - mmaction - INFO - Epoch [98][760/3757] lr: 1.000e-04, eta: 5:41:59, time: 1.842, data_time: 0.009, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.1825, loss: 1.1825, grad_norm: 9.7467 2020-08-06 12:56:55,951 - mmaction - INFO - Epoch [98][780/3757] lr: 1.000e-04, eta: 5:41:20, time: 2.038, data_time: 0.009, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8922, loss_cls: 1.1170, loss: 1.1170, grad_norm: 9.2345 2020-08-06 12:57:34,972 - mmaction - INFO - Epoch [98][800/3757] lr: 1.000e-04, eta: 5:40:41, time: 1.944, data_time: 0.009, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1597, loss: 1.1597, grad_norm: 9.6713 2020-08-06 12:58:13,596 - mmaction - INFO - Epoch [98][820/3757] lr: 1.000e-04, eta: 5:40:02, time: 1.940, data_time: 0.010, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8664, loss_cls: 1.2313, loss: 1.2313, grad_norm: 9.8621 2020-08-06 12:58:52,710 - mmaction - INFO - Epoch [98][840/3757] lr: 1.000e-04, eta: 5:39:23, time: 1.953, data_time: 0.283, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1782, loss: 1.1782, grad_norm: 9.6818 2020-08-06 12:59:34,262 - mmaction - INFO - Epoch [98][860/3757] lr: 1.000e-04, eta: 5:38:44, time: 2.079, data_time: 0.115, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8984, loss_cls: 1.0577, loss: 1.0577, grad_norm: 9.1721 2020-08-06 13:00:12,596 - mmaction - INFO - Epoch [98][880/3757] lr: 1.000e-04, eta: 5:38:05, time: 1.898, data_time: 0.013, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8945, loss_cls: 1.1155, loss: 1.1155, grad_norm: 9.5674 2020-08-06 13:00:45,502 - mmaction - INFO - Epoch [98][900/3757] lr: 1.000e-04, eta: 5:37:26, time: 1.665, data_time: 0.343, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8992, loss_cls: 1.0758, loss: 1.0758, grad_norm: 9.1809 2020-08-06 13:01:28,276 - mmaction - INFO - Epoch [98][920/3757] lr: 1.000e-04, eta: 5:36:47, time: 2.131, data_time: 0.126, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1577, loss: 1.1577, grad_norm: 9.4093 2020-08-06 13:02:06,385 - mmaction - INFO - Epoch [98][940/3757] lr: 1.000e-04, eta: 5:36:08, time: 1.913, data_time: 0.010, memory: 5166, top1_acc: 0.7289, top5_acc: 0.9070, loss_cls: 1.0606, loss: 1.0606, grad_norm: 9.0935 2020-08-06 13:02:47,747 - mmaction - INFO - Epoch [98][960/3757] lr: 1.000e-04, eta: 5:35:29, time: 2.057, data_time: 0.002, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.2035, loss: 1.2035, grad_norm: 9.8298 2020-08-06 13:03:27,246 - mmaction - INFO - Epoch [98][980/3757] lr: 1.000e-04, eta: 5:34:50, time: 1.985, data_time: 0.013, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8930, loss_cls: 1.1442, loss: 1.1442, grad_norm: 9.2640 2020-08-06 13:04:04,955 - mmaction - INFO - Epoch [98][1000/3757] lr: 1.000e-04, eta: 5:34:11, time: 1.886, data_time: 0.003, memory: 5166, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0947, loss: 1.0947, grad_norm: 9.2042 2020-08-06 13:04:48,320 - mmaction - INFO - Epoch [98][1020/3757] lr: 1.000e-04, eta: 5:33:32, time: 2.165, data_time: 0.670, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.1681, loss: 1.1681, grad_norm: 9.5718 2020-08-06 13:05:22,356 - mmaction - INFO - Epoch [98][1040/3757] lr: 1.000e-04, eta: 5:32:53, time: 1.700, data_time: 0.735, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8961, loss_cls: 1.0815, loss: 1.0815, grad_norm: 9.2283 2020-08-06 13:06:04,289 - mmaction - INFO - Epoch [98][1060/3757] lr: 1.000e-04, eta: 5:32:14, time: 2.101, data_time: 0.018, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1620, loss: 1.1620, grad_norm: 9.2756 2020-08-06 13:06:43,098 - mmaction - INFO - Epoch [98][1080/3757] lr: 1.000e-04, eta: 5:31:35, time: 1.939, data_time: 0.007, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1422, loss: 1.1422, grad_norm: 9.4769 2020-08-06 13:07:19,961 - mmaction - INFO - Epoch [98][1100/3757] lr: 1.000e-04, eta: 5:30:56, time: 1.844, data_time: 0.004, memory: 5166, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 1.0903, loss: 1.0903, grad_norm: 9.4514 2020-08-06 13:08:00,396 - mmaction - INFO - Epoch [98][1120/3757] lr: 1.000e-04, eta: 5:30:17, time: 2.018, data_time: 0.543, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8781, loss_cls: 1.1853, loss: 1.1853, grad_norm: 9.4683 2020-08-06 13:08:39,628 - mmaction - INFO - Epoch [98][1140/3757] lr: 1.000e-04, eta: 5:29:38, time: 1.964, data_time: 0.427, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8906, loss_cls: 1.1084, loss: 1.1084, grad_norm: 9.4746 2020-08-06 13:09:20,613 - mmaction - INFO - Epoch [98][1160/3757] lr: 1.000e-04, eta: 5:28:59, time: 2.050, data_time: 0.189, memory: 5166, top1_acc: 0.7461, top5_acc: 0.8945, loss_cls: 1.0420, loss: 1.0420, grad_norm: 8.8149 2020-08-06 13:10:00,167 - mmaction - INFO - Epoch [98][1180/3757] lr: 1.000e-04, eta: 5:28:20, time: 1.971, data_time: 0.288, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8766, loss_cls: 1.1780, loss: 1.1780, grad_norm: 9.5122 2020-08-06 13:10:39,249 - mmaction - INFO - Epoch [98][1200/3757] lr: 1.000e-04, eta: 5:27:41, time: 1.962, data_time: 0.010, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1331, loss: 1.1331, grad_norm: 9.1858 2020-08-06 13:11:18,384 - mmaction - INFO - Epoch [98][1220/3757] lr: 1.000e-04, eta: 5:27:01, time: 1.948, data_time: 0.049, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.2063, loss: 1.2063, grad_norm: 9.8435 2020-08-06 13:11:59,524 - mmaction - INFO - Epoch [98][1240/3757] lr: 1.000e-04, eta: 5:26:23, time: 2.063, data_time: 0.045, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.1680, loss: 1.1680, grad_norm: 9.5845 2020-08-06 13:12:37,155 - mmaction - INFO - Epoch [98][1260/3757] lr: 1.000e-04, eta: 5:25:43, time: 1.882, data_time: 0.013, memory: 5166, top1_acc: 0.6922, top5_acc: 0.8797, loss_cls: 1.2190, loss: 1.2190, grad_norm: 9.3233 2020-08-06 13:13:14,606 - mmaction - INFO - Epoch [98][1280/3757] lr: 1.000e-04, eta: 5:25:04, time: 1.873, data_time: 0.022, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8719, loss_cls: 1.1986, loss: 1.1986, grad_norm: 9.3702 2020-08-06 13:13:55,626 - mmaction - INFO - Epoch [98][1300/3757] lr: 1.000e-04, eta: 5:24:25, time: 2.050, data_time: 0.372, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1561, loss: 1.1561, grad_norm: 9.9325 2020-08-06 13:14:34,024 - mmaction - INFO - Epoch [98][1320/3757] lr: 1.000e-04, eta: 5:23:46, time: 1.913, data_time: 0.112, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1159, loss: 1.1159, grad_norm: 9.3185 2020-08-06 13:15:10,617 - mmaction - INFO - Epoch [98][1340/3757] lr: 1.000e-04, eta: 5:23:07, time: 1.838, data_time: 0.039, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8828, loss_cls: 1.1539, loss: 1.1539, grad_norm: 9.0667 2020-08-06 13:15:53,047 - mmaction - INFO - Epoch [98][1360/3757] lr: 1.000e-04, eta: 5:22:28, time: 2.121, data_time: 0.003, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.0784, loss: 1.0784, grad_norm: 9.1846 2020-08-06 13:16:32,539 - mmaction - INFO - Epoch [98][1380/3757] lr: 1.000e-04, eta: 5:21:49, time: 1.973, data_time: 0.010, memory: 5166, top1_acc: 0.7297, top5_acc: 0.9070, loss_cls: 1.0774, loss: 1.0774, grad_norm: 9.2735 2020-08-06 13:17:10,334 - mmaction - INFO - Epoch [98][1400/3757] lr: 1.000e-04, eta: 5:21:10, time: 1.894, data_time: 0.009, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8742, loss_cls: 1.2019, loss: 1.2019, grad_norm: 9.5178 2020-08-06 13:17:49,118 - mmaction - INFO - Epoch [98][1420/3757] lr: 1.000e-04, eta: 5:20:31, time: 1.931, data_time: 0.012, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8867, loss_cls: 1.1671, loss: 1.1671, grad_norm: 9.3931 2020-08-06 13:18:27,671 - mmaction - INFO - Epoch [98][1440/3757] lr: 1.000e-04, eta: 5:19:52, time: 1.936, data_time: 0.123, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.1297, loss: 1.1297, grad_norm: 9.8086 2020-08-06 13:19:08,208 - mmaction - INFO - Epoch [98][1460/3757] lr: 1.000e-04, eta: 5:19:13, time: 2.018, data_time: 0.179, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8844, loss_cls: 1.1422, loss: 1.1422, grad_norm: 9.1556 2020-08-06 13:19:47,939 - mmaction - INFO - Epoch [98][1480/3757] lr: 1.000e-04, eta: 5:18:34, time: 1.991, data_time: 0.147, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8875, loss_cls: 1.1461, loss: 1.1461, grad_norm: 9.3853 2020-08-06 13:20:27,312 - mmaction - INFO - Epoch [98][1500/3757] lr: 1.000e-04, eta: 5:17:55, time: 1.971, data_time: 0.297, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8883, loss_cls: 1.1195, loss: 1.1195, grad_norm: 9.4625 2020-08-06 13:21:05,799 - mmaction - INFO - Epoch [98][1520/3757] lr: 1.000e-04, eta: 5:17:16, time: 1.920, data_time: 0.008, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1760, loss: 1.1760, grad_norm: 9.4612 2020-08-06 13:21:43,709 - mmaction - INFO - Epoch [98][1540/3757] lr: 1.000e-04, eta: 5:16:37, time: 1.895, data_time: 0.011, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8820, loss_cls: 1.1615, loss: 1.1615, grad_norm: 9.1901 2020-08-06 13:22:24,628 - mmaction - INFO - Epoch [98][1560/3757] lr: 1.000e-04, eta: 5:15:58, time: 2.053, data_time: 0.012, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1744, loss: 1.1744, grad_norm: 9.3628 2020-08-06 13:23:01,001 - mmaction - INFO - Epoch [98][1580/3757] lr: 1.000e-04, eta: 5:15:19, time: 1.816, data_time: 0.009, memory: 5166, top1_acc: 0.7375, top5_acc: 0.8883, loss_cls: 1.1093, loss: 1.1093, grad_norm: 9.2731 2020-08-06 13:23:43,102 - mmaction - INFO - Epoch [98][1600/3757] lr: 1.000e-04, eta: 5:14:40, time: 2.108, data_time: 0.009, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1571, loss: 1.1571, grad_norm: 9.6649 2020-08-06 13:24:21,077 - mmaction - INFO - Epoch [98][1620/3757] lr: 1.000e-04, eta: 5:14:01, time: 1.898, data_time: 0.003, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8922, loss_cls: 1.1172, loss: 1.1172, grad_norm: 9.1412 2020-08-06 13:24:59,654 - mmaction - INFO - Epoch [98][1640/3757] lr: 1.000e-04, eta: 5:13:22, time: 1.931, data_time: 0.009, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8734, loss_cls: 1.1601, loss: 1.1601, grad_norm: 9.4478 2020-08-06 13:25:38,521 - mmaction - INFO - Epoch [98][1660/3757] lr: 1.000e-04, eta: 5:12:43, time: 1.942, data_time: 0.004, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8594, loss_cls: 1.2918, loss: 1.2918, grad_norm: 9.8279 2020-08-06 13:26:19,472 - mmaction - INFO - Epoch [98][1680/3757] lr: 1.000e-04, eta: 5:12:04, time: 2.042, data_time: 0.009, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8930, loss_cls: 1.0915, loss: 1.0915, grad_norm: 9.1050 2020-08-06 13:26:56,650 - mmaction - INFO - Epoch [98][1700/3757] lr: 1.000e-04, eta: 5:11:24, time: 1.865, data_time: 0.010, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8898, loss_cls: 1.1431, loss: 1.1431, grad_norm: 9.6378 2020-08-06 13:27:35,208 - mmaction - INFO - Epoch [98][1720/3757] lr: 1.000e-04, eta: 5:10:45, time: 1.925, data_time: 0.056, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8961, loss_cls: 1.0971, loss: 1.0971, grad_norm: 9.5048 2020-08-06 13:28:13,010 - mmaction - INFO - Epoch [98][1740/3757] lr: 1.000e-04, eta: 5:10:06, time: 1.889, data_time: 0.162, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.0891, loss: 1.0891, grad_norm: 9.2327 2020-08-06 13:28:51,542 - mmaction - INFO - Epoch [98][1760/3757] lr: 1.000e-04, eta: 5:09:27, time: 1.927, data_time: 0.021, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1373, loss: 1.1373, grad_norm: 9.4945 2020-08-06 13:29:32,252 - mmaction - INFO - Epoch [98][1780/3757] lr: 1.000e-04, eta: 5:08:48, time: 2.038, data_time: 0.012, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8953, loss_cls: 1.0779, loss: 1.0779, grad_norm: 9.2158 2020-08-06 13:30:10,099 - mmaction - INFO - Epoch [98][1800/3757] lr: 1.000e-04, eta: 5:08:09, time: 1.892, data_time: 0.014, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8961, loss_cls: 1.1158, loss: 1.1158, grad_norm: 9.3458 2020-08-06 13:30:48,974 - mmaction - INFO - Epoch [98][1820/3757] lr: 1.000e-04, eta: 5:07:30, time: 1.945, data_time: 0.566, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1229, loss: 1.1229, grad_norm: 9.2414 2020-08-06 13:31:31,526 - mmaction - INFO - Epoch [98][1840/3757] lr: 1.000e-04, eta: 5:06:51, time: 2.120, data_time: 1.475, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8852, loss_cls: 1.1056, loss: 1.1056, grad_norm: 9.2987 2020-08-06 13:32:11,663 - mmaction - INFO - Epoch [98][1860/3757] lr: 1.000e-04, eta: 5:06:12, time: 2.007, data_time: 1.432, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.2180, loss: 1.2180, grad_norm: 9.4238 2020-08-06 13:32:47,241 - mmaction - INFO - Epoch [98][1880/3757] lr: 1.000e-04, eta: 5:05:33, time: 1.780, data_time: 1.205, memory: 5166, top1_acc: 0.7227, top5_acc: 0.9102, loss_cls: 1.0822, loss: 1.0822, grad_norm: 9.3971 2020-08-06 13:33:27,474 - mmaction - INFO - Epoch [98][1900/3757] lr: 1.000e-04, eta: 5:04:54, time: 2.018, data_time: 1.251, memory: 5166, top1_acc: 0.7484, top5_acc: 0.9031, loss_cls: 1.0340, loss: 1.0340, grad_norm: 9.0131 2020-08-06 13:34:06,587 - mmaction - INFO - Epoch [98][1920/3757] lr: 1.000e-04, eta: 5:04:15, time: 1.954, data_time: 0.661, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8898, loss_cls: 1.1465, loss: 1.1465, grad_norm: 9.5135 2020-08-06 13:34:44,648 - mmaction - INFO - Epoch [98][1940/3757] lr: 1.000e-04, eta: 5:03:36, time: 1.902, data_time: 0.255, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8719, loss_cls: 1.1821, loss: 1.1821, grad_norm: 9.4270 2020-08-06 13:35:25,163 - mmaction - INFO - Epoch [98][1960/3757] lr: 1.000e-04, eta: 5:02:57, time: 2.019, data_time: 0.005, memory: 5166, top1_acc: 0.7375, top5_acc: 0.9016, loss_cls: 1.0201, loss: 1.0201, grad_norm: 8.9802 2020-08-06 13:36:00,173 - mmaction - INFO - Epoch [98][1980/3757] lr: 1.000e-04, eta: 5:02:18, time: 1.759, data_time: 0.627, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8969, loss_cls: 1.0667, loss: 1.0667, grad_norm: 9.1690 2020-08-06 13:36:42,017 - mmaction - INFO - Epoch [98][2000/3757] lr: 1.000e-04, eta: 5:01:39, time: 2.093, data_time: 0.942, memory: 5166, top1_acc: 0.7227, top5_acc: 0.9031, loss_cls: 1.0826, loss: 1.0826, grad_norm: 9.2002 2020-08-06 13:37:20,666 - mmaction - INFO - Epoch [98][2020/3757] lr: 1.000e-04, eta: 5:01:00, time: 1.932, data_time: 0.632, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8812, loss_cls: 1.1627, loss: 1.1627, grad_norm: 9.4756 2020-08-06 13:38:00,223 - mmaction - INFO - Epoch [98][2040/3757] lr: 1.000e-04, eta: 5:00:21, time: 1.977, data_time: 0.502, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8820, loss_cls: 1.1298, loss: 1.1298, grad_norm: 9.4083 2020-08-06 13:38:37,848 - mmaction - INFO - Epoch [98][2060/3757] lr: 1.000e-04, eta: 4:59:42, time: 1.877, data_time: 0.206, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8711, loss_cls: 1.2234, loss: 1.2234, grad_norm: 9.5866 2020-08-06 13:39:19,179 - mmaction - INFO - Epoch [98][2080/3757] lr: 1.000e-04, eta: 4:59:03, time: 2.068, data_time: 1.041, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.1750, loss: 1.1750, grad_norm: 9.5142 2020-08-06 13:40:00,226 - mmaction - INFO - Epoch [98][2100/3757] lr: 1.000e-04, eta: 4:58:24, time: 2.051, data_time: 1.287, memory: 5166, top1_acc: 0.7516, top5_acc: 0.9148, loss_cls: 1.0081, loss: 1.0081, grad_norm: 8.9424 2020-08-06 13:40:35,310 - mmaction - INFO - Epoch [98][2120/3757] lr: 1.000e-04, eta: 4:57:44, time: 1.757, data_time: 0.008, memory: 5166, top1_acc: 0.7375, top5_acc: 0.8891, loss_cls: 1.1100, loss: 1.1100, grad_norm: 9.2377 2020-08-06 13:41:16,536 - mmaction - INFO - Epoch [98][2140/3757] lr: 1.000e-04, eta: 4:57:05, time: 2.056, data_time: 0.012, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8844, loss_cls: 1.1843, loss: 1.1843, grad_norm: 9.5751 2020-08-06 13:41:55,435 - mmaction - INFO - Epoch [98][2160/3757] lr: 1.000e-04, eta: 4:56:26, time: 1.954, data_time: 0.011, memory: 5166, top1_acc: 0.7211, top5_acc: 0.9031, loss_cls: 1.0940, loss: 1.0940, grad_norm: 9.1301 2020-08-06 13:42:32,711 - mmaction - INFO - Epoch [98][2180/3757] lr: 1.000e-04, eta: 4:55:47, time: 1.857, data_time: 0.007, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1344, loss: 1.1344, grad_norm: 9.5538 2020-08-06 13:43:12,508 - mmaction - INFO - Epoch [98][2200/3757] lr: 1.000e-04, eta: 4:55:08, time: 1.991, data_time: 0.009, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1587, loss: 1.1587, grad_norm: 9.6180 2020-08-06 13:43:52,010 - mmaction - INFO - Epoch [98][2220/3757] lr: 1.000e-04, eta: 4:54:29, time: 1.981, data_time: 0.009, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8758, loss_cls: 1.1933, loss: 1.1933, grad_norm: 9.9900 2020-08-06 13:44:29,999 - mmaction - INFO - Epoch [98][2240/3757] lr: 1.000e-04, eta: 4:53:50, time: 1.897, data_time: 0.002, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.1035, loss: 1.1035, grad_norm: 9.0710 2020-08-06 13:45:10,862 - mmaction - INFO - Epoch [98][2260/3757] lr: 1.000e-04, eta: 4:53:11, time: 2.044, data_time: 0.010, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1561, loss: 1.1561, grad_norm: 9.5067 2020-08-06 13:45:52,165 - mmaction - INFO - Epoch [98][2280/3757] lr: 1.000e-04, eta: 4:52:32, time: 2.066, data_time: 0.004, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.0926, loss: 1.0926, grad_norm: 8.9830 2020-08-06 13:46:33,623 - mmaction - INFO - Epoch [98][2300/3757] lr: 1.000e-04, eta: 4:51:53, time: 2.071, data_time: 0.009, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8953, loss_cls: 1.1242, loss: 1.1242, grad_norm: 9.3989 2020-08-06 13:47:09,400 - mmaction - INFO - Epoch [98][2320/3757] lr: 1.000e-04, eta: 4:51:14, time: 1.786, data_time: 0.010, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1628, loss: 1.1628, grad_norm: 9.6290 2020-08-06 13:47:50,119 - mmaction - INFO - Epoch [98][2340/3757] lr: 1.000e-04, eta: 4:50:35, time: 2.041, data_time: 0.015, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1558, loss: 1.1558, grad_norm: 9.6202 2020-08-06 13:48:26,353 - mmaction - INFO - Epoch [98][2360/3757] lr: 1.000e-04, eta: 4:49:56, time: 1.807, data_time: 0.008, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.0770, loss: 1.0770, grad_norm: 9.4162 2020-08-06 13:49:06,808 - mmaction - INFO - Epoch [98][2380/3757] lr: 1.000e-04, eta: 4:49:17, time: 2.026, data_time: 0.009, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.0797, loss: 1.0797, grad_norm: 9.2692 2020-08-06 13:49:45,040 - mmaction - INFO - Epoch [98][2400/3757] lr: 1.000e-04, eta: 4:48:38, time: 1.906, data_time: 0.009, memory: 5166, top1_acc: 0.7367, top5_acc: 0.9031, loss_cls: 1.0765, loss: 1.0765, grad_norm: 9.3510 2020-08-06 13:50:26,683 - mmaction - INFO - Epoch [98][2420/3757] lr: 1.000e-04, eta: 4:47:59, time: 2.080, data_time: 0.010, memory: 5166, top1_acc: 0.6937, top5_acc: 0.8711, loss_cls: 1.1958, loss: 1.1958, grad_norm: 9.6746 2020-08-06 13:51:09,866 - mmaction - INFO - Epoch [98][2440/3757] lr: 1.000e-04, eta: 4:47:20, time: 2.166, data_time: 0.011, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8820, loss_cls: 1.1628, loss: 1.1628, grad_norm: 9.4167 2020-08-06 13:51:47,928 - mmaction - INFO - Epoch [98][2460/3757] lr: 1.000e-04, eta: 4:46:41, time: 1.906, data_time: 0.007, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8930, loss_cls: 1.1136, loss: 1.1136, grad_norm: 9.0987 2020-08-06 13:52:29,156 - mmaction - INFO - Epoch [98][2480/3757] lr: 1.000e-04, eta: 4:46:02, time: 2.059, data_time: 0.007, memory: 5166, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.1923, loss: 1.1923, grad_norm: 9.6196 2020-08-06 13:53:05,553 - mmaction - INFO - Epoch [98][2500/3757] lr: 1.000e-04, eta: 4:45:23, time: 1.817, data_time: 0.006, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8789, loss_cls: 1.1790, loss: 1.1790, grad_norm: 9.7360 2020-08-06 13:53:39,437 - mmaction - INFO - Epoch [98][2520/3757] lr: 1.000e-04, eta: 4:44:44, time: 1.697, data_time: 0.021, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8711, loss_cls: 1.1937, loss: 1.1937, grad_norm: 9.5754 2020-08-06 13:54:24,153 - mmaction - INFO - Epoch [98][2540/3757] lr: 1.000e-04, eta: 4:44:05, time: 2.229, data_time: 0.615, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8945, loss_cls: 1.1110, loss: 1.1110, grad_norm: 9.4074 2020-08-06 13:55:00,258 - mmaction - INFO - Epoch [98][2560/3757] lr: 1.000e-04, eta: 4:43:26, time: 1.813, data_time: 0.805, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.2003, loss: 1.2003, grad_norm: 9.2121 2020-08-06 13:55:41,160 - mmaction - INFO - Epoch [98][2580/3757] lr: 1.000e-04, eta: 4:42:47, time: 2.042, data_time: 1.468, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1699, loss: 1.1699, grad_norm: 9.5469 2020-08-06 13:56:20,149 - mmaction - INFO - Epoch [98][2600/3757] lr: 1.000e-04, eta: 4:42:08, time: 1.955, data_time: 1.378, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8961, loss_cls: 1.0874, loss: 1.0874, grad_norm: 9.2059 2020-08-06 13:56:58,195 - mmaction - INFO - Epoch [98][2620/3757] lr: 1.000e-04, eta: 4:41:29, time: 1.895, data_time: 0.269, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8945, loss_cls: 1.0660, loss: 1.0660, grad_norm: 9.4744 2020-08-06 13:57:40,983 - mmaction - INFO - Epoch [98][2640/3757] lr: 1.000e-04, eta: 4:40:50, time: 2.143, data_time: 0.417, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2106, loss: 1.2106, grad_norm: 9.7383 2020-08-06 13:58:18,492 - mmaction - INFO - Epoch [98][2660/3757] lr: 1.000e-04, eta: 4:40:11, time: 1.872, data_time: 0.540, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8711, loss_cls: 1.1880, loss: 1.1880, grad_norm: 9.5151 2020-08-06 13:58:57,809 - mmaction - INFO - Epoch [98][2680/3757] lr: 1.000e-04, eta: 4:39:32, time: 1.971, data_time: 0.660, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8789, loss_cls: 1.1496, loss: 1.1496, grad_norm: 9.4002 2020-08-06 13:59:37,945 - mmaction - INFO - Epoch [98][2700/3757] lr: 1.000e-04, eta: 4:38:53, time: 2.001, data_time: 0.972, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8742, loss_cls: 1.1872, loss: 1.1872, grad_norm: 9.3196 2020-08-06 14:00:17,763 - mmaction - INFO - Epoch [98][2720/3757] lr: 1.000e-04, eta: 4:38:14, time: 1.982, data_time: 0.365, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8938, loss_cls: 1.1122, loss: 1.1122, grad_norm: 9.5884 2020-08-06 14:00:57,815 - mmaction - INFO - Epoch [98][2740/3757] lr: 1.000e-04, eta: 4:37:35, time: 2.017, data_time: 0.718, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8945, loss_cls: 1.1046, loss: 1.1046, grad_norm: 9.3406 2020-08-06 14:01:37,990 - mmaction - INFO - Epoch [98][2760/3757] lr: 1.000e-04, eta: 4:36:56, time: 2.005, data_time: 0.269, memory: 5166, top1_acc: 0.7477, top5_acc: 0.8836, loss_cls: 1.0890, loss: 1.0890, grad_norm: 9.0022 2020-08-06 14:02:20,343 - mmaction - INFO - Epoch [98][2780/3757] lr: 1.000e-04, eta: 4:36:17, time: 2.122, data_time: 0.111, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8914, loss_cls: 1.1214, loss: 1.1214, grad_norm: 9.3570 2020-08-06 14:02:57,278 - mmaction - INFO - Epoch [98][2800/3757] lr: 1.000e-04, eta: 4:35:38, time: 1.844, data_time: 0.003, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8945, loss_cls: 1.1145, loss: 1.1145, grad_norm: 9.2839 2020-08-06 14:03:35,510 - mmaction - INFO - Epoch [98][2820/3757] lr: 1.000e-04, eta: 4:34:58, time: 1.908, data_time: 0.081, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1716, loss: 1.1716, grad_norm: 9.6195 2020-08-06 14:04:13,767 - mmaction - INFO - Epoch [98][2840/3757] lr: 1.000e-04, eta: 4:34:19, time: 1.920, data_time: 0.023, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8750, loss_cls: 1.1772, loss: 1.1772, grad_norm: 9.5237 2020-08-06 14:04:55,342 - mmaction - INFO - Epoch [98][2860/3757] lr: 1.000e-04, eta: 4:33:40, time: 2.078, data_time: 0.023, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8820, loss_cls: 1.1352, loss: 1.1352, grad_norm: 9.4686 2020-08-06 14:05:32,910 - mmaction - INFO - Epoch [98][2880/3757] lr: 1.000e-04, eta: 4:33:01, time: 1.878, data_time: 0.004, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8891, loss_cls: 1.1220, loss: 1.1220, grad_norm: 9.6830 2020-08-06 14:06:11,579 - mmaction - INFO - Epoch [98][2900/3757] lr: 1.000e-04, eta: 4:32:22, time: 1.928, data_time: 0.010, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8977, loss_cls: 1.0858, loss: 1.0858, grad_norm: 9.5422 2020-08-06 14:06:47,787 - mmaction - INFO - Epoch [98][2920/3757] lr: 1.000e-04, eta: 4:31:43, time: 1.818, data_time: 0.324, memory: 5166, top1_acc: 0.6969, top5_acc: 0.8812, loss_cls: 1.1867, loss: 1.1867, grad_norm: 9.5846 2020-08-06 14:07:25,117 - mmaction - INFO - Epoch [98][2940/3757] lr: 1.000e-04, eta: 4:31:04, time: 1.863, data_time: 0.286, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8836, loss_cls: 1.1683, loss: 1.1683, grad_norm: 9.3602 2020-08-06 14:08:09,304 - mmaction - INFO - Epoch [98][2960/3757] lr: 1.000e-04, eta: 4:30:25, time: 2.212, data_time: 0.145, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.2193, loss: 1.2193, grad_norm: 9.7044 2020-08-06 14:08:49,057 - mmaction - INFO - Epoch [98][2980/3757] lr: 1.000e-04, eta: 4:29:46, time: 1.978, data_time: 0.007, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1707, loss: 1.1707, grad_norm: 9.7552 2020-08-06 14:09:25,764 - mmaction - INFO - Epoch [98][3000/3757] lr: 1.000e-04, eta: 4:29:07, time: 1.845, data_time: 0.012, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8867, loss_cls: 1.0655, loss: 1.0655, grad_norm: 9.5559 2020-08-06 14:10:03,807 - mmaction - INFO - Epoch [98][3020/3757] lr: 1.000e-04, eta: 4:28:28, time: 1.900, data_time: 0.241, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8789, loss_cls: 1.1348, loss: 1.1348, grad_norm: 9.3207 2020-08-06 14:10:44,355 - mmaction - INFO - Epoch [98][3040/3757] lr: 1.000e-04, eta: 4:27:49, time: 2.029, data_time: 1.389, memory: 5166, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0787, loss: 1.0787, grad_norm: 9.2659 2020-08-06 14:11:23,273 - mmaction - INFO - Epoch [98][3060/3757] lr: 1.000e-04, eta: 4:27:10, time: 1.937, data_time: 1.245, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1599, loss: 1.1599, grad_norm: 9.6452 2020-08-06 14:12:05,104 - mmaction - INFO - Epoch [98][3080/3757] lr: 1.000e-04, eta: 4:26:31, time: 2.100, data_time: 0.229, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8836, loss_cls: 1.2035, loss: 1.2035, grad_norm: 9.3572 2020-08-06 14:12:43,802 - mmaction - INFO - Epoch [98][3100/3757] lr: 1.000e-04, eta: 4:25:52, time: 1.933, data_time: 0.074, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8914, loss_cls: 1.1532, loss: 1.1532, grad_norm: 9.5901 2020-08-06 14:13:23,674 - mmaction - INFO - Epoch [98][3120/3757] lr: 1.000e-04, eta: 4:25:13, time: 1.993, data_time: 0.004, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1603, loss: 1.1603, grad_norm: 9.4212 2020-08-06 14:14:00,364 - mmaction - INFO - Epoch [98][3140/3757] lr: 1.000e-04, eta: 4:24:34, time: 1.837, data_time: 0.647, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.1114, loss: 1.1114, grad_norm: 9.5777 2020-08-06 14:14:36,134 - mmaction - INFO - Epoch [98][3160/3757] lr: 1.000e-04, eta: 4:23:55, time: 1.784, data_time: 1.167, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8867, loss_cls: 1.1287, loss: 1.1287, grad_norm: 9.2532 2020-08-06 14:15:14,863 - mmaction - INFO - Epoch [98][3180/3757] lr: 1.000e-04, eta: 4:23:15, time: 1.937, data_time: 0.219, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.2087, loss: 1.2087, grad_norm: 9.5405 2020-08-06 14:15:55,818 - mmaction - INFO - Epoch [98][3200/3757] lr: 1.000e-04, eta: 4:22:37, time: 2.051, data_time: 0.171, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8984, loss_cls: 1.1089, loss: 1.1089, grad_norm: 9.3498 2020-08-06 14:16:33,609 - mmaction - INFO - Epoch [98][3220/3757] lr: 1.000e-04, eta: 4:21:57, time: 1.889, data_time: 0.003, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8836, loss_cls: 1.1305, loss: 1.1305, grad_norm: 9.5698 2020-08-06 14:17:12,785 - mmaction - INFO - Epoch [98][3240/3757] lr: 1.000e-04, eta: 4:21:18, time: 1.960, data_time: 0.010, memory: 5166, top1_acc: 0.7438, top5_acc: 0.8984, loss_cls: 1.0676, loss: 1.0676, grad_norm: 9.4589 2020-08-06 14:17:51,343 - mmaction - INFO - Epoch [98][3260/3757] lr: 1.000e-04, eta: 4:20:39, time: 1.922, data_time: 0.008, memory: 5166, top1_acc: 0.7375, top5_acc: 0.8992, loss_cls: 1.0672, loss: 1.0672, grad_norm: 9.2069 2020-08-06 14:18:29,416 - mmaction - INFO - Epoch [98][3280/3757] lr: 1.000e-04, eta: 4:20:00, time: 1.910, data_time: 0.040, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8852, loss_cls: 1.1332, loss: 1.1332, grad_norm: 9.3314 2020-08-06 14:19:10,636 - mmaction - INFO - Epoch [98][3300/3757] lr: 1.000e-04, eta: 4:19:21, time: 2.052, data_time: 0.003, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1233, loss: 1.1233, grad_norm: 9.2835 2020-08-06 14:19:49,354 - mmaction - INFO - Epoch [98][3320/3757] lr: 1.000e-04, eta: 4:18:42, time: 1.944, data_time: 0.011, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8969, loss_cls: 1.0964, loss: 1.0964, grad_norm: 9.0584 2020-08-06 14:20:30,517 - mmaction - INFO - Epoch [98][3340/3757] lr: 1.000e-04, eta: 4:18:03, time: 2.055, data_time: 0.009, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2559, loss: 1.2559, grad_norm: 9.5687 2020-08-06 14:21:09,892 - mmaction - INFO - Epoch [98][3360/3757] lr: 1.000e-04, eta: 4:17:24, time: 1.972, data_time: 0.009, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8773, loss_cls: 1.2393, loss: 1.2393, grad_norm: 9.8506 2020-08-06 14:21:46,377 - mmaction - INFO - Epoch [98][3380/3757] lr: 1.000e-04, eta: 4:16:45, time: 1.815, data_time: 0.009, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8844, loss_cls: 1.2052, loss: 1.2052, grad_norm: 9.7652 2020-08-06 14:22:26,049 - mmaction - INFO - Epoch [98][3400/3757] lr: 1.000e-04, eta: 4:16:06, time: 1.992, data_time: 0.013, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8953, loss_cls: 1.1094, loss: 1.1094, grad_norm: 9.2636 2020-08-06 14:23:10,243 - mmaction - INFO - Epoch [98][3420/3757] lr: 1.000e-04, eta: 4:15:27, time: 2.211, data_time: 0.063, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1423, loss: 1.1423, grad_norm: 9.4998 2020-08-06 14:23:49,345 - mmaction - INFO - Epoch [98][3440/3757] lr: 1.000e-04, eta: 4:14:48, time: 1.949, data_time: 0.003, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8891, loss_cls: 1.1025, loss: 1.1025, grad_norm: 9.3480 2020-08-06 14:24:28,437 - mmaction - INFO - Epoch [98][3460/3757] lr: 1.000e-04, eta: 4:14:09, time: 1.961, data_time: 0.009, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8844, loss_cls: 1.1472, loss: 1.1472, grad_norm: 9.6924 2020-08-06 14:25:07,593 - mmaction - INFO - Epoch [98][3480/3757] lr: 1.000e-04, eta: 4:13:30, time: 1.958, data_time: 0.063, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8883, loss_cls: 1.1139, loss: 1.1139, grad_norm: 9.2810 2020-08-06 14:25:44,779 - mmaction - INFO - Epoch [98][3500/3757] lr: 1.000e-04, eta: 4:12:51, time: 1.856, data_time: 0.002, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.1567, loss: 1.1567, grad_norm: 9.4645 2020-08-06 14:26:20,952 - mmaction - INFO - Epoch [98][3520/3757] lr: 1.000e-04, eta: 4:12:12, time: 1.811, data_time: 0.015, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8883, loss_cls: 1.0938, loss: 1.0938, grad_norm: 9.5491 2020-08-06 14:26:58,821 - mmaction - INFO - Epoch [98][3540/3757] lr: 1.000e-04, eta: 4:11:33, time: 1.884, data_time: 0.008, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8930, loss_cls: 1.1161, loss: 1.1161, grad_norm: 9.5098 2020-08-06 14:27:39,998 - mmaction - INFO - Epoch [98][3560/3757] lr: 1.000e-04, eta: 4:10:54, time: 2.067, data_time: 0.164, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8906, loss_cls: 1.1356, loss: 1.1356, grad_norm: 9.3097 2020-08-06 14:28:22,012 - mmaction - INFO - Epoch [98][3580/3757] lr: 1.000e-04, eta: 4:10:15, time: 2.095, data_time: 0.964, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8836, loss_cls: 1.1410, loss: 1.1410, grad_norm: 9.5568 2020-08-06 14:28:58,366 - mmaction - INFO - Epoch [98][3600/3757] lr: 1.000e-04, eta: 4:09:36, time: 1.824, data_time: 0.795, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1150, loss: 1.1150, grad_norm: 9.3854 2020-08-06 14:29:36,307 - mmaction - INFO - Epoch [98][3620/3757] lr: 1.000e-04, eta: 4:08:57, time: 1.895, data_time: 0.824, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8875, loss_cls: 1.1159, loss: 1.1159, grad_norm: 9.1691 2020-08-06 14:30:15,598 - mmaction - INFO - Epoch [98][3640/3757] lr: 1.000e-04, eta: 4:08:18, time: 1.964, data_time: 0.808, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1823, loss: 1.1823, grad_norm: 9.2935 2020-08-06 14:30:55,068 - mmaction - INFO - Epoch [98][3660/3757] lr: 1.000e-04, eta: 4:07:38, time: 1.976, data_time: 0.134, memory: 5166, top1_acc: 0.7383, top5_acc: 0.9094, loss_cls: 1.0224, loss: 1.0224, grad_norm: 9.2770 2020-08-06 14:31:33,949 - mmaction - INFO - Epoch [98][3680/3757] lr: 1.000e-04, eta: 4:06:59, time: 1.937, data_time: 0.429, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8969, loss_cls: 1.1033, loss: 1.1033, grad_norm: 9.4178 2020-08-06 14:32:13,893 - mmaction - INFO - Epoch [98][3700/3757] lr: 1.000e-04, eta: 4:06:20, time: 2.000, data_time: 0.016, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8930, loss_cls: 1.0988, loss: 1.0988, grad_norm: 9.2319 2020-08-06 14:32:53,423 - mmaction - INFO - Epoch [98][3720/3757] lr: 1.000e-04, eta: 4:05:41, time: 1.977, data_time: 0.008, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.1886, loss: 1.1886, grad_norm: 9.6385 2020-08-06 14:33:31,590 - mmaction - INFO - Epoch [98][3740/3757] lr: 1.000e-04, eta: 4:05:02, time: 1.912, data_time: 0.008, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1694, loss: 1.1694, grad_norm: 9.3350 2020-08-06 14:33:59,504 - mmaction - INFO - Saving checkpoint at 98 epochs 2020-08-06 14:34:54,615 - mmaction - INFO - Epoch [99][20/3757] lr: 1.000e-04, eta: 4:03:49, time: 2.661, data_time: 1.530, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8820, loss_cls: 1.1765, loss: 1.1765, grad_norm: 9.5948 2020-08-06 14:35:36,402 - mmaction - INFO - Epoch [99][40/3757] lr: 1.000e-04, eta: 4:03:10, time: 2.083, data_time: 0.552, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8797, loss_cls: 1.1446, loss: 1.1446, grad_norm: 9.2388 2020-08-06 14:36:18,321 - mmaction - INFO - Epoch [99][60/3757] lr: 1.000e-04, eta: 4:02:32, time: 2.102, data_time: 1.194, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1355, loss: 1.1355, grad_norm: 9.8386 2020-08-06 14:36:53,748 - mmaction - INFO - Epoch [99][80/3757] lr: 1.000e-04, eta: 4:01:52, time: 1.770, data_time: 0.824, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1404, loss: 1.1404, grad_norm: 9.5028 2020-08-06 14:37:33,781 - mmaction - INFO - Epoch [99][100/3757] lr: 1.000e-04, eta: 4:01:13, time: 1.999, data_time: 0.218, memory: 5166, top1_acc: 0.7406, top5_acc: 0.9016, loss_cls: 1.0674, loss: 1.0674, grad_norm: 9.4264 2020-08-06 14:38:15,250 - mmaction - INFO - Epoch [99][120/3757] lr: 1.000e-04, eta: 4:00:34, time: 2.078, data_time: 0.008, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8664, loss_cls: 1.2328, loss: 1.2328, grad_norm: 9.7249 2020-08-06 14:38:55,613 - mmaction - INFO - Epoch [99][140/3757] lr: 1.000e-04, eta: 3:59:55, time: 2.011, data_time: 0.009, memory: 5166, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.1962, loss: 1.1962, grad_norm: 9.8233 2020-08-06 14:39:30,619 - mmaction - INFO - Epoch [99][160/3757] lr: 1.000e-04, eta: 3:59:16, time: 1.746, data_time: 0.010, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8742, loss_cls: 1.1853, loss: 1.1853, grad_norm: 9.4944 2020-08-06 14:40:12,855 - mmaction - INFO - Epoch [99][180/3757] lr: 1.000e-04, eta: 3:58:37, time: 2.113, data_time: 0.013, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8789, loss_cls: 1.1793, loss: 1.1793, grad_norm: 9.6872 2020-08-06 14:40:48,990 - mmaction - INFO - Epoch [99][200/3757] lr: 1.000e-04, eta: 3:57:58, time: 1.814, data_time: 0.011, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8945, loss_cls: 1.0929, loss: 1.0929, grad_norm: 9.4370 2020-08-06 14:41:29,442 - mmaction - INFO - Epoch [99][220/3757] lr: 1.000e-04, eta: 3:57:19, time: 2.018, data_time: 0.009, memory: 5166, top1_acc: 0.7414, top5_acc: 0.9125, loss_cls: 1.0240, loss: 1.0240, grad_norm: 8.8928 2020-08-06 14:42:07,498 - mmaction - INFO - Epoch [99][240/3757] lr: 1.000e-04, eta: 3:56:40, time: 1.909, data_time: 0.008, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1302, loss: 1.1302, grad_norm: 9.2210 2020-08-06 14:42:51,737 - mmaction - INFO - Epoch [99][260/3757] lr: 1.000e-04, eta: 3:56:01, time: 2.208, data_time: 0.005, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8883, loss_cls: 1.1314, loss: 1.1314, grad_norm: 9.5406 2020-08-06 14:43:27,642 - mmaction - INFO - Epoch [99][280/3757] lr: 1.000e-04, eta: 3:55:22, time: 1.799, data_time: 0.009, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8836, loss_cls: 1.1433, loss: 1.1433, grad_norm: 9.3602 2020-08-06 14:44:09,066 - mmaction - INFO - Epoch [99][300/3757] lr: 1.000e-04, eta: 3:54:43, time: 2.070, data_time: 0.002, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8906, loss_cls: 1.1274, loss: 1.1274, grad_norm: 9.7926 2020-08-06 14:44:49,824 - mmaction - INFO - Epoch [99][320/3757] lr: 1.000e-04, eta: 3:54:04, time: 2.039, data_time: 0.008, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8750, loss_cls: 1.1168, loss: 1.1168, grad_norm: 9.0254 2020-08-06 14:45:28,282 - mmaction - INFO - Epoch [99][340/3757] lr: 1.000e-04, eta: 3:53:25, time: 1.916, data_time: 0.006, memory: 5166, top1_acc: 0.7438, top5_acc: 0.8984, loss_cls: 1.0292, loss: 1.0292, grad_norm: 8.8802 2020-08-06 14:46:03,906 - mmaction - INFO - Epoch [99][360/3757] lr: 1.000e-04, eta: 3:52:46, time: 1.787, data_time: 0.026, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8852, loss_cls: 1.1743, loss: 1.1743, grad_norm: 9.6332 2020-08-06 14:46:44,588 - mmaction - INFO - Epoch [99][380/3757] lr: 1.000e-04, eta: 3:52:07, time: 2.027, data_time: 0.008, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8922, loss_cls: 1.1377, loss: 1.1377, grad_norm: 9.4436 2020-08-06 14:47:25,973 - mmaction - INFO - Epoch [99][400/3757] lr: 1.000e-04, eta: 3:51:28, time: 2.070, data_time: 0.011, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1220, loss: 1.1220, grad_norm: 9.3822 2020-08-06 14:48:01,722 - mmaction - INFO - Epoch [99][420/3757] lr: 1.000e-04, eta: 3:50:49, time: 1.794, data_time: 0.011, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1923, loss: 1.1923, grad_norm: 9.6236 2020-08-06 14:48:43,934 - mmaction - INFO - Epoch [99][440/3757] lr: 1.000e-04, eta: 3:50:10, time: 2.111, data_time: 0.076, memory: 5166, top1_acc: 0.7359, top5_acc: 0.9000, loss_cls: 1.0561, loss: 1.0561, grad_norm: 9.2825 2020-08-06 14:49:23,047 - mmaction - INFO - Epoch [99][460/3757] lr: 1.000e-04, eta: 3:49:31, time: 1.949, data_time: 0.007, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8992, loss_cls: 1.0625, loss: 1.0625, grad_norm: 9.4957 2020-08-06 14:50:03,471 - mmaction - INFO - Epoch [99][480/3757] lr: 1.000e-04, eta: 3:48:52, time: 2.024, data_time: 0.010, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8930, loss_cls: 1.1342, loss: 1.1342, grad_norm: 9.4059 2020-08-06 14:50:40,822 - mmaction - INFO - Epoch [99][500/3757] lr: 1.000e-04, eta: 3:48:13, time: 1.872, data_time: 0.010, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8922, loss_cls: 1.1090, loss: 1.1090, grad_norm: 9.5063 2020-08-06 14:51:19,269 - mmaction - INFO - Epoch [99][520/3757] lr: 1.000e-04, eta: 3:47:34, time: 1.919, data_time: 0.007, memory: 5166, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0689, loss: 1.0689, grad_norm: 9.6290 2020-08-06 14:51:58,800 - mmaction - INFO - Epoch [99][540/3757] lr: 1.000e-04, eta: 3:46:55, time: 1.979, data_time: 0.008, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.0872, loss: 1.0872, grad_norm: 9.0430 2020-08-06 14:52:39,264 - mmaction - INFO - Epoch [99][560/3757] lr: 1.000e-04, eta: 3:46:16, time: 2.013, data_time: 0.009, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8820, loss_cls: 1.1347, loss: 1.1347, grad_norm: 9.3053 2020-08-06 14:53:19,896 - mmaction - INFO - Epoch [99][580/3757] lr: 1.000e-04, eta: 3:45:37, time: 2.041, data_time: 0.012, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8883, loss_cls: 1.1075, loss: 1.1075, grad_norm: 9.1830 2020-08-06 14:53:54,487 - mmaction - INFO - Epoch [99][600/3757] lr: 1.000e-04, eta: 3:44:57, time: 1.719, data_time: 0.020, memory: 5166, top1_acc: 0.7453, top5_acc: 0.9023, loss_cls: 1.0006, loss: 1.0006, grad_norm: 9.0423 2020-08-06 14:54:33,893 - mmaction - INFO - Epoch [99][620/3757] lr: 1.000e-04, eta: 3:44:18, time: 1.981, data_time: 0.017, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8883, loss_cls: 1.1353, loss: 1.1353, grad_norm: 9.3646 2020-08-06 14:55:15,298 - mmaction - INFO - Epoch [99][640/3757] lr: 1.000e-04, eta: 3:43:39, time: 2.067, data_time: 0.003, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8859, loss_cls: 1.1282, loss: 1.1282, grad_norm: 9.4949 2020-08-06 14:55:55,797 - mmaction - INFO - Epoch [99][660/3757] lr: 1.000e-04, eta: 3:43:00, time: 2.029, data_time: 0.009, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.1869, loss: 1.1869, grad_norm: 9.6091 2020-08-06 14:56:33,249 - mmaction - INFO - Epoch [99][680/3757] lr: 1.000e-04, eta: 3:42:21, time: 1.871, data_time: 0.008, memory: 5166, top1_acc: 0.7391, top5_acc: 0.8844, loss_cls: 1.1028, loss: 1.1028, grad_norm: 9.1459 2020-08-06 14:57:09,357 - mmaction - INFO - Epoch [99][700/3757] lr: 1.000e-04, eta: 3:41:42, time: 1.808, data_time: 0.005, memory: 5166, top1_acc: 0.7438, top5_acc: 0.8914, loss_cls: 1.0864, loss: 1.0864, grad_norm: 8.9938 2020-08-06 14:57:51,435 - mmaction - INFO - Epoch [99][720/3757] lr: 1.000e-04, eta: 3:41:03, time: 2.103, data_time: 0.002, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1449, loss: 1.1449, grad_norm: 9.2573 2020-08-06 14:58:30,745 - mmaction - INFO - Epoch [99][740/3757] lr: 1.000e-04, eta: 3:40:24, time: 1.963, data_time: 0.008, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8805, loss_cls: 1.1706, loss: 1.1706, grad_norm: 9.6329 2020-08-06 14:59:09,976 - mmaction - INFO - Epoch [99][760/3757] lr: 1.000e-04, eta: 3:39:45, time: 1.964, data_time: 0.008, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8875, loss_cls: 1.1329, loss: 1.1329, grad_norm: 9.6771 2020-08-06 14:59:45,524 - mmaction - INFO - Epoch [99][780/3757] lr: 1.000e-04, eta: 3:39:06, time: 1.776, data_time: 0.138, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8820, loss_cls: 1.1460, loss: 1.1460, grad_norm: 9.2440 2020-08-06 15:00:24,558 - mmaction - INFO - Epoch [99][800/3757] lr: 1.000e-04, eta: 3:38:27, time: 1.933, data_time: 0.389, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8797, loss_cls: 1.1750, loss: 1.1750, grad_norm: 9.5867 2020-08-06 15:01:02,009 - mmaction - INFO - Epoch [99][820/3757] lr: 1.000e-04, eta: 3:37:48, time: 1.892, data_time: 1.060, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8828, loss_cls: 1.1513, loss: 1.1513, grad_norm: 9.3184 2020-08-06 15:01:41,619 - mmaction - INFO - Epoch [99][840/3757] lr: 1.000e-04, eta: 3:37:09, time: 1.975, data_time: 0.487, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8945, loss_cls: 1.0633, loss: 1.0633, grad_norm: 9.0312 2020-08-06 15:02:20,928 - mmaction - INFO - Epoch [99][860/3757] lr: 1.000e-04, eta: 3:36:30, time: 1.965, data_time: 0.016, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8922, loss_cls: 1.0578, loss: 1.0578, grad_norm: 9.3343 2020-08-06 15:03:01,312 - mmaction - INFO - Epoch [99][880/3757] lr: 1.000e-04, eta: 3:35:51, time: 2.025, data_time: 0.336, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8734, loss_cls: 1.1342, loss: 1.1342, grad_norm: 9.5007 2020-08-06 15:03:39,286 - mmaction - INFO - Epoch [99][900/3757] lr: 1.000e-04, eta: 3:35:12, time: 1.900, data_time: 0.180, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8961, loss_cls: 1.0899, loss: 1.0899, grad_norm: 9.4983 2020-08-06 15:04:17,897 - mmaction - INFO - Epoch [99][920/3757] lr: 1.000e-04, eta: 3:34:33, time: 1.930, data_time: 0.003, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8711, loss_cls: 1.2346, loss: 1.2346, grad_norm: 9.5436 2020-08-06 15:04:57,955 - mmaction - INFO - Epoch [99][940/3757] lr: 1.000e-04, eta: 3:33:54, time: 2.004, data_time: 0.008, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8742, loss_cls: 1.1951, loss: 1.1951, grad_norm: 9.3787 2020-08-06 15:05:35,387 - mmaction - INFO - Epoch [99][960/3757] lr: 1.000e-04, eta: 3:33:14, time: 1.871, data_time: 0.014, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8844, loss_cls: 1.1488, loss: 1.1488, grad_norm: 9.3832 2020-08-06 15:06:13,858 - mmaction - INFO - Epoch [99][980/3757] lr: 1.000e-04, eta: 3:32:35, time: 1.922, data_time: 0.009, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.0836, loss: 1.0836, grad_norm: 9.5854 2020-08-06 15:06:56,574 - mmaction - INFO - Epoch [99][1000/3757] lr: 1.000e-04, eta: 3:31:56, time: 2.137, data_time: 0.005, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1374, loss: 1.1374, grad_norm: 9.3280 2020-08-06 15:07:34,059 - mmaction - INFO - Epoch [99][1020/3757] lr: 1.000e-04, eta: 3:31:17, time: 1.875, data_time: 0.009, memory: 5166, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0675, loss: 1.0675, grad_norm: 9.2953 2020-08-06 15:08:10,904 - mmaction - INFO - Epoch [99][1040/3757] lr: 1.000e-04, eta: 3:30:38, time: 1.836, data_time: 0.009, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.1297, loss: 1.1297, grad_norm: 9.6496 2020-08-06 15:08:51,619 - mmaction - INFO - Epoch [99][1060/3757] lr: 1.000e-04, eta: 3:29:59, time: 2.043, data_time: 0.009, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8914, loss_cls: 1.1344, loss: 1.1344, grad_norm: 9.3279 2020-08-06 15:09:31,013 - mmaction - INFO - Epoch [99][1080/3757] lr: 1.000e-04, eta: 3:29:20, time: 1.968, data_time: 0.007, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8859, loss_cls: 1.1418, loss: 1.1418, grad_norm: 9.5082 2020-08-06 15:10:10,453 - mmaction - INFO - Epoch [99][1100/3757] lr: 1.000e-04, eta: 3:28:41, time: 1.963, data_time: 0.273, memory: 5166, top1_acc: 0.7484, top5_acc: 0.9031, loss_cls: 1.0366, loss: 1.0366, grad_norm: 9.4190 2020-08-06 15:10:53,331 - mmaction - INFO - Epoch [99][1120/3757] lr: 1.000e-04, eta: 3:28:02, time: 2.154, data_time: 0.088, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8812, loss_cls: 1.1610, loss: 1.1610, grad_norm: 9.2145 2020-08-06 15:11:30,462 - mmaction - INFO - Epoch [99][1140/3757] lr: 1.000e-04, eta: 3:27:23, time: 1.857, data_time: 0.009, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8898, loss_cls: 1.1384, loss: 1.1384, grad_norm: 9.5567 2020-08-06 15:12:07,403 - mmaction - INFO - Epoch [99][1160/3757] lr: 1.000e-04, eta: 3:26:44, time: 1.842, data_time: 0.118, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8961, loss_cls: 1.1164, loss: 1.1164, grad_norm: 9.6498 2020-08-06 15:12:46,717 - mmaction - INFO - Epoch [99][1180/3757] lr: 1.000e-04, eta: 3:26:05, time: 1.969, data_time: 0.218, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1260, loss: 1.1260, grad_norm: 9.4865 2020-08-06 15:13:23,209 - mmaction - INFO - Epoch [99][1200/3757] lr: 1.000e-04, eta: 3:25:26, time: 1.826, data_time: 0.137, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8984, loss_cls: 1.0880, loss: 1.0880, grad_norm: 9.5048 2020-08-06 15:14:01,896 - mmaction - INFO - Epoch [99][1220/3757] lr: 1.000e-04, eta: 3:24:47, time: 1.928, data_time: 0.009, memory: 5166, top1_acc: 0.7078, top5_acc: 0.8727, loss_cls: 1.2126, loss: 1.2126, grad_norm: 9.8159 2020-08-06 15:14:39,713 - mmaction - INFO - Epoch [99][1240/3757] lr: 1.000e-04, eta: 3:24:08, time: 1.897, data_time: 0.011, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8773, loss_cls: 1.1948, loss: 1.1948, grad_norm: 9.7071 2020-08-06 15:15:21,712 - mmaction - INFO - Epoch [99][1260/3757] lr: 1.000e-04, eta: 3:23:29, time: 2.098, data_time: 0.009, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8750, loss_cls: 1.2053, loss: 1.2053, grad_norm: 9.6975 2020-08-06 15:16:00,515 - mmaction - INFO - Epoch [99][1280/3757] lr: 1.000e-04, eta: 3:22:50, time: 1.943, data_time: 0.009, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.1449, loss: 1.1449, grad_norm: 9.5514 2020-08-06 15:16:39,948 - mmaction - INFO - Epoch [99][1300/3757] lr: 1.000e-04, eta: 3:22:11, time: 1.966, data_time: 0.009, memory: 5166, top1_acc: 0.7469, top5_acc: 0.8984, loss_cls: 1.0835, loss: 1.0835, grad_norm: 9.2207 2020-08-06 15:17:18,013 - mmaction - INFO - Epoch [99][1320/3757] lr: 1.000e-04, eta: 3:21:32, time: 1.910, data_time: 0.010, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8844, loss_cls: 1.1504, loss: 1.1504, grad_norm: 9.5998 2020-08-06 15:17:58,059 - mmaction - INFO - Epoch [99][1340/3757] lr: 1.000e-04, eta: 3:20:53, time: 1.997, data_time: 0.008, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1646, loss: 1.1646, grad_norm: 9.6590 2020-08-06 15:18:35,501 - mmaction - INFO - Epoch [99][1360/3757] lr: 1.000e-04, eta: 3:20:14, time: 1.877, data_time: 0.033, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8906, loss_cls: 1.1281, loss: 1.1281, grad_norm: 9.5171 2020-08-06 15:19:13,507 - mmaction - INFO - Epoch [99][1380/3757] lr: 1.000e-04, eta: 3:19:34, time: 1.901, data_time: 0.003, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.1305, loss: 1.1305, grad_norm: 9.4744 2020-08-06 15:19:53,490 - mmaction - INFO - Epoch [99][1400/3757] lr: 1.000e-04, eta: 3:18:55, time: 1.989, data_time: 0.388, memory: 5166, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.1947, loss: 1.1947, grad_norm: 9.6961 2020-08-06 15:20:34,976 - mmaction - INFO - Epoch [99][1420/3757] lr: 1.000e-04, eta: 3:18:17, time: 2.083, data_time: 0.293, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1766, loss: 1.1766, grad_norm: 9.6483 2020-08-06 15:21:14,238 - mmaction - INFO - Epoch [99][1440/3757] lr: 1.000e-04, eta: 3:17:37, time: 1.958, data_time: 0.010, memory: 5166, top1_acc: 0.7422, top5_acc: 0.8977, loss_cls: 1.0549, loss: 1.0549, grad_norm: 9.1627 2020-08-06 15:21:53,550 - mmaction - INFO - Epoch [99][1460/3757] lr: 1.000e-04, eta: 3:16:58, time: 1.972, data_time: 0.009, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1539, loss: 1.1539, grad_norm: 9.4060 2020-08-06 15:22:31,298 - mmaction - INFO - Epoch [99][1480/3757] lr: 1.000e-04, eta: 3:16:19, time: 1.880, data_time: 0.008, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8914, loss_cls: 1.1034, loss: 1.1034, grad_norm: 9.0257 2020-08-06 15:23:07,568 - mmaction - INFO - Epoch [99][1500/3757] lr: 1.000e-04, eta: 3:15:40, time: 1.820, data_time: 0.090, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.1828, loss: 1.1828, grad_norm: 9.6446 2020-08-06 15:23:50,955 - mmaction - INFO - Epoch [99][1520/3757] lr: 1.000e-04, eta: 3:15:01, time: 2.171, data_time: 0.574, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8961, loss_cls: 1.0677, loss: 1.0677, grad_norm: 9.1774 2020-08-06 15:24:31,062 - mmaction - INFO - Epoch [99][1540/3757] lr: 1.000e-04, eta: 3:14:22, time: 2.002, data_time: 0.003, memory: 5166, top1_acc: 0.7414, top5_acc: 0.8969, loss_cls: 1.0620, loss: 1.0620, grad_norm: 9.2435 2020-08-06 15:25:04,616 - mmaction - INFO - Epoch [99][1560/3757] lr: 1.000e-04, eta: 3:13:43, time: 1.680, data_time: 0.010, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.1462, loss: 1.1462, grad_norm: 9.6637 2020-08-06 15:25:45,658 - mmaction - INFO - Epoch [99][1580/3757] lr: 1.000e-04, eta: 3:13:04, time: 2.051, data_time: 0.172, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8859, loss_cls: 1.1175, loss: 1.1175, grad_norm: 9.3381 2020-08-06 15:26:27,111 - mmaction - INFO - Epoch [99][1600/3757] lr: 1.000e-04, eta: 3:12:25, time: 2.067, data_time: 0.596, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8758, loss_cls: 1.1544, loss: 1.1544, grad_norm: 9.5061 2020-08-06 15:27:02,771 - mmaction - INFO - Epoch [99][1620/3757] lr: 1.000e-04, eta: 3:11:46, time: 1.788, data_time: 0.026, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8977, loss_cls: 1.0508, loss: 1.0508, grad_norm: 9.1621 2020-08-06 15:27:40,503 - mmaction - INFO - Epoch [99][1640/3757] lr: 1.000e-04, eta: 3:11:07, time: 1.882, data_time: 0.180, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.1882, loss: 1.1882, grad_norm: 9.8404 2020-08-06 15:28:21,479 - mmaction - INFO - Epoch [99][1660/3757] lr: 1.000e-04, eta: 3:10:28, time: 2.046, data_time: 0.333, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8844, loss_cls: 1.0924, loss: 1.0924, grad_norm: 9.2510 2020-08-06 15:29:00,842 - mmaction - INFO - Epoch [99][1680/3757] lr: 1.000e-04, eta: 3:09:49, time: 1.967, data_time: 0.219, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8875, loss_cls: 1.1295, loss: 1.1295, grad_norm: 9.4254 2020-08-06 15:29:40,303 - mmaction - INFO - Epoch [99][1700/3757] lr: 1.000e-04, eta: 3:09:10, time: 1.983, data_time: 0.013, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8977, loss_cls: 1.0751, loss: 1.0751, grad_norm: 9.2320 2020-08-06 15:30:17,324 - mmaction - INFO - Epoch [99][1720/3757] lr: 1.000e-04, eta: 3:08:31, time: 1.850, data_time: 0.007, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8875, loss_cls: 1.1350, loss: 1.1350, grad_norm: 9.1996 2020-08-06 15:30:58,862 - mmaction - INFO - Epoch [99][1740/3757] lr: 1.000e-04, eta: 3:07:52, time: 2.077, data_time: 0.004, memory: 5166, top1_acc: 0.7398, top5_acc: 0.8930, loss_cls: 1.0460, loss: 1.0460, grad_norm: 9.0713 2020-08-06 15:31:37,630 - mmaction - INFO - Epoch [99][1760/3757] lr: 1.000e-04, eta: 3:07:13, time: 1.933, data_time: 0.008, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8766, loss_cls: 1.1721, loss: 1.1721, grad_norm: 9.3541 2020-08-06 15:32:14,253 - mmaction - INFO - Epoch [99][1780/3757] lr: 1.000e-04, eta: 3:06:34, time: 1.837, data_time: 0.010, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8977, loss_cls: 1.1021, loss: 1.1021, grad_norm: 9.1398 2020-08-06 15:32:55,337 - mmaction - INFO - Epoch [99][1800/3757] lr: 1.000e-04, eta: 3:05:55, time: 2.047, data_time: 0.047, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8812, loss_cls: 1.1055, loss: 1.1055, grad_norm: 9.2663 2020-08-06 15:33:33,349 - mmaction - INFO - Epoch [99][1820/3757] lr: 1.000e-04, eta: 3:05:16, time: 1.907, data_time: 0.621, memory: 5166, top1_acc: 0.7523, top5_acc: 0.9062, loss_cls: 1.0191, loss: 1.0191, grad_norm: 8.9303 2020-08-06 15:34:12,589 - mmaction - INFO - Epoch [99][1840/3757] lr: 1.000e-04, eta: 3:04:36, time: 1.962, data_time: 0.612, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8898, loss_cls: 1.1391, loss: 1.1391, grad_norm: 9.4735 2020-08-06 15:34:49,989 - mmaction - INFO - Epoch [99][1860/3757] lr: 1.000e-04, eta: 3:03:57, time: 1.862, data_time: 0.834, memory: 5166, top1_acc: 0.7094, top5_acc: 0.9047, loss_cls: 1.1276, loss: 1.1276, grad_norm: 9.9333 2020-08-06 15:35:26,074 - mmaction - INFO - Epoch [99][1880/3757] lr: 1.000e-04, eta: 3:03:18, time: 1.808, data_time: 0.931, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.1162, loss: 1.1162, grad_norm: 9.3636 2020-08-06 15:36:05,279 - mmaction - INFO - Epoch [99][1900/3757] lr: 1.000e-04, eta: 3:02:39, time: 1.965, data_time: 1.366, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8844, loss_cls: 1.1359, loss: 1.1359, grad_norm: 9.4084 2020-08-06 15:36:45,070 - mmaction - INFO - Epoch [99][1920/3757] lr: 1.000e-04, eta: 3:02:00, time: 1.984, data_time: 1.409, memory: 5166, top1_acc: 0.7430, top5_acc: 0.8984, loss_cls: 1.0631, loss: 1.0631, grad_norm: 9.1749 2020-08-06 15:37:25,022 - mmaction - INFO - Epoch [99][1940/3757] lr: 1.000e-04, eta: 3:01:21, time: 1.998, data_time: 0.720, memory: 5166, top1_acc: 0.7453, top5_acc: 0.8953, loss_cls: 1.0771, loss: 1.0771, grad_norm: 9.2754 2020-08-06 15:38:06,769 - mmaction - INFO - Epoch [99][1960/3757] lr: 1.000e-04, eta: 3:00:42, time: 2.085, data_time: 0.766, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8727, loss_cls: 1.1898, loss: 1.1898, grad_norm: 9.5700 2020-08-06 15:38:42,745 - mmaction - INFO - Epoch [99][1980/3757] lr: 1.000e-04, eta: 3:00:03, time: 1.804, data_time: 0.284, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8773, loss_cls: 1.1722, loss: 1.1722, grad_norm: 9.2907 2020-08-06 15:39:24,720 - mmaction - INFO - Epoch [99][2000/3757] lr: 1.000e-04, eta: 2:59:24, time: 2.102, data_time: 0.779, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8859, loss_cls: 1.0861, loss: 1.0861, grad_norm: 9.3809 2020-08-06 15:40:01,482 - mmaction - INFO - Epoch [99][2020/3757] lr: 1.000e-04, eta: 2:58:45, time: 1.835, data_time: 0.553, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8945, loss_cls: 1.1543, loss: 1.1543, grad_norm: 9.6787 2020-08-06 15:40:41,577 - mmaction - INFO - Epoch [99][2040/3757] lr: 1.000e-04, eta: 2:58:06, time: 2.007, data_time: 0.170, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.1372, loss: 1.1372, grad_norm: 9.5931 2020-08-06 15:41:20,112 - mmaction - INFO - Epoch [99][2060/3757] lr: 1.000e-04, eta: 2:57:27, time: 1.924, data_time: 0.009, memory: 5166, top1_acc: 0.7297, top5_acc: 0.9023, loss_cls: 1.0877, loss: 1.0877, grad_norm: 9.4273 2020-08-06 15:41:59,073 - mmaction - INFO - Epoch [99][2080/3757] lr: 1.000e-04, eta: 2:56:48, time: 1.949, data_time: 0.005, memory: 5166, top1_acc: 0.7453, top5_acc: 0.8930, loss_cls: 1.0810, loss: 1.0810, grad_norm: 9.4033 2020-08-06 15:42:39,666 - mmaction - INFO - Epoch [99][2100/3757] lr: 1.000e-04, eta: 2:56:09, time: 2.030, data_time: 0.010, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8664, loss_cls: 1.2368, loss: 1.2368, grad_norm: 9.6013 2020-08-06 15:43:16,852 - mmaction - INFO - Epoch [99][2120/3757] lr: 1.000e-04, eta: 2:55:30, time: 1.859, data_time: 0.005, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8695, loss_cls: 1.1946, loss: 1.1946, grad_norm: 9.6158 2020-08-06 15:43:56,896 - mmaction - INFO - Epoch [99][2140/3757] lr: 1.000e-04, eta: 2:54:51, time: 1.996, data_time: 0.364, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1472, loss: 1.1472, grad_norm: 9.3689 2020-08-06 15:44:40,010 - mmaction - INFO - Epoch [99][2160/3757] lr: 1.000e-04, eta: 2:54:12, time: 2.163, data_time: 0.842, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8875, loss_cls: 1.1061, loss: 1.1061, grad_norm: 9.3791 2020-08-06 15:45:16,884 - mmaction - INFO - Epoch [99][2180/3757] lr: 1.000e-04, eta: 2:53:33, time: 1.839, data_time: 0.261, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1709, loss: 1.1709, grad_norm: 9.5721 2020-08-06 15:45:57,755 - mmaction - INFO - Epoch [99][2200/3757] lr: 1.000e-04, eta: 2:52:54, time: 2.044, data_time: 0.039, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8977, loss_cls: 1.0809, loss: 1.0809, grad_norm: 9.2382 2020-08-06 15:46:39,990 - mmaction - INFO - Epoch [99][2220/3757] lr: 1.000e-04, eta: 2:52:15, time: 2.114, data_time: 0.010, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.1085, loss: 1.1085, grad_norm: 9.5276 2020-08-06 15:47:16,765 - mmaction - INFO - Epoch [99][2240/3757] lr: 1.000e-04, eta: 2:51:36, time: 1.839, data_time: 0.005, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8891, loss_cls: 1.1883, loss: 1.1883, grad_norm: 9.7249 2020-08-06 15:47:57,044 - mmaction - INFO - Epoch [99][2260/3757] lr: 1.000e-04, eta: 2:50:57, time: 2.010, data_time: 0.009, memory: 5166, top1_acc: 0.7367, top5_acc: 0.9008, loss_cls: 1.0754, loss: 1.0754, grad_norm: 9.3882 2020-08-06 15:48:35,472 - mmaction - INFO - Epoch [99][2280/3757] lr: 1.000e-04, eta: 2:50:18, time: 1.925, data_time: 0.010, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8875, loss_cls: 1.1960, loss: 1.1960, grad_norm: 9.5823 2020-08-06 15:49:13,357 - mmaction - INFO - Epoch [99][2300/3757] lr: 1.000e-04, eta: 2:49:39, time: 1.893, data_time: 0.035, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8914, loss_cls: 1.1119, loss: 1.1119, grad_norm: 9.6166 2020-08-06 15:49:53,776 - mmaction - INFO - Epoch [99][2320/3757] lr: 1.000e-04, eta: 2:49:00, time: 2.017, data_time: 0.142, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1591, loss: 1.1591, grad_norm: 9.5663 2020-08-06 15:50:33,670 - mmaction - INFO - Epoch [99][2340/3757] lr: 1.000e-04, eta: 2:48:20, time: 2.002, data_time: 0.858, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8953, loss_cls: 1.1128, loss: 1.1128, grad_norm: 9.5878 2020-08-06 15:51:12,243 - mmaction - INFO - Epoch [99][2360/3757] lr: 1.000e-04, eta: 2:47:41, time: 1.920, data_time: 1.178, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1630, loss: 1.1630, grad_norm: 9.8141 2020-08-06 15:51:52,762 - mmaction - INFO - Epoch [99][2380/3757] lr: 1.000e-04, eta: 2:47:02, time: 2.033, data_time: 1.055, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8859, loss_cls: 1.1497, loss: 1.1497, grad_norm: 9.7085 2020-08-06 15:52:33,056 - mmaction - INFO - Epoch [99][2400/3757] lr: 1.000e-04, eta: 2:46:23, time: 2.012, data_time: 1.443, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8852, loss_cls: 1.1429, loss: 1.1429, grad_norm: 9.5338 2020-08-06 15:53:07,902 - mmaction - INFO - Epoch [99][2420/3757] lr: 1.000e-04, eta: 2:45:44, time: 1.739, data_time: 0.968, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8758, loss_cls: 1.1435, loss: 1.1435, grad_norm: 9.6035 2020-08-06 15:53:50,162 - mmaction - INFO - Epoch [99][2440/3757] lr: 1.000e-04, eta: 2:45:05, time: 2.116, data_time: 0.655, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8961, loss_cls: 1.0974, loss: 1.0974, grad_norm: 9.2600 2020-08-06 15:54:27,400 - mmaction - INFO - Epoch [99][2460/3757] lr: 1.000e-04, eta: 2:44:26, time: 1.866, data_time: 1.298, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8938, loss_cls: 1.1132, loss: 1.1132, grad_norm: 9.2330 2020-08-06 15:55:11,232 - mmaction - INFO - Epoch [99][2480/3757] lr: 1.000e-04, eta: 2:43:47, time: 2.191, data_time: 1.617, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8867, loss_cls: 1.1298, loss: 1.1298, grad_norm: 9.4723 2020-08-06 15:55:46,946 - mmaction - INFO - Epoch [99][2500/3757] lr: 1.000e-04, eta: 2:43:08, time: 1.787, data_time: 1.233, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8852, loss_cls: 1.1583, loss: 1.1583, grad_norm: 9.6629 2020-08-06 15:56:26,308 - mmaction - INFO - Epoch [99][2520/3757] lr: 1.000e-04, eta: 2:42:29, time: 1.960, data_time: 1.065, memory: 5166, top1_acc: 0.7414, top5_acc: 0.8977, loss_cls: 1.0825, loss: 1.0825, grad_norm: 9.2917 2020-08-06 15:57:06,158 - mmaction - INFO - Epoch [99][2540/3757] lr: 1.000e-04, eta: 2:41:50, time: 1.997, data_time: 0.557, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8891, loss_cls: 1.1621, loss: 1.1621, grad_norm: 9.5752 2020-08-06 15:57:44,703 - mmaction - INFO - Epoch [99][2560/3757] lr: 1.000e-04, eta: 2:41:11, time: 1.928, data_time: 0.482, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8938, loss_cls: 1.1178, loss: 1.1178, grad_norm: 9.4934 2020-08-06 15:58:25,773 - mmaction - INFO - Epoch [99][2580/3757] lr: 1.000e-04, eta: 2:40:32, time: 2.053, data_time: 0.007, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8992, loss_cls: 1.0742, loss: 1.0742, grad_norm: 9.0970 2020-08-06 15:59:02,679 - mmaction - INFO - Epoch [99][2600/3757] lr: 1.000e-04, eta: 2:39:53, time: 1.845, data_time: 0.011, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8750, loss_cls: 1.2043, loss: 1.2043, grad_norm: 9.9929 2020-08-06 15:59:45,708 - mmaction - INFO - Epoch [99][2620/3757] lr: 1.000e-04, eta: 2:39:14, time: 2.155, data_time: 0.089, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8820, loss_cls: 1.1461, loss: 1.1461, grad_norm: 9.5541 2020-08-06 16:00:20,442 - mmaction - INFO - Epoch [99][2640/3757] lr: 1.000e-04, eta: 2:38:35, time: 1.717, data_time: 0.093, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1440, loss: 1.1440, grad_norm: 9.5160 2020-08-06 16:01:01,823 - mmaction - INFO - Epoch [99][2660/3757] lr: 1.000e-04, eta: 2:37:56, time: 2.086, data_time: 0.669, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8859, loss_cls: 1.1209, loss: 1.1209, grad_norm: 9.4337 2020-08-06 16:01:40,231 - mmaction - INFO - Epoch [99][2680/3757] lr: 1.000e-04, eta: 2:37:17, time: 1.916, data_time: 0.083, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8867, loss_cls: 1.1595, loss: 1.1595, grad_norm: 9.5908 2020-08-06 16:02:20,907 - mmaction - INFO - Epoch [99][2700/3757] lr: 1.000e-04, eta: 2:36:38, time: 2.041, data_time: 0.010, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8797, loss_cls: 1.1629, loss: 1.1629, grad_norm: 9.6428 2020-08-06 16:02:58,899 - mmaction - INFO - Epoch [99][2720/3757] lr: 1.000e-04, eta: 2:35:59, time: 1.893, data_time: 0.008, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.1089, loss: 1.1089, grad_norm: 9.3415 2020-08-06 16:03:40,142 - mmaction - INFO - Epoch [99][2740/3757] lr: 1.000e-04, eta: 2:35:20, time: 2.065, data_time: 0.066, memory: 5166, top1_acc: 0.7422, top5_acc: 0.9008, loss_cls: 1.0648, loss: 1.0648, grad_norm: 9.1015 2020-08-06 16:04:18,394 - mmaction - INFO - Epoch [99][2760/3757] lr: 1.000e-04, eta: 2:34:41, time: 1.915, data_time: 0.007, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8992, loss_cls: 1.0909, loss: 1.0909, grad_norm: 9.4836 2020-08-06 16:04:56,026 - mmaction - INFO - Epoch [99][2780/3757] lr: 1.000e-04, eta: 2:34:02, time: 1.874, data_time: 0.011, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8984, loss_cls: 1.1286, loss: 1.1286, grad_norm: 9.5152 2020-08-06 16:05:37,024 - mmaction - INFO - Epoch [99][2800/3757] lr: 1.000e-04, eta: 2:33:23, time: 2.058, data_time: 0.227, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8688, loss_cls: 1.2030, loss: 1.2030, grad_norm: 9.6403 2020-08-06 16:06:13,500 - mmaction - INFO - Epoch [99][2820/3757] lr: 1.000e-04, eta: 2:32:43, time: 1.822, data_time: 0.399, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1547, loss: 1.1547, grad_norm: 9.5961 2020-08-06 16:06:52,264 - mmaction - INFO - Epoch [99][2840/3757] lr: 1.000e-04, eta: 2:32:04, time: 1.941, data_time: 0.325, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8812, loss_cls: 1.1391, loss: 1.1391, grad_norm: 9.1409 2020-08-06 16:07:31,315 - mmaction - INFO - Epoch [99][2860/3757] lr: 1.000e-04, eta: 2:31:25, time: 1.950, data_time: 0.028, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8828, loss_cls: 1.1544, loss: 1.1544, grad_norm: 9.3824 2020-08-06 16:08:10,107 - mmaction - INFO - Epoch [99][2880/3757] lr: 1.000e-04, eta: 2:30:46, time: 1.937, data_time: 0.012, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1581, loss: 1.1581, grad_norm: 9.3361 2020-08-06 16:08:49,074 - mmaction - INFO - Epoch [99][2900/3757] lr: 1.000e-04, eta: 2:30:07, time: 1.951, data_time: 0.056, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8844, loss_cls: 1.1400, loss: 1.1400, grad_norm: 9.3771 2020-08-06 16:09:25,649 - mmaction - INFO - Epoch [99][2920/3757] lr: 1.000e-04, eta: 2:29:28, time: 1.832, data_time: 0.007, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8672, loss_cls: 1.1713, loss: 1.1713, grad_norm: 9.4082 2020-08-06 16:10:08,594 - mmaction - INFO - Epoch [99][2940/3757] lr: 1.000e-04, eta: 2:28:49, time: 2.145, data_time: 0.009, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8852, loss_cls: 1.1523, loss: 1.1523, grad_norm: 9.5946 2020-08-06 16:10:48,811 - mmaction - INFO - Epoch [99][2960/3757] lr: 1.000e-04, eta: 2:28:10, time: 2.012, data_time: 0.006, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8906, loss_cls: 1.1116, loss: 1.1116, grad_norm: 9.1935 2020-08-06 16:11:21,543 - mmaction - INFO - Epoch [99][2980/3757] lr: 1.000e-04, eta: 2:27:31, time: 1.637, data_time: 0.121, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8805, loss_cls: 1.1150, loss: 1.1150, grad_norm: 9.3065 2020-08-06 16:12:04,620 - mmaction - INFO - Epoch [99][3000/3757] lr: 1.000e-04, eta: 2:26:52, time: 2.148, data_time: 0.180, memory: 5166, top1_acc: 0.7445, top5_acc: 0.8945, loss_cls: 1.1002, loss: 1.1002, grad_norm: 9.2158 2020-08-06 16:12:42,002 - mmaction - INFO - Epoch [99][3020/3757] lr: 1.000e-04, eta: 2:26:13, time: 1.876, data_time: 0.023, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1552, loss: 1.1552, grad_norm: 9.5312 2020-08-06 16:13:20,126 - mmaction - INFO - Epoch [99][3040/3757] lr: 1.000e-04, eta: 2:25:34, time: 1.906, data_time: 0.003, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8828, loss_cls: 1.1597, loss: 1.1597, grad_norm: 9.4672 2020-08-06 16:14:01,065 - mmaction - INFO - Epoch [99][3060/3757] lr: 1.000e-04, eta: 2:24:55, time: 2.045, data_time: 0.010, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8852, loss_cls: 1.1245, loss: 1.1245, grad_norm: 9.4881 2020-08-06 16:14:38,960 - mmaction - INFO - Epoch [99][3080/3757] lr: 1.000e-04, eta: 2:24:16, time: 1.896, data_time: 0.008, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8805, loss_cls: 1.1789, loss: 1.1789, grad_norm: 9.8790 2020-08-06 16:15:18,215 - mmaction - INFO - Epoch [99][3100/3757] lr: 1.000e-04, eta: 2:23:37, time: 1.962, data_time: 0.070, memory: 5166, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2226, loss: 1.2226, grad_norm: 9.5208 2020-08-06 16:15:57,431 - mmaction - INFO - Epoch [99][3120/3757] lr: 1.000e-04, eta: 2:22:58, time: 1.961, data_time: 0.004, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8992, loss_cls: 1.1026, loss: 1.1026, grad_norm: 9.4870 2020-08-06 16:16:37,247 - mmaction - INFO - Epoch [99][3140/3757] lr: 1.000e-04, eta: 2:22:19, time: 1.985, data_time: 0.012, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8859, loss_cls: 1.1327, loss: 1.1327, grad_norm: 9.4157 2020-08-06 16:17:16,339 - mmaction - INFO - Epoch [99][3160/3757] lr: 1.000e-04, eta: 2:21:40, time: 1.961, data_time: 0.393, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1383, loss: 1.1383, grad_norm: 9.3402 2020-08-06 16:17:54,598 - mmaction - INFO - Epoch [99][3180/3757] lr: 1.000e-04, eta: 2:21:01, time: 1.909, data_time: 0.099, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8930, loss_cls: 1.1428, loss: 1.1428, grad_norm: 9.5223 2020-08-06 16:18:35,631 - mmaction - INFO - Epoch [99][3200/3757] lr: 1.000e-04, eta: 2:20:22, time: 2.055, data_time: 0.089, memory: 5166, top1_acc: 0.7391, top5_acc: 0.9000, loss_cls: 1.0692, loss: 1.0692, grad_norm: 9.0374 2020-08-06 16:19:16,489 - mmaction - INFO - Epoch [99][3220/3757] lr: 1.000e-04, eta: 2:19:43, time: 2.042, data_time: 0.272, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8930, loss_cls: 1.1453, loss: 1.1453, grad_norm: 9.3860 2020-08-06 16:19:56,045 - mmaction - INFO - Epoch [99][3240/3757] lr: 1.000e-04, eta: 2:19:04, time: 1.976, data_time: 0.782, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8828, loss_cls: 1.1411, loss: 1.1411, grad_norm: 9.2697 2020-08-06 16:20:34,110 - mmaction - INFO - Epoch [99][3260/3757] lr: 1.000e-04, eta: 2:18:25, time: 1.907, data_time: 0.226, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8891, loss_cls: 1.1097, loss: 1.1097, grad_norm: 9.5859 2020-08-06 16:21:14,844 - mmaction - INFO - Epoch [99][3280/3757] lr: 1.000e-04, eta: 2:17:45, time: 2.029, data_time: 0.673, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8930, loss_cls: 1.0946, loss: 1.0946, grad_norm: 9.1066 2020-08-06 16:21:51,747 - mmaction - INFO - Epoch [99][3300/3757] lr: 1.000e-04, eta: 2:17:06, time: 1.851, data_time: 0.167, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8883, loss_cls: 1.0747, loss: 1.0747, grad_norm: 9.2350 2020-08-06 16:22:34,957 - mmaction - INFO - Epoch [99][3320/3757] lr: 1.000e-04, eta: 2:16:27, time: 2.158, data_time: 0.031, memory: 5166, top1_acc: 0.7383, top5_acc: 0.8922, loss_cls: 1.1081, loss: 1.1081, grad_norm: 9.5808 2020-08-06 16:23:13,096 - mmaction - INFO - Epoch [99][3340/3757] lr: 1.000e-04, eta: 2:15:48, time: 1.901, data_time: 0.009, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8906, loss_cls: 1.1275, loss: 1.1275, grad_norm: 9.5819 2020-08-06 16:23:52,485 - mmaction - INFO - Epoch [99][3360/3757] lr: 1.000e-04, eta: 2:15:09, time: 1.977, data_time: 0.028, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8773, loss_cls: 1.1382, loss: 1.1382, grad_norm: 9.4153 2020-08-06 16:24:32,136 - mmaction - INFO - Epoch [99][3380/3757] lr: 1.000e-04, eta: 2:14:30, time: 1.984, data_time: 0.007, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8930, loss_cls: 1.1224, loss: 1.1224, grad_norm: 9.1412 2020-08-06 16:25:08,118 - mmaction - INFO - Epoch [99][3400/3757] lr: 1.000e-04, eta: 2:13:51, time: 1.798, data_time: 0.012, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8859, loss_cls: 1.1882, loss: 1.1882, grad_norm: 9.7830 2020-08-06 16:25:48,482 - mmaction - INFO - Epoch [99][3420/3757] lr: 1.000e-04, eta: 2:13:12, time: 2.018, data_time: 0.353, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1661, loss: 1.1661, grad_norm: 9.4973 2020-08-06 16:26:27,960 - mmaction - INFO - Epoch [99][3440/3757] lr: 1.000e-04, eta: 2:12:33, time: 1.974, data_time: 0.245, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8805, loss_cls: 1.1657, loss: 1.1657, grad_norm: 9.9201 2020-08-06 16:27:06,349 - mmaction - INFO - Epoch [99][3460/3757] lr: 1.000e-04, eta: 2:11:54, time: 1.920, data_time: 0.114, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8727, loss_cls: 1.2251, loss: 1.2251, grad_norm: 9.4420 2020-08-06 16:27:42,306 - mmaction - INFO - Epoch [99][3480/3757] lr: 1.000e-04, eta: 2:11:15, time: 1.795, data_time: 0.040, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1609, loss: 1.1609, grad_norm: 9.5076 2020-08-06 16:28:21,374 - mmaction - INFO - Epoch [99][3500/3757] lr: 1.000e-04, eta: 2:10:36, time: 1.957, data_time: 0.009, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8828, loss_cls: 1.1454, loss: 1.1454, grad_norm: 9.1412 2020-08-06 16:29:00,138 - mmaction - INFO - Epoch [99][3520/3757] lr: 1.000e-04, eta: 2:09:57, time: 1.929, data_time: 0.007, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8781, loss_cls: 1.1841, loss: 1.1841, grad_norm: 9.3680 2020-08-06 16:29:40,779 - mmaction - INFO - Epoch [99][3540/3757] lr: 1.000e-04, eta: 2:09:18, time: 2.030, data_time: 0.015, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.0996, loss: 1.0996, grad_norm: 9.2602 2020-08-06 16:30:19,845 - mmaction - INFO - Epoch [99][3560/3757] lr: 1.000e-04, eta: 2:08:39, time: 1.964, data_time: 0.013, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8789, loss_cls: 1.1563, loss: 1.1563, grad_norm: 9.5541 2020-08-06 16:31:01,524 - mmaction - INFO - Epoch [99][3580/3757] lr: 1.000e-04, eta: 2:08:00, time: 2.083, data_time: 0.002, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2237, loss: 1.2237, grad_norm: 9.5811 2020-08-06 16:31:38,788 - mmaction - INFO - Epoch [99][3600/3757] lr: 1.000e-04, eta: 2:07:21, time: 1.857, data_time: 0.011, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8758, loss_cls: 1.1588, loss: 1.1588, grad_norm: 9.4577 2020-08-06 16:32:16,603 - mmaction - INFO - Epoch [99][3620/3757] lr: 1.000e-04, eta: 2:06:42, time: 1.897, data_time: 0.010, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8742, loss_cls: 1.1727, loss: 1.1727, grad_norm: 9.2367 2020-08-06 16:32:57,565 - mmaction - INFO - Epoch [99][3640/3757] lr: 1.000e-04, eta: 2:06:03, time: 2.045, data_time: 0.273, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8859, loss_cls: 1.1205, loss: 1.1205, grad_norm: 9.4879 2020-08-06 16:33:36,332 - mmaction - INFO - Epoch [99][3660/3757] lr: 1.000e-04, eta: 2:05:24, time: 1.937, data_time: 0.851, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8930, loss_cls: 1.0942, loss: 1.0942, grad_norm: 9.4971 2020-08-06 16:34:16,166 - mmaction - INFO - Epoch [99][3680/3757] lr: 1.000e-04, eta: 2:04:45, time: 1.997, data_time: 1.357, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8914, loss_cls: 1.1040, loss: 1.1040, grad_norm: 9.1391 2020-08-06 16:34:56,027 - mmaction - INFO - Epoch [99][3700/3757] lr: 1.000e-04, eta: 2:04:06, time: 1.985, data_time: 0.850, memory: 5166, top1_acc: 0.7234, top5_acc: 0.9000, loss_cls: 1.0974, loss: 1.0974, grad_norm: 9.1711 2020-08-06 16:35:34,194 - mmaction - INFO - Epoch [99][3720/3757] lr: 1.000e-04, eta: 2:03:26, time: 1.916, data_time: 0.018, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1443, loss: 1.1443, grad_norm: 9.5399 2020-08-06 16:36:15,675 - mmaction - INFO - Epoch [99][3740/3757] lr: 1.000e-04, eta: 2:02:47, time: 2.071, data_time: 0.008, memory: 5166, top1_acc: 0.7039, top5_acc: 0.8805, loss_cls: 1.1480, loss: 1.1480, grad_norm: 9.5779 2020-08-06 16:36:40,784 - mmaction - INFO - Saving checkpoint at 99 epochs 2020-08-06 16:37:39,938 - mmaction - INFO - Epoch [100][20/3757] lr: 1.000e-04, eta: 2:01:35, time: 2.896, data_time: 1.912, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1596, loss: 1.1596, grad_norm: 9.7501 2020-08-06 16:38:20,621 - mmaction - INFO - Epoch [100][40/3757] lr: 1.000e-04, eta: 2:00:56, time: 2.036, data_time: 0.778, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.1869, loss: 1.1869, grad_norm: 9.6753 2020-08-06 16:39:01,610 - mmaction - INFO - Epoch [100][60/3757] lr: 1.000e-04, eta: 2:00:17, time: 2.045, data_time: 0.913, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.0949, loss: 1.0949, grad_norm: 9.3556 2020-08-06 16:39:37,249 - mmaction - INFO - Epoch [100][80/3757] lr: 1.000e-04, eta: 1:59:38, time: 1.789, data_time: 1.225, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8961, loss_cls: 1.0905, loss: 1.0905, grad_norm: 9.3348 2020-08-06 16:40:16,445 - mmaction - INFO - Epoch [100][100/3757] lr: 1.000e-04, eta: 1:58:59, time: 1.952, data_time: 1.183, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.0648, loss: 1.0648, grad_norm: 9.3552 2020-08-06 16:40:59,080 - mmaction - INFO - Epoch [100][120/3757] lr: 1.000e-04, eta: 1:58:20, time: 2.137, data_time: 1.244, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8867, loss_cls: 1.1074, loss: 1.1074, grad_norm: 9.3246 2020-08-06 16:41:37,973 - mmaction - INFO - Epoch [100][140/3757] lr: 1.000e-04, eta: 1:57:41, time: 1.939, data_time: 1.124, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8930, loss_cls: 1.1159, loss: 1.1159, grad_norm: 9.3497 2020-08-06 16:42:16,160 - mmaction - INFO - Epoch [100][160/3757] lr: 1.000e-04, eta: 1:57:02, time: 1.909, data_time: 0.449, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8750, loss_cls: 1.1898, loss: 1.1898, grad_norm: 9.2070 2020-08-06 16:42:53,319 - mmaction - INFO - Epoch [100][180/3757] lr: 1.000e-04, eta: 1:56:23, time: 1.863, data_time: 1.296, memory: 5166, top1_acc: 0.6961, top5_acc: 0.8875, loss_cls: 1.2050, loss: 1.2050, grad_norm: 9.8304 2020-08-06 16:43:35,139 - mmaction - INFO - Epoch [100][200/3757] lr: 1.000e-04, eta: 1:55:44, time: 2.092, data_time: 1.358, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8914, loss_cls: 1.0999, loss: 1.0999, grad_norm: 9.3698 2020-08-06 16:44:16,185 - mmaction - INFO - Epoch [100][220/3757] lr: 1.000e-04, eta: 1:55:05, time: 2.054, data_time: 1.326, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8859, loss_cls: 1.1286, loss: 1.1286, grad_norm: 9.3620 2020-08-06 16:44:55,395 - mmaction - INFO - Epoch [100][240/3757] lr: 1.000e-04, eta: 1:54:26, time: 1.955, data_time: 0.994, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1532, loss: 1.1532, grad_norm: 9.8534 2020-08-06 16:45:35,332 - mmaction - INFO - Epoch [100][260/3757] lr: 1.000e-04, eta: 1:53:47, time: 1.992, data_time: 0.827, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8828, loss_cls: 1.1397, loss: 1.1397, grad_norm: 9.3443 2020-08-06 16:46:13,882 - mmaction - INFO - Epoch [100][280/3757] lr: 1.000e-04, eta: 1:53:08, time: 1.936, data_time: 1.089, memory: 5166, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1648, loss: 1.1648, grad_norm: 9.7755 2020-08-06 16:46:52,534 - mmaction - INFO - Epoch [100][300/3757] lr: 1.000e-04, eta: 1:52:28, time: 1.926, data_time: 0.778, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8719, loss_cls: 1.1621, loss: 1.1621, grad_norm: 9.3677 2020-08-06 16:47:29,827 - mmaction - INFO - Epoch [100][320/3757] lr: 1.000e-04, eta: 1:51:49, time: 1.872, data_time: 1.298, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8859, loss_cls: 1.1418, loss: 1.1418, grad_norm: 9.5877 2020-08-06 16:48:09,900 - mmaction - INFO - Epoch [100][340/3757] lr: 1.000e-04, eta: 1:51:10, time: 1.993, data_time: 1.126, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8914, loss_cls: 1.1006, loss: 1.1006, grad_norm: 9.1744 2020-08-06 16:48:50,576 - mmaction - INFO - Epoch [100][360/3757] lr: 1.000e-04, eta: 1:50:31, time: 2.040, data_time: 0.512, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8969, loss_cls: 1.1102, loss: 1.1102, grad_norm: 9.2491 2020-08-06 16:49:29,373 - mmaction - INFO - Epoch [100][380/3757] lr: 1.000e-04, eta: 1:49:52, time: 1.941, data_time: 0.240, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8805, loss_cls: 1.1045, loss: 1.1045, grad_norm: 9.2647 2020-08-06 16:50:07,413 - mmaction - INFO - Epoch [100][400/3757] lr: 1.000e-04, eta: 1:49:13, time: 1.901, data_time: 0.204, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8867, loss_cls: 1.1271, loss: 1.1271, grad_norm: 9.2425 2020-08-06 16:50:44,218 - mmaction - INFO - Epoch [100][420/3757] lr: 1.000e-04, eta: 1:48:34, time: 1.844, data_time: 0.703, memory: 5166, top1_acc: 0.7219, top5_acc: 0.9008, loss_cls: 1.1108, loss: 1.1108, grad_norm: 9.7066 2020-08-06 16:51:22,543 - mmaction - INFO - Epoch [100][440/3757] lr: 1.000e-04, eta: 1:47:55, time: 1.915, data_time: 0.583, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.1064, loss: 1.1064, grad_norm: 9.2845 2020-08-06 16:52:01,952 - mmaction - INFO - Epoch [100][460/3757] lr: 1.000e-04, eta: 1:47:16, time: 1.971, data_time: 0.436, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8961, loss_cls: 1.0766, loss: 1.0766, grad_norm: 9.2655 2020-08-06 16:52:41,808 - mmaction - INFO - Epoch [100][480/3757] lr: 1.000e-04, eta: 1:46:37, time: 1.986, data_time: 0.088, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8828, loss_cls: 1.1390, loss: 1.1390, grad_norm: 9.4768 2020-08-06 16:53:19,483 - mmaction - INFO - Epoch [100][500/3757] lr: 1.000e-04, eta: 1:45:58, time: 1.891, data_time: 0.347, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1192, loss: 1.1192, grad_norm: 9.5886 2020-08-06 16:53:59,462 - mmaction - INFO - Epoch [100][520/3757] lr: 1.000e-04, eta: 1:45:19, time: 1.999, data_time: 0.230, memory: 5166, top1_acc: 0.7164, top5_acc: 0.9023, loss_cls: 1.0883, loss: 1.0883, grad_norm: 9.4429 2020-08-06 16:54:37,747 - mmaction - INFO - Epoch [100][540/3757] lr: 1.000e-04, eta: 1:44:40, time: 1.912, data_time: 0.109, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8969, loss_cls: 1.1052, loss: 1.1052, grad_norm: 9.5382 2020-08-06 16:55:16,665 - mmaction - INFO - Epoch [100][560/3757] lr: 1.000e-04, eta: 1:44:01, time: 1.944, data_time: 0.599, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8789, loss_cls: 1.2159, loss: 1.2159, grad_norm: 9.6975 2020-08-06 16:55:58,310 - mmaction - INFO - Epoch [100][580/3757] lr: 1.000e-04, eta: 1:43:22, time: 2.085, data_time: 0.015, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8961, loss_cls: 1.1085, loss: 1.1085, grad_norm: 9.4569 2020-08-06 16:56:33,726 - mmaction - INFO - Epoch [100][600/3757] lr: 1.000e-04, eta: 1:42:43, time: 1.766, data_time: 0.017, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.1957, loss: 1.1957, grad_norm: 9.9138 2020-08-06 16:57:14,451 - mmaction - INFO - Epoch [100][620/3757] lr: 1.000e-04, eta: 1:42:04, time: 2.043, data_time: 0.010, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8945, loss_cls: 1.1282, loss: 1.1282, grad_norm: 9.2984 2020-08-06 16:57:53,278 - mmaction - INFO - Epoch [100][640/3757] lr: 1.000e-04, eta: 1:41:25, time: 1.938, data_time: 0.009, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8969, loss_cls: 1.1190, loss: 1.1190, grad_norm: 9.3550 2020-08-06 16:58:31,362 - mmaction - INFO - Epoch [100][660/3757] lr: 1.000e-04, eta: 1:40:46, time: 1.907, data_time: 0.007, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1355, loss: 1.1355, grad_norm: 9.5281 2020-08-06 16:59:10,585 - mmaction - INFO - Epoch [100][680/3757] lr: 1.000e-04, eta: 1:40:07, time: 1.958, data_time: 0.009, memory: 5166, top1_acc: 0.7344, top5_acc: 0.9031, loss_cls: 1.0834, loss: 1.0834, grad_norm: 9.1884 2020-08-06 16:59:52,267 - mmaction - INFO - Epoch [100][700/3757] lr: 1.000e-04, eta: 1:39:28, time: 2.088, data_time: 0.009, memory: 5166, top1_acc: 0.7391, top5_acc: 0.8984, loss_cls: 1.0863, loss: 1.0863, grad_norm: 9.4585 2020-08-06 17:00:31,745 - mmaction - INFO - Epoch [100][720/3757] lr: 1.000e-04, eta: 1:38:49, time: 1.956, data_time: 0.008, memory: 5166, top1_acc: 0.7500, top5_acc: 0.8961, loss_cls: 1.0605, loss: 1.0605, grad_norm: 9.1215 2020-08-06 17:01:07,155 - mmaction - INFO - Epoch [100][740/3757] lr: 1.000e-04, eta: 1:38:09, time: 1.787, data_time: 0.238, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1627, loss: 1.1627, grad_norm: 9.6897 2020-08-06 17:01:49,906 - mmaction - INFO - Epoch [100][760/3757] lr: 1.000e-04, eta: 1:37:30, time: 2.135, data_time: 1.161, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8867, loss_cls: 1.1304, loss: 1.1304, grad_norm: 9.6233 2020-08-06 17:02:26,937 - mmaction - INFO - Epoch [100][780/3757] lr: 1.000e-04, eta: 1:36:51, time: 1.854, data_time: 0.977, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8703, loss_cls: 1.2087, loss: 1.2087, grad_norm: 9.6420 2020-08-06 17:03:02,890 - mmaction - INFO - Epoch [100][800/3757] lr: 1.000e-04, eta: 1:36:12, time: 1.793, data_time: 0.118, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8906, loss_cls: 1.1256, loss: 1.1256, grad_norm: 9.4701 2020-08-06 17:03:42,748 - mmaction - INFO - Epoch [100][820/3757] lr: 1.000e-04, eta: 1:35:33, time: 1.991, data_time: 0.242, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.2018, loss: 1.2018, grad_norm: 9.4653 2020-08-06 17:04:24,086 - mmaction - INFO - Epoch [100][840/3757] lr: 1.000e-04, eta: 1:34:54, time: 2.075, data_time: 0.018, memory: 5166, top1_acc: 0.7055, top5_acc: 0.8867, loss_cls: 1.1440, loss: 1.1440, grad_norm: 9.6573 2020-08-06 17:05:03,397 - mmaction - INFO - Epoch [100][860/3757] lr: 1.000e-04, eta: 1:34:15, time: 1.966, data_time: 0.003, memory: 5166, top1_acc: 0.7453, top5_acc: 0.9023, loss_cls: 1.0363, loss: 1.0363, grad_norm: 9.3076 2020-08-06 17:05:40,767 - mmaction - INFO - Epoch [100][880/3757] lr: 1.000e-04, eta: 1:33:36, time: 1.868, data_time: 0.546, memory: 5166, top1_acc: 0.7227, top5_acc: 0.8930, loss_cls: 1.1208, loss: 1.1208, grad_norm: 9.2543 2020-08-06 17:06:19,544 - mmaction - INFO - Epoch [100][900/3757] lr: 1.000e-04, eta: 1:32:57, time: 1.936, data_time: 0.031, memory: 5166, top1_acc: 0.6914, top5_acc: 0.8891, loss_cls: 1.1969, loss: 1.1969, grad_norm: 9.8626 2020-08-06 17:06:59,362 - mmaction - INFO - Epoch [100][920/3757] lr: 1.000e-04, eta: 1:32:18, time: 1.994, data_time: 0.008, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8875, loss_cls: 1.1254, loss: 1.1254, grad_norm: 9.5382 2020-08-06 17:07:38,492 - mmaction - INFO - Epoch [100][940/3757] lr: 1.000e-04, eta: 1:31:39, time: 1.956, data_time: 0.007, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8844, loss_cls: 1.1345, loss: 1.1345, grad_norm: 9.2908 2020-08-06 17:08:15,434 - mmaction - INFO - Epoch [100][960/3757] lr: 1.000e-04, eta: 1:31:00, time: 1.847, data_time: 0.006, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1641, loss: 1.1641, grad_norm: 9.7428 2020-08-06 17:08:52,797 - mmaction - INFO - Epoch [100][980/3757] lr: 1.000e-04, eta: 1:30:21, time: 1.861, data_time: 0.137, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8797, loss_cls: 1.1711, loss: 1.1711, grad_norm: 9.4826 2020-08-06 17:09:32,000 - mmaction - INFO - Epoch [100][1000/3757] lr: 1.000e-04, eta: 1:29:42, time: 1.966, data_time: 0.624, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8945, loss_cls: 1.1485, loss: 1.1485, grad_norm: 9.5399 2020-08-06 17:10:12,633 - mmaction - INFO - Epoch [100][1020/3757] lr: 1.000e-04, eta: 1:29:03, time: 2.033, data_time: 1.298, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8875, loss_cls: 1.1105, loss: 1.1105, grad_norm: 9.4811 2020-08-06 17:10:53,619 - mmaction - INFO - Epoch [100][1040/3757] lr: 1.000e-04, eta: 1:28:24, time: 2.048, data_time: 0.593, memory: 5166, top1_acc: 0.7500, top5_acc: 0.9039, loss_cls: 1.0569, loss: 1.0569, grad_norm: 9.2391 2020-08-06 17:11:33,821 - mmaction - INFO - Epoch [100][1060/3757] lr: 1.000e-04, eta: 1:27:45, time: 2.012, data_time: 0.140, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8875, loss_cls: 1.1488, loss: 1.1488, grad_norm: 9.4667 2020-08-06 17:12:15,395 - mmaction - INFO - Epoch [100][1080/3757] lr: 1.000e-04, eta: 1:27:06, time: 2.073, data_time: 0.007, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8992, loss_cls: 1.0947, loss: 1.0947, grad_norm: 9.8240 2020-08-06 17:12:51,893 - mmaction - INFO - Epoch [100][1100/3757] lr: 1.000e-04, eta: 1:26:27, time: 1.824, data_time: 0.010, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1287, loss: 1.1287, grad_norm: 9.5245 2020-08-06 17:13:31,273 - mmaction - INFO - Epoch [100][1120/3757] lr: 1.000e-04, eta: 1:25:48, time: 1.975, data_time: 0.010, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8883, loss_cls: 1.1056, loss: 1.1056, grad_norm: 9.2839 2020-08-06 17:14:10,220 - mmaction - INFO - Epoch [100][1140/3757] lr: 1.000e-04, eta: 1:25:09, time: 1.947, data_time: 0.003, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8828, loss_cls: 1.1543, loss: 1.1543, grad_norm: 9.4937 2020-08-06 17:14:47,388 - mmaction - INFO - Epoch [100][1160/3757] lr: 1.000e-04, eta: 1:24:29, time: 1.852, data_time: 0.009, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1513, loss: 1.1513, grad_norm: 9.4911 2020-08-06 17:15:26,681 - mmaction - INFO - Epoch [100][1180/3757] lr: 1.000e-04, eta: 1:23:50, time: 1.967, data_time: 0.010, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1725, loss: 1.1725, grad_norm: 9.6223 2020-08-06 17:16:03,792 - mmaction - INFO - Epoch [100][1200/3757] lr: 1.000e-04, eta: 1:23:11, time: 1.860, data_time: 0.010, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8883, loss_cls: 1.0995, loss: 1.0995, grad_norm: 9.2414 2020-08-06 17:16:44,783 - mmaction - INFO - Epoch [100][1220/3757] lr: 1.000e-04, eta: 1:22:32, time: 2.041, data_time: 0.007, memory: 5166, top1_acc: 0.7312, top5_acc: 0.9008, loss_cls: 1.1029, loss: 1.1029, grad_norm: 9.5488 2020-08-06 17:17:24,556 - mmaction - INFO - Epoch [100][1240/3757] lr: 1.000e-04, eta: 1:21:53, time: 1.997, data_time: 0.012, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8828, loss_cls: 1.1597, loss: 1.1597, grad_norm: 9.6402 2020-08-06 17:18:02,693 - mmaction - INFO - Epoch [100][1260/3757] lr: 1.000e-04, eta: 1:21:14, time: 1.905, data_time: 0.137, memory: 5166, top1_acc: 0.7375, top5_acc: 0.8766, loss_cls: 1.1433, loss: 1.1433, grad_norm: 9.4156 2020-08-06 17:18:42,815 - mmaction - INFO - Epoch [100][1280/3757] lr: 1.000e-04, eta: 1:20:35, time: 2.007, data_time: 0.005, memory: 5166, top1_acc: 0.7320, top5_acc: 0.9016, loss_cls: 1.0648, loss: 1.0648, grad_norm: 9.2649 2020-08-06 17:19:20,708 - mmaction - INFO - Epoch [100][1300/3757] lr: 1.000e-04, eta: 1:19:56, time: 1.894, data_time: 0.060, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1518, loss: 1.1518, grad_norm: 9.4921 2020-08-06 17:19:57,919 - mmaction - INFO - Epoch [100][1320/3757] lr: 1.000e-04, eta: 1:19:17, time: 1.863, data_time: 0.127, memory: 5166, top1_acc: 0.7477, top5_acc: 0.8914, loss_cls: 1.1161, loss: 1.1161, grad_norm: 9.4864 2020-08-06 17:20:36,611 - mmaction - INFO - Epoch [100][1340/3757] lr: 1.000e-04, eta: 1:18:38, time: 1.927, data_time: 0.141, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.1081, loss: 1.1081, grad_norm: 9.3113 2020-08-06 17:21:15,787 - mmaction - INFO - Epoch [100][1360/3757] lr: 1.000e-04, eta: 1:17:59, time: 1.966, data_time: 0.194, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8922, loss_cls: 1.0725, loss: 1.0725, grad_norm: 9.0626 2020-08-06 17:21:57,154 - mmaction - INFO - Epoch [100][1380/3757] lr: 1.000e-04, eta: 1:17:20, time: 2.060, data_time: 0.065, memory: 5166, top1_acc: 0.7016, top5_acc: 0.8766, loss_cls: 1.1991, loss: 1.1991, grad_norm: 10.0560 2020-08-06 17:22:36,393 - mmaction - INFO - Epoch [100][1400/3757] lr: 1.000e-04, eta: 1:16:41, time: 1.962, data_time: 0.011, memory: 5166, top1_acc: 0.7461, top5_acc: 0.9156, loss_cls: 1.0524, loss: 1.0524, grad_norm: 9.4548 2020-08-06 17:23:16,271 - mmaction - INFO - Epoch [100][1420/3757] lr: 1.000e-04, eta: 1:16:02, time: 1.999, data_time: 0.012, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8875, loss_cls: 1.1325, loss: 1.1325, grad_norm: 9.4431 2020-08-06 17:23:51,613 - mmaction - INFO - Epoch [100][1440/3757] lr: 1.000e-04, eta: 1:15:23, time: 1.770, data_time: 0.006, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8727, loss_cls: 1.2461, loss: 1.2461, grad_norm: 9.9170 2020-08-06 17:24:32,439 - mmaction - INFO - Epoch [100][1460/3757] lr: 1.000e-04, eta: 1:14:44, time: 2.041, data_time: 0.385, memory: 5166, top1_acc: 0.6867, top5_acc: 0.8711, loss_cls: 1.2645, loss: 1.2645, grad_norm: 9.9274 2020-08-06 17:25:13,408 - mmaction - INFO - Epoch [100][1480/3757] lr: 1.000e-04, eta: 1:14:05, time: 2.044, data_time: 0.172, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8859, loss_cls: 1.1184, loss: 1.1184, grad_norm: 9.5654 2020-08-06 17:25:48,129 - mmaction - INFO - Epoch [100][1500/3757] lr: 1.000e-04, eta: 1:13:26, time: 1.741, data_time: 0.011, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8711, loss_cls: 1.2031, loss: 1.2031, grad_norm: 9.5000 2020-08-06 17:26:28,191 - mmaction - INFO - Epoch [100][1520/3757] lr: 1.000e-04, eta: 1:12:47, time: 1.996, data_time: 0.008, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2108, loss: 1.2108, grad_norm: 9.5751 2020-08-06 17:27:05,622 - mmaction - INFO - Epoch [100][1540/3757] lr: 1.000e-04, eta: 1:12:08, time: 1.869, data_time: 0.009, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8836, loss_cls: 1.1314, loss: 1.1314, grad_norm: 9.4190 2020-08-06 17:27:45,913 - mmaction - INFO - Epoch [100][1560/3757] lr: 1.000e-04, eta: 1:11:29, time: 2.018, data_time: 0.011, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1318, loss: 1.1318, grad_norm: 9.2455 2020-08-06 17:28:25,023 - mmaction - INFO - Epoch [100][1580/3757] lr: 1.000e-04, eta: 1:10:50, time: 1.958, data_time: 0.010, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8852, loss_cls: 1.1958, loss: 1.1958, grad_norm: 9.8567 2020-08-06 17:29:02,013 - mmaction - INFO - Epoch [100][1600/3757] lr: 1.000e-04, eta: 1:10:10, time: 1.852, data_time: 0.010, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8812, loss_cls: 1.1177, loss: 1.1177, grad_norm: 9.4264 2020-08-06 17:29:40,207 - mmaction - INFO - Epoch [100][1620/3757] lr: 1.000e-04, eta: 1:09:31, time: 1.908, data_time: 0.002, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8930, loss_cls: 1.0778, loss: 1.0778, grad_norm: 9.3467 2020-08-06 17:30:23,015 - mmaction - INFO - Epoch [100][1640/3757] lr: 1.000e-04, eta: 1:08:52, time: 2.141, data_time: 0.010, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8812, loss_cls: 1.1838, loss: 1.1838, grad_norm: 9.7674 2020-08-06 17:30:57,794 - mmaction - INFO - Epoch [100][1660/3757] lr: 1.000e-04, eta: 1:08:13, time: 1.738, data_time: 0.003, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8945, loss_cls: 1.1245, loss: 1.1245, grad_norm: 9.4242 2020-08-06 17:31:36,546 - mmaction - INFO - Epoch [100][1680/3757] lr: 1.000e-04, eta: 1:07:34, time: 1.932, data_time: 0.011, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1609, loss: 1.1609, grad_norm: 9.5480 2020-08-06 17:32:16,327 - mmaction - INFO - Epoch [100][1700/3757] lr: 1.000e-04, eta: 1:06:55, time: 1.996, data_time: 0.010, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8930, loss_cls: 1.0881, loss: 1.0881, grad_norm: 9.2457 2020-08-06 17:32:56,268 - mmaction - INFO - Epoch [100][1720/3757] lr: 1.000e-04, eta: 1:06:16, time: 1.996, data_time: 0.003, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8867, loss_cls: 1.1206, loss: 1.1206, grad_norm: 9.1266 2020-08-06 17:33:36,238 - mmaction - INFO - Epoch [100][1740/3757] lr: 1.000e-04, eta: 1:05:37, time: 1.999, data_time: 0.004, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1731, loss: 1.1731, grad_norm: 9.4402 2020-08-06 17:34:16,063 - mmaction - INFO - Epoch [100][1760/3757] lr: 1.000e-04, eta: 1:04:58, time: 1.993, data_time: 0.004, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8898, loss_cls: 1.1069, loss: 1.1069, grad_norm: 9.2489 2020-08-06 17:34:53,566 - mmaction - INFO - Epoch [100][1780/3757] lr: 1.000e-04, eta: 1:04:19, time: 1.868, data_time: 0.011, memory: 5166, top1_acc: 0.7422, top5_acc: 0.8914, loss_cls: 1.0558, loss: 1.0558, grad_norm: 9.2764 2020-08-06 17:35:30,685 - mmaction - INFO - Epoch [100][1800/3757] lr: 1.000e-04, eta: 1:03:40, time: 1.863, data_time: 0.303, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8688, loss_cls: 1.1909, loss: 1.1909, grad_norm: 9.6916 2020-08-06 17:36:14,160 - mmaction - INFO - Epoch [100][1820/3757] lr: 1.000e-04, eta: 1:03:01, time: 2.166, data_time: 0.050, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8773, loss_cls: 1.1452, loss: 1.1452, grad_norm: 9.3212 2020-08-06 17:36:52,958 - mmaction - INFO - Epoch [100][1840/3757] lr: 1.000e-04, eta: 1:02:22, time: 1.948, data_time: 0.022, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8789, loss_cls: 1.1487, loss: 1.1487, grad_norm: 9.3829 2020-08-06 17:37:29,594 - mmaction - INFO - Epoch [100][1860/3757] lr: 1.000e-04, eta: 1:01:43, time: 1.830, data_time: 0.010, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8977, loss_cls: 1.1223, loss: 1.1223, grad_norm: 9.6396 2020-08-06 17:38:07,434 - mmaction - INFO - Epoch [100][1880/3757] lr: 1.000e-04, eta: 1:01:04, time: 1.893, data_time: 0.004, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.1061, loss: 1.1061, grad_norm: 9.3686 2020-08-06 17:38:47,389 - mmaction - INFO - Epoch [100][1900/3757] lr: 1.000e-04, eta: 1:00:25, time: 1.992, data_time: 0.009, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8789, loss_cls: 1.1875, loss: 1.1875, grad_norm: 9.6267 2020-08-06 17:39:26,764 - mmaction - INFO - Epoch [100][1920/3757] lr: 1.000e-04, eta: 0:59:46, time: 1.974, data_time: 0.010, memory: 5166, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.0826, loss: 1.0826, grad_norm: 9.0827 2020-08-06 17:40:06,034 - mmaction - INFO - Epoch [100][1940/3757] lr: 1.000e-04, eta: 0:59:07, time: 1.965, data_time: 0.009, memory: 5166, top1_acc: 0.7148, top5_acc: 0.8992, loss_cls: 1.1146, loss: 1.1146, grad_norm: 9.7234 2020-08-06 17:40:45,008 - mmaction - INFO - Epoch [100][1960/3757] lr: 1.000e-04, eta: 0:58:28, time: 1.947, data_time: 0.121, memory: 5166, top1_acc: 0.6875, top5_acc: 0.8828, loss_cls: 1.2226, loss: 1.2226, grad_norm: 9.7721 2020-08-06 17:41:23,857 - mmaction - INFO - Epoch [100][1980/3757] lr: 1.000e-04, eta: 0:57:49, time: 1.937, data_time: 0.397, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8984, loss_cls: 1.0916, loss: 1.0916, grad_norm: 9.4014 2020-08-06 17:42:04,339 - mmaction - INFO - Epoch [100][2000/3757] lr: 1.000e-04, eta: 0:57:10, time: 2.023, data_time: 0.086, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8883, loss_cls: 1.1785, loss: 1.1785, grad_norm: 9.8925 2020-08-06 17:42:44,180 - mmaction - INFO - Epoch [100][2020/3757] lr: 1.000e-04, eta: 0:56:31, time: 1.993, data_time: 0.076, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8695, loss_cls: 1.1973, loss: 1.1973, grad_norm: 9.5579 2020-08-06 17:43:19,612 - mmaction - INFO - Epoch [100][2040/3757] lr: 1.000e-04, eta: 0:55:51, time: 1.779, data_time: 0.022, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1017, loss: 1.1017, grad_norm: 9.5988 2020-08-06 17:43:57,574 - mmaction - INFO - Epoch [100][2060/3757] lr: 1.000e-04, eta: 0:55:12, time: 1.893, data_time: 0.014, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8938, loss_cls: 1.1149, loss: 1.1149, grad_norm: 9.4976 2020-08-06 17:44:36,613 - mmaction - INFO - Epoch [100][2080/3757] lr: 1.000e-04, eta: 0:54:33, time: 1.954, data_time: 0.257, memory: 5166, top1_acc: 0.7312, top5_acc: 0.8867, loss_cls: 1.1230, loss: 1.1230, grad_norm: 9.5405 2020-08-06 17:45:15,995 - mmaction - INFO - Epoch [100][2100/3757] lr: 1.000e-04, eta: 0:53:54, time: 1.968, data_time: 0.577, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1072, loss: 1.1072, grad_norm: 9.4039 2020-08-06 17:45:57,999 - mmaction - INFO - Epoch [100][2120/3757] lr: 1.000e-04, eta: 0:53:15, time: 2.102, data_time: 0.387, memory: 5166, top1_acc: 0.7281, top5_acc: 0.9016, loss_cls: 1.1057, loss: 1.1057, grad_norm: 9.4987 2020-08-06 17:46:37,622 - mmaction - INFO - Epoch [100][2140/3757] lr: 1.000e-04, eta: 0:52:36, time: 1.985, data_time: 1.204, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8930, loss_cls: 1.1068, loss: 1.1068, grad_norm: 9.4400 2020-08-06 17:47:15,495 - mmaction - INFO - Epoch [100][2160/3757] lr: 1.000e-04, eta: 0:51:57, time: 1.893, data_time: 1.180, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8914, loss_cls: 1.0970, loss: 1.0970, grad_norm: 9.2356 2020-08-06 17:47:55,632 - mmaction - INFO - Epoch [100][2180/3757] lr: 1.000e-04, eta: 0:51:18, time: 2.007, data_time: 1.322, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8945, loss_cls: 1.1250, loss: 1.1250, grad_norm: 9.6557 2020-08-06 17:48:34,649 - mmaction - INFO - Epoch [100][2200/3757] lr: 1.000e-04, eta: 0:50:39, time: 1.944, data_time: 0.867, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1887, loss: 1.1887, grad_norm: 9.9986 2020-08-06 17:49:14,187 - mmaction - INFO - Epoch [100][2220/3757] lr: 1.000e-04, eta: 0:50:00, time: 1.984, data_time: 1.292, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8984, loss_cls: 1.1303, loss: 1.1303, grad_norm: 9.4004 2020-08-06 17:49:52,709 - mmaction - INFO - Epoch [100][2240/3757] lr: 1.000e-04, eta: 0:49:21, time: 1.926, data_time: 1.296, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8883, loss_cls: 1.1667, loss: 1.1667, grad_norm: 9.5646 2020-08-06 17:50:31,669 - mmaction - INFO - Epoch [100][2260/3757] lr: 1.000e-04, eta: 0:48:42, time: 1.946, data_time: 0.852, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8992, loss_cls: 1.1288, loss: 1.1288, grad_norm: 9.5760 2020-08-06 17:51:12,182 - mmaction - INFO - Epoch [100][2280/3757] lr: 1.000e-04, eta: 0:48:03, time: 2.029, data_time: 0.208, memory: 5166, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.1162, loss: 1.1162, grad_norm: 9.5464 2020-08-06 17:51:51,366 - mmaction - INFO - Epoch [100][2300/3757] lr: 1.000e-04, eta: 0:47:24, time: 1.951, data_time: 0.018, memory: 5166, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.2008, loss: 1.2008, grad_norm: 9.5355 2020-08-06 17:52:29,858 - mmaction - INFO - Epoch [100][2320/3757] lr: 1.000e-04, eta: 0:46:45, time: 1.926, data_time: 0.500, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.1541, loss: 1.1541, grad_norm: 9.5199 2020-08-06 17:53:06,751 - mmaction - INFO - Epoch [100][2340/3757] lr: 1.000e-04, eta: 0:46:06, time: 1.842, data_time: 0.958, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8844, loss_cls: 1.1239, loss: 1.1239, grad_norm: 9.3780 2020-08-06 17:53:48,378 - mmaction - INFO - Epoch [100][2360/3757] lr: 1.000e-04, eta: 0:45:27, time: 2.084, data_time: 1.510, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8922, loss_cls: 1.1166, loss: 1.1166, grad_norm: 9.4686 2020-08-06 17:54:27,339 - mmaction - INFO - Epoch [100][2380/3757] lr: 1.000e-04, eta: 0:44:48, time: 1.955, data_time: 1.387, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8969, loss_cls: 1.0571, loss: 1.0571, grad_norm: 9.1993 2020-08-06 17:55:07,807 - mmaction - INFO - Epoch [100][2400/3757] lr: 1.000e-04, eta: 0:44:09, time: 2.024, data_time: 1.470, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.1261, loss: 1.1261, grad_norm: 9.3847 2020-08-06 17:55:46,623 - mmaction - INFO - Epoch [100][2420/3757] lr: 1.000e-04, eta: 0:43:30, time: 1.940, data_time: 1.365, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8859, loss_cls: 1.1222, loss: 1.1222, grad_norm: 9.1128 2020-08-06 17:56:23,051 - mmaction - INFO - Epoch [100][2440/3757] lr: 1.000e-04, eta: 0:42:51, time: 1.821, data_time: 1.262, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.1537, loss: 1.1537, grad_norm: 9.5168 2020-08-06 17:57:00,806 - mmaction - INFO - Epoch [100][2460/3757] lr: 1.000e-04, eta: 0:42:12, time: 1.881, data_time: 0.874, memory: 5166, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1674, loss: 1.1674, grad_norm: 9.6187 2020-08-06 17:57:37,157 - mmaction - INFO - Epoch [100][2480/3757] lr: 1.000e-04, eta: 0:41:32, time: 1.824, data_time: 0.341, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8875, loss_cls: 1.1193, loss: 1.1193, grad_norm: 9.3089 2020-08-06 17:58:17,445 - mmaction - INFO - Epoch [100][2500/3757] lr: 1.000e-04, eta: 0:40:53, time: 2.014, data_time: 0.715, memory: 5166, top1_acc: 0.7266, top5_acc: 0.8961, loss_cls: 1.1612, loss: 1.1612, grad_norm: 9.7478 2020-08-06 17:58:57,044 - mmaction - INFO - Epoch [100][2520/3757] lr: 1.000e-04, eta: 0:40:14, time: 1.972, data_time: 0.011, memory: 5166, top1_acc: 0.7297, top5_acc: 0.8859, loss_cls: 1.1408, loss: 1.1408, grad_norm: 9.3268 2020-08-06 17:59:37,421 - mmaction - INFO - Epoch [100][2540/3757] lr: 1.000e-04, eta: 0:39:35, time: 2.027, data_time: 0.016, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8773, loss_cls: 1.1966, loss: 1.1966, grad_norm: 9.4908 2020-08-06 18:00:18,962 - mmaction - INFO - Epoch [100][2560/3757] lr: 1.000e-04, eta: 0:38:56, time: 2.063, data_time: 0.009, memory: 5166, top1_acc: 0.7258, top5_acc: 0.8914, loss_cls: 1.1291, loss: 1.1291, grad_norm: 9.5241 2020-08-06 18:00:55,102 - mmaction - INFO - Epoch [100][2580/3757] lr: 1.000e-04, eta: 0:38:17, time: 1.821, data_time: 0.060, memory: 5166, top1_acc: 0.7305, top5_acc: 0.8938, loss_cls: 1.0825, loss: 1.0825, grad_norm: 9.3684 2020-08-06 18:01:33,285 - mmaction - INFO - Epoch [100][2600/3757] lr: 1.000e-04, eta: 0:37:38, time: 1.907, data_time: 0.009, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1300, loss: 1.1300, grad_norm: 9.2420 2020-08-06 18:02:09,007 - mmaction - INFO - Epoch [100][2620/3757] lr: 1.000e-04, eta: 0:36:59, time: 1.788, data_time: 0.080, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8883, loss_cls: 1.1320, loss: 1.1320, grad_norm: 9.4701 2020-08-06 18:02:48,402 - mmaction - INFO - Epoch [100][2640/3757] lr: 1.000e-04, eta: 0:36:20, time: 1.968, data_time: 0.004, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8859, loss_cls: 1.1381, loss: 1.1381, grad_norm: 9.4231 2020-08-06 18:03:26,477 - mmaction - INFO - Epoch [100][2660/3757] lr: 1.000e-04, eta: 0:35:41, time: 1.908, data_time: 0.006, memory: 5166, top1_acc: 0.7008, top5_acc: 0.8680, loss_cls: 1.2195, loss: 1.2195, grad_norm: 9.6670 2020-08-06 18:04:06,626 - mmaction - INFO - Epoch [100][2680/3757] lr: 1.000e-04, eta: 0:35:02, time: 2.005, data_time: 0.002, memory: 5166, top1_acc: 0.7195, top5_acc: 0.8812, loss_cls: 1.1609, loss: 1.1609, grad_norm: 9.5218 2020-08-06 18:04:44,932 - mmaction - INFO - Epoch [100][2700/3757] lr: 1.000e-04, eta: 0:34:23, time: 1.910, data_time: 0.011, memory: 5166, top1_acc: 0.7445, top5_acc: 0.9016, loss_cls: 1.0255, loss: 1.0255, grad_norm: 9.0774 2020-08-06 18:05:24,138 - mmaction - INFO - Epoch [100][2720/3757] lr: 1.000e-04, eta: 0:33:44, time: 1.964, data_time: 0.034, memory: 5166, top1_acc: 0.7273, top5_acc: 0.9000, loss_cls: 1.0900, loss: 1.0900, grad_norm: 9.3789 2020-08-06 18:06:03,896 - mmaction - INFO - Epoch [100][2740/3757] lr: 1.000e-04, eta: 0:33:05, time: 1.988, data_time: 0.009, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8977, loss_cls: 1.0437, loss: 1.0437, grad_norm: 9.0443 2020-08-06 18:06:42,787 - mmaction - INFO - Epoch [100][2760/3757] lr: 1.000e-04, eta: 0:32:26, time: 1.947, data_time: 0.006, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8969, loss_cls: 1.1202, loss: 1.1202, grad_norm: 9.3879 2020-08-06 18:07:20,626 - mmaction - INFO - Epoch [100][2780/3757] lr: 1.000e-04, eta: 0:31:47, time: 1.883, data_time: 0.244, memory: 5166, top1_acc: 0.7531, top5_acc: 0.9094, loss_cls: 1.0268, loss: 1.0268, grad_norm: 8.9305 2020-08-06 18:07:59,607 - mmaction - INFO - Epoch [100][2800/3757] lr: 1.000e-04, eta: 0:31:08, time: 1.958, data_time: 0.664, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8797, loss_cls: 1.1418, loss: 1.1418, grad_norm: 9.5179 2020-08-06 18:08:37,846 - mmaction - INFO - Epoch [100][2820/3757] lr: 1.000e-04, eta: 0:30:29, time: 1.912, data_time: 0.099, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1643, loss: 1.1643, grad_norm: 9.5334 2020-08-06 18:09:21,818 - mmaction - INFO - Epoch [100][2840/3757] lr: 1.000e-04, eta: 0:29:50, time: 2.199, data_time: 0.003, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8742, loss_cls: 1.2002, loss: 1.2002, grad_norm: 9.7632 2020-08-06 18:09:56,358 - mmaction - INFO - Epoch [100][2860/3757] lr: 1.000e-04, eta: 0:29:11, time: 1.727, data_time: 0.003, memory: 5166, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.1250, loss: 1.1250, grad_norm: 9.5286 2020-08-06 18:10:39,149 - mmaction - INFO - Epoch [100][2880/3757] lr: 1.000e-04, eta: 0:28:32, time: 2.131, data_time: 0.009, memory: 5166, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2144, loss: 1.2144, grad_norm: 9.6348 2020-08-06 18:11:15,937 - mmaction - INFO - Epoch [100][2900/3757] lr: 1.000e-04, eta: 0:27:53, time: 1.846, data_time: 0.011, memory: 5166, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.0963, loss: 1.0963, grad_norm: 9.4142 2020-08-06 18:11:58,394 - mmaction - INFO - Epoch [100][2920/3757] lr: 1.000e-04, eta: 0:27:14, time: 2.117, data_time: 0.009, memory: 5166, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1817, loss: 1.1817, grad_norm: 9.6917 2020-08-06 18:12:39,153 - mmaction - INFO - Epoch [100][2940/3757] lr: 1.000e-04, eta: 0:26:34, time: 2.039, data_time: 0.010, memory: 5166, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1388, loss: 1.1388, grad_norm: 9.5171 2020-08-06 18:13:17,887 - mmaction - INFO - Epoch [100][2960/3757] lr: 1.000e-04, eta: 0:25:55, time: 1.942, data_time: 0.010, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8836, loss_cls: 1.1534, loss: 1.1534, grad_norm: 9.7169 2020-08-06 18:13:56,796 - mmaction - INFO - Epoch [100][2980/3757] lr: 1.000e-04, eta: 0:25:16, time: 1.947, data_time: 0.009, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8820, loss_cls: 1.1371, loss: 1.1371, grad_norm: 9.3694 2020-08-06 18:14:37,908 - mmaction - INFO - Epoch [100][3000/3757] lr: 1.000e-04, eta: 0:24:37, time: 2.055, data_time: 0.007, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.1525, loss: 1.1525, grad_norm: 9.8783 2020-08-06 18:15:16,973 - mmaction - INFO - Epoch [100][3020/3757] lr: 1.000e-04, eta: 0:23:58, time: 1.949, data_time: 0.009, memory: 5166, top1_acc: 0.7156, top5_acc: 0.8797, loss_cls: 1.1456, loss: 1.1456, grad_norm: 9.4322 2020-08-06 18:15:54,819 - mmaction - INFO - Epoch [100][3040/3757] lr: 1.000e-04, eta: 0:23:19, time: 1.896, data_time: 0.010, memory: 5166, top1_acc: 0.7344, top5_acc: 0.8953, loss_cls: 1.0647, loss: 1.0647, grad_norm: 9.2002 2020-08-06 18:16:36,225 - mmaction - INFO - Epoch [100][3060/3757] lr: 1.000e-04, eta: 0:22:40, time: 2.063, data_time: 0.009, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1238, loss: 1.1238, grad_norm: 9.5940 2020-08-06 18:17:13,193 - mmaction - INFO - Epoch [100][3080/3757] lr: 1.000e-04, eta: 0:22:01, time: 1.855, data_time: 0.224, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1418, loss: 1.1418, grad_norm: 9.4338 2020-08-06 18:17:49,288 - mmaction - INFO - Epoch [100][3100/3757] lr: 1.000e-04, eta: 0:21:22, time: 1.804, data_time: 0.045, memory: 5166, top1_acc: 0.7359, top5_acc: 0.8930, loss_cls: 1.1180, loss: 1.1180, grad_norm: 9.5715 2020-08-06 18:18:29,047 - mmaction - INFO - Epoch [100][3120/3757] lr: 1.000e-04, eta: 0:20:43, time: 1.990, data_time: 0.009, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1407, loss: 1.1407, grad_norm: 9.3397 2020-08-06 18:19:10,021 - mmaction - INFO - Epoch [100][3140/3757] lr: 1.000e-04, eta: 0:20:04, time: 2.041, data_time: 0.007, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8930, loss_cls: 1.1322, loss: 1.1322, grad_norm: 9.4021 2020-08-06 18:19:50,048 - mmaction - INFO - Epoch [100][3160/3757] lr: 1.000e-04, eta: 0:19:25, time: 2.001, data_time: 0.026, memory: 5166, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1749, loss: 1.1749, grad_norm: 9.7180 2020-08-06 18:20:26,477 - mmaction - INFO - Epoch [100][3180/3757] lr: 1.000e-04, eta: 0:18:46, time: 1.820, data_time: 0.541, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1609, loss: 1.1609, grad_norm: 9.6727 2020-08-06 18:21:06,392 - mmaction - INFO - Epoch [100][3200/3757] lr: 1.000e-04, eta: 0:18:07, time: 2.004, data_time: 1.246, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8859, loss_cls: 1.1240, loss: 1.1240, grad_norm: 9.5296 2020-08-06 18:21:46,682 - mmaction - INFO - Epoch [100][3220/3757] lr: 1.000e-04, eta: 0:17:28, time: 2.015, data_time: 1.319, memory: 5166, top1_acc: 0.7109, top5_acc: 0.8750, loss_cls: 1.2064, loss: 1.2064, grad_norm: 9.7695 2020-08-06 18:22:28,795 - mmaction - INFO - Epoch [100][3240/3757] lr: 1.000e-04, eta: 0:16:49, time: 2.107, data_time: 1.445, memory: 5166, top1_acc: 0.7023, top5_acc: 0.8961, loss_cls: 1.1170, loss: 1.1170, grad_norm: 9.6401 2020-08-06 18:23:05,671 - mmaction - INFO - Epoch [100][3260/3757] lr: 1.000e-04, eta: 0:16:10, time: 1.842, data_time: 1.263, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1861, loss: 1.1861, grad_norm: 9.6642 2020-08-06 18:23:43,377 - mmaction - INFO - Epoch [100][3280/3757] lr: 1.000e-04, eta: 0:15:31, time: 1.882, data_time: 1.283, memory: 5166, top1_acc: 0.7117, top5_acc: 0.8891, loss_cls: 1.1751, loss: 1.1751, grad_norm: 9.6660 2020-08-06 18:24:21,878 - mmaction - INFO - Epoch [100][3300/3757] lr: 1.000e-04, eta: 0:14:52, time: 1.928, data_time: 0.819, memory: 5166, top1_acc: 0.7461, top5_acc: 0.9023, loss_cls: 1.0199, loss: 1.0199, grad_norm: 8.9836 2020-08-06 18:25:03,978 - mmaction - INFO - Epoch [100][3320/3757] lr: 1.000e-04, eta: 0:14:13, time: 2.105, data_time: 0.635, memory: 5166, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.1978, loss: 1.1978, grad_norm: 9.4758 2020-08-06 18:25:39,443 - mmaction - INFO - Epoch [100][3340/3757] lr: 1.000e-04, eta: 0:13:34, time: 1.773, data_time: 0.645, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8922, loss_cls: 1.1271, loss: 1.1271, grad_norm: 9.4678 2020-08-06 18:26:18,815 - mmaction - INFO - Epoch [100][3360/3757] lr: 1.000e-04, eta: 0:12:55, time: 1.968, data_time: 0.245, memory: 5166, top1_acc: 0.7219, top5_acc: 0.8758, loss_cls: 1.1539, loss: 1.1539, grad_norm: 9.4198 2020-08-06 18:27:00,185 - mmaction - INFO - Epoch [100][3380/3757] lr: 1.000e-04, eta: 0:12:15, time: 2.070, data_time: 0.008, memory: 5166, top1_acc: 0.7273, top5_acc: 0.9047, loss_cls: 1.0862, loss: 1.0862, grad_norm: 9.5232 2020-08-06 18:27:40,871 - mmaction - INFO - Epoch [100][3400/3757] lr: 1.000e-04, eta: 0:11:36, time: 2.034, data_time: 0.007, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8984, loss_cls: 1.0947, loss: 1.0947, grad_norm: 9.3812 2020-08-06 18:28:16,759 - mmaction - INFO - Epoch [100][3420/3757] lr: 1.000e-04, eta: 0:10:57, time: 1.794, data_time: 0.002, memory: 5166, top1_acc: 0.7273, top5_acc: 0.8953, loss_cls: 1.1014, loss: 1.1014, grad_norm: 9.2106 2020-08-06 18:28:57,054 - mmaction - INFO - Epoch [100][3440/3757] lr: 1.000e-04, eta: 0:10:18, time: 2.008, data_time: 0.009, memory: 5166, top1_acc: 0.7203, top5_acc: 0.8906, loss_cls: 1.0911, loss: 1.0911, grad_norm: 9.8750 2020-08-06 18:29:33,308 - mmaction - INFO - Epoch [100][3460/3757] lr: 1.000e-04, eta: 0:09:39, time: 1.820, data_time: 0.011, memory: 5166, top1_acc: 0.7242, top5_acc: 0.8906, loss_cls: 1.1474, loss: 1.1474, grad_norm: 9.6120 2020-08-06 18:30:18,333 - mmaction - INFO - Epoch [100][3480/3757] lr: 1.000e-04, eta: 0:09:00, time: 2.250, data_time: 0.257, memory: 5166, top1_acc: 0.7070, top5_acc: 0.8859, loss_cls: 1.1797, loss: 1.1797, grad_norm: 9.4926 2020-08-06 18:30:54,950 - mmaction - INFO - Epoch [100][3500/3757] lr: 1.000e-04, eta: 0:08:21, time: 1.829, data_time: 0.008, memory: 5166, top1_acc: 0.7289, top5_acc: 0.8891, loss_cls: 1.1273, loss: 1.1273, grad_norm: 9.4725 2020-08-06 18:31:36,758 - mmaction - INFO - Epoch [100][3520/3757] lr: 1.000e-04, eta: 0:07:42, time: 2.087, data_time: 0.028, memory: 5166, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1654, loss: 1.1654, grad_norm: 9.7687 2020-08-06 18:32:13,168 - mmaction - INFO - Epoch [100][3540/3757] lr: 1.000e-04, eta: 0:07:03, time: 1.821, data_time: 0.010, memory: 5166, top1_acc: 0.7164, top5_acc: 0.8805, loss_cls: 1.1307, loss: 1.1307, grad_norm: 9.7000 2020-08-06 18:32:56,313 - mmaction - INFO - Epoch [100][3560/3757] lr: 1.000e-04, eta: 0:06:24, time: 2.163, data_time: 0.011, memory: 5166, top1_acc: 0.7352, top5_acc: 0.8844, loss_cls: 1.1112, loss: 1.1112, grad_norm: 9.2800 2020-08-06 18:33:30,448 - mmaction - INFO - Epoch [100][3580/3757] lr: 1.000e-04, eta: 0:05:45, time: 1.708, data_time: 0.010, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8852, loss_cls: 1.1079, loss: 1.1079, grad_norm: 9.7643 2020-08-06 18:34:12,648 - mmaction - INFO - Epoch [100][3600/3757] lr: 1.000e-04, eta: 0:05:06, time: 2.109, data_time: 0.002, memory: 5166, top1_acc: 0.7180, top5_acc: 0.8789, loss_cls: 1.1785, loss: 1.1785, grad_norm: 9.4577 2020-08-06 18:34:50,665 - mmaction - INFO - Epoch [100][3620/3757] lr: 1.000e-04, eta: 0:04:27, time: 1.901, data_time: 0.008, memory: 5166, top1_acc: 0.7211, top5_acc: 0.8883, loss_cls: 1.1118, loss: 1.1118, grad_norm: 9.1999 2020-08-06 18:35:30,867 - mmaction - INFO - Epoch [100][3640/3757] lr: 1.000e-04, eta: 0:03:48, time: 2.005, data_time: 0.009, memory: 5166, top1_acc: 0.7172, top5_acc: 0.8867, loss_cls: 1.1535, loss: 1.1535, grad_norm: 9.4177 2020-08-06 18:36:09,283 - mmaction - INFO - Epoch [100][3660/3757] lr: 1.000e-04, eta: 0:03:09, time: 1.925, data_time: 0.062, memory: 5166, top1_acc: 0.7328, top5_acc: 0.8953, loss_cls: 1.0818, loss: 1.0818, grad_norm: 9.2316 2020-08-06 18:36:47,826 - mmaction - INFO - Epoch [100][3680/3757] lr: 1.000e-04, eta: 0:02:30, time: 1.922, data_time: 0.009, memory: 5166, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.1040, loss: 1.1040, grad_norm: 9.6193 2020-08-06 18:37:31,730 - mmaction - INFO - Epoch [100][3700/3757] lr: 1.000e-04, eta: 0:01:51, time: 2.199, data_time: 0.010, memory: 5166, top1_acc: 0.7125, top5_acc: 0.8969, loss_cls: 1.1125, loss: 1.1125, grad_norm: 9.5607 2020-08-06 18:38:09,510 - mmaction - INFO - Epoch [100][3720/3757] lr: 1.000e-04, eta: 0:01:12, time: 1.891, data_time: 0.010, memory: 5166, top1_acc: 0.7375, top5_acc: 0.9109, loss_cls: 1.0574, loss: 1.0574, grad_norm: 9.3999 2020-08-06 18:38:47,606 - mmaction - INFO - Epoch [100][3740/3757] lr: 1.000e-04, eta: 0:00:33, time: 1.900, data_time: 0.022, memory: 5166, top1_acc: 0.7367, top5_acc: 0.8898, loss_cls: 1.1106, loss: 1.1106, grad_norm: 9.3127 2020-08-06 18:39:12,438 - mmaction - INFO - Saving checkpoint at 100 epochs